Patent Publication Number: US-2023135643-A1

Title: Systems and Methods for Agricultural Optimization

Description:
CROSS REFERENCE TO RELATED APPLICATIONS 
     This application claims priority to and the benefit of U.S. Provisional Patent Application Ser. No. 63/274,668 filed Nov. 2, 2021, entitled “ Bulbosa  7PB55 Cultivar Cover Crop Systems and Methods for Northern and Central California Wine Grape Crops” and U.S. Provisional Patent Application Ser. No. 63/274,625 filed Nov. 2, 2021, entitled “System and/or Methods for Cover Crop Application, Determining Cover Crop Performance and/or Carbon Credits Generation from Cover Crop Application”, the entirety of each of which is incorporated by reference herein. 
    
    
     TECHNICAL FIELD 
     The present disclosure relates to systems and/or methods for agricultural optimization. Particular embodiments of systems and methods of the present disclosure provide environmental optimization and methods, particularly the area of soil carbon enhancement or increase and/or biomass accumulation in previously unused biomass accumulation regions within farm parcels. 
     BACKGROUND 
     Agriculture is intrinsic to global health and prosperity while simultaneously putting an enormous strain on the planet&#39;s water, soil, and human resources, and contributing a significant fraction of global greenhouse gas emissions. However, agricultural lands also have the capacity to reverse or mitigate adverse environmental impacts when subjected to interventions that purposefully reduce an associated pressure on compromised environmental resources. These interventions can shift the environmental impacts of an agricultural system from extractive to regenerative. 
     Cover crops have been used to enhance the productivity of commodity crops. Cover cropping is an intervention in which complementary, unharvested vegetation is planted in an agricultural system for the purpose of enhancing its agro-economy through any combination of lowering required inputs, mitigating agronomic pressures, or regenerating environmental attributes such as soil health. In specialty crop systems where the commodity crop is planted in rows, cover crops can be planted in the alleyways between rows and sometimes underneath the trees or vines of the cash crop. Cover crops can be annual or perennial and multiple species can be planted as a mix in the same space. As farmers weigh costs with benefits and consider the barriers to trying unfamiliar practices, adoption rates for cover cropping remain low in specialty crop systems. Perceived competition for water and soil resources are significant drawbacks, as is the cost of clearing and re-seeding annual varieties each year. 
     Despite low adoption rates, the upside of cover cropping is very favorable to certain types of farming operations, such as those practicing no-till. In no-till systems, soil is left undisturbed by tillage, providing a variety of agronomic benefits including erosion control. A cover crop can raise soil carbon content by absorbing the greenhouse gas carbon-dioxide through photosynthesis and depositing the resulting organic carbon byproducts into the soil through its root systems and by interaction with other biological processes. This soil carbon can be temporarily removed from the atmosphere when combined with the practice of no-till. A need exists for a trustworthy cover cropping system that does not impede agricultural productivity and complements existing biological and agronomic farm schedules while providing an incentive for implementation by farmers. 
     SUMMARY 
     Systems, methods, and/or processes for agricultural parameter determination are provided. One or more can include or use processing circuitry configured to: manage one or more land parcels for agricultural parameter optimization (such as soil organic carbon optimization); and determine one or more agricultural parameters of at least a portion of one land parcel (such as an alleyway between commodity crops) during a first time period without sampling the portion of the one land parcel. 
     The determining can include: collecting target agricultural data from collection sites of at least one portion of one land parcel, the collecting comprising compiling target agricultural data and candidate predictor parcel data associated with the collection sites; associating a subset of the candidate predictor parcel data with points throughout the portions of the land parcels; and processing both the compiled target agricultural data and the subset of predictive parcel data to generate target agricultural data for unsampled parcel portions of the one land parcel or of another, unsampled, land parcel. 
     The processing can include: building a target agricultural data model from collected target agricultural data and the subsets of predictive data; and applying the target agricultural data model to determine one or more agricultural parameters of a portion of the at least one land parcel. 
     Systems, methods, and/or processes for increasing soil organic carbon are also provided. They can include: managing a parcel having commodity crops planted in rows, the commodity crops having a dormant season; defining alleyways between the rows of commodity crops; planting a cover crop within the alleyways, the cover crops having a growing season within the dormant season of the commodity crop, and a dormant season within the growing season of the commodity crop; and increasing the soil organic carbon content of the parcel during the dormant season of the commodity crop with the cover crop. 
     Systems, methods, and/or processes for increasing soil organic carbon within land parcels having commodity crops separated by alleyways are also provided. They can include processing circuitry configured to: manage one or more land parcels for agricultural parameter optimization, the land parcels having commodity crops in rows with alleyways therebetween; and determine carbon per acre of at least one land parcel during a first time period without sampling the one land parcel. 
     The determining can include: collecting soil organic carbon data from collection sites of alleyways of another land parcel, the collecting can include: determining collection sites and compiling soil organic carbon data from the collection sites; associating a subset of the candidate predictor parcel data with points throughout the alleyways of the land parcels; and processing both the compiled soil organic data and the subset of predictive parcel data to generate soil organic data for unsampled alleyways. The processing can include: building a soil organic carbon data model from collected soil organic data and the subsets of predictive data; and applying the soil organic data model to determine soil organic carbon of the alleyway of the at least one land parcel. 
    
    
     
       DRAWINGS 
       Embodiments of the disclosure are described below with reference to the following accompanying drawings. 
         FIG.  1    is a depiction of system process parameters according to an embodiment of the disclosure. 
         FIG.  2    is another depiction of system process parameters according to an embodiment of the disclosure. 
         FIG.  3    is another depiction of system process parameters according to an embodiment of the disclosure. 
         FIG.  4    is another depiction of system process parameters according to an embodiment of the disclosure. 
         FIGS.  5 A,  5 B and  5 C  depict system and/or methods steps for determining sampling sites. 
         FIG.  6    is a depiction of example parcels and process parameters according to an embodiment of the disclosure. 
         FIG.  7    is another depiction of parcel portion digitization and processing according to an embodiment of the disclosure. 
         FIG.  8    is a depiction of digitized parcel portions according to an embodiment of the disclosure. 
         FIG.  9    is another depiction of system process parameters according to an embodiment of the disclosure. 
         FIG.  10    is another depiction of system process parameters according to an embodiment of the disclosure. 
         FIGS.  11  and  12    are examples of collection sites of target data collection in  12 , and a map of predicted points for the entire area of alleyways in  13  according to an embodiment of the disclosure. 
         FIG.  13    is an example of sampled parcels with predicted sites and an un sampled parcel with predicted sites. 
         FIG.  14    is a depiction of Hybridized  bulbosa  cover crop grown in alleyways between commodity crops. 
         FIG.  15    is another depiction of Hybridized  bulbosa  cover crop grown in alleyways between commodity crops. 
         FIG.  16    is a depiction of the Hybridized  bulbosa  growth cycle within the alleyways in comparison to the growth cycle of a commodity crop (wine grapes). 
         FIG.  17    is a processing circuitry system according to an embodiment of the present disclosure. 
     
    
    
     DESCRIPTION 
     This disclosure is submitted in furtherance of the constitutional purposes of the U.S. Patent Laws “to promote the progress of science and useful arts” (Article 1, Section 8). 
     The present disclosure will be described with reference to  FIGS.  1 - 17   . Referring first to  FIG.  1   , an example method  10  to be performed by processing circuitry is provided. Method  10  begins with identifying an area  12 . This identification can be a parcel, a portion of a parcel, a farm, and/or a plot, etc. Any form of an area for agricultural parameter determination can be identified. Multiple land parcels and/or multiple portions of multiple land parcels can be identified. 
     The method includes an intervention  14  into the area. This intervention can be the preparation of any kind of agricultural treatment, but in particular embodiments, environmentally positive agricultural treatments, such as but not limited to, the use of cover crops as will be detailed later by example. 
     The method can continue by defining initial condition  16 . This can include collecting target agricultural data for at least one other land parcel, the collecting comprising determining sampling sites and compiling target agricultural data associated with the sampled sites. As an example, using soil data from publicly available, soil databases (e.g., gNATSGO), vegetation indices from drone imagery, and elevation data from public datasets can be processed by aggregating data and deriving the number of statistically different units or zones present within the parcel or parcel portion and then deriving where to sample within these units in order to best approximate the unit&#39;s statistical distribution. At least one example of this is depicted and described with reference to  FIGS.  5 A- 5 C . 
     The method continues with data collection of target variables  18 . This can include the collection of target agricultural data for at least one portion of another land parcel or portion. This can be a collection of Soil Organic Carbon from an alleyway, for example. The collecting can include determining the collection sites and compiling target agricultural data associated with the samples acquired from the collection sites. This target agricultural data can include Total Carbon, Total Organic Carbon, Soil Organic Carbon, Calcium, Magnesium, and/or Nitrogen. 
     The method continues with collecting predictor variables based on locations of target variables  20 . For example, candidate predictor parcel data can be compiled and associated with the collected target agricultural data samples acquired from the collection sites. 
     Predictor variables can include but are not limited to predictors derived from drone imagery and summarized over space across statistical metrics including but not limited to minimum, mean, maximum, standard deviation of various spectral indices including but not limited to CI, MCARI, NDWI, VARI, kNDVI, NDVI, SAVI, GNDVI, ENDVI, LCI, EVI, NIRv, GLI, CVI, CI RedEdge, and NDRE; predictors derived from various satellite imagery (e.g., ESA Copernicus Sentinel-1, ESA Copernicus Sentinel-2, PlanetScope, MODIS, etc) and summarized over space and time across statistical metrics including but not limited to minimum, mean, maximum, standard deviation of various spectral indices including but not limited to SCI, CI, NDWI, VARI, kNDVI, SAVI, ENDVI, LCI: B5, B6, B7; NIRv; GLI, CVI, CI RedEdge: B5, B6, B7; NDRE: B5, B6, B7; 3BSI, mND, MCARI, IRECI, NDVI, S2REP, SR, GNDVI, MDVI, MSI, EVI; predictors derived from sunlight hours at the location between the start of the growing season identified from the first time of rain and the drone flight date: average sunlight hours, total sunlight hours; predictors derived from daily meteorological variables and summarized over time across statistical metrics including but not limited to minimum, mean, maximum, standard deviation) of five variables (precipitation, shortwave radiation, maximum temperature, minimum temperature, vapor pressure); predictors derived from location information: system (e.g., “vineyard”, “orchard”), age, fertilizer rate, pure live seed goal, year, predictors derived from gNATSGO: taxorder, taxsuborder, taxgrtgroup, taxsubgrp, taxpartsize, ksat_r, awc_r, dbovendry_r, wthirdbar_r, wfifteenbar_r, kwfact, kffact, claytotal_r, om_r, musym; predictors derived from 12 SoilGrids250m: wrb, ocs, bdod, cec, cfvo, clay, nitrogen, phh2o, sand, silt, soc, ocd across four quantiles, Q0.05, Q0.5, mean and Q0.95, and 6 various depths: 0-5, 5-15, 15-30, 30-60, 60-100, and 100-200 cm (ocs is only distributed at depth 0-30 cm); and/or predictors derived from 13 Polaris (30-m resolution) variables: ph, om, clay, sand, silt, bd, hb, n, alpha, ksat, lambda, theta_r, theta_s across 5 quantiles (mean, mode, p50, p5, p95) at 3 depths (0-5, 5-15, 15-30 cm). Statistical metrics for summarizing drone imagery, satellite imagery and daily weather data can be automatically determined by the processing circuitry. 
     The method continues with processing and modeling these variables including machine learning  22 . Accordingly, both the compiled target agricultural data and the predictive parcel data are processed to generate target agricultural data for unsampled parcel portions. The processing can include selecting a predictive parcel data subset from the predictive parcel data. The selection of the subset favors a parsimonious model that accomplishes the desired level of explanation or prediction with as few predictor variables as possible. The goodness of fit of a statistical model describes how well it fits a set of observations. The processing can include building a target agricultural data model using the sample data acquired at the collection sites and the subset of predictive data, and applying the target agricultural data model to determine one or more agricultural parameters of the unsampled land parcel. 
     The processing can include determining additional sample sites for the one land parcel and additional sample sites for the other land parcel. This can include selecting unsampled sites for target variable prediction. 
     The predictive parcel data subset can be associated with portions of the sampled and/or unsampled parcels. For example sampled alleyways and/or unsampled alleyways. Accordingly, the subset of predictive parcel data can be associated with a myriad of points throughout the parcel or parcel portion. The model can be derived using the subset of predictive data and the sampled data or the entirety of the predictive data and the sampled data. 
     The model can then be applied to the target agricultural data associated with the collection sites and/or unsampled land parcels or portions to determine the one or more agricultural parameters of the at least one land parcel. 
     As shown the method can continue with additional predictions including but not limited to annual predictions of target variables  24 , and then a calculation of annual change  26 , and finally quantifying the environmental benefits  28 . 
       FIGS.  2  and  3    are examples of alternative embodiments of method  10  described in  FIG.  1   . This can include assessing environmental impact, providing a cover cropping system that indicates secondary changes and also primary change mechanisms, and then using the machine learning and/or process and model software to determine a net environmental impact and then monetizing the net environmental impact.  FIG.  3    can include determining changes to a carbon footprint utilizing a specific plant variety such as hybridized  bulbosa  to increase soil carbon content by utilizing the machine learning and/or process and modeling software to determine annual change in soil carbon as a value proposition based on grower preference. 
     Referring next to  FIG.  4   , in a specific embodiment, method  40  can include identifying alleyways between permanent crops  42 . This can include drone image segmentation as described with reference to  FIGS.  8 - 9   . In accordance with example implementations, portions of parcels, or alleyways between commodity crops are identified. Cover crops are planted within the alleyways  44 . Initial soil organic carbon content can be determined from samples collected from sampling sites and analyzed at  46  and  48 . These sampling sites can be determined in accordance with  FIGS.  5 A- 5 C . At  50 , field samples collected and analyzed can be associated and/or connected to data (such as predictive data) related to intervention characteristics, annual high-resolution snapshots, growing season environmental conditions and permanent environmental conditions, for example. At  52  process and modeling that can include machine learning to predict the soil organic carbon content at  54 . At  56 , the annual change in soil organic carbon content can be calculated. At  58  carbon credits from additional soil organic carbon added to the parcel or portion thereof can be determined. 
     Referring next to  FIGS.  5 A- 5 C  as well as Table 1 below, sampling site determination is described. To determine sampling sites in accordance with steps 1-3, soil information, elevation, and imagery are acquired from the parcels of interest. A statistical clustering identifies the number of statistically different groups of patterns and groups areas of the field into units and/or sampling zones. Processes for determining sample sites can also include those disclosed in Hartigan, J. A., &amp; Wong, M. A. (1979). Algorithm AS 136: A k-means clustering algorithm. Journal of the royal statistical society. series c (applied statistics), 28(1), 100-108, and/or Pelleg, D., &amp; Moore, A. W. (2000, June). X-means: Extending k-means with efficient estimation of the number of clusters. In IcmI (Vol. 1, pp. 727-734), the entirety of both of which are incorporated by reference herein. 
     
       
         
           
               
               
               
               
               
               
             
               
                   
                 TABLE 1 
               
               
                   
                   
               
               
                   
                 Points 
                 Feature 1 
                 Feature 2 
                 Feature 3 
                 Feature 4 
               
               
                   
                   
               
             
            
               
                   
               
            
           
           
               
               
               
               
               
               
            
               
                   
                 P1 
                 100 
                 45 
                 0.1 
                 1000 
               
               
                   
                 P2 
                 99 
                 50 
                 0.1 
                 900 
               
               
                   
                 P3 
                 14 
                 2 
                 9 
                 25 
               
               
                   
                 P4 
                 75 
                 55 
                 0.1 
                 800 
               
               
                   
                 P5 
                 15 
                 2 
                 10 
                 30 
               
               
                   
                 
                   P6 
                 
                 
                   13 
                 
                 
                   1 
                 
                 
                   11 
                 
                 
                   34 
                 
               
               
                   
                 
                   P7 
                 
                 
                   25 
                 
                 
                   8 
                 
                 
                   0.1 
                 
                 
                   0 
                 
               
               
                   
                 
                   P8 
                 
                 
                   29 
                 
                 
                   10 
                 
                 
                   0.01 
                 
                 
                   2 
                 
               
               
                   
                 P9 
                 31 
                 10.5 
                 0.1 
                 1 
               
               
                   
                   
               
            
           
         
       
     
     In accordance with the below reference, a second statistical algorithm is run for each zone that identifies where within the sampling zone to best represent the statistical distribution of the sampling zones. Processes for determining sample sites can also include those disclosed in Minasny, B., &amp; McBratney, A. B. (2006). A conditioned Latin hypercube method for sampling in the presence of ancillary information. Computers &amp; geosciences, 32(9), 1378-1388 the entirety of which is incorporated by reference herein. 
     In italics of Table 1 are group three data corresponding to group 3(P7-P9) of  FIG.  5 B . These features are shown in the  5 B graph. This determination can be made for sampling target data. 
     The processing circuitry of the system of the present disclosure is not limited to that depicted in  FIG.  17   . For example, the processing circuitry can include a personal computing system that includes a computer processing unit that can include one or more microprocessors, one or more support circuits, circuits that include power supplies, clocks, input/output interfaces, circuitry, and the like. Generally, all computer processing units described herein can be of the same general type. Application Programming Interface (API) can allow for communication between different software applications in the system. The memory can include random access memory, read-only memory, removable disc memory, flash memory, and various combinations of these types of memory. The memory can be referred to as a main memory and be part of a cache memory or buffer memory. The memory can store various software packages and components such as an operating system. 
     The computing system may also include a web server that can be of any type of computing device adapted to distribute data and process data requests. The web server can be configured to execute system application software such as the reminder schedule software, databases, electronic mail, and the like. The memory of the web server can include system application interfaces for interacting with users and one or more third party applications. Computer systems of the present disclosure can be standalone or work in combination with other servers and other computer systems that can be utilized, for example, with larger corporate systems such as financial institutions, insurance providers, and/or software support providers. The system is not limited to a specific operating system but may be adapted to run on multiple operating systems such as, for example, Linux and/or Microsoft Windows. The computing system can be coupled to a server and this server can be located on the same site as the computer system or at a remote location, for example. 
     In accordance with example implementations, these processes may be utilized in connection with the processing circuitry described. The processes may use software and/or hardware of the following combinations or types. For example, with respect to server-side languages, the circuitry may use Java, Python, PHP, .NET, Ruby, JavaScript, Golang, R, or Dart, for example. Some other types of servers that the systems may use include Apache/PHP, .NET, Ruby, NodeJS, Java, R, Golang, and/or Python. Databases that may be utilized are Oracle, MySQL, SQL, NoSQL, or SQLite (for Mobile) as well as any type of relational, key-value, in memory, document, wide column, graph, time series, or ledger databases. Client-side languages that may be used, this would be the user side languages, for example, are ASM, C, C++, C#, Java, Objective-C, Swift, ActionScript/Adobe AIR, or JavaScript/HTML5. Communications between the server and client may be utilized using TCP/UDP Socket based connections, for example, as Third-Party data network services that may be used include GSM, LTE, HSPA, UMTS, CDMA, WiMAX, WIFI, Cable, and DSL. The hardware platforms that may be utilized within processing circuitry include embedded systems such as (Raspberry PI/Arduino), (Android, iOS, Windows Mobile), phones and/or tablets, or any embedded system using these operating systems, i.e., cars, watches, glasses, headphones, augmented reality wear, etc., or desktops/laptops/hybrids (Mac, Windows, Linux). The architectures that may be utilized for software and hardware interfaces include x86 (including x86-64), or ARM. 
     The systems and/or processing circuitry of the present disclosure can include a server or cluster of servers, one or more devices, additional computing devices, several network connections linking devices to server(s) including the network connections, one or more databases, and a network connection between the server and the additional computing devices, such as those devices that may be linked to an adjuster. 
     Devices and/or processing circuitry and/or plurality of devices and the additional computing device can be any type of communication devices that support network communication, including a telephone, a mobile phone, a smart phone, a personal computer, a laptop computer, a smart watch, a personal digital assistant (PDA), a wearable or embedded digital device(s), a network-connected vehicle, etc. In some embodiments, the devices and the computing device can support multiple types of networks. For example, the devices and the computing device may have wired or wireless network connectivity using IP (Internet Protocol) or may have mobile network connectivity allowing over cellular and data networks. 
     The various networks may take the form of multiple network topologies. For example, networks can include wireless and/or wired networks. Networks can link the server and the devices. Networks can include infrastructure that support the links necessary for data communication between at least one device and a server. Networks may include a cell tower, base station, and switching network as well as cloud-based networks. 
     Referring next to  FIG.  6   , the modeling domain  70  (which can include a parcel or portion of a parcel) is shown, which encompasses rectangles that denote data. At  100 , target agricultural data is collected for the purpose of expanding the modeling domain. This target agricultural data is acquired from samples taken from collection sites. At  102 , using the target agricultural data and predictive parcel data, modeled target agricultural data is determined. At  104 , target agricultural data is collected to improve model performance. This target agricultural data is sampled at collection sites that were either previously sampled or previously modeled. Accordingly, at t 1 , two samples  100  were taken and modeled data is determined at  102 . This process can be iterative as shown by example, with initial conditions (tn+1). Accordingly, domain  80  is shown that may encompass domain  70  at t 2 , while domain  90  is shown that may encompass both domains  80  and  70  at t 3 . As shown, the sampling and modeling is different at each time step t 1 -t 3 . At t 2 , domain  80  has target agricultural data  110  ( 110  rather  100  because this data is collected at t 2 ) collected. This data is processed with predictive parcel data to determine modeled data  112 . Additionally, previously sampled  100  at t 1  is sampled for performance at  114 . 
     At t 3 , domain  90  has target agricultural data  120  collected to expand modeling domain. This data a is processed with predictive parcel data to determine modeled data  122 . Additionally, at t 3 , sample for performance is taken at  124 . At each iteration the target agricultural model is updated. Referring next to  FIG.  7   , an example classification of images for determining the alleyways between commodity crops is shown. The alleyways and the borders are defined throughout the imagery to dictate where overlap occurs between alleyways and commodity crops using processing circuitry. For example, a myriad patches can be defined and these patches can be training data for a model. Accordingly, parcels can be provided as shown in  FIG.  8   , wherein black indicates the alleyways and white indicates the commodity crops. In accordance with example implementations, the masked images can be used to determine sampling sites. For example, sampling sites for actual sampling and/or prediction can be confined to sites within the alleyways. 
     Referring to  FIG.  9   , an overall system and/or method is shown. In accordance with example implementations, the system inputs or predictive data can include both internal data and/or external data. The internal data is data acquired by the user, for example drone imagery and/or location metadata (for example, agricultural system, type of crop, age of intervention, etc.). The external data is typically publicly available data. For example, weather data time series and/or multiple satellite imagery timeseries. As shown, this data can be preprocessed which includes summarizing vegetation indices tables which can then be used as training data. The training data can be used to train a machine learning model, and the model can be used to generate modeled data as an output. In accordance with example implementations and with reference to  FIG.  10   , the system provides for a benchmarking operation and a validation operation as well as a tuning operation and a training operation and then a testing operation of the system as shown to validate the system. 
     Referring next to  FIGS.  11  and  12   , a parcel  200  has been identified in  FIG.  11   , and in  FIG.  12    a digitized parcel  202  is shown that demonstrates modeled data. Sample sites have been determined within parcel  200  and these sample sites are within alleyways between commodity crops. Referring first to Tables 2 and 3, point measurements may be acquired at points 1, 2 and 3 as shown in  FIG.  12   . 
     
       
         
           
               
             
               
                 TABLE 2 
               
               
                   
               
               
                 Point Measurements of Parcel 200 
               
               
                   
               
             
            
               
                   
               
            
           
           
               
               
               
               
            
               
                   
                 Point 1: 
                 6 
                 tons C/acre 
               
               
                   
                 Point 2: 
                 15 
                 tons C/acre 
               
               
                   
                 Point 3: 
                 13 
                 tons C/acre 
               
               
                   
                 Average: 
                 11 
                 tons C/acre 
               
               
                   
                 Standard Deviation: 
                 3 
                 tons C/acre 
               
               
                   
                 Annual Change 2021-2022: 
                 0.2 
                 tons C/acre 
               
            
           
           
               
               
               
            
               
                   
                 Model Performance: 
                 20% MAPE 
               
               
                   
                   
               
            
           
         
       
     
     
       
         
           
               
             
               
                 TABLE 3 
               
               
                   
               
               
                 Modeled Data of Parcel 202 
               
               
                   
               
             
            
               
                   
               
            
           
           
               
               
               
               
            
               
                   
                 Average 
                 11 
                 tons C/acre 
               
               
                   
                 Standard Deviation 
                 3 
                 tons C/acre 
               
               
                   
                 Annual Change 2021-2022 
                 +0.2 
                 tons C/acre 
               
            
           
           
               
               
               
            
               
                   
                 Model Performance: 
                 20% MAPE 
               
               
                   
                   
               
            
           
         
       
     
     As shown in  FIG.  14   , at target data of parcel  190  there are sampling points A, B, C and D within alleyways that have been provided through masking as described. In parcel  200  sampling points F and E are shown, and in parcel  300 , no actual sampling has been performed. Accordingly,  FIG.  14    is an example use of at least two parcels ( 190  and  200 ) and portions of each to determine carbon per acre of parcel or portions of parcel  300 . Data associated with parcel  190  is represented in the tables as X2, data associated with parcel  200  is represented in the tables at V4, and data associated with parcel  300  is represented in the tables as V3. As a legend,  180  can represent a parcel having a boundary,  186  can represent the subset of predictive data associated with modeled parcels or portions of Step 2, and  188  can represent validated, or modeled values compared to observed values at Step 3. 
     In accordance with example implementations, to tables 4-9, the processing circuitry utilizing publicly available machine learning programs such as any ensemble or combination of a time series analysis, a spectral analysis, a network analysis, a correlation analysis, a generalized linear model, a generalized additive model, a nearest-neighbor model, a decision tree model, a support vector machine model, a Bayesian model, a Gaussian processes model, an artificial neural network, a recurrent neural network, a convolutional neural network, a generative adversarial neural network, a transformer model, and with operations such as a clustering operation, a regression operation, a classification operation, a feature selection operation, a feature engineering operation, a spatio-temporal resampling operation, a benchmarking operation, a training operation, a testing operation, a validation operation, a tuning operation, a genetic algorithm operation, a Monte-Carlo operation, a bagging operation, an ensembling operation, a gradient boosting operation, a regularization operation, a supervised learning operation, an unsupervised learning operation, a self-supervised learning operation, a semi-supervised learning operation, a reinforcement learning operation, and a sequence-to-sequence learning operation 
     As an example and with reference to Table 4 multiple samples were taken at collection sites of parcels  190  and  200 . 
     
       
         
           
               
             
               
                 TABLE 4 
               
               
                   
               
               
                 Target Agricultural Data Sampled 
               
               
                   
               
             
            
               
                   
               
            
           
           
               
               
               
               
               
               
               
               
               
            
               
                   
                   
                   
                   
                   
                 depth 
                 fresh weight 
                 dry weight 
                 toc 
               
               
                 Parcel 
                 date collected 
                 description 
                 type 
                 zone 
                 (cm) 
                 (g) 
                 (g) 
                 % 
               
               
                   
               
               
                 V4 
                 Apr. 6, 2021 
                 V4-P-4 
                 soil 
                   
                 30 
                 54.21 
               
               
                 V4 
                 Apr. 6, 2021 
                 V4-P-5 
                 soil 
                   
                 30 
                 113.56 
               
               
                 V4 
                 Apr. 6, 2021 
                 V4-P-10 
                 soil 
                   
                 30 
                 92.388 
               
               
                 V4 
                 Apr. 6, 2021 
                 V4-P-1SX 
                 soil sub- 
                   
                 30 
                 86.019 
               
               
                   
                   
                   
                 composite 
               
               
                 V4 
                 Apr. 6, 2021 
                 V4-P-2SX 
                 soil sub- 
                   
                 30 
                 86.053 
               
               
                   
                   
                   
                 composite 
               
               
                 V4 
                 Apr. 6, 2021 
                 V4-P-3SX 
                 soil sub- 
                   
                 30 
                 85.297 
               
               
                   
                   
                   
                 composite 
               
               
                 V4 
                 Mar. 4, 2022 
                 V4-P-2 
                 soil 
                   
                 30 
                 41.502 
               
               
                 V4 
                 Mar. 4, 2022 
                 V4-P-10 
                 soil 
                   
                 30 
                 34.406 
               
               
                 V4 
                 Mar. 4, 2022 
                 V4-P-5 
                 soil 
                   
                 30 
                 36.991 
               
               
                 V4 
                 Mar. 4, 2022 
                 V4-P-7 
                 soil 
                   
                 30 
                 47.111 
               
               
                 V4 
                 Mar. 4, 2022 
                 V4-P-4 
                 soil 
                   
                 30 
                 50.01 
               
               
                 V4 
                 Mar. 4, 2022 
                 V4-P-1SX 
                 soil sub- 
                   
                 30 
                 52.513 
                 48.962 
               
               
                   
                   
                   
                 composite 
               
               
                 V4 
                 Mar. 4, 2022 
                 V4-P-2SX 
                 soil sub- 
                   
                 30 
                 52.503 
                 46.818 
               
               
                   
                   
                   
                 composite 
               
               
                 V4 
                 Mar. 4, 2022 
                 V4-P-3SX 
                 soil sub- 
                   
                 30 
                 52.511 
                 49.896 
               
               
                   
                   
                   
                 composite 
               
               
                 V4 
                 Mar. 4, 2022 
                 V4-P-4SX 
                 soil sub- 
                   
                 30 
                 51.747 
                 47.36 
                 0.62 
               
               
                   
                   
                   
                 composite 
               
               
                 X2 
                 Mar. 20, 2021 
                 X2-P-1 
                 soil 
                   
                 30 
                 103.013 
               
               
                 X2 
                 Mar. 20, 2021 
                 X2-P-2 
                 soil 
                   
                 30 
                 93.779 
               
               
                 X2 
                 Mar. 20, 2021 
                 X2-P-3 
                 soil 
                   
                 30 
                 122.414 
               
               
                 X2 
                 Mar. 20, 2021 
                 X2-P-4 
                 soil 
                   
                 30 
                 104.443 
               
               
                 X2 
                 Mar. 20, 2021 
                 X2-P-5 
                 soil 
                   
                 30 
                 88.387 
               
               
                 X2 
                 Mar. 20, 2021 
                 X2-P-6 
                 soil 
                   
                 30 
                 91.791 
               
               
                 X2 
                 Mar. 20, 2021 
                 X2-P-7 
                 soil 
                   
                 30 
                 87.666 
               
               
                 X2 
                 Mar. 20, 2021 
                 X2-P-8 
                 soil 
                   
                 30 
                 87.053 
               
               
                 X2 
                 Mar. 20, 2021 
                 X2-P-10 
                 soil 
                   
                 30 
                 79.573 
               
               
                 X2 
                 Mar. 20, 2021 
                 X2-P-11 
                 soil 
                   
                 30 
                 97.584 
               
               
                 X2 
                 Mar. 20, 2021 
                 X2-P-1SX 
                 Soil Sub- 
                   
                 30 
                 316.737 
               
               
                   
                   
                   
                 composite 
               
               
                 X2 
                 Mar. 20, 2021 
                 X2-P-2SX 
                 Soil Sub- 
                   
                 30 
                 315.583 
               
               
                   
                   
                   
                 composite 
               
               
                 X2 
                 Mar. 20, 2021 
                 X2-P-3SX 
                 Soil Sub- 
                   
                 30 
                 309.573 
               
               
                   
                   
                   
                 composite 
               
               
                 X2 
                 Feb. 12, 2022 
                 X2-P-4 
                 soil 
                   
                 30 
                 44.22 
               
               
                 X2 
                 Feb. 12, 2022 
                 X2-P-9 
                 soil 
                   
                 30 
                 41.32 
               
               
                 X2 
                 Feb. 12, 2022 
                 X2-P-10 
                 soil 
                   
                 30 
                 52.366 
               
               
                 X2 
                 Feb. 12, 2022 
                 X2-P-7 
                 soil 
                   
                 30 
                 43.364 
               
               
                 X2 
                 Feb. 12, 2022 
                 X2-P-5 
                 soil 
                   
                 30 
                 50.356 
               
               
                 X2 
                 Feb. 12, 2022 
                 X2-P-1SX 
                 soil sub- 
                   
                 30 
                 57.926 
                 46.77 
               
               
                   
                   
                   
                 composite 
               
               
                 X2 
                 Feb. 12, 2022 
                 X2-P-2SX 
                 soil sub- 
                   
                 30 
                 57.943 
                 46.891 
               
               
                   
                   
                   
                 composite 
               
               
                 X2 
                 Feb. 12, 2022 
                 X2-P-3SX 
                 soil sub- 
                   
                 30 
                 57.945 
                 47.508 
               
               
                   
                   
                   
                 composite 
               
               
                 X2 
                 Feb. 12, 2022 
                 X2-P-4SX 
                 soil sub- 
                   
                 30 
                 56.736 
                 44.67 
                 1.7 
               
               
                   
                   
                   
                 composite 
               
               
                 X2 
                 Feb. 12, 2022 
                 X2-P-4SX 
                 soil sub- 
                   
                   
                   
                   
                 1.68 
               
               
                   
                   
                   
                 composite 
               
               
                 V4 
                 Jul. 19, 2021 
                 V4-P-0BD 
                 bulk density 
                 0 
               
               
                 V4 
                 Jul. 19, 2021 
                 V4-P-4BD 
                 bulk density 
                 4 
               
               
                 V4 
                 Jul. 19, 2021 
                 V4-P-1BD 
                 bulk density 
                 1 
               
               
                 V4 
                 Jul. 19, 2021 
                 V4-P-2BD 
                 bulk density 
                 2 
               
               
                   
               
            
           
           
               
               
               
               
               
               
               
               
               
               
            
               
                   
                   
                 bd 
                   
                 Amount 
                 (mg) 
                   
                 (mg) 
                   
                   
               
               
                   
                 Parcel 
                 (g/cm3) 
                 bd_p50_15_30 
                 (mg) 
                 N 
                 % N 
                 C 
                 % C 
                 C:N Ratio 
               
               
                   
                   
               
               
                   
                 V4 
               
               
                   
                 V4 
               
               
                   
                 V4 
               
               
                   
                 V4 
                   
                   
                 19.5 
                 0.017 
                 0.09 
                 0.184 
                 0.94 
                 10.8235294 
               
               
                   
                 V4 
                   
                   
                 15.6 
                 0.012 
                 0.08 
                 0.123 
                 0.79 
                 10.25 
               
               
                   
                 V4 
                   
                   
                 16.6 
                 0.013 
                 0.08 
                 0.135 
                 0.81 
                 10.3846154 
               
               
                   
                 V4 
                   
                 1.53 
               
               
                   
                 V4 
                   
                 1.27 
               
               
                   
                 V4 
                   
                 1.63 
               
               
                   
                 V4 
                   
                 1.63 
               
               
                   
                 V4 
                   
                 1.29 
               
               
                   
                 V4 
                   
                   
                 16.6 
                 0.017 
                 0.1 
                 0.156 
                 0.96 
                 9.18 
               
               
                   
                 V4 
                   
                   
                 18.4 
                 0.017 
                 0.1 
                 0.171 
                 1.01 
                 10.06 
               
               
                   
                 V4 
                   
                   
                 17.1 
                 0.017 
                 0.1 
                 0.154 
                 0.93 
                 9.06 
               
               
                   
                 V4 
               
               
                   
                 X2 
               
               
                   
                 X2 
               
               
                   
                 X2 
               
               
                   
                 X2 
               
               
                   
                 X2 
               
               
                   
                 X2 
               
               
                   
                 X2 
               
               
                   
                 X2 
               
               
                   
                 X2 
               
               
                   
                 X2 
               
               
                   
                 X2 
                   
                   
                 19.9 
                 0.031 
                 0.16 
                 0.312 
                 1.57 
                 10.0645161 
               
               
                   
                 X2 
                   
                   
                 17.5 
                 0.024 
                 0.13 
                 0.292 
                 1.67 
                 12.1666667 
               
               
                   
                 X2 
                   
                   
                 17.9 
                 0.02 
                 0.11 
                 0.26 
                 1.45 
                 13 
               
               
                   
                 X2 
                   
                 1.39 
               
               
                   
                 X2 
                   
                 1.39 
               
               
                   
                 X2 
                   
                 1.39 
               
               
                   
                 X2 
                   
                 1.49 
               
               
                   
                 X2 
                   
                 1.49 
               
               
                   
                 X2 
                   
                   
                 17.8 
                 0.02 
                 0.11 
                 0.392 
                 2.2 
                 19.6 
               
               
                   
                 X2 
                   
                   
                 16 
                 0.015 
                 0.1 
                 0.328 
                 2.05 
                 21.87 
               
               
                   
                 X2 
                   
                   
                 19.2 
                 0.019 
                 0.1 
                 0.41 
                 2.14 
                 21.58 
               
               
                   
                 X2 
               
               
                   
                 X2 
               
               
                   
                 V4 
                 1.44 
               
               
                   
                 V4 
                 0.57 
               
               
                   
                 V4 
                 1.30 
               
               
                   
                 V4 
                 1.43 
               
               
                   
                   
               
            
           
         
       
     
     In accordance with example implementations, the target data of Table 4 samples were associated with a myriad of candidate predictor data associated with the collection site at  183 , for example. The sample data is shown associated with candidate predictor data in Table 5. 
     These 68 predictor values as shown in Table 5 are summarized over space across four summary metrics. There are also 128 predictors derived from Sentinel-2 imagery summarized over time and then two predictors derived from sunlight hours, 20 predictors derived from daily meteorological summarized over time, five predictors derived from location information and 15 predictors derived from gNATSGO as well as 245 predictors derived from soil grids 250 variables. Predictors can also include legacy predictors, two of which are derived from clay content as well. 
     
       
         
           
               
             
               
                 TABLE 5 
               
               
                   
               
               
                 Candidate Predictor Values 
               
               
                   
               
             
            
               
                   
               
            
           
           
               
               
            
               
                   
                 Parcel X2 
               
               
                 Predictive 
                 Sample Location 
               
            
           
           
               
               
               
               
               
               
            
               
                 Parcel Data 
                 X2-P-4 
                 X2-P-9 
                 X2-P-10 
                 X2-P-7 
                 X2-P-5 
               
               
                   
               
               
                 CI_min 
                 0.179167718 
                 0.210017985 
                 0.230493887 
                 0.307210737 
                 0.120695699 
               
               
                 CI_mean 
                 0.490652738 
                 0.52563623 
                 0.455869832 
                 0.519407918 
                 0.485004001 
               
               
                 CI_max 
                 0.617626555 
                 0.634187752 
                 0.586850959 
                 0.639792967 
                 0.633414048 
               
               
                 CI_sd 
                 0.084537601 
                 0.088728514 
                 0.056066238 
                 0.058753236 
                 0.10596902 
               
               
                 MCARI_min 
                 7.14E−06 
                 −9.45E−07 
                 −4.27E−06 
                 −4.18E−06 
                 −3.14E−06 
               
               
                 MCARI_mean 
                 0.00580061 
                 0.003927367 
                 0.005706154 
                 0.005717895 
                 0.004352375 
               
               
                 MCARI_max 
                 0.020021112 
                 0.023502497 
                 0.013211475 
                 0.022790876 
                 0.020354753 
               
               
                 MCARI_sd 
                 0.004298485 
                 0.004404259 
                 0.005158668 
                 0.004683299 
                 0.004301355 
               
               
                 NDWI_min 
                 −0.822735055 
                 −0.821158896 
                 −0.863967714 
                 −0.817751488 
                 −0.856799933 
               
               
                 NDWI_mean 
                 −0.699771811 
                 −0.677040129 
                 −0.680822088 
                 −0.702496749 
                 −0.660539745 
               
               
                 NDWI_max 
                 −0.424344443 
                 −0.40932772 
                 −0.396501297 
                 −0.398227378 
                 −0.414774299 
               
               
                 NDWI_sd 
                 0.099306333 
                 0.08435168 
                 0.139520185 
                 0.1106884 
                 0.122194629 
               
               
                 VARI_min 
                 −0.292241596 
                 −0.350405477 
                 −0.351743352 
                 −0.322972416 
                 −0.317569917 
               
               
                 VARI_mean 
                 −0.017370633 
                 −0.154496898 
                 −0.047931958 
                 −0.036073158 
                 −0.079548942 
               
               
                 VARI_max 
                 0.525553297 
                 0.442091979 
                 0.421903386 
                 0.410072665 
                 0.584522547 
               
               
                 VARI_sd 
                 0.2070003 
                 0.166573936 
                 0.210401291 
                 0.177343437 
                 0.224827227 
               
               
                 kNDVI_min 
                 0.000224572 
                 0.075771581 
                 0.05669348 
                 0.069713954 
                 0.073722392 
               
               
                 kNDVI_mean 
                 0.433830582 
                 0.34923593 
                 0.402701833 
                 0.433372216 
                 0.364011409 
               
               
                 kNDVI_max 
                 0.681886457 
                 0.666383155 
                 0.670071754 
                 0.647479951 
                 0.708404553 
               
               
                 kNDVI_sd 
                 0.165648632 
                 0.141959028 
                 0.22143015 
                 0.181466614 
                 0.191967817 
               
               
                 NDVI_min 
                 0.283544261 
                 0.275530566 
                 0.258442701 
                 0.26424841 
                 0.27176532 
               
               
                 NDVI_mean 
                 0.673483126 
                 0.596077507 
                 0.63526929 
                 0.67074815 
                 0.602519511 
               
               
                 NDVI_max 
                 0.912486427 
                 0.8967769 
                 0.900485068 
                 0.878036047 
                 0.940198878 
               
               
                 NDVI_sd 
                 0.167226453 
                 0.141099257 
                 0.225146433 
                 0.181953419 
                 0.196078124 
               
               
                 SAVI_min 
                 0.083607638 
                 0.065354536 
                 0.04620825 
                 0.068617517 
                 0.049476246 
               
               
                 SAVI_mean 
                 0.441743859 
                 0.381067537 
                 0.403961314 
                 0.435083387 
                 0.384575409 
               
               
                 SAVI_max 
                 0.718017193 
                 0.730439052 
                 0.703324349 
                 0.68561899 
                 0.836735249 
               
               
                 SAVI_sd 
                 0.150623331 
                 0.134185255 
                 0.214069315 
                 0.169131679 
                 0.188756418 
               
               
                 GNDVI_min 
                 0.424344443 
                 0.40932772 
                 0.398501297 
                 0.398227378 
                 0.414774299 
               
               
                 GNDVI_mean 
                 0.699771811 
                 0.677040129 
                 0.680822088 
                 0.702496749 
                 0.660539746 
               
               
                 GNDVI_max 
                 0.822735056 
                 0.821158896 
                 0.869957714 
                 0.817751488 
                 0.855799933 
               
               
                 GNDVI_sd 
                 0.099306333 
                 0.08435166 
                 0.139520186 
                 0.1106884 
                 0.122194629 
               
               
                 ENDVI_min 
                 0.356668754 
                 0.301090749 
                 0.25722593 
                 0.316422 
                 0.2769425 
               
               
                 ENDVI_mean 
                 0.721730561 
                 0.674272586 
                 0.670575466 
                 0.725823789 
                 0.661852343 
               
               
                 ENDVI_max 
                 0.88668654 
                 0.861690575 
                 0.904745045 
                 0.87786623 
                 0.906204897 
               
               
                 ENDVI_sd 
                 0.136804679 
                 0.115459944 
                 0.194289039 
                 0.154531102 
                 0.175403556 
               
               
                 LCI_min 
                 0.205417711 
                 0.209129882 
                 0.1880328 
                 0.202739503 
                 0.191494792 
               
               
                 LCI_mean 
                 0.480490339 
                 0.433581495 
                 0.464080978 
                 0.48421181 
                 0.445456498 
               
               
                   
               
            
           
           
               
               
               
            
               
                   
                   
                 Parcel V4 
               
               
                   
                 Predictive 
                 Sample Location 
               
            
           
           
               
               
               
               
               
               
            
               
                   
                 Parcel Data 
                 V4-P-2 
                 V4-P-10 
                 V4-P-5 
                 V4-P-7 
               
               
                   
                   
               
               
                   
                 CI_min 
                 0.078302272 
                 0.111900615 
                 0.038698810 
                 0.205234402 
               
               
                   
                 CI_mean 
                 0.350495441 
                 0.394993664 
                 0.363795543 
                 0.484769094 
               
               
                   
                 CI_max 
                 0.591839445 
                 0.62611427 
                 0.519228247 
                 0.516806085 
               
               
                   
                 CI_sd 
                 0.094555841 
                 0.108786541 
                 0.084123505 
                 0.079807487 
               
               
                   
                 MCARI_min 
                 5.21E−05 
                 3.14E−05 
                 8.74E−05 
                 1.58E−05 
               
               
                   
                 MCARI_mean 
                 0.003980679 
                 0.002557302 
                 0.004058522 
                 0.00135785 
               
               
                   
                 MCARI_max 
                 0.01624406 
                 0.011076091 
                 0.012608365 
                 0.008720223 
               
               
                   
                 MCARI_sd 
                 0.003688326 
                 0.003045479 
                 0.002618125 
                 0.001818403 
               
               
                   
                 NDWI_min 
                 −0.796137507 
                 −0.738301297 
                 −0.771056917 
                 −0.701062675 
               
               
                   
                 NDWI_mean 
                 −0.577147701 
                 −0.492222958 
                 −0.605422885 
                 −0.45388792 
               
               
                   
                 NDWI_max 
                 −0.306498978 
                 −0.308084077 
                 −0.327505917 
                 −0.313362699 
               
               
                   
                 NDWI_sd 
                 0.155216881 
                 0.149706584 
                 0.11825602 
                 0.113707597 
               
               
                   
                 VARI_min 
                 −0.247734513 
                 −0.301510019 
                 −0.223557744 
                 −0.277955424 
               
               
                   
                 VARI_mean 
                 0.101994413 
                 −0.017488034 
                 0.096428283 
                 −0.139754142 
               
               
                   
                 VARI_max 
                 0.666542987 
                 0.428531559 
                 0.581959793 
                 0.345127085 
               
               
                   
                 VARI_sd 
                 0.236862536 
                 0.225182255 
                 0.19220215 
                 0.13950943 
               
               
                   
                 kNDVI_min 
                 0.018748829 
                 0.014045902 
                 0.044286027 
                 0.015440634 
               
               
                   
                 kNDVI_mean 
                 0.366601457 
                 0.247858525 
                 0.391063587 
                 0.156062253 
               
               
                   
                 kNDVI_max 
                 0.664266383 
                 0.61954207 
                 0.662423225 
                 0.566085925 
               
               
                   
                 kNDVI_sd 
                 0.236752513 
                 0.221050807 
                 0.181620856 
                 0.155124515 
               
               
                   
                 NDVI_min 
                 0.136934389 
                 0.118519304 
                 0.210511315 
                 0.124265284 
               
               
                   
                 NDVI_mean 
                 0.587343945 
                 0.451562822 
                 0.626017184 
                 0.356517309 
               
               
                   
                 NDVI_max 
                 0.894555821 
                 0.851035578 
                 0.892815385 
                 0.801089325 
               
               
                   
                 NDVI_sd 
                 0.258147142 
                 0.257355507 
                 0.193492148 
                 0.190835874 
               
               
                   
                 SAVI_min 
                 0.064394546 
                 0.075575543 
                 0.061178497 
                 0.076653534 
               
               
                   
                 SAVI_mean 
                 0.313066551 
                 0.238582358 
                 0.33311175 
                 0.178107177 
               
               
                   
                 SAVI_max 
                 0.636013607 
                 0.544438092 
                 0.572615732 
                 0.472104045 
               
               
                   
                 SAVI_sd 
                 0.177276393 
                 0.15364951 
                 0.124576985 
                 0.096225335 
               
               
                   
                 GNDVI_min 
                 0.306498978 
                 0.308084077 
                 0.327505917 
                 0.313362699 
               
               
                   
                 GNDVI_mean 
                 0.577147701 
                 0.492222958 
                 0.605422885 
                 0.45388792 
               
               
                   
                 GNDVI_max 
                 0.796137507 
                 0.738301297 
                 0.771056917 
                 0.701052676 
               
               
                   
                 GNDVI_sd 
                 0.165216881 
                 0.149708584 
                 0.11825602 
                 0.113707597 
               
               
                   
                 ENDVI_min 
                 0.286414958 
                 0.304890713 
                 0.312452726 
                 0.369076621 
               
               
                   
                 ENDVI_mean 
                 0.810624213 
                 0.522339819 
                 0.637716277 
                 0.491455071 
               
               
                   
                 ENDVI_max 
                 0.8553800 
                 0.807328739 
                 0.833448071 
                 0.753179397 
               
               
                   
                 ENDVI_sd 
                 0.191950326 
                 0.164952039 
                 0.143876173 
                 0.10340289 
               
               
                   
                 LCI_min 
                 0.085025621 
                 0.067848885 
                 0.137335326 
                 0.079849931 
               
               
                   
                 LCI_mean 
                 0.375462161 
                 0.280871784 
                 0.391787803 
                 0.210587874 
               
               
                   
                   
               
            
           
           
               
               
            
               
                   
                 Parcel X2 
               
               
                   
                 Sample Location 
               
            
           
           
               
               
               
               
               
               
            
               
                   
                 X2-P-4 
                 X2-P-9 
                 X2-P-10 
                 X2-P-7 
                 X2-P-5 
               
               
                   
               
               
                 LCI_max 
                 0.651713205 
                 0.638710557 
                 0.689423053 
                 0.640112548 
                 0.734597912 
               
               
                 LCI_sd 
                 0.104306524 
                 0.085491496 
                 0.141010307 
                 0.115384016 
                 0.129366623 
               
               
                 EVI_min 
                 0.075538843 
                 0.058924869 
                 0.041296473 
                 0.061397705 
                 0.044130583 
               
               
                 EVI_mean 
                 0.452193526 
                 0.378851921 
                 0.420486428 
                 0.443830854 
                 0.391327515 
               
               
                 EVI_max 
                 0.817297988 
                 0.856816513 
                 0.791846761 
                 0.77336168 
                 1.008477412 
               
               
                 EVI_sd 
                 0.172539403 
                 0.156166382 
                 0.239556519 
                 0.187879957 
                 0.214475538 
               
               
                 NIRv_min 
                 0.069064699 
                 0.049934309 
                 0.0382699 
                 0.059407242 
                 0.036641385 
               
               
                 NIRv_mean 
                 0.322603278 
                 0.294646427 
                 0.293813893 
                 0.31384686 
                 0.291477404 
               
               
                 NIRv_max 
                 0.554616809 
                 0.595755544 
                 0.559029996 
                 0.531940043 
                 0.715683937 
               
               
                 NIRv_sd 
                 0.09838997 
                 0.092854499 
                 0.143492036 
                 0.110174591 
                 0.130478001 
               
               
                 GLI_min 
                 −0.07161784 
                 −0.092493087 
                 −0.108026451 
                 −0.082469222 
                 −0.082780604 
               
               
                 GLI_mean 
                 0.128761802 
                 0.036765157 
                 0.099584751 
                 0.125333076 
                 0.084268651 
               
               
                 GLI_max 
                 0.462951189 
                 0.374599567 
                 0.395188971 
                 0.405554156 
                 0.472740686 
               
               
                 GLI_sd 
                 0.132800946 
                 0.102399262 
                 0.144793209 
                 0.12395267 
                 0.145848808 
               
               
                 CVI_min 
                 3.080762759 
                 2.884845234 
                 2.943879241 
                 3.141879651 
                 3.151760106 
               
               
                 CVI_mean 
                 6.173023851 
                 6.88232553 
                 6.293305121 
                 6.541599011 
                 5.974441352 
               
               
                 CVI_max 
                 8.774352492 
                 9.608594713 
                 9.745779222 
                 9.896908826 
                 10.38196655 
               
               
                 CVI_sd 
                 1.325121771 
                 1.258829949 
                 1.593696337 
                 1.578851171 
                 1.524421008 
               
               
                 CI_Rededge_min 
                 0.454588724 
                 0.456386859 
                 0.411252782 
                 0.460715416 
                 0.401948491 
               
               
                 CI_Rededge_mean 
                 1.371252164 
                 1.202502495 
                 1.357342987 
                 1.4115550801 
                 1.30121101 
               
               
                 CI_Rededge_max 
                 2.190341837 
                 2.078544158 
                 2.59814453 
                 2.21955144 
                 3.120602488 
               
               
                 CI_Rededge_sd 
                 0.36438188 
                 0.287537438 
                 0.513335956 
                 0.419919374 
                 0.519323804 
               
               
                 NDRE_min 
                 0.185199549 
                 0.185796003 
                 0.170555849 
                 0.18722824 
                 0.167342677 
               
               
                 NDRE_mean 
                 0.399204615 
                 0.370440608 
                 0.389673286 
                 0.403988808 
                 0.379994611 
               
               
                 NDRE_max 
                 0.52271197 
                 0.509640968 
                 0.574300027 
                 0.526015969 
                 0.609420961 
               
               
                 NDRE_sd 
                 0.070512147 
                 0.056797602 
                 0.096401189 
                 0.079663874 
                 0.09159187 
               
               
                 system 
                 Vineyard 
                 Vineyard 
                 Vineyard 
                 Vineyard 
                 Vineyard 
               
               
                 crop 
                 Wine grapes 
                 Wine grapes 
                 Wine grapes 
                 Wine grapes 
                 Wine grapes 
               
               
                 age 
                 3 
                 3 
                 3 
                 3 
                 3 
               
               
                 prcp_mean 
                 3.583506927 
                 3.583506927 
                 3.583506927 
                 3.583506927 
                 3.583506927 
               
               
                 prcp_max 
                 138.7399979 
                 138.7399979 
                 138.7399979 
                 138.7399979 
                 138.7399979 
               
               
                 prcp_sd 
                 13.78393873 
                 13.78393873 
                 13.78393873 
                 13.78393873 
                 13.78393873 
               
               
                 srad_min 
                 57.93000031 
                 57.93000031 
                 57.93000031 
                 57.93000031 
                 57.93000031 
               
               
                 srad_mean 
                 243.1942705 
                 243.1942705 
                 243.1942705 
                 243.1942705 
                 243.1942705 
               
               
                 srad_max 
                 449.1699982 
                 449.1699982 
                 449.1699982 
                 449.1699982 
                 449.1699982 
               
               
                 srad_sd 
                 93.71569219 
                 93.71569219 
                 93.71569219 
                 93.71569219 
                 93.71569219 
               
               
                 tmax_min 
                 7.869999886 
                 7.869999886 
                 7.869999886 
                 7.869999886 
                 7.869999886 
               
               
                 tmax_mean 
                 18.82722225 
                 18.82722225 
                 18.82722225 
                 18.82722225 
                 18.82722225 
               
               
                 tmax_max 
                 34.875 
                 34.875 
                 34.875 
                 34.875 
                 34.875 
               
               
                 tmax_sd 
                 5.819062389 
                 5.819062389 
                 5.819062389 
                 5.819062389 
                 5.819062389 
               
               
                 tmin_min 
                 −0.925000012 
                 −0.925000012 
                 −0.925000012 
                 −0.925000012 
                 −0.925000012 
               
               
                 tmin_mean 
                 7.037604171 
                 7.037604171 
                 7.037604171 
                 7.037604171 
                 7.037604171 
               
               
                 tmin_max 
                 13.99499989 
                 13.99499989 
                 13.99499989 
                 13.99499989 
                 13.99499989 
               
               
                 tmin_sd 
                 3.540111509 
                 3.540111509 
                 3.540111509 
                 3.540111509 
                 3.540111509 
               
               
                 vp_min 
                 331.4100037 
                 331.4100037 
                 331.4100037 
                 331.4100037 
                 331.4100037 
               
               
                 vp_mean 
                 853.4975334 
                 853.4975334 
                 853.4975334 
                 853.4975334 
                 853.4975334 
               
               
                 vp_max 
                 1496.5 
                 1496.5 
                 1496.5 
                 1496.5 
                 1496.5 
               
               
                 vp_sd 
                 297.7363722 
                 297.7363722 
                 297.7363722 
                 297.7363722 
                 297.7363722 
               
               
                 sunlight_hr_mean 
                 10.35992146 
                 10.35992146 
                 10.35992146 
                 10.35992146 
                 10.35992146 
               
               
                 sunlight_hr_sum 
                 1502.188611 
                 1502.188611 
                 1502.188611 
                 1502.188611 
                 1502.188611 
               
               
                 sampling_date.y 
                 2022-02-10 
                 2022-02-10 
                 2022-02-10 
                 2022-02-10 
                 2022-02-10 
               
               
                 SCI_S2_min 
                 −0.103550296 
                 −0.118054006 
                 −0.114543115 
                 −0.198720877 
                 −0.109693262 
               
               
                 SCI_S2_mean 
                 −0.037066052 
                 −0.051367774 
                 −0.050919963 
                 −0.08693389 
                 −0.035724108 
               
               
                 SCI_S2_max 
                 0.04866426 
                 0.055604075 
                 0.053117783 
                 0.016896209 
                 0.041836581 
               
               
                 SCI_S2_sd 
                 0.034973128 
                 0.043936348 
                 0.046472457 
                 0.066142846 
                 0.034757288 
               
               
                 CI_S2_min 
                 0.095360825 
                 0.079552926 
                 0.079790713 
                 0.074440053 
                 0.054824561 
               
               
                 CI_S2_mean 
                 0.386956291 
                 0.375101432 
                 0.364571367 
                 0.378394894 
                 0.362377158 
               
               
                 CI_S2_max 
                 0.615321252 
                 0.618559636 
                 0.63317757 
                 0.604669887 
                 0.614107884 
               
               
                 CI_S2_sd 
                 0.163385594 
                 0.168067587 
                 0.169135545 
                 0.163274104 
                 0.172328609 
               
               
                 NDWI_S2_min 
                 −0.682749045 
                 −0.682229965 
                 −0.682038052 
                 −0.693553223 
                 −0.664552949 
               
               
                 NDWI_S2_mean 
                 −0.552189435 
                 −0.557473272 
                 −0.555963723 
                 −0.559739718 
                 −0.558000471 
               
               
                 NDWI_S2_max 
                 −0.343935382 
                 −0.334446764 
                 −0.336949718 
                 −0.351855527 
                 −0.333616299 
               
               
                 NDWI_S2_sd 
                 0.095852876 
                 0.104511979 
                 0.103932312 
                 0.09843271 
                 0.100702988 
               
               
                 VARI_S2_min 
                 −0.277821626 
                 −0.292328042 
                 −0.30589949 
                 −0.286769231 
                 −0.280395137 
               
               
                 VARI_S2_mean 
                 −0.053989481 
                 −0.044981309 
                 −0.035130452 
                 −0.010403542 
                 −0.030977465 
               
               
                 VARI_S2_max 
                 0.191458027 
                 0.218002813 
                 0.226804124 
                 0.282608696 
                 0.207578254 
               
               
                 VARI_S2_sd 
                 0.157428578 
                 0.178443792 
                 0.183894386 
                 0.203488832 
                 0.173741588 
               
               
                 kNDVI_S2_min 
                 0.094301978 
                 0.084381181 
                 0.091387994 
                 0.108715388 
                 0.092647119 
               
               
                 kNDVI_S2_mean 
                 0.271012386 
                 0.290128152 
                 0.29220169 
                 0.295706431 
                 0.287142436 
               
               
                 kNDVI_S2_max 
                 0.45339859 
                 0.480126608 
                 0.485929732 
                 0.513705976 
                 0.472089578 
               
               
                 kNDVI_S2_sd 
                 0.120436596 
                 0.142907301 
                 0.146216716 
                 0.160381689 
                 0.135023714 
               
               
                 SAVI_S2_min 
                 0.46127067 
                 0.436202656 
                 0.454046101 
                 0.495514658 
                 0.457178449 
               
               
                 SAVI_S2_mean 
                 0.775309563 
                 0.8003171 
                 0.803534309 
                 0.806316368 
                 0.797913841 
               
               
                 SAVI_S2_max 
                 1.048712108 
                 1.084764456 
                 1.092583845 
                 1.130063635 
                 1.073928043 
               
               
                 SAVI_S2_sd 
                 0.189460296 
                 0.222056506 
                 0.224048965 
                 0.244060059 
                 0.209285775 
               
               
                 ENDVI_S2_min 
                 0.262233375 
                 0.258271352 
                 0.259898477 
                 0.278177155 
                 0.252835896 
               
               
                 ENDVI_S2_mean 
                 0.54852551 
                 0.557059062 
                 0.555231182 
                 0.567183752 
                 0.549572976 
               
               
                 ENDVI_S2_max 
                 0.674635889 
                 0.705352411 
                 0.715039678 
                 0.752291305 
                 0.739558025 
               
               
                 ENDVI_S2_sd 
                 0.131876851 
                 0.144470880 
                 0.140396643 
                 0.142680403 
                 0.140826838 
               
               
                 LCI_S2_B5_min 
                 0.219729207 
                 0.207595435 
                 0.209720237 
                 0.221722003 
                 0.215559767 
               
               
                 LCI_S2_B5_mean 
                 0.383871068 
                 0.40136283 
                 0.40100707 
                 0.397586891 
                 0.399005757 
               
               
                 LCI_S2_B5_max 
                 0.551599965 
                 0.557831705 
                 0.565984252 
                 0.574299462 
                 0.549786395 
               
               
                 LCI_S2_B5_sd 
                 0.094630161 
                 0.105950743 
                 0.111130124 
                 0.122758054 
                 0.102911713 
               
               
                 LCI_S2_B6_min 
                 0.085188028 
                 0.077628793 
                 0.087135506 
                 0.04585759 
                 0.098006645 
               
               
                 LCI_S2_B6_mean 
                 0.148595756 
                 0.147990556 
                 0.147638259 
                 0.154914201 
                 0.176618545 
               
               
                 LCI_S2_B6_max 
                 0.199522673 
                 0.199661591 
                 0.190462754 
                 0.205725735 
                 0.243587835 
               
               
                 LCI_S2_B6_sd 
                 0.034869238 
                 0.036775408 
                 0.032067043 
                 0.035428107 
                 0.039175709 
               
               
                 LCI_S2_B7_min 
                 0.029728725 
                 0.014467184 
                 0.000343053 
                 −0.016010385 
                 0.057931834 
               
               
                 LCI_S2_B7_mean 
                 0.075469749 
                 0.068649046 
                 0.068035154 
                 0.077692584 
                 0.10489218 
               
               
                 LCI_S2_B7_max 
                 0.112649165 
                 0.107875411 
                 0.122282609 
                 0.124823097 
                 0.182478959 
               
               
                 LCI_S2_B7_sd 
                 0.025861716 
                 0.02363296 
                 0.02610168 
                 0.032379523 
                 0.027709092 
               
               
                 NIRv_S2_min 
                 1726 
                 1636 
                 1648 
                 1710 
                 1504 
               
               
                 NIRv_S2_mean 
                 2663.4375 
                 2689.6875 
                 2680.875 
                 2954.40525 
                 2572.71875 
               
               
                 NIRv_S2_max 
                 3618 
                 3699 
                 3625 
                 3980 
                 3553 
               
               
                 NIRv_S2_sd 
                 499.9369597 
                 452.2335913 
                 463.202151 
                 477.0825221 
                 484.8273543 
               
               
                 GLI_S2_min 
                 −0.037518038 
                 −0.059606657 
                 −0.065786332 
                 −0.050445104 
                 −0.53066412 
               
               
                 GLI_S2_mean 
                 0.067190315 
                 0.069821128 
                 0.073115803 
                 0.095181918 
                 0.076108053 
               
               
                 GLI_S2_max 
                 0.218262806 
                 0.217391304 
                 0.212477928 
                 0.284512618 
                 0.227790433 
               
               
                 GLI_S2_sd 
                 0.08387675 
                 0.097097855 
                 0.097482372 
                 0.117666037 
                 0.094517492 
               
               
                 CVI_S2_min 
                 2.182998571 
                 2.153445559 
                 2.148333354 
                 2.145762029 
                 2.133842347 
               
               
                 CVI_S2_mean 
                 4.044151796 
                 4.189820699 
                 4.108489159 
                 3.851524008 
                 3.974820041 
               
               
                 CVI_S2_max 
                 6.243507873 
                 6.389281555 
                 6.257888099 
                 5.599971517 
                 6.054186851 
               
               
                 CVI_S2_sd 
                 1.272033295 
                 1.27375194 
                 1.23572309 
                 1.087907079 
                 1.202721204 
               
               
                 CI_Rededge_S2_B5_min 
                 0.606238859 
                 0.474157303 
                 0.471750115 
                 0.499788584 
                 0.496903287 
               
               
                 CI_Rededge_S2_B5_mean 
                 1.057148316 
                 1.33551377 
                 1.136602378 
                 1.125210264 
                 1.122394666 
               
               
                 CI_Rededge_S2_B5_max 
                 1.851754706 
                 1.836099585 
                 1.897571278 
                 1.923222749 
                 1.78358209 
               
               
                 CI_Rededge_S2_B5_sd 
                 0.362102638 
                 0.401274899 
                 0.429984716 
                 0.480669856 
                 0.38829966 
               
               
                 CI_Rededge_S2_B6_min 
                 0.116842105 
                 0.101289134 
                 0.114054782 
                 0.066084788 
                 0.176779026 
               
               
                 CI_Rededge_S2_B6_mean 
                 0.250822098 
                 0.248697784 
                 0.245304715 
                 0.256246738 
                 0.303875165 
               
               
                 CI_Rededge_S2_B6_max 
                 0.387395737 
                 0.383947939 
                 0.383249882 
                 0.364587876 
                 0.441636582 
               
               
                 CI_Rededge_S2_B6_sd 
                 0.079051363 
                 0.086776994 
                 0.073289942 
                 0.064640762 
                 0.079858772 
               
               
                 CI_Rededge_S2_B7_min 
                 0.036463081 
                 0.017439387 
                 0.000403226 
                 −0.021179164 
                 0.095703125 
               
               
                 CI_Rededge_S2_B7_mean 
                 0.114357166 
                 0.102194378 
                 0.10142903 
                 0.114959213 
                 0.159440585 
               
               
                 CI_Rededge_S2_B7_max 
                 0.187153053 
                 0.178019223 
                 0.207026349 
                 0.199769939 
                 0.273823192 
               
               
                 CI_Rededge_S2_B7_sd 
                 0.045649636 
                 0.041427663 
                 0.043656177 
                 0.048495055 
                 0.043006152 
               
               
                 NDRE_S2_B5_min 
                 0.201991465 
                 0.19164396 
                 0.190656718 
                 0.199932341 
                 0.199007823 
               
               
                 NDRE_S2_B5_mean 
                 0.337189035 
                 0.352043532 
                 0.350897292 
                 0.345851125 
                 0.349876205 
               
               
                 NDRE_S2_B5_max 
                 0.480757483 
                 0.478637101 
                 0.48885993 
                 0.490215028 
                 0.471400394 
               
               
                 NDRE_S2_B5_sd 
                 0.075516724 
                 0.082129244 
                 0.086963584 
                 0.095702133 
                 0.00010748 
               
               
                 NDRE_S2_B6_min 
                 0.05519642 
                 0.04820333 
                 0.053950722 
                 0.031985516 
                 0.081211287 
               
               
                 NDRE_S2_B6_mean 
                 0.110380035 
                 0.109321914 
                 0.108334233 
                 0.112848009 
                 0.130879963 
               
               
                 NDRE_S2_B6_max 
                 0.162267081 
                 0.161055505 
                 0.153707775 
                 0.154186647 
                 0.180877279 
               
               
                 NDRE_S2_B6_sd 
                 0.031041316 
                 0.034106721 
                 0.029044875 
                 0.025111375 
                 0.030311953 
               
               
                 NDRE_S2_B7_min 
                 0.017905103 
                 0.008644318 
                 0.000201572 
                 −0.010702922 
                 0.045666355 
               
               
                 NDRE_S2_B7_mean 
                 0.053657485 
                 0.048253335 
                 0.047867182 
                 0.053862518 
                 0.07348117 
               
               
                 NDRE_S2_B7_max 
                 0.085569253 
                 0.081734459 
                 0.093803297 
                 0.090814014 
                 0.120424135 
               
               
                 NDRE_S2_B7_sd 
                 0.020492575 
                 0.018853895 
                 0.019859305 
                 0.022192691 
                 0.018304497 
               
               
                 Three_BSI_Tian_S2_min 
                 −0.777507303 
                 −0.7771261 
                 −0.774469124 
                 −0.748275862 
                 −0.768972142 
               
               
                 Three_BSI_Tian_S2_mean 
                 −0.696807874 
                 −0.704142247 
                 −0.70221834 
                 −0.67206021 
                 −0.692546212 
               
               
                 Three_BSI_Tian_S2_max 
                 −0.573115851 
                 −0.575081226 
                 −0.577008929 
                 −0.049921255 
                 −0.670040023 
               
               
                 Three_BSI_Tian_S2_sd 
                 0.055082574 
                 0.057626315 
                 0.057501905 
                 0.049921255 
                 0.056447329 
               
               
                 mND_Verrelat_S2_max 
                 258.7142857 
                 121.4285714 
                 552.3333333 
                 1403 
                 90 
               
               
                 MCARI_S2_min 
                 77325.2 
                 36556 
                 60672 
                 68686.8 
                 60669 
               
               
                 MCARI_S2_mean 
                 161161.3375 
                 159155.7125 
                 160680.35 
                 217056.2063 
                 147968.0563 
               
               
                 MCARI_S2_max 
                 237718 
                 305393.6 
                 295678 
                 394941.6 
                 274344 
               
               
                 MCARI_S2_sd 
                 46860.50939 
                 84485.28133 
                 69775.73444 
                 103384.5848 
                 66197.89647 
               
               
                 IRECI_S2_min 
                 1413.9125 
                 1386.267757 
                 1437.691318 
                 1606.20122 
                 1166.662347 
               
               
                 IRECI_S2_mean 
                 2600.366788 
                 2806.600814 
                 2819.022178 
                 2998.916927 
                 2323.473045 
               
               
                 IRECI_S2_max 
                 4010.256303 
                 4795.910345 
                 4811.117296 
                 4957.816114 
                 3944.224299 
               
               
                 IRECI_S2_sd 
                 861.9203899 
                 1210.396217 
                 1244.968369 
                 1292.498893 
                 864.8538764 
               
               
                 NDMI_S2_min 
                 −0.04866426 
                 −0.055804076 
                 −0.053117783 
                 −0.016896209 
                 −0.041836581 
               
               
                 NDMI_S2_mean 
                 0.037066052 
                 0.051367774 
                 0.050919963 
                 0.08693389 
                 0.035724106 
               
               
                 NDMI_S2_max 
                 0.103550296 
                 0.118054006 
                 0.114543115 
                 0.198720877 
                 0.109693252 
               
               
                 NDMI_S2_sd 
                 0.034973128 
                 0.043936348 
                 0.046472457 
                 0.066142845 
                 0.034757286 
               
               
                 S2REP_min 
                 712.0216049 
                 713.891129 
                 712.8521127 
                 712.1296296 
                 712.2585227 
               
               
                 S2REP_mean 
                 718.1787359 
                 719.4609392 
                 718.8287051 
                 718.2368845 
                 718.0607826 
               
               
                 S2REP_max 
                 722.5 
                 725.5523256 
                 723.2191781 
                 721.7427885 
                 722.862069 
               
               
                 S2REP_sd 
                 2.844674495 
                 3.729494589 
                 2.821142958 
                 2.158744752 
                 2.751397379 
               
               
                 SR_S2_min 
                 1.888268156 
                 1.820199778 
                 1.868317389 
                 1.986740331 
                 1.876941458 
               
               
                 SR_S2_mean 
                 3.452196028 
                 3.774463247 
                 3.822390994 
                 3.992547223 
                 3.702367762 
               
               
                 SR_S2_max 
                 5.65034965 
                 6.227790433 
                 6.366589327 
                 7.113350126 
                 6.043981481 
               
               
                 SR_S2_sd 
                 0.250354968 
                 1.603764068 
                 1.674547008 
                 1.977904553 
                 1.50825947 
               
               
                 GNDVI_S2_min 
                 0.343936382 
                 0.334446764 
                 0.336949718 
                 0.351855527 
                 0.333618299 
               
               
                 GNDVI_S2_mean 
                 0.552189436 
                 0.567473272 
                 0.686063723 
                 0.559739718 
                 0.558000471 
               
               
                 GNDVI_S2_max 
                 0.682749045 
                 0.582229965 
                 0.682038052 
                 0.693553223 
                 0.664552949 
               
               
                 GNDVI_S2_sd 
                 0.095852876 
                 0.104511979 
                 0.103932312 
                 0.09843271 
                 0.100702988 
               
               
                 NDVI_S2_min 
                 0.30754362 
                 0.290830382 
                 0.302727094 
                 0.330373659 
                 0.304817276 
               
               
                 NDVI_S2_mean 
                 0.516953664 
                 0.533627389 
                 0.535773089 
                 0.537619621 
                 0.532028678 
               
               
                 NDVI_S2_max 
                 0.699263933 
                 0.723290252 
                 0.728503937 
                 0.753492704 
                 0.716069668 
               
               
                 NDVI_S2_sd 
                 0.12634063 
                 0.148072389 
                 0.149401419 
                 0.162739163 
                 0.139558203 
               
               
                 MSI_S2_min 
                 0.81233244 
                 0.788822355 
                 0.794457275 
                 0.668445122 
                 0.802299867 
               
               
                 MSI_S2_mean 
                 0.930704234 
                 0.90565302 
                 0.906844201 
                 0.8466494 
                 0.933170817 
               
               
                 MSI_S2_max 
                 1.102307225 
                 1.117755857 
                 1.112196122 
                 1.034373195 
                 1.087325508 
               
               
                 MSI_S2_sd 
                 0.067017214 
                 0.083339278 
                 0.087646684 
                 0.112269615 
                 0.06634357 
               
               
                 EVI_S2_min 
                 0.689280278 
                 0.656257524 
                 0.679345729 
                 0.607776519 
                 0.711952972 
               
               
                 EVI_S2_mean 
                 1.29552207 
                 1.376145802 
                 1.389086554 
                 1.358962858 
                 1.406879394 
               
               
                 EVI_S2_max 
                 2.151187005 
                 2.33378257 
                 2.33155437 
                 2.411753106 
                 2.624040921 
               
               
                 EVI_S2_sd 
                 0.478965836 
                 0.55427408 
                 0.557920669 
                 0.59002402 
                 0.572866727 
               
               
                 sampling_date 
                 2021-03- 
                 2021-03- 
                 2022-02- 
                 2022-02- 
                 2022-02- 
               
               
                   
                 20T00:00:00Z 
                 20T00:00:00Z 
                 12T00:00:00Z 
                 12T00:00:00Z 
                 12T00:00:00Z 
               
               
                 taxorder 
                 Alfisols 
                 Alfisols 
                 Alfisols 
                 Alfisols 
                 Alfisols 
               
               
                 taxsuborder 
                 Xeralfs 
                 Xeralfs 
                 Xeralfs 
                 Xeralfs 
                 Xeralfs 
               
               
                 taxgrtgroup 
                 Palexeralfs 
                 Palexeralfs 
                 Palexeralfs 
                 Palexeralfs 
                 Palexeralfs 
               
               
                 taxsubgrp 
                 Mollic 
                 Mollic 
                 Mollic 
                 Mollic 
                 Mollic 
               
               
                   
                 Palexeralfs 
                 Palexeralfs 
                 Palexeralfs 
                 Palexeralfs 
                 Palexeralfs 
               
               
                 taxpartsize 
                 fine 
                 fine 
                 fine 
                 fine 
                 fine 
               
               
                 lcsnt_r 
                 3 
                 3 
                 3 
                 3 
                 3 
               
               
                 awc_r 
                 0.186046518 
                 0.186046518 
                 0.186046518 
                 0.186046518 
                 0.186046518 
               
               
                 wthirdbar_r 
                 32.77907083 
                 32.77907083 
                 32.77907083 
                 32.77907083 
                 32.77907083 
               
               
                 wfifteenbar_r 
                 19.71860415 
                 19.71860415 
                 19.71860415 
                 19.71860415 
                 19.71860415 
               
               
                 kwfact 
                 0.335116279 
                 0.335116279 
                 0.335116279 
                 0.335116279 
                 0.335116279 
               
               
                 kffact 
                 0.335116279 
                 0.335116279 
                 0.335116279 
                 0.335116279 
                 0.335116279 
               
               
                 claytotal_r 
                 30 
                 30 
                 30 
                 30 
                 30 
               
               
                 musym 
                 ZaA 
                 ZaA 
                 ZaA 
                 RnA 
                 RnA 
               
               
                 ph_mean_0_5 
                 6.825320244 
                 5.702754498 
                 6.55454731 
                 6.085464478 
                 6.041648855 
               
               
                 clay_mean_0_5 
                 30.61816406 
                 28.04101563 
                 17.84341431 
                 20.12170029 
                 18.84765525 
               
               
                 sand_mean_0_5 
                 33.76099777 
                 21.79101563 
                 40.79089355 
                 33.76836395 
                 38.62121201 
               
               
                 silt_mean_0_5 
                 34.049366 
                 49.98537827 
                 35.93652344 
                 46.10312663 
                 44.41789246 
               
               
                 hb_mean_0_5 
                 5.246660527 
                 3.075604422 
                 2.075308256 
                 3.444456937 
                 3.075338293 
               
               
                 n_mean_0_5 
                 1.258532047 
                 1.283736467 
                 1.355552021 
                 1.321102142 
                 1.334684134 
               
               
                 alpha_mean_0_5 
                 0.189423507 
                 0.327131576 
                 0.473978649 
                 0.301981591 
                 0.319007 
               
               
                 ksat_mean_0_5 
                 0.915640773 
                 0.577488848 
                 2.625437769 
                 1.358792871 
                 1.628046063 
               
               
                 theta_r_mean_0_5 
                 0.125004873 
                 0.079575762 
                 0.05575073 
                 0.06526953 
                 0.062726915 
               
               
                 theta_s_mean_0_5 
                 0.444021523 
                 0.44546026 
                 0.45504554 
                 0.44041127 
                 0.440598339 
               
               
                 ph_mean_5_15 
                 6.824072351 
                 6.769343145 
                 6.626858711 
                 6.1234622 
                 6.06571579 
               
               
                 clay_mean_5_15 
                 30.3465271 
                 29.19463348 
                 17.79268255 
                 20.68449593 
                 19.34082031 
               
               
                 sand_mean_5_15 
                 33.70332335 
                 21.69373703 
                 40.84082031 
                 33.727005 
                 38.33105469 
               
               
                 silt_mean_5_15 
                 34.05425252 
                 48.85293961 
                 36.04740906 
                 45.42954636 
                 44.07894897 
               
               
                 hb_mean_5_15 
                 5.304206965 
                 3.196967429 
                 2.050592208 
                 3.501662862 
                 3.084433696 
               
               
                 n_mean_5_15 
                 1.25922215 
                 1.282382965 
                 1.353484392 
                 1.314134121 
                 1.332590477 
               
               
                 alpha_mean_5_15 
                 0.189912993 
                 0.31727985 
                 0.468627346 
                 0.292249271 
                 0.318764365 
               
               
                 ksat_mean_5_15 
                 0.927740699 
                 0.562644042 
                 2.624737044 
                 1.286311276 
                 1.614845423 
               
               
                 theta_r_mean_5_15 
                 0.12429297 
                 0.078746825 
                 0.05562963 
                 0.065474711 
                 0.064448975 
               
               
                 theta_s_mean_5_15 
                 0.442747653 
                 0.444574744 
                 0.453072965 
                 0.437219977 
                 0.437517719 
               
               
                 ph_mean_15_30 
                 7.021382332 
                 6.878724098 
                 6.794202805 
                 6.176373005 
                 6.102796555 
               
               
                 clay_mean_15_30 
                 37.42074203 
                 31.85288429 
                 17.51750946 
                 22.58815002 
                 21.71616364 
               
               
                 sand_mean_15_30 
                 29.25268936 
                 21.33251762 
                 39.55278778 
                 32.99027252 
                 36.48627472 
               
               
                 silt_mean_15_30 
                 32.12854385 
                 46.40820313 
                 36.82226563 
                 44.39247131 
                 43.40244293 
               
               
                 hb_mean_15_30 
                 4.822539119 
                 3.187482559 
                 2.167941059 
                 3.587482913 
                 3.379542765 
               
               
                 n_mean_15_30 
                 1.242382765 
                 1.272646308 
                 1.361961365 
                 1.316674709 
                 1.326002836 
               
               
                 alpha_mean_15_30 
                 0.20894845 
                 0.321051975 
                 0.469476626 
                 0.278972241 
                 0.299199573 
               
               
                 ksat_mean_15_30 
                 0.537130041 
                 0.480175669 
                 2.543004733 
                 0.99391625 
                 1.141484023 
               
               
                 theta_r_mean_15_30 
                 0.134078592 
                 0.085191405 
                 0.052718445 
                 0.055902442 
                 0.065158717 
               
               
                 theta_s_mean_15_30 
                 0.464716391 
                 0.44233945 
                 0.448894173 
                 0.428133726 
                 0.430063009 
               
               
                 ph_mode_0_5 
                 7.18200015 
                 5.364000092 
                 6.998000145 
                 5.710000038 
                 5.710000038 
               
               
                 clay_mode_0_5 
                 31.5 
                 31.5 
                 22.5 
                 11.5 
                 11.5 
               
               
                 sand_mode_0_5 
                 34.5 
                 7.5 
                 12.5 
                 42.5 
                 42.5 
               
               
                 silt_mode_0_5 
                 32.5 
                 48.5 
                 53.5 
                 45.5 
                 45.5 
               
               
                 hb_mode_0_5 
                 6.575032681 
                 5.199477081 
                 1.485925851 
                 5.199477081 
                 3.251496509 
               
               
                 n_mode_0_5 
                 1.262500048 
                 1.262500048 
                 1.287499905 
                 1.262500048 
                 1.262500048 
               
               
                 alpha_mode_0_5 
                 0.165958702 
                 0.218775179 
                 0.660693437 
                 0.19952821 
                 0.288403176 
               
               
                 ksat_mode_0_5 
                 0.94055556 
                 0.266397019 
                 0.686152666 
                 2.836336254 
                 2.838336254 
               
               
                 theta_r_mode_0_5 
                 0.093999997 
                 0.054000001 
                 0.041999999 
                 0.050000001 
                 0.050000001 
               
               
                 theta_s_mode_0_5 
                 0.437735856 
                 0.445283026 
                 0.498113215 
                 0.437735856 
                 0.437735856 
               
               
                 ph_mode_5_15 
                 7.18200016 
                 5.262000084 
                 7.18200016 
                 5.710000038 
                 5.710000038 
               
               
                 clay_mode_5_15 
                 31.5 
                 31.5 
                 22.5 
                 11.5 
                 11.5 
               
               
                 sand_mode_5_15 
                 34.5 
                 7.5 
                 24.5 
                 42.5 
                 42.5 
               
               
                 silt_mode_5_15 
                 32.5 
                 46.5 
                 61.5 
                 46.5 
                 46.5 
               
               
                 hb_mode_5_15 
                 6.575032681 
                 5.199477081 
                 1.486925851 
                 4.808175508 
                 4.808175508 
               
               
                 n_mode_5_15 
                 1.262500048 
                 1.237499952 
                 1.287499905 
                 1.287499905 
                 1.287499905 
               
               
                 alpha_mode_5_15 
                 0.151356127 
                 0.19952621 
                 0.660693437 
                 0.19952621 
                 0.19952621 
               
               
                 ksat_mode_5_15 
                 0.94055556 
                 0.227534596 
                 0.586055563 
                 2.836336254 
                 2.836336254 
               
               
                 theta_r_mode_5_15 
                 0.093999997 
                 0.07 
                 0.041999999 
                 0.050000001 
                 0.050000001 
               
               
                 theta_s_mode_5_15 
                 0.437735856 
                 0.437735856 
                 0.490566045 
                 0.437735856 
                 0.422641546 
               
               
                 ph_mode_15_30 
                 7.366000175 
                 6.630000114 
                 7.642000198 
                 5.618000031 
                 5.618000031 
               
               
                 clay_mode_15_30 
                 39.5 
                 32.5 
                 21.5 
                 12.5 
                 12.5 
               
               
                 sand_mode_15_30 
                 29.5 
                 6.5 
                 25.5 
                 43.5 
                 43.5 
               
               
                 silt_mode_15_30 
                 30.5 
                 42.5 
                 60.5 
                 45.5 
                 45.5 
               
               
                 hb_mode_15_30 
                 5.080208889 
                 5.199477081 
                 1.607935775 
                 4.808175508 
                 4.808175508 
               
               
                 n_mode_15_30 
                 1.237499952 
                 1.237499952 
                 1.287499905 
                 1.287499905 
                 1.287499905 
               
               
                 alpha_mode_15_30 
                 0.165958702 
                 0.181970082 
                 0.602559588 
                 0.19952621 
                 0.19952621 
               
               
                 ksat_mode_15_30 
                 0.586055563 
                 0.165990684 
                 0.500560874 
                 0.165990684 
                 2.42256715 
               
               
                 theta_r_mode_15_30 
                 0.106000006 
                 0.07 
                 0.041999999 
                 0.050000001 
                 0.050000001 
               
               
                 theta_s_mode_15_30 
                 0.480377366 
                 0.445283026 
                 0.475471735 
                 0.445283026 
                 0.445283026 
               
               
                 ph_p50_0_5 
                 6.81400013 
                 6.446000099 
                 6.538000107 
                 5.986000061 
                 5.802000046 
               
               
                 clay_p50_0_5 
                 30.5 
                 30.5 
                 18.5 
                 16.5 
                 15.5 
               
               
                 sand_p50_0_5 
                 34.5 
                 20.5 
                 30.5 
                 40.5 
                 41.5 
               
               
                 silt_p50_0_5 
                 32.5 
                 45.5 
                 36.5 
                 45.5 
                 44.5 
               
               
                 hb_p50_0_5 
                 5.199477081 
                 3.251496509 
                 1.880301532 
                 3.516112061 
                 3.006795599 
               
               
                 n_p50_0_5 
                 1.237499952 
                 1.262500048 
                 1.3125 
                 1.287499905 
                 1.3125 
               
               
                 alpha_p50_0_5 
                 0.181970082 
                 0.288403176 
                 0.50118722 
                 0.263026773 
                 0.288403176 
               
               
                 ksat_p50_0_5 
                 0.803345892 
                 0.585055563 
                 2.06915932 
                 2.06915932 
                 2.06915932 
               
               
                 theta_r_p50_0_5 
                 0.118000001 
                 0.077999994 
                 0.050000001 
                 0.061999999 
                 0.067999998 
               
               
                 theta_s_p50_0_5 
                 0.437735856 
                 0.437735856 
                 0.460377365 
                 0.437735856 
                 0.437735856 
               
               
                 ph_p50_5_15 
                 6.181400013 
                 6.446000099 
                 6.538000107 
                 5.986000061 
                 5.802000046 
               
               
                 clay_p50_5_15 
                 30.5 
                 30.5 
                 18.5 
                 16.5 
                 15.5 
               
               
                 sand_p50_5_15 
                 34.5 
                 19.5 
                 27.5 
                 39.5 
                 40.5 
               
               
                 silt_p50_5_15 
                 32.5 
                 45.5 
                 37.5 
                 45.5 
                 44.5 
               
               
                 hb_p50_5_15 
                 5.199477081 
                 3.251496500 
                 1.880301532 
                 3.802262741 
                 3.251496509 
               
               
                 n_p50_5_15 
                 1.237499952 
                 1.262500048 
                 1.3125 
                 1.287499905 
                 1.3125 
               
               
                 alpha_p50_5_15 
                 0.181970082 
                 0.288403176 
                 0.50118722 
                 0.263026773 
                 0.288403175 
               
               
                 ksat_p50_5_15 
                 0.803345892 
                 0.586055563 
                 1.767307169 
                 2.06916932 
                 2.06915932 
               
               
                 theta_r_p50_5_15 
                 0.118000001 
                 0.077999994 
                 0.050000001 
                 0.061999999 
                 0.057999998 
               
               
                 theta_s_p50_5_15 
                 0.437735856 
                 0.437735856 
                 0.467924555 
                 0.430188715 
                 0.430188715 
               
               
                 ph_p50_15_30 
                 8.998000145 
                 8.630000114 
                 8.630000114 
                 6.170000076 
                 5.710000038 
               
               
                 clay_p50_15_30 
                 38.5 
                 31.5 
                 18.5 
                 19.5 
                 19.5 
               
               
                 sand_p50_15_30 
                 18.5 
                 19.5 
                 25.5 
                 37.5 
                 39.5 
               
               
                 silt_p50_15_30 
                 30.5 
                 42.5 
                 41.5 
                 42.5 
                 44.5 
               
               
                 hb_p50_15_30 
                 4.808175508 
                 3.251495509 
                 1.880301532 
                 3.802262741 
                 3.516112061 
               
               
                 n_p50_15_30 
                 1.212500095 
                 1.262500048 
                 1.3125 
                 1.287499905 
                 1.287499905 
               
               
                 alpha_p50_15_30 
                 0.19952521 
                 0.288403176 
                 0.50118722 
                 0.239883289 
                 0.263026773 
               
               
                 ksat_p50_15_30 
                 0.500560874 
                 0.585055563 
                 2.06915932 
                 1.289282995 
                 1.289282995 
               
               
                 theta_r_p50_15_30 
                 0.129999995 
                 0.082000002 
                 0.046472457 
                 0.066 
                 0.061999999 
               
               
                 theta_s_p50_15_30 
                 0.460377365 
                 0.437735856 
                 0.457924565 
                 0.430188715 
                 0.430188715 
               
               
                 ph_p5_0_5 
                 5.894000053 
                 1.845999956 
                 5.710000038 
                 5.342000008 
                 5.342000008 
               
               
                 clay_p5_0_5 
                 21.5 
                 14.5 
                 2.5 
                 8.5 
                 9.5 
               
               
                 sand_p5_0_5 
                 14.5 
                 5.50E+00 
                 5.50E+00 
                 6.5 
                 7.5 
               
               
                 silt_p5_0_5 
                 0.5 
                 34.5 
                 6.5 
                 0.5 
                 15.5 
               
               
                 hb_p5_0_5 
                 2.671254732 
                 0.795159229 
                 0.735317163 
                 1.087355863 
                 1.005523679 
               
               
                 n_p5_0_5 
                 1.162499905 
                 1.162499905 
                 1.212500095 
                 1.1875 
                 1.212500095 
               
               
                 alpha_p5_0_5 
                 0.066069335 
                 0.096499263 
                 0.138038422 
                 0.095499263 
                 0.10471285 
               
               
                 ksat_p5_0_5 
                 0.586055563 
                 3.90E−05 
                 3.90E−05 
                 0.194341485 
                 0.194341485 
               
               
                 theta_r_p5_0_5 
                 0.01 
                 0.002 
                 0.002 
                 0.002 
                 0.002 
               
               
                 theta_s_p5_0_5 
                 0.060377389 
                 0.430188715 
                 0.384905696 
                 0.422641546 
                 0.415094376 
               
               
                 ph_p5_5_15 
                 5.986000061 
                 6.170000075 
                 5.802000046 
                 5.434000015 
                 5.434000015 
               
               
                 clay_p5_5_15 
                 21.5 
                 15.5 
                 2.5 
                 10.5 
                 10.5 
               
               
                 sand_p5_5_15 
                 14.5 
                 6.50E+00 
                 5.50E+00 
                 7.5 
                 7.5 
               
               
                 silt_p5_5_15 
                 0.5 
                 34.5 
                 8.5 
                 0.5 
                 16.5 
               
               
                 hb_p5_5_15 
                 2.571254732 
                 0.869871401 
                 0.795159229 
                 1.087355863 
                 0.929850015 
               
               
                 n_p5_5_15 
                 1.162499905 
                 1.1875 
                 1.212500095 
                 1.1875 
                 1.212500095 
               
               
                 alpha_p5_5_15 
                 0.066069335 
                 0.095499263 
                 0.138038422 
                 0.095499263 
                 0.10471285 
               
               
                 ksat_p5_5_15 
                 0.586055553 
                 3.90E−05 
                 3.90E−05 
                 0.194341485 
                 0.194341485 
               
               
                 theta_r_p5_5_15 
                 0.01 
                 0.002 
                 0.002 
                 0.002 
                 0.002 
               
               
                 theta_s_p5_5_15 
                 0.060377389 
                 0.430188715 
                 0.384905698 
                 0.415094376 
                 0.415094376 
               
               
                 ph_p5_15_30 
                 6.354000092 
                 6.262000084 
                 5.802000046 
                 5.342000008 
                 5.342000008 
               
               
                 clay_p5_15_30 
                 21.5 
                 19.5 
                 1.5 
                 10.5 
                 10.5 
               
               
                 sand_p5_15_30 
                 15.5 
                 5.00E−01 
                 5.50E+00 
                 6.50E+00 
                 6.50E+00 
               
               
                 silt_p5_15_30 
                 0.5 
                 33.5 
                 5.5 
                 0.5 
                 18.5 
               
               
                 hb_p5_15_30 
                 2.571254732 
                 0.859871401 
                 0.795159229 
                 1.087355863 
                 1.087355863 
               
               
                 n_p5_15_30 
                 1.137500048 
                 1.62499905 
                 1.212500095 
                 1.1875 
                 1.1875 
               
               
                 alpha_p5_15_30 
                 0.10471285 
                 0.095499263 
                 0.138038422 
                 0.095499263 
                 0.095499263 
               
               
                 ksat_p5_15_30 
                 0.311897019 
                 3.90E−05 
                 3.90E−05 
                 3.90E−05 
                 3.90E−05 
               
               
                 theta_r_p5_15_30 
                 0.002 
                 0.006 
                 0.002 
                 0.006 
                 0.006 
               
               
                 theta_s_p5_15_30 
                 0.445283026 
                 0.060377389 
                 0.377358526 
                 0.384905696 
                 0.384905696 
               
               
                 ph_p95_0_5 
                 7.274000168 
                 7.642000198 
                 6.998000145 
                 6.998000145 
                 6.998000145 
               
               
                 clay_p95_0_5 
                 33.5 
                 31.5 
                 29.5 
                 31.5 
                 31.5 
               
               
                 sand_p95_0_5 
                 37.5 
                 39.5 
                 76.5 
                 43.5 
                 67.5 
               
               
                 silt_p95_0_5 
                 37.5 
                 64.5 
                 61.5 
                 61.5 
                 48.5 
               
               
                 hb_p95_0_5 
                 14.37778402 
                 9.722878889 
                 6.080208889 
                 9.722878889 
                 8.314499354 
               
               
                 n_p95_0_5 
                 1.337500095 
                 1.412499905 
                 1.537499905 
                 1.452500095 
                 1.487499952 
               
               
                 alpha_p95_0_5 
                 0.346736868 
                 1.148153618 
                 1.258925395 
                 0.954992587 
                 0.954992587 
               
               
                 ksat_p95_0_5 
                 1.767307169 
                 2.636335254 
                 25.79314315 
                 3.320776433 
                 3.320776433 
               
               
                 theta_r_p95_0_5 
                 0.205 
                 0.129999995 
                 0.114 
                 0.118000001 
                 0.114 
               
               
                 theta_s_p95_0_5 
                 0.475471735 
                 0.460377365 
                 0.498113215 
                 0.460377365 
                 0.460377365 
               
               
                 ph_p95_5_15 
                 7.16200015 
                 7.734000205 
                 7.18200016 
                 6.998000145 
                 6.998000145 
               
               
                 clay_p95_5_15 
                 32.5 
                 34.5 
                 29.5 
                 34.5 
                 32.5 
               
               
                 sand_p95_5_15 
                 34.5 
                 38.5 
                 77.5 
                 43.5 
                 65.5 
               
               
                 silt_p95_5_15 
                 37.5 
                 61.5 
                 51.5 
                 46.5 
                 46.5 
               
               
                 hb_p95_5_15 
                 14.37778402 
                 9.722878889 
                 6.080208889 
                 8.991155729 
                 8.314499354 
               
               
                 n_p95_5_15 
                 1.337500095 
                 1.412499905 
                 1.537499905 
                 1.4375 
                 1.487499952 
               
               
                 alpha_p95_5_15 
                 0.346736868 
                 1.148153618 
                 1.148153518 
                 0.954992587 
                 0.95499587 
               
               
                 ksat_p95_5_15 
                 1.767307169 
                 2.836336254 
                 25.79314316 
                 2.835336254 
                 3.320776433 
               
               
                 theta_r_p95_5_15 
                 0.206 
                 0.129999995 
                 0.109999999 
                 0.118000001 
                 0.118000001 
               
               
                 theta_s_p95_5_15 
                 0.475471735 
                 0.460377355 
                 0.490566045 
                 0.460377366 
                 0.467924565 
               
               
                 ph_p95_15_30 
                 7.366000175 
                 7.918000221 
                 7.642000198 
                 6.998000145 
                 6.998000145 
               
               
                 clay_p95_15_30 
                 40.5 
                 39.5 
                 28.5 
                 39.5 
                 38.5 
               
               
                 sand_p95_15_30 
                 29.5 
                 36.5 
                 86.5 
                 44.5 
                 56.5 
               
               
                 silt_p95_15_30 
                 38.5 
                 61.5 
                 60.5 
                 52.5 
                 52.5 
               
               
                 hb_p95_15_30 
                 8.314499354 
                 9.722878889 
                 6.080208889 
                 9.722878889 
                 9.722878889 
               
               
                 n_p95_15_30 
                 1.362499952 
                 1.387500048 
                 1.5625 
                 1.462500095 
                 1.487499952 
               
               
                 alpha_p95_15_30 
                 0.380189382 
                 1.148153618 
                 1.148153618 
                 0.870963593 
                 0.954992587 
               
               
                 ksat_p95_15_30 
                 1.101200404 
                 2.42256715 
                 25.79314316 
                 2.836336254 
                 2.836336254 
               
               
                 theta_r_p95_15_30 
                 0.233999997 
                 0.134000003 
                 0.101999998 
                 0.114 
                 0.114 
               
               
                 theta_s_p95_15_30 
                 0.475471735 
                 0.450377365 
                 0.483018875 
                 0.460377365 
                 0.460377365 
               
               
                 wrb 
                 Lixisols 
                 Lixisols 
                 Lixisols 
                 Lixisols 
                 Lixisols 
               
               
                 cec_0_5 cm_Q0.05 
                 96 
                 96 
                 96 
                 96 
                 96 
               
               
                 cec_5_15 cm_Q0.05 
                 100 
                 100 
                 100 
                 100 
                 100 
               
               
                 cec_15_30 cm_Q0.05 
                 93 
                 93 
                 93 
                 93 
                 93 
               
               
                 cec_30_60 cm_Q0.05 
                 93 
                 93 
                 93 
                 93 
                 93 
               
               
                 cec_60_100 cm_Q0.05 
                 101 
                 101 
                 101 
                 101 
                 101 
               
               
                 cec_100_200 cm_Q0.05 
                 115 
                 115 
                 115 
                 115 
                 115 
               
               
                 clay_0_5 cm_Q0.05 
                 26 
                 26 
                 26 
                 26 
                 26 
               
               
                 clay_5_15 cm_Q0.05 
                 32 
                 32 
                 32 
                 32 
                 32 
               
               
                 clay_15_30 cm_Q0.05 
                 51 
                 51 
                 51 
                 51 
                 51 
               
               
                 clay_30_60 cm_Q0.05 
                 39 
                 39 
                 39 
                 39 
                 39 
               
               
                 clay_60_100 cm_Q0.05 
                 35 
                 35 
                 35 
                 35 
                 35 
               
               
                 clay_100_200 cm_Q0.05 
                 29 
                 29 
                 29 
                 29 
                 29 
               
               
                 phh2o_0_5 cm_Q0.05 
                 51 
                 51 
                 51 
                 51 
                 51 
               
               
                 phh2o_5_15 cm_Q0.05 
                 51 
                 51 
                 51 
                 51 
                 51 
               
               
                 phh2o_15_30 cm_Q0.05 
                 51 
                 51 
                 51 
                 51 
                 51 
               
               
                 phh2o_30_60 cm_Q0.05 
                 51 
                 51 
                 51 
                 51 
                 51 
               
               
                 phh2o_60_100 cm_Q0.05 
                 50 
                 50 
                 50 
                 50 
                 50 
               
               
                 phh2o_100_200 cm_Q0.05 
                 50 
                 50 
                 50 
                 50 
                 50 
               
               
                 sand_0_5 cm_Q0.05 
                 20 
                 20 
                 20 
                 20 
                 20 
               
               
                 sand_5_15 cm_Q0.05 
                 20 
                 20 
                 20 
                 20 
                 20 
               
               
                 sand_15_30 cm_Q0.05 
                 20 
                 20 
                 20 
                 20 
                 20 
               
               
                 sand_30_60 cm_Q0.05 
                 16 
                 16 
                 16 
                 16 
                 16 
               
               
                 sand_60_100 cm_Q0.05 
                 15 
                 15 
                 15 
                 15 
                 15 
               
               
                 sand_100_200 cm_Q0.05 
                 16 
                 16 
                 16 
                 16 
                 16 
               
               
                 silt_0_5 cm_Q0.05 
                 41 
                 41 
                 41 
                 41 
                 41 
               
               
                 silt_5_15 cm_Q0.05 
                 42 
                 42 
                 42 
                 42 
                 42 
               
               
                 silt_15_30 cm_Q0.05 
                 33 
                 33 
                 33 
                 33 
                 33 
               
               
                 silt_30_60 cm_Q0.05 
                 39 
                 39 
                 39 
                 39 
                 39 
               
               
                 silt_60_100 cm_Q0.05 
                 27 
                 27 
                 27 
                 27 
                 27 
               
               
                 silt_100_200 cm_Q0.05 
                 19 
                 19 
                 19 
                 19 
                 19 
               
               
                 cec_0_5 cm_Q0.5 
                 195 
                 195 
                 195 
                 195 
                 195 
               
               
                 cec_5_15 cm_Q0.5 
                 190 
                 190 
                 190 
                 190 
                 190 
               
               
                 cec_15_30 cm_Q0.5 
                 183 
                 183 
                 183 
                 183 
                 183 
               
               
                 cec_30_60 cm_Q0.5 
                 195 
                 195 
                 195 
                 195 
                 195 
               
               
                 cec_60_100 cm_Q0.5 
                 234 
                 234 
                 234 
                 234 
                 234 
               
               
                 cec_100_200 cm_Q0.5 
                 230 
                 230 
                 230 
                 230 
                 230 
               
               
                 cfvo_0_5 cm_Q0.5 
                 10 
                 10 
                 10 
                 10 
                 10 
               
               
                 cfvo_5_15 cm_Q0.5 
                 30 
                 30 
                 30 
                 30 
                 30 
               
               
                 cfvo_15_30 cm_Q0.5 
                 10 
                 10 
                 10 
                 10 
                 10 
               
               
                 cfvo_30_60 cm_Q0.5 
                 10 
                 10 
                 10 
                 10 
                 10 
               
               
                 cfvo_60_100 cm_Q0.5 
                 10 
                 10 
                 10 
                 10 
                 10 
               
               
                 cfvo_100_200 cm_Q0.5 
                 10 
                 10 
                 10 
                 10 
                 10 
               
               
                 clay_0_5 cm_Q0.5 
                 222 
                 222 
                 222 
                 222 
                 222 
               
               
                 clay_5_15 cm_Q0.5 
                 228 
                 228 
                 228 
                 228 
                 228 
               
               
                 clay_15_30 cm_Q0.5 
                 295 
                 295 
                 295 
                 295 
                 295 
               
               
                 clay_30_60 cm_Q0.5 
                 302 
                 302 
                 302 
                 302 
                 302 
               
               
                 clay_60_100 cm_Q0.5 
                 310 
                 310 
                 310 
                 310 
                 310 
               
               
                 clay_100_200 cm_Q0.5 
                 306 
                 306 
                 306 
                 306 
                 306 
               
               
                 phh2o_0_5 cm_Q0.5 
                 60 
                 60 
                 60 
                 60 
                 60 
               
               
                 phh2o_5_15 cm_Q0.5 
                 60 
                 60 
                 60 
                 60 
                 60 
               
               
                 phh2o_15_30 cm_Q0.5 
                 60 
                 60 
                 60 
                 60 
                 60 
               
               
                 phh2o_30_60 cm_Q0.5 
                 60 
                 60 
                 60 
                 60 
                 60 
               
               
                 phh2o_60_100 cm_Q0.5 
                 60 
                 60 
                 60 
                 60 
                 60 
               
               
                 phh2o_100_200 cm_Q0.5 
                 63 
                 63 
                 63 
                 63 
                 63 
               
               
                 sand_0_5 cm_Q0.5 
                 242 
                 242 
                 242 
                 242 
                 242 
               
               
                 sand_5_15 cm_Q0.5 
                 242 
                 242 
                 242 
                 242 
                 242 
               
               
                 sand_15_30 cm_Q0.5 
                 223 
                 223 
                 223 
                 223 
                 223 
               
               
                 sand_30_60 cm_Q0.5 
                 217 
                 217 
                 217 
                 217 
                 217 
               
               
                 sand_60_100 cm_Q0.5 
                 220 
                 220 
                 220 
                 220 
                 220 
               
               
                 sand_100_200 cm_Q0.5 
                 217 
                 217 
                 217 
                 217 
                 217 
               
               
                 silt_0_5 cm_Q0.5 
                 399 
                 399 
                 399 
                 399 
                 399 
               
               
                 silt_5_15 cm_Q0.5 
                 402 
                 402 
                 402 
                 402 
                 402 
               
               
                 silt_15_30 cm_Q0.5 
                 372 
                 372 
                 372 
                 372 
                 372 
               
               
                 silt_30_60 cm_Q0.5 
                 370 
                 370 
                 370 
                 370 
                 370 
               
               
                 silt_60_100 cm_Q0.5 
                 325 
                 325 
                 325 
                 325 
                 325 
               
               
                 silt_100_200 cm_Q0.5 
                 317 
                 317 
                 317 
                 317 
                 317 
               
               
                 cec_0_5 cm_mean 
                 219 
                 219 
                 219 
                 219 
                 219 
               
               
                 cec_5_15 cm_mean 
                 192 
                 192 
                 192 
                 192 
                 192 
               
               
                 cec_15_30 cm_mean 
                 187 
                 187 
                 187 
                 187 
                 187 
               
               
                 cec_30_60 cm_mean 
                 201 
                 201 
                 201 
                 201 
                 201 
               
               
                 cec_60_100 cm_mean 
                 239 
                 239 
                 239 
                 239 
                 239 
               
               
                 cec_100_200 cm_mean 
                 234 
                 234 
                 234 
                 234 
                 234 
               
               
                 cfvo_0_5 cm_mean 
                 61 
                 61 
                 61 
                 61 
                 61 
               
               
                 cfvo_5_15 cm_mean 
                 75 
                 75 
                 75 
                 75 
                 75 
               
               
                 cfvo_15_30 cm_mean 
                 58 
                 58 
                 58 
                 58 
                 58 
               
               
                 cfvo_30_60 cm_mean 
                 60 
                 60 
                 60 
                 60 
                 60 
               
               
                 cfvo_60_100 cm_mean 
                 55 
                 55 
                 55 
                 55 
                 55 
               
               
                 cfvo_100_200 cm_mean 
                 60 
                 60 
                 60 
                 60 
                 60 
               
               
                 clay_0_5 cm_mean 
                 333 
                 333 
                 333 
                 333 
                 333 
               
               
                 clay_5_15 cm_mean 
                 330 
                 330 
                 330 
                 330 
                 330 
               
               
                 clay_15_30 cm_mean 
                 386 
                 386 
                 386 
                 386 
                 386 
               
               
                 clay_30_60 cm_mean 
                 388 
                 388 
                 388 
                 388 
                 388 
               
               
                 clay_60_100 cm_mean 
                 394 
                 394 
                 394 
                 394 
                 394 
               
               
                 clay_100_200 cm_mean 
                 383 
                 383 
                 383 
                 383 
                 383 
               
               
                 phh2o_0_5 cm_mean 
                 62 
                 62 
                 62 
                 62 
                 62 
               
               
                 phh2o_5_15 cm_mean 
                 61 
                 61 
                 61 
                 61 
                 61 
               
               
                 phh2o_15_30 cm_mean 
                 61 
                 61 
                 61 
                 61 
                 61 
               
               
                 phh2o_30_60 cm_mean 
                 61 
                 61 
                 61 
                 61 
                 61 
               
               
                 phh2o_60_100 cm_mean 
                 62 
                 62 
                 62 
                 62 
                 62 
               
               
                 phh2o_100_200 cm_mean 
                 63 
                 63 
                 63 
                 63 
                 63 
               
               
                 sand_0_5 cm_mean 
                 246 
                 246 
                 246 
                 246 
                 246 
               
               
                 sand_5_15 cm_mean 
                 247 
                 247 
                 247 
                 247 
                 247 
               
               
                 sand_15_30 cm_mean 
                 233 
                 233 
                 233 
                 233 
                 233 
               
               
                 sand_30_60 cm_mean 
                 234 
                 234 
                 234 
                 234 
                 234 
               
               
                 sand_60_100 cm_mean 
                 243 
                 243 
                 243 
                 243 
                 243 
               
               
                 sand_100_200 cm_mean 
                 257 
                 257 
                 257 
                 257 
                 257 
               
               
                 silt_0_5 cm_mean 
                 421 
                 421 
                 421 
                 421 
                 421 
               
               
                 silt_5_15 cm_mean 
                 423 
                 423 
                 423 
                 423 
                 423 
               
               
                 silt_15_30 cm_mean 
                 381 
                 381 
                 381 
                 381 
                 381 
               
               
                 silt_30_60 cm_mean 
                 378 
                 378 
                 378 
                 378 
                 378 
               
               
                 silt_60_100 cm_mean 
                 364 
                 364 
                 364 
                 364 
                 364 
               
               
                 silt_100_200 cm_mean 
                 360 
                 360 
                 360 
                 360 
                 360 
               
               
                 cec_0_5 cm_Q0.95 
                 378 
                 378 
                 378 
                 378 
                 378 
               
               
                 cec_5_15 cm_Q0.95 
                 323 
                 323 
                 323 
                 323 
                 323 
               
               
                 cec_15_30 cm_Q0.95 
                 330 
                 330 
                 330 
                 330 
                 330 
               
               
                 cec_30_60 cm_Q0.95 
                 333 
                 333 
                 333 
                 333 
                 333 
               
               
                 cec_60_100 cm_Q0.95 
                 377 
                 377 
                 377 
                 377 
                 377 
               
               
                 cec_100_200 cm_Q0.95 
                 377 
                 377 
                 377 
                 377 
                 377 
               
               
                 cfvo_0_5 cm_Q0.95 
                 240 
                 240 
                 240 
                 240 
                 240 
               
               
                 cfvo_5_15 cm_Q0.95 
                 291 
                 291 
                 291 
                 291 
                 291 
               
               
                 cfvo_15_30 cm_Q0.95 
                 272 
                 272 
                 272 
                 272 
                 272 
               
               
                 cfvo_30_60 cm_Q0.95 
                 312 
                 312 
                 312 
                 312 
                 312 
               
               
                 cfvo_60_100 cm_Q0.95 
                 234 
                 234 
                 234 
                 234 
                 234 
               
               
                 cfvo_100_200 cm_Q0.95 
                 358 
                 358 
                 358 
                 358 
                 358 
               
               
                 clay_0_5 cm_Q0.95 
                 935 
                 935 
                 935 
                 935 
                 935 
               
               
                 clay_5_15 cm_Q0.95 
                 917 
                 917 
                 917 
                 917 
                 917 
               
               
                 clay_15_30 cm_Q0.95 
                 939 
                 939 
                 939 
                 939 
                 939 
               
               
                 clay_30_60 cm_Q0.95 
                 939 
                 939 
                 939 
                 939 
                 939 
               
               
                 clay_60_100 cm_Q0.95 
                 940 
                 940 
                 940 
                 940 
                 940 
               
               
                 clay_100_200 cm_Q0.95 
                 959 
                 959 
                 959 
                 959 
                 959 
               
               
                 phh2o_0_5 cm_Q0.95 
                 75 
                 75 
                 75 
                 75 
                 75 
               
               
                 phh2o_5_15 cm_Q0.95 
                 75 
                 75 
                 75 
                 75 
                 75 
               
               
                 phh2o_15_30 cm_Q0.95 
                 75 
                 75 
                 75 
                 75 
                 75 
               
               
                 phh2o_30_60 cm_Q0.95 
                 77 
                 77 
                 77 
                 77 
                 77 
               
               
                 phh2o_60_100 cm_Q0.95 
                 79 
                 79 
                 79 
                 79 
                 79 
               
               
                 phh2o_100_200 cm_Q0.95 
                 80 
                 80 
                 80 
                 80 
                 80 
               
               
                 sand_0_5 cm_Q0.95 
                 545 
                 545 
                 545 
                 545 
                 545 
               
               
                 sand_5_15 cm_Q0.95 
                 551 
                 551 
                 551 
                 551 
                 551 
               
               
                 sand_15_30 cm_Q0.95 
                 549 
                 549 
                 549 
                 549 
                 549 
               
               
                 sand_30_60 cm_Q0.95 
                 550 
                 550 
                 550 
                 550 
                 550 
               
               
                 sand_60_100 cm_Q0.95 
                 572 
                 572 
                 572 
                 572 
                 572 
               
               
                 sand_100_200 cm_Q0.95 
                 608 
                 608 
                 608 
                 608 
                 608 
               
               
                 silt_0_5 cm_Q0.95 
                 898 
                 898 
                 898 
                 898 
                 898 
               
               
                 silt_5_15 cm_Q0.95 
                 892 
                 892 
                 892 
                 892 
                 892 
               
               
                 silt_15_30 cm_Q0.95 
                 871 
                 871 
                 871 
                 871 
                 871 
               
               
                 silt_30_60 cm_Q0.95 
                 886 
                 886 
                 886 
                 886 
                 886 
               
               
                 silt_60_100 cm_Q0.95 
                 871 
                 871 
                 871 
                 871 
                 871 
               
               
                 silt_100_200 cm_Q0.95 
                 884 
                 884 
                 884 
                 884 
                 884 
               
               
                   
               
            
           
           
               
               
            
               
                   
                 Parcel V4 
               
               
                   
                 Sample Location 
               
            
           
           
               
               
               
               
               
               
            
               
                   
                 V4-P-2 
                 V4-P-10 
                 V4-P-5 
                 V4-P-7 
                 V4-P-4 
               
               
                   
               
               
                 LCI_max 
                 0.634557788 
                 0.551017374 
                 0.525584118 
                 0.491651093 
                 0.563030012 
               
               
                 LCI_sd 
                 0.173045306 
                 0.158036973 
                 0.128085251 
                 0.109302059 
                 0.112738076 
               
               
                 EVI_min 
                 0.075545421 
                 0.055322408 
                 0.074289835 
                 0.067785363 
                 0.050029924 
               
               
                 EVI_mean 
                 0.319518089 
                 0.238987423 
                 0.335786666 
                 0.168519919 
                 0.246823639 
               
               
                 EVI_max 
                 0.714437521 
                 0.584214733 
                 0.641753749 
                 0.501755983 
                 0.514998371 
               
               
                 EVI_sd 
                 0.193583024 
                 0.155443401 
                 0.134625897 
                 0.10098445 
                 0.114019032 
               
               
                 NIRv_min 
                 0.08444199 
                 0.095278546 
                 0.065097526 
                 0.078875817 
                 0.050712764 
               
               
                 NIRv_mean 
                 0.211793533 
                 0.194651665 
                 0.221897934 
                 0.175615454 
                 0.175114542 
               
               
                 NIRv_max 
                 0.449568123 
                 0.361375928 
                 0.378113359 
                 0.514488173 
                 0.312473327 
               
               
                 NIRv_sd 
                 0.091183441 
                 0.062014803 
                 0.060828597 
                 0.038533625 
                 0.05306091 
               
               
                 GLI_min 
                 −0.019670436 
                 −0.050347676 
                 −0.023624289 
                 −0.047226636 
                 −0.033135772 
               
               
                 GLI_mean 
                 0.171185624 
                 0.097525666 
                 0.169545200 
                 0.036023775 
                 0.099468536 
               
               
                 GLI_max 
                 0.438069746 
                 0.357771255 
                 0.432628262 
                 0.30358203 
                 0.324431248 
               
               
                 GLI_sd 
                 0.145660167 
                 0.130338934 
                 0.115081174 
                 0.077061655 
                 0.094597551 
               
               
                 CVI_min 
                 2.407390977 
                 2.523473974 
                 2.511619416 
                 2.565787369 
                 2.403864699 
               
               
                 CVI_mean 
                 3.480831976 
                 3.166495639 
                 3.697953172 
                 3.384802811 
                 3.626291457 
               
               
                 CVI_max 
                 5.229198166 
                 4.431450855 
                 5.485914347 
                 6.179979512 
                 5.071275116 
               
               
                 CVI_sd 
                 0.710215355 
                 0.426959432 
                 0.576088531 
                 0.545306223 
                 0.498729401 
               
               
                 CI_Rededge_min 
                 0.177617428 
                 0.138069593 
                 0.293501513 
                 0.163561557 
                 0.268518894 
               
               
                 CI_Rededge_mean 
                 0.956050176 
                 0.659489338 
                 0.961467189 
                 0.459020524 
                 0.795520343 
               
               
                 CI_Rededge_max 
                 2.058848336 
                 1.563100218 
                 1.961764331 
                 1.222684537 
                 1.609234431 
               
               
                 CI_Rededge_sd 
                 0.523377434 
                 0.412885108 
                 0.38304724 
                 0.260820334 
                 0.31244898 
               
               
                 NDRE_min 
                 0.081565028 
                 0.054576754 
                 0.127970925 
                 0.075598296 
                 0.118406355 
               
               
                 NDRE_mean 
                 0.301301225 
                 0.230412901 
                 0.312845355 
                 0.178407393 
                 0.275608012 
               
               
                 NDRE_max 
                 0.507249388 
                 0.438691062 
                 0.495174414 
                 0.379399406 
                 0.445865865 
               
               
                 NDRE_sd 
                 0.125075398 
                 0.113738666 
                 0.092213788 
                 0.078224175 
                 0.080670399 
               
               
                 system 
                 Vineyard 
                 Vineyard 
                 Vineyard 
                 Vineyard 
                 Vineyard 
               
               
                 crop 
                 Wine grapes 
                 Wine grapes 
                 Wine grapes 
                 Wine grapes 
                 Wine grapes 
               
               
                 age 
                 2 
                 2 
                 2 
                 2 
                 2 
               
               
                 prcp_mean 
                 7.929999985 
                 7.929999985 
                 7.929999985 
                 7.929999985 
                 7.929999985 
               
               
                 prcp_max 
                 105.8899994 
                 105.8899994 
                 105.8899994 
                 105.8899994 
                 105.8899994 
               
               
                 prcp_sd 
                 9.085575635 
                 9.085575635 
                 9.085575635 
                 9.085575635 
                 9.085575635 
               
               
                 srad_min 
                 77.40000153 
                 77.40000153 
                 77.40000153 
                 77.40000153 
                 77.40000153 
               
               
                 srad_mean 
                 267.9093065 
                 267.9093065 
                 267.9093065 
                 267.9093065 
                 267.9093065 
               
               
                 srad_max 
                 442.019989 
                 442.019989 
                 442.019989 
                 442.019989 
                 442.019989 
               
               
                 srad_sd 
                 85.9787663 
                 85.9787663 
                 85.9787663 
                 85.9787663 
                 85.9787663 
               
               
                 tmax_min 
                 8.300000191 
                 8.300000191 
                 8.300000191 
                 8.300000191 
                 8.300000191 
               
               
                 tmax_mean 
                 19.88942193 
                 19.88942193 
                 19.88942193 
                 19.88942193 
                 19.88942193 
               
               
                 tmax_max 
                 38.5 
                 38.5 
                 38.5 
                 38.5 
                 38.5 
               
               
                 tmax_sd 
                 6.68582569 
                 6.68582569 
                 6.68582569 
                 6.68582569 
                 6.68582569 
               
               
                 tmin_min 
                 −2.109999895 
                 −2.109999895 
                 −2.109999895 
                 −2.109999895 
                 −2.109999895 
               
               
                 tmin_mean 
                 7.15433525 
                 7.15433525 
                 7.15433525 
                 7.15433525 
                 7.15433525 
               
               
                 tmin_max 
                 20.09000015 
                 20.09000015 
                 20.09000015 
                 20.09000015 
                 20.09000015 
               
               
                 tmin_sd 
                 4.423895763 
                 4.423895763 
                 4.423895763 
                 4.423895763 
                 4.423895763 
               
               
                 vp_min 
                 306.2200012 
                 306.2200012 
                 306.2200012 
                 306.2200012 
                 306.2200012 
               
               
                 vp_mean 
                 820.4393046 
                 820.4393046 
                 820.4393046 
                 820.4393046 
                 820.4393046 
               
               
                 vp_max 
                 1445.920044 
                 1445.920044 
                 1445.920044 
                 1445.920044 
                 1445.920044 
               
               
                 vp_sd 
                 238.8830191 
                 238.8830191 
                 238.8830191 
                 238.8830191 
                 238.8830191 
               
               
                 sunlight_hr_mean 
                 10.55606162 
                 10.55606162 
                 10.55606162 
                 10.55606162 
                 10.55606162 
               
               
                 sunlight_hr_sum 
                 1835.754722 
                 1835.754722 
                 1835.754722 
                 1835.754722 
                 1835.754722 
               
               
                 sampling_date.y 
                 2022-03-02 
                 2022-03-02 
                 2022-03-02 
                 2022-03-02 
                 2022-03-02 
               
               
                 SCI_S2_min 
                 −0.286644951 
                 −0.265433513 
                 −0.295116323 
                 −0.270616663 
                 −0.19535547 
               
               
                 SCI_S2_mean 
                 −0.008214213 
                 −0.005852271 
                 −0.030949549 
                 −0.039393524 
                 −0.027515988 
               
               
                 SCI_S2_max 
                 0.235901509 
                 0.24187356 
                 0.220246238 
                 0.207137315 
                 0.180485339 
               
               
                 SCI_S2_sd 
                 0.19016092 
                 0.1784377 
                 0.177823329 
                 0.157882553 
                 0.121341241 
               
               
                 CI_S2_min 
                 0.214555256 
                 0.220871327 
                 0.223454834 
                 0.190998902 
                 0.216981132 
               
               
                 CI_S2_mean 
                 0.430608349 
                 0.440188669 
                 0.440885848 
                 0.435452852 
                 0.432282685 
               
               
                 CI_S2_max 
                 0.632478632 
                 0.696935795 
                 0.667889908 
                 0.622425529 
                 0.515566038 
               
               
                 CI_S2_sd 
                 0.139941394 
                 0.136932434 
                 0.146031512 
                 0.135704006 
                 0.14346231 
               
               
                 NDWI_S2_min 
                 −0.758415842 
                 −0.74789915 
                 −0.730451367 
                 −0.755753877 
                 −0.745323741 
               
               
                 NDWI_S2_mean 
                 −0.53749341 
                 −0.636065508 
                 −0.542129613 
                 −0.546076639 
                 −0.545017417 
               
               
                 NDWI_S2_max 
                 −0.292191436 
                 −0.294068505 
                 −0.30551844 
                 −0.297841123 
                 −0.300083822 
               
               
                 NDWI_S2_sd 
                 0.162148331 
                 0.169774155 
                 0.150353808 
                 0.159248407 
                 0.154302257 
               
               
                 VARI_S2_min 
                 −0.290640541 
                 −0.290512175 
                 −0.325280414 
                 −0.264454976 
                 −0.168918919 
               
               
                 VARI_S2_mean 
                 −0.121260219 
                 −0.108398296 
                 −0.102440029 
                 −0.104866986 
                 −0.085419764 
               
               
                 VARI_S2_max 
                 −0.014258555 
                 −0.014925373 
                 −0.029325513 
                 −0.008415147 
                 0 
               
               
                 VARI_S2_sd 
                 0.060520614 
                 0.067010357 
                 0.062346234 
                 0.058710512 
                 0.041594432 
               
               
                 kNDVI_S2_min 
                 0.056975134 
                 0.060436992 
                 0.063678693 
                 0.054681631 
                 0.066418375 
               
               
                 kNDVI_S2_mean 
                 0.243103347 
                 0.245809432 
                 0.252853902 
                 0.258079158 
                 0.265088141 
               
               
                 kNDVI_S2_max 
                 0.481219216 
                 0.47965895 
                 0.457972244 
                 0.503675858 
                 0.471678313 
               
               
                 kNDVI_S2_sd 
                 0.152579935 
                 0.155053695 
                 0.142036195 
                 0.153474283 
                 0.143929021 
               
               
                 SAVI_S2_min 
                 0.35819994 
                 0.368948725 
                 0.378738525 
                 0.350901664 
                 0.366622098 
               
               
                 SAVI_S2_mean 
                 0.713235179 
                 0.717333173 
                 0.73397608 
                 0.739099276 
                 0.753706457 
               
               
                 SAVI_S2_max 
                 1.085232001 
                 1.079150897 
                 1.054903801 
                 1.116506436 
                 1.073360438 
               
               
                 SAVI_S2_sd 
                 0.250529163 
                 0.263115106 
                 0.241957666 
                 0.259196835 
                 0.244154805 
               
               
                 ENDVI_S2_min 
                 0.235270962 
                 0.237859267 
                 0.246057187 
                 0.249116376 
                 0.25413929 
               
               
                 ENDVI_S2_mean 
                 0.52851363 
                 0.536826187 
                 0.545454636 
                 0.54418281 
                 0.551691952 
               
               
                 ENDVI_S2_max 
                 0.778249015 
                 0.777843778 
                 0.787496331 
                 0.797421731 
                 0.781574539 
               
               
                 ENDVI_S2_sd 
                 0.192443602 
                 0.19251828 
                 0.186675981 
                 0.191929235 
                 0.187949853 
               
               
                 LCI_S2_B5_min 
                 0.171497585 
                 0.178399035 
                 0.18124383 
                 0.181546433 
                 0.177971375 
               
               
                 LCI_S2_B5_mean 
                 0.357640653 
                 0.366672623 
                 0.363213132 
                 0.36093291 
                 0.360797402 
               
               
                 LCI_S2_B5_max 
                 0.543848776 
                 0.533899138 
                 0.523162446 
                 0.548891786 
                 0.530763791 
               
               
                 LCI_S2_B5_sd 
                 0.13760679 
                 0.133087855 
                 0.122845646 
                 0.130646894 
                 0.124757047 
               
               
                 LCI_S2_B6_min 
                 0.070249597 
                 0.077722278 
                 0.07798618 
                 0.05981717 
                 0.050689376 
               
               
                 LCI_S2_B6_mean 
                 0.151940901 
                 0.147343924 
                 0.151002842 
                 0.133643196 
                 0.126244803 
               
               
                 LCI_S2_B6_max 
                 0.22038835 
                 0.215931534 
                 0.211201502 
                 0.235332464 
                 0.230551627 
               
               
                 LCI_S2_B6_sd 
                 0.046920371 
                 0.04427192 
                 0.040269077 
                 0.057244301 
                 0.066951105 
               
               
                 LCI_S2_B7_min 
                 0.020128824 
                 0.037659445 
                 0.034550839 
                 −0.020296643 
                 −0.062597201 
               
               
                 LCI_S2_B7_mean 
                 0.055362643 
                 0.062189997 
                 0.068324593 
                 0.046509774 
                 0.037156758 
               
               
                 LCI_S2_B7_max 
                 0.109634551 
                 0.104344964 
                 0.103328051 
                 0.128699701 
                 0.128666689 
               
               
                 LCI_S2_B7_sd 
                 0.025117829 
                 0.020519165 
                 0.019376803 
                 0.036344945 
                 0.050469625 
               
               
                 NIRv_S2_min 
                 1324 
                 1436 
                 1386 
                 1408 
                 1405 
               
               
                 NIRv_S2_mean 
                 2430.9 
                 2463.8 
                 2511.55 
                 2487.05 
                 2436.8 
               
               
                 NIRv_S2_max 
                 3176 
                 3262 
                 3309 
                 3330 
                 3504 
               
               
                 NIRv_S2_sd 
                 725.5072101 
                 664.3532351 
                 718.9040984 
                 683.1260641 
                 639.2972787 
               
               
                 GLI_S2_min 
                 −0.038961039 
                 −0.046815042 
                 −0.069354839 
                 −0.025076991 
                 0.001691007 
               
               
                 GLI_S2_mean 
                 0.037302392 
                 0.049077714 
                 0.053274432 
                 0.050269028 
                 0.062957514 
               
               
                 GLI_S2_max 
                 0.110047847 
                 0.137534247 
                 0.116049383 
                 0.128425578 
                 0.143174251 
               
               
                 GLI_S2_sd 
                 0.042719626 
                 0.051251812 
                 0.04972515 
                 0.046496192 
                 0.039946562 
               
               
                 CVI_S2_min 
                 2.046516635 
                 2.032720143 
                 2.099585077 
                 2.116794459 
                 2.035447668 
               
               
                 CVI_S2_mean 
                 4.629295426 
                 4.471459626 
                 4.447454042 
                 4.613407898 
                 4.426290478 
               
               
                 CVI_S2_max 
                 8.471916152 
                 8.531851352 
                 7.517241379 
                 8.752913143 
                 7.782342239 
               
               
                 CVI_S2_sd 
                 2.08662161 
                 1.962831215 
                 1.781147828 
                 2.058582532 
                 1.917639276 
               
               
                 CI_Rededge_S2_B5_min 
                 0.382749326 
                 0.401175938 
                 0.407275954 
                 0.416933638 
                 0.393217232 
               
               
                 CI_Rededge_S2_B5_mean 
                 1.007844967 
                 0.981740551 
                 0.999388554 
                 0.988453315 
                 0.97158566 
               
               
                 CI_Rededge_S2_B5_max 
                 1.796315251 
                 1.68902439 
                 1.631490787 
                 1.697580845 
                 1.622702703 
               
               
                 CI_Rededge_S2_B5_sd 
                 0.517096669 
                 0.470351855 
                 0.438289626 
                 0.465711921 
                 0.436626283 
               
               
                 CI_Rededge_S2_B6_min 
                 0.127885572 
                 0.141505002 
                 0.142239827 
                 0.105799649 
                 0.076464208 
               
               
                 CI_Rededge_S2_B6_mean 
                 0.256295213 
                 0.246293671 
                 0.251913208 
                 0.216026607 
                 0.202520921 
               
               
                 CI_Rededge_S2_B6_max 
                 0.347711731 
                 0.335378323 
                 0.329750855 
                 0.369498465 
                 0.372334609 
               
               
                 CI_Rededge_S2_B6_sd 
                 0.067296395 
                 0.063431252 
                 0.055850405 
                 0.086346662 
                 0.107427024 
               
               
                 CI_Rededge_S2_B7_min 
                 0.033579584 
                 0.05967575 
                 0.058391725 
                 −0.026666667 
                 −0.075023299 
               
               
                 CI_Rededge_S2_B7_mean 
                 0.098614666 
                 0.09180069 
                 0.1007852 
                 0.065890388 
                 0.052648371 
               
               
                 CI_Rededge_S2_B7_max 
                 0.15502451 
                 0.142671855 
                 0.142732049 
                 0.177278974 
                 0.179723502 
               
               
                 CI_Rededge_S2_B7_sd 
                 0.035633826 
                 0.028402681 
                 0.025488142 
                 0.048238761 
                 0.067456104 
               
               
                 NDRE_S2_B5_min 
                 0.160633484 
                 0.167074779 
                 0.169185404 
                 0.172505207 
                 0.164304854 
               
               
                 NDRE_S2_B5_mean 
                 0.316647973 
                 0.313233744 
                 0.319469966 
                 0.315338951 
                 0.312999097 
               
               
                 NDRE_S2_B5_max 
                 0.473173362 
                 0.45785124 
                 0.449261993 
                 0.45910578 
                 0.447925992 
               
               
                 NDRE_S2_B5_sd 
                 0.113644116 
                 0.107593116 
                 0.099532877 
                 0.104783348 
                 0.100598211 
               
               
                 NDRE_S2_B6_min 
                 0.050099879 
                 0.066077799 
                 0.066397714 
                 0.05024203 
                 0.036824236 
               
               
                 NDRE_S2_B6_mean 
                 0.112833802 
                 0.108957118 
                 0.111339294 
                 0.096195917 
                 0.089935635 
               
               
                 NDRE_S2_B6_max 
                 0.148106655 
                 0.143607706 
                 0.141539107 
                 0.155939525 
                 0.156948606 
               
               
                 NDRE_S2_B6_sd 
                 0.026738914 
                 0.025627096 
                 0.022372403 
                 0.034803187 
                 0.043480332 
               
               
                 NDRE_S2_B7_min 
                 0.01651255 
                 0.028973371 
                 0.028368545 
                 −0.013513514 
                 −0.038973614 
               
               
                 NDRE_S2_B7_mean 
                 0.046729264 
                 0.04371964 
                 0.047841939 
                 0.031397642 
                 0.024655171 
               
               
                 NDRE_S2_B7_max 
                 0.071936309 
                 0.066585956 
                 0.066612178 
                 0.08142226 
                 0.082452431 
               
               
                 NDRE_S2_B7_sd 
                 0.016189005 
                 0.012894675 
                 0.011546308 
                 0.02240774 
                 0.031854362 
               
               
                 Three_BSI_Tian_S2_min 
                 −0.813223566 
                 −0.809378408 
                 −0.805751492 
                 −0.803200692 
                 −0.801833261 
               
               
                 Three_BSI_Tian_S2_mean 
                 −0.707795049 
                 −0.707147112 
                 −0.693023119 
                 −0.705585737 
                 −0.713095954 
               
               
                 Three_BSI_Tian_S2_max 
                 −0.568392371 
                 −0.584051135 
                 −0.552060231 
                 −0.585709042 
                 −0.580305927 
               
               
                 Three_BSI_Tian_S2_sd 
                 0.081944198 
                 0.078220992 
                 0.080203987 
                 0.077792424 
                 0.079407031 
               
               
                 mND_Verrelat_S2_max 
                 9.339181287 
                 6.883333333 
                 9.169491525 
                 5.649819495 
                 6.382606696 
               
               
                 MCARI_S2_min 
                 30451.2 
                 30655.2 
                 30764.8 
                 42343 
                 53125.8 
               
               
                 MCARI_S2_mean 
                 116630.15 
                 132315.12 
                 138853.82 
                 143475.97 
                 149519.35 
               
               
                 MCARI_S2_max 
                 278066.8 
                 337524 
                 330865.2 
                 305584.8 
                 282973.6 
               
               
                 MCARI_S2_sd 
                 90486.61313 
                 104640.5866 
                 99550.98054 
                 98964.64486 
                 69309.32823 
               
               
                 IRECI_S2_min 
                 794.109589 
                 910.1322816 
                 998.8095839 
                 1065.668858 
                 1164.540748 
               
               
                 IRECI_S2_mean 
                 2250.377705 
                 2270.222002 
                 2301.725514 
                 2427.684823 
                 2410.33725 
               
               
                 IRECI_S2_max 
                 5045.468777 
                 4805.746073 
                 4671.961093 
                 4610.928277 
                 4146.920175 
               
               
                 IRECI_S2_sd 
                 1503.006562 
                 1400.03622 
                 1323.297038 
                 1254.720644 
                 947.1223035 
               
               
                 NDMI_S2_min 
                 −0.235901509 
                 −0.24187356 
                 −0.220246238 
                 −0.207137316 
                 −0.180485339 
               
               
                 NDMI_S2_mean 
                 0.008214213 
                 0.005852271 
                 0.030949549 
                 0.039393524 
                 0.027516988 
               
               
                 NDMI_S2_max 
                 0.286644951 
                 0.255433513 
                 0.286116323 
                 0.270615563 
                 0.19535547 
               
               
                 NDMI_S2_sd 
                 0.19016092 
                 0.1784377 
                 0.177823329 
                 0.157882553 
                 0.121341241 
               
               
                 S2REP_min 
                 712.2474747 
                 709.9875 
                 714.3201754 
                 711.6268382 
                 712.0845921 
               
               
                 S2REP_mean 
                 719.2690839 
                 718.8489845 
                 718.6293745 
                 718.8039754 
                 718.3447813 
               
               
                 S2REP_max 
                 722.9038462 
                 721.9038929 
                 721.2389912 
                 721.3354317 
                 720.895967 
               
               
                 S2REP_sd 
                 2.431737045 
                 2.683367325 
                 1.746762111 
                 2.227869518 
                 2.072721337 
               
               
                 SR_S2_min 
                 1.627513228 
                 1.65248227 
                 1.675647121 
                 1.61082205 
                 1.695081967 
               
               
                 SR_S2_mean 
                 3.292044316 
                 3.330829745 
                 3.32606391 
                 3.453801284 
                 3.459220865 
               
               
                 SR_S2_max 
                 6.253521127 
                 6.131455399 
                 5.742616034 
                 6.826530512 
                 6.034825871 
               
               
                 SR_S2_sd 
                 1.573402864 
                 1.606039889 
                 1.404833231 
                 1.644154371 
                 1.450994315 
               
               
                 GNDVI_S2_min 
                 0.292191436 
                 0.294068505 
                 0.30561844 
                 0.297841123 
                 0.300083822 
               
               
                 GNDVI_S2_mean 
                 0.53749341 
                 0.535065608 
                 0.642129613 
                 0.546075539 
                 0.545017417 
               
               
                 GNDVI_S2_max 
                 0.758415842 
                 0.74789916 
                 0.730451367 
                 0.765753877 
                 0.745323741 
               
               
                 GNDVI_S2_sd 
                 0.162148331 
                 0.159774165 
                 0.150363808 
                 0.159248407 
                 0.154302257 
               
               
                 NDVI_S2_min 
                 0.238824003 
                 0.245989305 
                 0.252517275 
                 0.233957752 
                 0.257907543 
               
               
                 NDVI_S2_mean 
                 0.475571699 
                 0.478302222 
                 0.489399638 
                 0.492815886 
                 0.50255778 
               
               
                 NDVI_S2_max 
                 0.724271845 
                 0.719552337 
                 0.703379224 
                 0.744458931 
                 0.715700141 
               
               
                 NDVI_S2_sd 
                 0.173713656 
                 0.175439916 
                 0.161333143 
                 0.172827836 
                 0.162801775 
               
               
                 MSI_S2_min 
                 0.55443038 
                 0.593075205 
                 0.555089292 
                 0.574040219 
                 0.673142468 
               
               
                 MSI_S2_mean 
                 1.049031921 
                 1.046875167 
                 0.993609908 
                 0.965935534 
                 0.972771761 
               
               
                 MSI_S2_max 
                 1.617463617 
                 1.638082377 
                 1.564912281 
                 1.522504892 
                 1.440468846 
               
               
                 MSI_S2_sd 
                 0.357237271 
                 0.350167931 
                 0.330006767 
                 0.291425256 
                 0.23637186 
               
               
                 EVI_S2_min 
                 0.52668391 
                 0.548924787 
                 0.533872599 
                 0.696377307 
                 0.71318361 
               
               
                 EVI_S2_mean 
                 1.053500418 
                 1.043615368 
                 1.070005015 
                 1.086405508 
                 1.119725298 
               
               
                 EVI_S2_max 
                 1.51277545 
                 1.501252784 
                 1.504510755 
                 1.590972415 
                 1.555952742 
               
               
                 EVI_S2_sd 
                 0.299978463 
                 0.299562502 
                 0.264417963 
                 0.29105597 
                 0.250241911 
               
               
                 sampling_date 
                 2022-03- 
                 2022-03- 
                 2022-03- 
                 2022-03- 
                 2022-03- 
               
               
                   
                 02T00:00:00Z 
                 02T00:00:00Z 
                 02T00:00:00Z 
                 02T00:00:00Z 
                 02T00:00:00Z 
               
               
                 taxorder 
                 Alfisols 
                 Alfisols 
                 Alfisols 
                 Alfisols 
                 Alfisols 
               
               
                 taxsuborder 
                 Xeralfs 
                 Xeralfs 
                 Xeralfs 
                 Xeralfs 
                 Xeralfs 
               
               
                 taxgrtgroup 
                 Dunxeralfs 
                 Dunxeralfs 
                 Dunxeralfs 
                 Dunxeralfs 
                 Dunxeralfs 
               
               
                 taxsubgrp 
                 Abruptic 
                 Abruptic 
                 Abruptic 
                 Abruptic 
                 Abruptic 
               
               
                   
                 Dunxeralfs 
                 Dunxeralfs 
                 Dunxeralfs 
                 Dunxeralfs 
                 Dunxeralfs 
               
               
                 taxpartsize 
                 fine 
                 fine 
                 fine 
                 fine 
                 fine 
               
               
                 lcsnt_r 
                 9 
                 9 
                 9 
                 9 
                 9 
               
               
                 awc_r 
                 0.119999997 
                 0.119999997 
                 0.119999997 
                 0.119999997 
                 0.119999997 
               
               
                 wthirdbar_r 
                 19.558139 
                 19.558139 
                 19.558139 
                 19.558139 
                 19.558139 
               
               
                 wfifteenbar_r 
                 8.646511865 
                 8.646511865 
                 8.646511865 
                 8.646511865 
                 8.646511865 
               
               
                 kwfact 
                 0.227906977 
                 0.227906977 
                 0.227906977 
                 0.227906977 
                 0.227906977 
               
               
                 kffact 
                 0.471860465 
                 0.471860465 
                 0.471860465 
                 0.471860465 
                 0.471860465 
               
               
                 claytotal_r 
                 16.09302326 
                 16.09302326 
                 16.09302326 
                 16.09302326 
                 16.09302326 
               
               
                 musym 
                 221 
                 221 
                 221 
                 221 
                 221 
               
               
                 ph_mean_0_5 
                 6.83998251 
                 5.579891205 
                 5.659377575 
                 5.429769039 
                 5.76255846 
               
               
                 clay_mean_0_5 
                 12.26953125 
                 11.15527344 
                 12.87243366 
                 13.33446884 
                 11.39355469 
               
               
                 sand_mean_0_5 
                 44.21722031 
                 55.81769562 
                 42.36190033 
                 40.43164063 
                 55.8542099 
               
               
                 silt_mean_0_5 
                 39.84570313 
                 59.13147736 
                 39.826828 
                 40.98194885 
                 57.6541481 
               
               
                 hb_mean_0_5 
                 1.435451871 
                 1.487495829 
                 1.407700782 
                 1.358189533 
                 1.527814411 
               
               
                 n_mean_0_5 
                 1.444977999 
                 1.392428729 
                 1.434880018 
                 1.433837891 
                 1.390307665 
               
               
                 alpha_mean_0_5 
                 0.70622863 
                 0.669529922 
                 0.711239036 
                 0.746932326 
                 0.651631315 
               
               
                 ksat_mean_0_5 
                 1.572783163 
                 5.262482819 
                 1.466581585 
                 1.316189737 
                 3.373450362 
               
               
                 theta_r_mean_0_5 
                 0.041882701 
                 0.043558594 
                 0.044835295 
                 0.046074368 
                 0.043986343 
               
               
                 theta_s_mean_0_5 
                 0.435584813 
                 0.525374234 
                 0.45305109 
                 0.462408155 
                 0.521392822 
               
               
                 ph_mean_5_15 
                 5.897957325 
                 5.705063343 
                 5.72110796 
                 5.540057182 
                 5.32605505 
               
               
                 clay_mean_5_15 
                 12.35575006 
                 11.04003906 
                 12.8891103 
                 13.10878086 
                 11.28849888 
               
               
                 sand_mean_5_15 
                 43.7819519 
                 55.29587936 
                 42.17580795 
                 40.23170471 
                 55.37155577 
               
               
                 silt_mean_5_15 
                 40.01026917 
                 58.69024277 
                 40.0450058 
                 41.28396606 
                 56.34408569 
               
               
                 hb_mean_5_15 
                 1.465882402 
                 1.393925777 
                 1.523085129 
                 1.501167291 
                 1.465208588 
               
               
                 n_mean_5_15 
                 1.446419954 
                 1.397939086 
                 1.436815143 
                 1.432529449 
                 1.395085335 
               
               
                 alpha_mean_5_15 
                 0.680436362 
                 0.715877477 
                 0.655739753 
                 0.654214036 
                 0.688052913 
               
               
                 ksat_mean_5_15 
                 1.389473918 
                 6.324563701 
                 1.238686192 
                 1.063372226 
                 3.28174714 
               
               
                 theta_r_mean_5_15 
                 0.039874509 
                 0.043348379 
                 0.045458294 
                 0.045737259 
                 0.043760933 
               
               
                 theta_s_mean_5_15 
                 0.421829998 
                 0.523228765 
                 0.426632315 
                 0.435714424 
                 0.517851949 
               
               
                 ph_mean_15_30 
                 6.058990479 
                 6.405271053 
                 5.92124939 
                 5.776344299 
                 6.481218815 
               
               
                 clay_mean_15_30 
                 15.32859993 
                 11.23607083 
                 14.16144753 
                 16.73874664 
                 11.51759529 
               
               
                 sand_mean_15_30 
                 42.00584412 
                 57.02889252 
                 40.59970856 
                 37.74511719 
                 58.98532104 
               
               
                 silt_mean_15_30 
                 40.7834816 
                 58.28005981 
                 40.88492889 
                 41.80234909 
                 58.48728943 
               
               
                 hb_mean_15_30 
                 1.458040501 
                 1.409487417 
                 1.612130641 
                 1.766970415 
                 1.492742662 
               
               
                 n_mean_15_30 
                 1.435465693 
                 1.402470589 
                 1.428140283 
                 1.405852914 
                 1.399059175 
               
               
                 alpha_mean_15_30 
                 0.690866197 
                 0.725672643 
                 0.61243009 
                 0.663729089 
                 0.679459775 
               
               
                 ksat_mean_15_30 
                 1.082853403 
                 5.032488174 
                 0.948985442 
                 0.736757088 
                 3.05766889 
               
               
                 theta_r_mean_15_30 
                 0.051843446 
                 0.041976541 
                 0.050163585 
                 0.053387914 
                 0.043542966 
               
               
                 theta_s_mean_15_30 
                 0.401783228 
                 0.509007335 
                 0.391315609 
                 0.399044573 
                 0.5041098 
               
               
                 ph_mode_0_5 
                 6.262000084 
                 5.434000015 
                 6.262000084 
                 6.262000084 
                 6.434000015 
               
               
                 clay_mode_0_5 
                 13.5 
                 8.5 
                 13.5 
                 13.5 
                 8.5 
               
               
                 sand_mode_0_5 
                 63.5 
                 67.5 
                 39.5 
                 39.5 
                 57.5 
               
               
                 silt_mode_0_5 
                 38.5 
                 59.5 
                 41.5 
                 41.5 
                 59.5 
               
               
                 hb_mode_0_5 
                 1.738793864 
                 1.375022789 
                 1.738793854 
                 1.375022789 
                 2.198802904 
               
               
                 n_mode_0_5 
                 1.387500048 
                 1.337500095 
                 1.412499905 
                 1.362499952 
                 1.337500095 
               
               
                 alpha_mode_0_5 
                 0.549540886 
                 0.457088185 
                 0.549540886 
                 0.724435959 
                 0.457088186 
               
               
                 ksat_mode_0_5 
                 2.06915932 
                 8.553245405 
                 2.06915932 
                 2.06915932 
                 8.553245406 
               
               
                 theta_r_mode_0_5 
                 0.057999998 
                 0.002 
                 0.002 
                 0.002 
                 0.002 
               
               
                 theta_s_mode_0_5 
                 0.437735856 
                 0.520754695 
                 0.581132054 
                 0.581132054 
                 0.520754695 
               
               
                 ph_mode_5_15 
                 6.262000084 
                 5.710000038 
                 6.262000084 
                 6.262000084 
                 5.710000038 
               
               
                 clay_mode_5_15 
                 14.5 
                 7.5 
                 14.5 
                 14.5 
                 7.5 
               
               
                 sand_mode_5_15 
                 38.5 
                 65.5 
                 38.5 
                 38.5 
                 65.6 
               
               
                 silt_mode_5_15 
                 38.5 
                 59.5 
                 41.5 
                 41.5 
                 59.5 
               
               
                 hb_mode_5_15 
                 2.198802904 
                 1.175847774 
                 2.198802904 
                 1.880301532 
                 1.175847774 
               
               
                 n_mode_5_15 
                 1.362499952 
                 1.337500095 
                 1.362499952 
                 1.362499952 
                 1.337500095 
               
               
                 alpha_mode_5_15 
                 0.457088186 
                 0.724435959 
                 0.457088186 
                 0.50118722 
                 0.724435960 
               
               
                 ksat_mode_5_15 
                 2.836336254 
                 8.553245406 
                 0.803345892 
                 0.803345892 
                 8.553245406 
               
               
                 theta_r_mode_5_15 
                 0.057999998 
                 0.002 
                 0.057999998 
                 0.046 
                 0.002 
               
               
                 theta_s_mode_5_15 
                 0.437735856 
                 0.558490634 
                 0.483018875 
                 0.483018875 
                 0.558490634 
               
               
                 ph_mode_15_30 
                 6.252000084 
                 6.722000122 
                 5.618000031 
                 5.618000031 
                 6.722000122 
               
               
                 clay_mode_15_30 
                 12.5 
                 7.5 
                 12.5 
                 12.5 
                 7.5 
               
               
                 sand_mode_15_30 
                 38.5 
                 66.5 
                 38.5 
                 38.5 
                 68.6 
               
               
                 silt_mode_15_30 
                 40.5 
                 59.5 
                 49.5 
                 49.5 
                 59.5 
               
               
                 hb_mode_15_30 
                 1.375022789 
                 1.271541393 
                 2.198802904 
                 2.198802904 
                 1.486925851 
               
               
                 n_mode_15_30 
                 1.362499952 
                 1.362499952 
                 1.362499952 
                 1.362499952 
                 1.362499952 
               
               
                 alpha_mode_15_30 
                 0.724435959 
                 0.794328246 
                 0.457088186 
                 0.457088186 
                 0.794328246 
               
               
                 ksat_mode_15_30 
                 0.266397019 
                 8.553245406 
                 0.266397019 
                 0.266397019 
                 8.553245406 
               
               
                 theta_r_mode_15_30 
                 0.025000001 
                 0.002 
                 0.026000001 
                 0.026000001 
                 0.002 
               
               
                 theta_s_mode_15_30 
                 0.430188715 
                 0.520754695 
                 0.316981187 
                 0.316981187 
                 0.620754595 
               
               
                 ph_p50_0_5 
                 5.802000046 
                 5.434000015 
                 5.526000023 
                 5.434000015 
                 5.434000015 
               
               
                 clay_p50_0_5 
                 12.5 
                 8.5 
                 12.5 
                 12.5 
                 9.5 
               
               
                 sand_p50_0_5 
                 41.5 
                 62.5 
                 39.5 
                 39.5 
                 62.5 
               
               
                 silt_p50_0_5 
                 40.5 
                 59.5 
                 40.5 
                 41.5 
                 69.5 
               
               
                 hb_p50_0_5 
                 1.486925851 
                 1.486925851 
                 1.486925851 
                 1.375022789 
                 1.486925851 
               
               
                 n_p50_0_5 
                 1.412499905 
                 1.362499962 
                 1.412499905 
                 1.412499905 
                 1.362499962 
               
               
                 alpha_p50_0_5 
                 0.660693437 
                 0.660693437 
                 0.660693437 
                 0.660693437 
                 0.602559588 
               
               
                 ksat_p50_0_5 
                 2.06915932 
                 7.305485284 
                 2.06915932 
                 2.06915932 
                 7.305485284 
               
               
                 theta_r_p50_0_5 
                 0.037999999 
                 0.041999999 
                 0.037999999 
                 0.041999999 
                 0.041999999 
               
               
                 theta_s_p50_0_5 
                 0.437735856 
                 0.528301954 
                 0.445283026 
                 0.452830195 
                 0.520754695 
               
               
                 ph_p50_5_15 
                 5.894000053 
                 5.618000031 
                 5.618000031 
                 5.434000015 
                 5.618000031 
               
               
                 clay_p50_5_15 
                 12.5 
                 8.5 
                 12.5 
                 13.5 
                 9.5 
               
               
                 sand_p50_5_15 
                 39.5 
                 62.5 
                 38.5 
                 38.5 
                 61.5 
               
               
                 silt_p50_5_15 
                 40.5 
                 59.5 
                 40.5 
                 41.5 
                 59.5 
               
               
                 hb_p50_5_15 
                 1.486925851 
                 1.375022789 
                 1.607935775 
                 1.607935775 
                 1.375022789 
               
               
                 n_p50_5_15 
                 1.412499905 
                 1.362499952 
                 1.412499905 
                 1.412499905 
                 1.362499952 
               
               
                 alpha_p50_5_15 
                 0.602559588 
                 0.660593437 
                 0.549540886 
                 0.549540886 
                 0.660593437 
               
               
                 ksat_p50_5_15 
                 2.06915932 
                 7.305485284 
                 1.757307169 
                 1.757307169 
                 7.305485284 
               
               
                 theta_r_p50_5_15 
                 0.034000002 
                 0.041999999 
                 0.037999999 
                 0.037999999 
                 0.041999999 
               
               
                 theta_s_p50_5_15 
                 0.437735856 
                 0.528301954 
                 0.445283026 
                 0.452830195 
                 0.620754595 
               
               
                 ph_p50_15_30 
                 5.986000061 
                 6.262000084 
                 5.618000031 
                 5.618000031 
                 6.262000084 
               
               
                 clay_p50_15_30 
                 12.5 
                 8.5 
                 12.5 
                 13.5 
                 9.5 
               
               
                 sand_p50_15_30 
                 38.5 
                 63.5 
                 38.5 
                 37.5 
                 63.5 
               
               
                 silt_p50_15_30 
                 40.5 
                 58.5 
                 39.5 
                 40.5 
                 58.5 
               
               
                 hb_p50_15_30 
                 1.375022789 
                 1.375022789 
                 1.607935775 
                 1.738793864 
                 1.486925851 
               
               
                 n_p50_15_30 
                 1.412499905 
                 1.387500048 
                 1.387500048 
                 1.387500048 
                 1.362499952 
               
               
                 alpha_p50_15_30 
                 0.660693437 
                 0.660693437 
                 0.549540886 
                 0.50118722 
                 0.660693437 
               
               
                 ksat_p50_15_30 
                 1.509489675 
                 7.305485284 
                 1.509489685 
                 0.94055555 
                 7.305485284 
               
               
                 theta_r_p50_15_30 
                 0.046 
                 0.037999999 
                 0.041999999 
                 0.045737259 
                 0.041999999 
               
               
                 theta_s_p50_15_30 
                 0.377358526 
                 0.513207555 
                 0.377358526 
                 0.377358526 
                 0.506660415 
               
               
                 ph_p5_0_5 
                 4.421999931 
                 5.065999985 
                 1.845999966 
                 1.845999966 
                 5.065999985 
               
               
                 clay_p5_0_5 
                 6.5 
                 5.5 
                 7.5 
                 0.5 
                 5.5 
               
               
                 sand_p5_0_5 
                 30.5 
                 21.5 
                 3.05E+01 
                 3.05E+00 
                 21.5 
               
               
                 silt_p5_0_5 
                 15.5 
                 47.5 
                 16.5 
                 25.5 
                 0.5 
               
               
                 hb_p5_0_5 
                 0.497253327 
                 0.581482301 
                 0.459831069 
                 0.459831069 
                 0.628804898 
               
               
                 n_p5_0_5 
                 1.262500048 
                 1.237499952 
                 1.262500048 
                 1.262500048 
                 1.237499952 
               
               
                 alpha_p5_0_5 
                 0.288403176 
                 0.288403176 
                 0.288403176 
                 0.288403176 
                 0.263026773 
               
               
                 ksat_p5_0_5 
                 0.103427957 
                 0.227534596 
                 3.90E−05 
                 3.90E−05 
                 0.194341485 
               
               
                 theta_r_p5_0_5 
                 0.002 
                 0.002 
                 0.002 
                 0.002 
                 0.002 
               
               
                 theta_s_p5_0_5 
                 0.294339657 
                 0.437735856 
                 0.060377389 
                 0.060377389 
                 0.430188715 
               
               
                 ph_p5_5_15 
                 4.697999954 
                 5.25 
                 1.845999955 
                 1.845999955 
                 5.342000008 
               
               
                 clay_p5_5_15 
                 6.5 
                 5.5 
                 8.5 
                 8.5 
                 5.5 
               
               
                 sand_p5_5_15 
                 30.5 
                 21.5 
                 3.05E+01 
                 3.05E+01 
                 21.5 
               
               
                 silt_p5_5_15 
                 15.5 
                 44.5 
                 15.5 
                 26.5 
                 0.5 
               
               
                 hb_p5_5_15 
                 0.497253327 
                 0.581482301 
                 0.497253327 
                 0.497253327 
                 0.581482301 
               
               
                 n_p5_5_15 
                 1.287499905 
                 1.262500048 
                 1.287499905 
                 1.287499905 
                 1.262500048 
               
               
                 alpha_p5_5_15 
                 0.288403176 
                 0.288403176 
                 0.263026773 
                 0.263026773 
                 0.288403176 
               
               
                 ksat_p5_5_15 
                 0.103427957 
                 0.194341485 
                 3.90E−05 
                 3.90E−05 
                 0.194341485 
               
               
                 theta_r_p5_5_15 
                 0.002 
                 0.002 
                 0.002 
                 0.002 
                 0.002 
               
               
                 theta_s_p5_5_15 
                 0.294339657 
                 0.437735856 
                 0.060377389 
                 0.060377389 
                 0.422641546 
               
               
                 ph_p5_15_30 
                 5.342000008 
                 5.710000038 
                 5.25 
                 5.157999992 
                 5.710000038 
               
               
                 clay_p5_15_30 
                 8.5 
                 5.5 
                 8.5 
                 8.537721187 
                 5.5 
               
               
                 sand_p5_15_30 
                 21.5 
                 27.5 
                 3.05E+01 
                 1.85E+01 
                 30.5 
               
               
                 silt_p5_15_30 
                 14.5 
                 44.5 
                 14.5 
                 31.5 
                 0.5 
               
               
                 hb_p5_15_30 
                 0.497253327 
                 0.581482301 
                 0.497253327 
                 0.537721107 
                 0.628804898 
               
               
                 n_p5_15_30 
                 1.262500048 
                 1.252500048 
                 1.262500048 
                 1.1875 
                 1.262500048 
               
               
                 alpha_p5_15_30 
                 0.263025773 
                 0.288403176 
                 0.218776179 
                 0.181970082 
                 0.263026773 
               
               
                 ksat_p5_15_30 
                 0.141775697 
                 0.155990684 
                 3.90E−05 
                 3.90E−05 
                 0.141775697 
               
               
                 theta_r_p5_15_30 
                 0.006 
                 0.002 
                 0.006 
                 0.006 
                 0.002 
               
               
                 theta_s_p5_15_30 
                 0.060377389 
                 0.445283056 
                 0.060377389 
                 0.060377389 
                 0.430188715 
               
               
                 ph_p95_0_5 
                 6.446000099 
                 6.81400013 
                 6.446000099 
                 6.262000084 
                 6.906000137 
               
               
                 clay_p95_0_5 
                 15.5 
                 20.5 
                 17.5 
                 18.5 
                 20.5 
               
               
                 sand_p95_0_5 
                 63.5 
                 69.5 
                 53.5 
                 53.5 
                 69.5 
               
               
                 silt_p95_0_5 
                 54.5 
                 60.5 
                 54.5 
                 47.5 
                 60.5 
               
               
                 hb_p95_0_5 
                 3.251496509 
                 3.251496509 
                 3.251496509 
                 3.251496509 
                 3.251496509 
               
               
                 n_p95_0_5 
                 1.637500048 
                 1.537499905 
                 1.812499952 
                 1.812499952 
                 1.537499905 
               
               
                 alpha_p95_0_5 
                 1.819700019 
                 1.513561273 
                 1.99526237 
                 1.99526237 
                 1.513561273 
               
               
                 ksat_p95_0_5 
                 10.01411872 
                 25.79314316 
                 8.553245406 
                 3.320776433 
                 25.79314316 
               
               
                 theta_r_p95_0_5 
                 0.101999998 
                 0.093999997 
                 0.101999998 
                 0.101999998 
                 0.093999997 
               
               
                 theta_s_p95_0_5 
                 0.581132054 
                 0.596226454 
                 0.581132054 
                 0.581132054 
                 0.596226454 
               
               
                 ph_p95_5_15 
                 6.262000084 
                 6.446000099 
                 6.262000084 
                 6.262000084 
                 6.538000107 
               
               
                 clay_p95_5_15 
                 15.5 
                 20.5 
                 15.5 
                 15.5 
                 20.5 
               
               
                 sand_p95_5_15 
                 63.5 
                 69.5 
                 63.5 
                 52.5 
                 59.5 
               
               
                 silt_p95_5_15 
                 54.5 
                 60.5 
                 54.5 
                 47.5 
                 50.5 
               
               
                 hb_p95_5_15 
                 3.251496509 
                 3.251496509 
                 3.516112051 
                 3.251496509 
                 3.251496509 
               
               
                 n_p95_5_15 
                 1.637500048 
                 1.537499905 
                 1.637500048 
                 1.612499952 
                 1.637499905 
               
               
                 alpha_p95_5_15 
                 1.819700819 
                 1.659586903 
                 1.819700813 
                 1.819700819 
                 1.659586903 
               
               
                 ksat_p95_5_15 
                 8.553245406 
                 26.79314316 
                 8.553245405 
                 3.320776433 
                 22.03039817 
               
               
                 theta_r_p95_5_15 
                 0.085999995 
                 0.093999997 
                 0.101999998 
                 0.101999998 
                 0.093999997 
               
               
                 theta_s_p95_5_15 
                 0.613207555 
                 0.603773594 
                 0.520754695 
                 0.528301954 
                 0.596226464 
               
               
                 ph_p95_15_30 
                 6.906000137 
                 6.998000145 
                 6.906000137 
                 6.262000084 
                 7.090000153 
               
               
                 clay_p95_15_30 
                 26.5 
                 21.5 
                 22.5 
                 27.5 
                 21.5 
               
               
                 sand_p95_15_30 
                 69.5 
                 59.5 
                 50.5 
                 49.5 
                 70.5 
               
               
                 silt_p95_15_30 
                 54.5 
                 59.5 
                 54.5 
                 49.5 
                 59.5 
               
               
                 hb_p95_15_30 
                 3.802262741 
                 3.251495509 
                 3.802252741 
                 4.446321848 
                 3.510112001 
               
               
                 n_p95_15_30 
                 1.662499905 
                 1.5525 
                 1.512499952 
                 1.587500095 
                 1.537499905 
               
               
                 alpha_p95_15_30 
                 1.819700819 
                 1.659585903 
                 1.819700819 
                 1.819700819 
                 1.513561273 
               
               
                 ksat_p95_15_30 
                 5.329485508 
                 10.01411872 
                 6.233749402 
                 3.320776433 
                 10.01411872 
               
               
                 theta_r_p95_15_30 
                 0.106000005 
                 0.093999997 
                 0.106000006 
                 0.106000006 
                 0.098000005 
               
               
                 theta_s_p95_15_30 
                 0.467924555 
                 0.558490634 
                 0.460377365 
                 0.475471735 
                 0.558490634 
               
               
                 wrb 
                 Lixisols 
                 Lixisols 
                 Lixisols 
                 Lixisols 
                 Lixisols 
               
               
                 cec_0_5 cm_Q0.05 
                 77 
                 76 
                 76 
                 76 
                 76 
               
               
                 cec_5_15 cm_Q0.05 
                 61 
                 63 
                 63 
                 63 
                 63 
               
               
                 cec_15_30 cm_Q0.05 
                 61 
                 61 
                 61 
                 61 
                 61 
               
               
                 cec_30_60 cm_Q0.05 
                 61 
                 61 
                 61 
                 61 
                 61 
               
               
                 cec_60_100 cm_Q0.05 
                 61 
                 52 
                 52 
                 52 
                 52 
               
               
                 cec_100_200 cm_Q0.05 
                 61 
                 56 
                 56 
                 56 
                 56 
               
               
                 clay_0_5 cm_Q0.05 
                 53 
                 57 
                 57 
                 57 
                 57 
               
               
                 clay_5_15 cm_Q0.05 
                 52 
                 57 
                 57 
                 57 
                 57 
               
               
                 clay_15_30 cm_Q0.05 
                 58 
                 57 
                 57 
                 57 
                 57 
               
               
                 clay_30_60 cm_Q0.05 
                 58 
                 63 
                 63 
                 63 
                 63 
               
               
                 clay_60_100 cm_Q0.05 
                 29 
                 44 
                 44 
                 44 
                 44 
               
               
                 clay_100_200 cm_Q0.05 
                 30 
                 34 
                 34 
                 34 
                 34 
               
               
                 phh2o_0_5 cm_Q0.05 
                 45 
                 45 
                 45 
                 45 
                 45 
               
               
                 phh2o_5_15 cm_Q0.05 
                 45 
                 45 
                 45 
                 45 
                 45 
               
               
                 phh2o_15_30 cm_Q0.05 
                 50 
                 51 
                 51 
                 51 
                 51 
               
               
                 phh2o_30_60 cm_Q0.05 
                 50 
                 52 
                 52 
                 52 
                 52 
               
               
                 phh2o_60_100 cm_Q0.05 
                 53 
                 53 
                 53 
                 53 
                 53 
               
               
                 phh2o_100_200 cm_Q0.05 
                 54 
                 54 
                 54 
                 54 
                 54 
               
               
                 sand_0_5 cm_Q0.05 
                 180 
                 223 
                 223 
                 223 
                 223 
               
               
                 sand_5_15 cm_Q0.05 
                 225 
                 232 
                 232 
                 232 
                 232 
               
               
                 sand_15_30 cm_Q0.05 
                 195 
                 216 
                 216 
                 216 
                 216 
               
               
                 sand_30_60 cm_Q0.05 
                 202 
                 214 
                 214 
                 214 
                 214 
               
               
                 sand_60_100 cm_Q0.05 
                 214 
                 232 
                 232 
                 232 
                 232 
               
               
                 sand_100_200 cm_Q0.05 
                 238 
                 253 
                 253 
                 253 
                 253 
               
               
                 silt_0_5 cm_Q0.05 
                 121 
                 138 
                 138 
                 138 
                 138 
               
               
                 silt_5_15 cm_Q0.05 
                 148 
                 152 
                 152 
                 152 
                 152 
               
               
                 silt_15_30 cm_Q0.05 
                 120 
                 128 
                 128 
                 128 
                 128 
               
               
                 silt_30_60 cm_Q0.05 
                 111 
                 111 
                 111 
                 111 
                 111 
               
               
                 silt_60_100 cm_Q0.05 
                 105 
                 102 
                 102 
                 102 
                 102 
               
               
                 silt_100_200 cm_Q0.05 
                 95 
                 83 
                 83 
                 83 
                 83 
               
               
                 cec_0_5 cm_Q0.5 
                 180 
                 183 
                 183 
                 183 
                 183 
               
               
                 cec_5_15 cm_Q0.5 
                 152 
                 156 
                 156 
                 156 
                 156 
               
               
                 cec_15_30 cm_Q0.5 
                 156 
                 150 
                 150 
                 150 
                 150 
               
               
                 cec_30_60 cm_Q0.5 
                 203 
                 175 
                 175 
                 175 
                 175 
               
               
                 cec_60_100 cm_Q0.5 
                 222 
                 193 
                 193 
                 193 
                 193 
               
               
                 cec_100_200 cm_Q0.5 
                 222 
                 193 
                 193 
                 193 
                 193 
               
               
                 cfvo_0_5 cm_Q0.5 
                 20 
                 20 
                 20 
                 20 
                 20 
               
               
                 cfvo_5_15 cm_Q0.5 
                 20 
                 20 
                 20 
                 20 
                 20 
               
               
                 cfvo_15_30 cm_Q0.5 
                 10 
                 20 
                 20 
                 20 
                 20 
               
               
                 cfvo_30_60 cm_Q0.5 
                 15 
                 20 
                 20 
                 20 
                 20 
               
               
                 cfvo_60_100 cm_Q0.5 
                 10 
                 20 
                 20 
                 20 
                 20 
               
               
                 cfvo_100_200 cm_Q0.5 
                 15 
                 10 
                 10 
                 10 
                 10 
               
               
                 clay_0_5 cm_Q0.5 
                 180 
                 183 
                 183 
                 183 
                 183 
               
               
                 clay_5_15 cm_Q0.5 
                 189 
                 197 
                 197 
                 197 
                 197 
               
               
                 clay_15_30 cm_Q0.5 
                 187 
                 198 
                 198 
                 198 
                 198 
               
               
                 clay_30_60 cm_Q0.5 
                 214 
                 216 
                 216 
                 216 
                 216 
               
               
                 clay_60_100 cm_Q0.5 
                 207 
                 214 
                 214 
                 214 
                 214 
               
               
                 clay_100_200 cm_Q0.5 
                 160 
                 160 
                 160 
                 160 
                 160 
               
               
                 phh2o_0_5 cm_Q0.5 
                 63 
                 62 
                 62 
                 62 
                 62 
               
               
                 phh2o_5_15 cm_Q0.5 
                 63 
                 63 
                 63 
                 63 
                 63 
               
               
                 phh2o_15_30 cm_Q0.5 
                 63 
                 62 
                 62 
                 62 
                 62 
               
               
                 phh2o_30_60 cm_Q0.5 
                 65 
                 64 
                 64 
                 64 
                 64 
               
               
                 phh2o_60_100 cm_Q0.5 
                 71 
                 71 
                 71 
                 71 
                 71 
               
               
                 phh2o_100_200 cm_Q0.5 
                 74 
                 74 
                 74 
                 74 
                 74 
               
               
                 sand_0_5 cm_Q0.5 
                 405 
                 416 
                 416 
                 416 
                 416 
               
               
                 sand_5_15 cm_Q0.5 
                 399 
                 398 
                 398 
                 398 
                 398 
               
               
                 sand_15_30 cm_Q0.5 
                 400 
                 401 
                 401 
                 401 
                 401 
               
               
                 sand_30_60 cm_Q0.5 
                 389 
                 389 
                 389 
                 389 
                 389 
               
               
                 sand_60_100 cm_Q0.5 
                 402 
                 403 
                 403 
                 403 
                 403 
               
               
                 sand_100_200 cm_Q0.5 
                 458 
                 462 
                 462 
                 462 
                 462 
               
               
                 silt_0_5 cm_Q0.5 
                 390 
                 376 
                 376 
                 376 
                 376 
               
               
                 silt_5_15 cm_Q0.5 
                 405 
                 400 
                 400 
                 400 
                 400 
               
               
                 silt_15_30 cm_Q0.5 
                 397 
                 384 
                 384 
                 384 
                 384 
               
               
                 silt_30_60 cm_Q0.5 
                 383 
                 372 
                 372 
                 372 
                 372 
               
               
                 silt_60_100 cm_Q0.5 
                 370 
                 352 
                 352 
                 352 
                 352 
               
               
                 silt_100_200 cm_Q0.5 
                 348 
                 344 
                 344 
                 344 
                 344 
               
               
                 cec_0_5 cm_mean 
                 230 
                 232 
                 232 
                 232 
                 232 
               
               
                 cec_5_15 cm_mean 
                 216 
                 210 
                 210 
                 210 
                 210 
               
               
                 cec_15_30 cm_mean 
                 208 
                 201 
                 201 
                 201 
                 201 
               
               
                 cec_30_60 cm_mean 
                 227 
                 217 
                 217 
                 217 
                 217 
               
               
                 cec_60_100 cm_mean 
                 255 
                 235 
                 235 
                 235 
                 235 
               
               
                 cec_100_200 cm_mean 
                 275 
                 258 
                 258 
                 258 
                 258 
               
               
                 cfvo_0_5 cm_mean 
                 79 
                 71 
                 71 
                 71 
                 71 
               
               
                 cfvo_5_15 cm_mean 
                 76 
                 70 
                 70 
                 70 
                 70 
               
               
                 cfvo_15_30 cm_mean 
                 87 
                 79 
                 79 
                 79 
                 79 
               
               
                 cfvo_30_60 cm_mean 
                 95 
                 91 
                 91 
                 91 
                 91 
               
               
                 cfvo_60_100 cm_mean 
                 103 
                 101 
                 101 
                 101 
                 101 
               
               
                 cfvo_100_200 cm_mean 
                 125 
                 118 
                 118 
                 118 
                 118 
               
               
                 clay_0_5 cm_mean 
                 211 
                 214 
                 214 
                 214 
                 214 
               
               
                 clay_5_15 cm_mean 
                 200 
                 204 
                 204 
                 204 
                 204 
               
               
                 clay_15_30 cm_mean 
                 214 
                 214 
                 214 
                 214 
                 214 
               
               
                 clay_30_60 cm_mean 
                 243 
                 243 
                 243 
                 243 
                 243 
               
               
                 clay_60_100 cm_mean 
                 235 
                 240 
                 240 
                 240 
                 240 
               
               
                 clay_100_200 cm_mean 
                 204 
                 206 
                 206 
                 206 
                 206 
               
               
                 phh2o_0_5 cm_mean 
                 62 
                 62 
                 62 
                 62 
                 62 
               
               
                 phh2o_5_15 cm_mean 
                 62 
                 62 
                 62 
                 62 
                 62 
               
               
                 phh2o_15_30 cm_mean 
                 63 
                 63 
                 63 
                 63 
                 63 
               
               
                 phh2o_30_60 cm_mean 
                 66 
                 66 
                 66 
                 66 
                 66 
               
               
                 phh2o_60_100 cm_mean 
                 70 
                 70 
                 70 
                 70 
                 70 
               
               
                 phh2o_100_200 cm_mean 
                 73 
                 72 
                 72 
                 72 
                 72 
               
               
                 sand_0_5 cm_mean 
                 412 
                 423 
                 423 
                 423 
                 423 
               
               
                 sand_5_15 cm_mean 
                 403 
                 409 
                 409 
                 409 
                 409 
               
               
                 sand_15_30 cm_mean 
                 401 
                 410 
                 410 
                 410 
                 410 
               
               
                 sand_30_60 cm_mean 
                 385 
                 394 
                 394 
                 394 
                 394 
               
               
                 sand_60_100 cm_mean 
                 407 
                 415 
                 415 
                 415 
                 415 
               
               
                 sand_100_200 cm_mean 
                 457 
                 460 
                 460 
                 460 
                 460 
               
               
                 silt_0_5 cm_mean 
                 376 
                 364 
                 364 
                 364 
                 364 
               
               
                 silt_5_15 cm_mean 
                 397 
                 387 
                 387 
                 387 
                 387 
               
               
                 silt_15_30 cm_mean 
                 385 
                 377 
                 377 
                 377 
                 377 
               
               
                 silt_30_60 cm_mean 
                 372 
                 364 
                 364 
                 364 
                 364 
               
               
                 silt_60_100 cm_mean 
                 368 
                 345 
                 345 
                 345 
                 345 
               
               
                 silt_100_200 cm_mean 
                 339 
                 334 
                 334 
                 334 
                 334 
               
               
                 cec_0_5 cm_Q0.95 
                 487 
                 481 
                 481 
                 481 
                 481 
               
               
                 cec_5_15 cm_Q0.95 
                 487 
                 485 
                 485 
                 485 
                 485 
               
               
                 cec_15_30 cm_Q0.95 
                 451 
                 452 
                 452 
                 452 
                 452 
               
               
                 cec_30_60 cm_Q0.95 
                 459 
                 486 
                 486 
                 486 
                 486 
               
               
                 cec_60_100 cm_Q0.95 
                 645 
                 645 
                 645 
                 645 
                 645 
               
               
                 cec_100_200 cm_Q0.95 
                 647 
                 649 
                 649 
                 649 
                 649 
               
               
                 cfvo_0_5 cm_Q0.95 
                 361 
                 335 
                 335 
                 335 
                 335 
               
               
                 cfvo_5_15 cm_Q0.95 
                 361 
                 335 
                 335 
                 335 
                 335 
               
               
                 cfvo_15_30 cm_Q0.95 
                 400 
                 400 
                 400 
                 400 
                 400 
               
               
                 cfvo_30_60 cm_Q0.95 
                 450 
                 450 
                 450 
                 450 
                 450 
               
               
                 cfvo_60_100 cm_Q0.95 
                 450 
                 451 
                 451 
                 451 
                 451 
               
               
                 cfvo_100_200 cm_Q0.95 
                 451 
                 481 
                 481 
                 481 
                 481 
               
               
                 clay_0_5 cm_Q0.95 
                 543 
                 509 
                 509 
                 509 
                 509 
               
               
                 clay_5_15 cm_Q0.95 
                 378 
                 378 
                 378 
                 378 
                 378 
               
               
                 clay_15_30 cm_Q0.95 
                 509 
                 490 
                 490 
                 490 
                 490 
               
               
                 clay_30_60 cm_Q0.95 
                 549 
                 534 
                 534 
                 534 
                 534 
               
               
                 clay_60_100 cm_Q0.95 
                 528 
                 517 
                 517 
                 517 
                 517 
               
               
                 clay_100_200 cm_Q0.95 
                 528 
                 528 
                 528 
                 528 
                 528 
               
               
                 phh2o_0_5 cm_Q0.95 
                 75 
                 77 
                 77 
                 77 
                 77 
               
               
                 phh2o_5_15 cm_Q0.95 
                 75 
                 76 
                 76 
                 76 
                 76 
               
               
                 phh2o_15_30 cm_Q0.95 
                 76 
                 78 
                 78 
                 78 
                 78 
               
               
                 phh2o_30_60 cm_Q0.95 
                 85 
                 85 
                 85 
                 85 
                 85 
               
               
                 phh2o_60_100 cm_Q0.95 
                 87 
                 86 
                 86 
                 86 
                 86 
               
               
                 phh2o_100_200 cm_Q0.95 
                 86 
                 85 
                 85 
                 85 
                 85 
               
               
                 sand_0_5 cm_Q0.95 
                 645 
                 657 
                 657 
                 657 
                 657 
               
               
                 sand_5_15 cm_Q0.95 
                 603 
                 622 
                 622 
                 622 
                 622 
               
               
                 sand_15_30 cm_Q0.95 
                 598 
                 601 
                 601 
                 601 
                 601 
               
               
                 sand_30_60 cm_Q0.95 
                 617 
                 617 
                 617 
                 617 
                 617 
               
               
                 sand_60_100 cm_Q0.95 
                 648 
                 659 
                 659 
                 659 
                 659 
               
               
                 sand_100_200 cm_Q0.95 
                 704 
                 705 
                 705 
                 705 
                 705 
               
               
                 silt_0_5 cm_Q0.95 
                 645 
                 598 
                 598 
                 598 
                 598 
               
               
                 silt_5_15 cm_Q0.95 
                 615 
                 598 
                 598 
                 598 
                 598 
               
               
                 silt_15_30 cm_Q0.95 
                 611 
                 609 
                 609 
                 609 
                 609 
               
               
                 silt_30_60 cm_Q0.95 
                 630 
                 623 
                 623 
                 623 
                 623 
               
               
                 silt_60_100 cm_Q0.95 
                 593 
                 579 
                 579 
                 579 
                 579 
               
               
                 silt_100_200 cm_Q0.95 
                 647 
                 622 
                 622 
                 622 
                 622 
               
               
                   
               
            
           
         
       
     
     Processing circuitry being supplied with this multitude of predictors and the analysis points given can utilize a threshold for predictors that are informative in determining or have a sufficient impact on determination and the predictors that are not utilized. This generates a subset of candidate predictor variables. A selection of points throughout the parcels are associated with this subset and shown in Table 6 and modeled data provided in Table 8. Table 6 represents exemplary 100 points distributed within the parcels. As many points as practical can utilizing informative predictor values. After determining the subset, data as shown in Table 6 can be provided for parcels or portions of parcels as shown in Step 2. For example, the V4&#39;s represent selected predictor values within parcel  200  and the X2&#39;s indicate selected predictor values within parcel  190 . Additionally, the predictor values as shown in location are shown for V3 are provided for parcel  300  and these are the predictor values that can be used to determine what the soil organic carbon is for a plot or parcel that has not been sampled. 
     
       
         
           
               
             
               
                 TABLE 6 
               
               
                   
               
               
                 Selected Predictive Parcel Data 
               
               
                   
               
             
            
               
                   
               
            
           
           
               
               
               
               
               
               
               
               
               
            
               
                 Parcel 
                 Sample Location 
                 prcp_mean 
                 prcp_max 
                 prcp_sd 
                 srad_max 
                 srad_sd 
                 tmax_mean 
                 tmax_sd 
               
               
                   
               
               
                 V4 
                 V4_868_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_6867_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_3471_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_6747_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_4791_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_347_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_2596_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_6941_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_2045_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_364_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_1912_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_671_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_7799_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_4102_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_7724_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_2192_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_6771_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_6189_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_5022_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_8097_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_1667_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_9462_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_7611_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_3027_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_6852_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_6831_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_870_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_6523_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_3805_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_4525_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_6377_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_436_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_2891_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_1184_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_4085_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_9182_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_1435_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_6125_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_2617_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_7028_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_6527_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_803_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_1599_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_4514_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_5473_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_6350_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_1573_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_7026_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_7022_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_2115_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_7182_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_5933_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_5966_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_5997_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_5452_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_2451_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_7220_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_3784_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_2823_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_6931_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_3790_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_3583_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_7031_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_683_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_1915_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_486_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_186_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_7797_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_409_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_5357_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_1523_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_4371_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_8881_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_8373_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_1478_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_4301_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_323_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_3431_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_7492_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_5402_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_7880_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_1649_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_6283_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_6773_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_6698_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_4345_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_3444_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_8828_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_2342_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_7869_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_5671_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_7159_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_732_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_1168_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_770_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_5732_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_882_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_2182_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_3303_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 V4 
                 V4_460_2022-03-02 
                 1.93 
                 105.89 
                 9.09 
                 442.02 
                 85.98 
                 19.89 
                 6.69 
               
               
                 X2 
                 X2_4320_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_612_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_1296_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_2990_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_2873_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_3173_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_1092_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_824_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_3490_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_1898_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_2911_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_4214_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_2468_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_579_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_3900_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_1614_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_1583_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_3108_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_3357_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_4246_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_166_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_470_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_187_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_1055_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_1454_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_4093_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_3319_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_2763_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_1935_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_4772_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_401_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_1589_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_4620_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_2168_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_4229_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_4757_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_1793_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_2846_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_3003_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_831_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_2608_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_2125_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_3773_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_3525_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_4127_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_1406_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_3023_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_2454_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_4852_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_4037_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_2451_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_4742_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_3517_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_1957_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_1824_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_1738_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_1845_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_260_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_2894_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_1785_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_847_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_2981_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_3846_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_521_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_4855_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_2346_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_3167_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_4024_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_195_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_2500_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_1170_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_4653_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_2132_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_4926_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_2832_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_391_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_365_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_3691_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_3695_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_2241_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_2562_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_2663_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_1001_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_972_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_81_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_3910_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_2262_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_1558_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_287_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_1669_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_4636_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_4237_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_3540_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_1343_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_1879_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_1926_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_117_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_759_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_1309_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
               
                 X2 
                 X2_3449_2022-02-10 
                 3.58 
                 138.74 
                 13.78 
                 449.17 
                 93.72 
                 18.83 
                 5.82 
               
            
           
           
               
               
            
               
                   
                 Predicted Target Agricultural Data for Unsample Parcel 
               
            
           
           
               
               
               
               
               
               
               
               
               
            
               
                 V3 
                 V3_1750_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_8649_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_7102_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_346_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_6860_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_2237_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_3438_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_8072_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_7211_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_6348_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_3738_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_8222_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_5956_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_5561_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_1310_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_6546_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_4477_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_5826_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_6381_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_5162_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_3496_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_2804_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_5646_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_5153_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_8418_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_1611_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_1438_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_5778_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_2725_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_1433_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_7492_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_903_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_6302_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_8516_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_2323_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_4456_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_8054_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_7720_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_1709_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_5518_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_2863_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_4106_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_7152_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_3695_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_2059_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_4148_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_8330_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_5822_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_3093_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_6933_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_3377_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_3190_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_3256_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_1607_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_2648_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_3197_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_672_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_1414_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_5191_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_1107_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_5231_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_7188_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_5554_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_2955_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_5400_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_5687_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_7468_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_6839_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_8247_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_1229_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_2118_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_5223_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_6481_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_7836_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_5316_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_5631_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_546_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_2121_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_2773_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_8369_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_4232_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_7537_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_4727_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_2851_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_97_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_3891_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_7718_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_4976_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_2468_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_151_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_7333_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_3638_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_3784_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_3176_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_1891_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_122_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_1066_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_5233_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_3682_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                 V3 
                 V3_2718_2021-03-11 
                 3.36 
                 42.43 
                 6.79 
                 383.85 
                 81.13 
                 15.73 
                 3.26 
               
               
                   
               
            
           
           
               
               
               
               
               
               
               
               
               
            
               
                   
                 Parcel 
                 vp_min 
                 vp_mean 
                 vp_sd 
                 kNDVI_S2_min 
                 NDWI_S2_mean 
                 NIRv_S2_sd 
                 NDVI_S2_min 
               
               
                   
                   
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.04 
                 −0.50 
                 710.20 
                 0.19 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.08 
                 −0.55 
                 652.03 
                 0.29 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.05 
                 −0.54 
                 687.50 
                 0.24 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.55 
                 676.94 
                 0.24 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.07 
                 −0.54 
                 716.85 
                 0.25 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.51 
                 697.04 
                 0.24 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.07 
                 −0.54 
                 707.38 
                 0.25 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.54 
                 673.34 
                 0.24 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.54 
                 657.22 
                 0.24 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.05 
                 −0.52 
                 683.35 
                 0.24 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.54 
                 718.92 
                 0.24 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.53 
                 731.07 
                 0.24 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.54 
                 706.71 
                 0.25 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.07 
                 −0.54 
                 701.32 
                 0.26 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.07 
                 −0.55 
                 639.30 
                 0.26 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.07 
                 −0.54 
                 710.09 
                 0.26 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.54 
                 707.24 
                 0.25 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.55 
                 673.41 
                 0.24 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.07 
                 −0.54 
                 712.88 
                 0.26 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.07 
                 −0.55 
                 615.69 
                 0.26 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.07 
                 −0.53 
                 660.84 
                 0.25 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.09 
                 −0.55 
                 674.48 
                 0.30 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.07 
                 −0.55 
                 639.30 
                 0.25 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.07 
                 −0.55 
                 703.07 
                 0.26 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.54 
                 679.33 
                 0.25 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.05 
                 −0.54 
                 673.34 
                 0.24 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.09 
                 −0.50 
                 654.67 
                 0.31 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.55 
                 676.94 
                 0.24 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.54 
                 703.35 
                 0.24 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.55 
                 699.19 
                 0.25 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.54 
                 629.33 
                 0.24 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.51 
                 697.04 
                 0.24 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.07 
                 −0.54 
                 682.71 
                 0.27 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.07 
                 −0.54 
                 663.96 
                 0.26 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.07 
                 −0.54 
                 704.78 
                 0.25 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.08 
                 −0.54 
                 656.21 
                 0.28 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.05 
                 −0.53 
                 722.14 
                 0.23 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.54 
                 691.16 
                 0.25 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.05 
                 −0.54 
                 704.52 
                 0.23 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.54 
                 713.88 
                 0.24 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.55 
                 675.94 
                 0.24 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.53 
                 660.03 
                 0.24 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.54 
                 684.33 
                 0.25 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.07 
                 −0.54 
                 682.54 
                 0.26 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.54 
                 697.56 
                 0.24 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.07 
                 −0.54 
                 695.79 
                 0.26 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.07 
                 −0.54 
                 663.96 
                 0.25 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.54 
                 705.23 
                 0.25 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.54 
                 705.23 
                 0.25 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.54 
                 716.92 
                 0.24 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.07 
                 −0.55 
                 682.92 
                 0.26 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.54 
                 629.33 
                 0.24 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.54 
                 679.33 
                 0.25 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.54 
                 723.58 
                 0.25 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.54 
                 705.81 
                 0.25 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.53 
                 654.76 
                 0.24 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.54 
                 706.09 
                 0.24 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.07 
                 −0.54 
                 695.13 
                 0.26 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.54 
                 698.72 
                 0.25 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.54 
                 634.92 
                 0.25 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.07 
                 −0.54 
                 693.13 
                 0.26 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.54 
                 677.89 
                 0.25 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.05 
                 −0.54 
                 713.86 
                 0.24 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.04 
                 −0.50 
                 710.20 
                 0.19 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.54 
                 716.92 
                 0.24 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.51 
                 729.85 
                 0.25 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.52 
                 683.35 
                 0.24 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.05 
                 −0.54 
                 706.71 
                 0.25 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.03 
                 −0.47 
                 689.37 
                 0.17 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.54 
                 705.11 
                 0.25 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.05 
                 −0.54 
                 730.90 
                 0.23 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.54 
                 585.08 
                 0.25 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.09 
                 −0.56 
                 522.32 
                 0.29 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.08 
                 −0.55 
                 644.65 
                 0.28 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.07 
                 −0.54 
                 689.27 
                 0.25 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.07 
                 −0.55 
                 684.32 
                 0.26 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.07 
                 −0.49 
                 687.33 
                 0.27 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.07 
                 −0.54 
                 690.96 
                 0.27 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.07 
                 −0.55 
                 633.95 
                 0.27 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.55 
                 669.94 
                 0.24 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.07 
                 −0.54 
                 675.77 
                 0.26 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.54 
                 659.24 
                 0.25 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.54 
                 695.94 
                 0.24 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.54 
                 706.09 
                 0.24 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.54 
                 713.88 
                 0.24 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.54 
                 693.10 
                 0.25 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.07 
                 −0.54 
                 687.11 
                 0.26 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.09 
                 −0.55 
                 573.26 
                 0.30 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.54 
                 664.93 
                 0.25 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.07 
                 −0.54 
                 684.56 
                 0.26 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.55 
                 711.87 
                 0.25 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.05 
                 −0.54 
                 659.01 
                 0.24 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.55 
                 680.30 
                 0.24 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.53 
                 651.90 
                 0.24 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.07 
                 −0.54 
                 584.56 
                 0.26 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.54 
                 681.81 
                 0.25 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.05 
                 −0.53 
                 654.06 
                 0.24 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.07 
                 −0.54 
                 706.59 
                 0.27 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.06 
                 −0.53 
                 661.20 
                 0.25 
               
               
                   
                 V4 
                 306.22 
                 820.44 
                 238.88 
                 0.07 
                 −0.53 
                 595.27 
                 0.25 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.11 
                 −0.56 
                 453.04 
                 0.33 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.10 
                 −0.58 
                 453.52 
                 0.31 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.09 
                 −0.58 
                 435.25 
                 0.30 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.10 
                 −0.57 
                 446.33 
                 0.32 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.10 
                 −0.57 
                 446.33 
                 0.32 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.10 
                 −0.57 
                 486.44 
                 0.32 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.09 
                 −0.58 
                 435.25 
                 0.30 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.10 
                 −0.57 
                 480.70 
                 0.32 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.10 
                 −0.56 
                 495.84 
                 0.32 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.10 
                 −0.56 
                 474.91 
                 0.31 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.09 
                 −0.57 
                 435.44 
                 0.29 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.09 
                 −0.56 
                 419.94 
                 0.30 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.10 
                 −0.57 
                 450.16 
                 0.32 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.08 
                 −0.58 
                 433.90 
                 0.29 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.09 
                 −0.56 
                 419.19 
                 0.30 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.09 
                 −0.57 
                 456.65 
                 0.31 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.08 
                 −0.58 
                 428.20 
                 0.28 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.10 
                 −0.57 
                 486.44 
                 0.32 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.10 
                 −0.56 
                 495.84 
                 0.32 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.11 
                 −0.56 
                 453.04 
                 0.33 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.08 
                 −0.56 
                 389.20 
                 0.29 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.09 
                 −0.58 
                 402.47 
                 0.30 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.08 
                 −0.56 
                 389.20 
                 0.29 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.08 
                 −0.58 
                 426.26 
                 0.28 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.09 
                 −0.57 
                 450.87 
                 0.30 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.11 
                 −0.56 
                 464.18 
                 0.33 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.08 
                 −0.56 
                 504.15 
                 0.28 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.10 
                 −0.57 
                 446.33 
                 0.32 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.09 
                 −0.57 
                 452.07 
                 0.31 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.12 
                 −0.54 
                 505.74 
                 0.35 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.11 
                 −0.56 
                 464.18 
                 0.33 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.09 
                 −0.57 
                 450.87 
                 0.30 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.10 
                 −0.56 
                 449.37 
                 0.32 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.10 
                 −0.57 
                 454.50 
                 0.31 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.11 
                 −0.58 
                 453.04 
                 0.33 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.08 
                 −0.56 
                 438.36 
                 0.29 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.08 
                 −0.58 
                 448.45 
                 0.28 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.09 
                 −0.57 
                 436.44 
                 0.29 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.09 
                 −0.56 
                 467.02 
                 0.30 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.08 
                 −0.58 
                 451.77 
                 0.29 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.09 
                 −0.57 
                 457.56 
                 0.30 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.10 
                 −0.56 
                 474.91 
                 0.31 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.10 
                 −0.56 
                 454.72 
                 0.32 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.08 
                 −0.56 
                 504.15 
                 0.28 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.09 
                 −0.56 
                 419.94 
                 0.30 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.09 
                 −0.57 
                 450.87 
                 0.30 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.09 
                 −0.56 
                 467.02 
                 0.30 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.09 
                 −0.57 
                 457.56 
                 0.30 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.08 
                 −0.56 
                 438.36 
                 0.29 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.09 
                 −0.56 
                 419.19 
                 0.30 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.09 
                 −0.57 
                 457.56 
                 0.30 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.09 
                 −0.53 
                 444.62 
                 0.30 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.10 
                 −0.56 
                 495.84 
                 0.32 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.09 
                 −0.57 
                 452.07 
                 0.31 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.09 
                 −0.57 
                 456.65 
                 0.31 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.08 
                 −0.58 
                 448.45 
                 0.26 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.09 
                 −0.57 
                 456.65 
                 0.31 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.08 
                 −0.58 
                 390.91 
                 0.28 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.10 
                 −0.57 
                 446.33 
                 0.32 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.08 
                 −0.58 
                 448.45 
                 0.28 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.10 
                 −0.57 
                 480.70 
                 0.32 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.09 
                 −0.57 
                 436.44 
                 0.29 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.09 
                 −0.56 
                 419.19 
                 0.30 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.10 
                 −0.58 
                 453.52 
                 0.31 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.09 
                 −0.53 
                 444.52 
                 0.30 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.10 
                 −0.57 
                 454.50 
                 0.31 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.09 
                 −0.56 
                 457.02 
                 0.30 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.11 
                 −0.56 
                 454.18 
                 0.33 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.09 
                 −0.56 
                 395.11 
                 0.31 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.09 
                 −0.57 
                 457.56 
                 0.30 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.08 
                 −0.58 
                 426.26 
                 0.26 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.09 
                 −0.53 
                 444.62 
                 0.30 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.08 
                 −0.58 
                 454.37 
                 0.28 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.09 
                 −0.54 
                 505.12 
                 0.29 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.10 
                 −0.57 
                 446.33 
                 0.32 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.10 
                 −0.56 
                 424.26 
                 0.32 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.10 
                 −0.58 
                 424.26 
                 0.32 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.08 
                 −0.55 
                 465.56 
                 0.28 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.10 
                 −0.56 
                 464.72 
                 0.32 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.09 
                 −0.56 
                 471.44 
                 0.30 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.09 
                 −0.57 
                 457.56 
                 0.30 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.09 
                 −0.57 
                 457.56 
                 0.30 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.09 
                 −0.58 
                 448.25 
                 0.31 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.09 
                 −0.58 
                 448.25 
                 0.31 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.09 
                 −0.56 
                 395.11 
                 0.31 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.11 
                 −0.56 
                 464.18 
                 0.33 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.09 
                 −0.56 
                 471.44 
                 0.30 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.08 
                 −0.58 
                 428.20 
                 0.28 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.09 
                 −0.58 
                 402.47 
                 0.30 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.10 
                 −0.56 
                 493.37 
                 0.32 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.09 
                 −0.56 
                 431.04 
                 0.30 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.09 
                 −0.56 
                 419.94 
                 0.30 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.10 
                 −0.56 
                 495.84 
                 0.32 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.09 
                 −0.57 
                 450.87 
                 0.30 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.08 
                 −0.58 
                 454.37 
                 0.28 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.08 
                 −0.58 
                 454.37 
                 0.28 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.10 
                 −0.55 
                 453.95 
                 0.32 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.08 
                 −0.58 
                 451.77 
                 0.29 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.08 
                 −0.58 
                 426.26 
                 0.28 
               
               
                   
                 X2 
                 331.41 
                 853.50 
                 297.74 
                 0.10 
                 −0.56 
                 495.84 
                 0.32 
               
            
           
           
               
               
            
               
                   
                 Predicted Target Agricultural Data for Unsample Parcel 
               
            
           
           
               
               
               
               
               
               
               
               
               
            
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.40 
                 −0.64 
                 395.10 
                 0.66 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.30 
                 −0.61 
                 322.12 
                 0.56 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.42 
                 −0.64 
                 411.25 
                 0.67 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.43 
                 −0.64 
                 315.17 
                 0.68 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.46 
                 −0.67 
                 436.56 
                 0.71 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.44 
                 −0.65 
                 350.38 
                 0.69 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.47 
                 −0.67 
                 428.22 
                 0.71 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.41 
                 −0.65 
                 371.39 
                 0.66 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.41 
                 −0.64 
                 367.26 
                 0.66 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.38 
                 −0.63 
                 247.40 
                 0.63 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.49 
                 −0.67 
                 414.95 
                 0.73 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.40 
                 −0.65 
                 524.24 
                 0.65 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.43 
                 −0.64 
                 393.34 
                 0.68 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.39 
                 −0.67 
                 452.46 
                 0.64 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.42 
                 −0.63 
                 391.85 
                 0.67 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.44 
                 −0.65 
                 441.04 
                 0.68 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.43 
                 −0.67 
                 514.14 
                 0.68 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.42 
                 −0.65 
                 314.15 
                 0.67 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.39 
                 −0.64 
                 518.50 
                 0.64 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.41 
                 −0.66 
                 444.86 
                 0.66 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.40 
                 −0.63 
                 288.92 
                 0.65 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.40 
                 −0.63 
                 396.20 
                 0.65 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.41 
                 −0.66 
                 444.86 
                 0.66 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.39 
                 −0.65 
                 402.05 
                 0.64 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.23 
                 −0.56 
                 211.59 
                 0.48 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.45 
                 −0.65 
                 434.00 
                 0.70 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.46 
                 −0.65 
                 417.24 
                 0.71 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.43 
                 −0.64 
                 393.34 
                 0.68 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.42 
                 −0.64 
                 424.31 
                 0.67 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.49 
                 −0.66 
                 388.87 
                 0.73 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.26 
                 −0.56 
                 265.90 
                 0.51 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.49 
                 −0.56 
                 386.01 
                 0.73 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.39 
                 −0.64 
                 518.50 
                 0.65 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.29 
                 −0.57 
                 318.02 
                 0.54 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.42 
                 −0.64 
                 376.67 
                 0.67 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.48 
                 −0.66 
                 529.38 
                 0.72 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.23 
                 −0.55 
                 321.77 
                 0.48 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.34 
                 −0.60 
                 323.79 
                 0.59 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.44 
                 −0.65 
                 350.38 
                 0.69 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.47 
                 −0.56 
                 287.23 
                 0.71 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.42 
                 −0.64 
                 361.42 
                 0.67 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.43 
                 −0.65 
                 367.49 
                 0.68 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.41 
                 −0.64 
                 367.26 
                 0.66 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.43 
                 −0.65 
                 413.55 
                 0.68 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.43 
                 −0.55 
                 349.28 
                 0.58 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.43 
                 −0.65 
                 413.55 
                 0.68 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.29 
                 −0.58 
                 323.40 
                 0.54 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.41 
                 −0.66 
                 364.12 
                 0.66 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.42 
                 −0.64 
                 497.12 
                 0.67 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.40 
                 −0.65 
                 265.64 
                 0.55 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.41 
                 −0.63 
                 465.00 
                 0.66 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.49 
                 −0.67 
                 418.49 
                 0.73 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.42 
                 −0.64 
                 497.12 
                 0.67 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.49 
                 −0.66 
                 388.87 
                 0.73 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.51 
                 −0.67 
                 283.25 
                 0.75 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.50 
                 −0.67 
                 625.69 
                 0.74 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.37 
                 −0.62 
                 374.77 
                 0.52 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.46 
                 −0.65 
                 469.67 
                 0.71 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.43 
                 −0.66 
                 535.58 
                 0.68 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.42 
                 −0.65 
                 336.94 
                 0.57 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.39 
                 −0.65 
                 402.05 
                 0.64 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.25 
                 −0.53 
                 203.99 
                 0.50 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.39 
                 −0.65 
                 402.05 
                 0.54 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.42 
                 −0.64 
                 361.42 
                 0.67 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.39 
                 −0.67 
                 452.46 
                 0.54 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.50 
                 −0.69 
                 394.12 
                 0.74 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.41 
                 −0.63 
                 531.81 
                 0.66 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.44 
                 −0.65 
                 441.04 
                 0.68 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.40 
                 −0.65 
                 524.24 
                 0.65 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.42 
                 −0.63 
                 391.85 
                 0.67 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.50 
                 −0.67 
                 460.83 
                 0.74 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.38 
                 −0.64 
                 346.96 
                 0.63 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.29 
                 −0.57 
                 318.02 
                 0.54 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.42 
                 −0.64 
                 430.51 
                 0.67 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.39 
                 −0.67 
                 452.46 
                 0.54 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.38 
                 −0.64 
                 346.96 
                 0.63 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.40 
                 −0.62 
                 349.01 
                 0.66 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.50 
                 −0.67 
                 460.83 
                 0.74 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.42 
                 −0.64 
                 361.42 
                 0.67 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.40 
                 −0.65 
                 524.24 
                 0.66 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.46 
                 −0.67 
                 399.19 
                 0.71 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.36 
                 −0.66 
                 251.85 
                 0.62 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.44 
                 −0.66 
                 477.77 
                 0.69 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.50 
                 −0.56 
                 448.26 
                 0.74 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.41 
                 −0.64 
                 325.87 
                 0.66 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.49 
                 −0.67 
                 414.95 
                 0.73 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.23 
                 −0.54 
                 226.55 
                 0.48 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.45 
                 −0.68 
                 420.87 
                 0.70 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.45 
                 −0.64 
                 414.54 
                 0.69 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.42 
                 −0.64 
                 283.34 
                 0.67 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.41 
                 −0.64 
                 367.26 
                 0.66 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.50 
                 −0.67 
                 625.69 
                 0.74 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.47 
                 −0.68 
                 568.04 
                 0.71 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.42 
                 −0.63 
                 422.13 
                 0.67 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.46 
                 −0.66 
                 367.45 
                 0.70 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.36 
                 −0.62 
                 311.97 
                 0.61 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.46 
                 −0.65 
                 469.67 
                 0.74 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.39 
                 −0.67 
                 452.46 
                 0.65 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.41 
                 −0.64 
                 397.63 
                 0.66 
               
               
                   
                 V3 
                 550.16 
                 843.22 
                 130.07 
                 0.40 
                 −0.63 
                 440.23 
                 0.65 
               
               
                   
                   
               
            
           
         
       
     
     As shown in Table 7, the testing of the two machine learning programs (catboost and a featureless, mean, baseline model) are shown. This testing can include but is not limited to the use of the following equations. 
     Mean Squared Error (MSE) 
     The Mean Squared Error is defined as 
     
       
         
           
             
               
                 
                   
                     1 
                     n 
                   
                   ⁢ 
                   
                     
                       ∑ 
                       
                         i 
                         = 
                         1 
                       
                       n 
                     
                         
                     
                       
                         
                           w 
                           i 
                         
                         ( 
                         
                           
                             t 
                             i 
                           
                           - 
                           
                             r 
                             i 
                           
                         
                         ) 
                       
                       2 
                     
                   
                 
               
               
                 
                   Equation 
                   ⁢ 
                       
                   1 
                 
               
             
           
         
       
     
     Mean Absolute Error (MAE) 
     The Mean Absolute Error is defined as 
     
       
         
           
             
               
                 
                   
                     1 
                     n 
                   
                   ⁢ 
                   
                     
                       ∑ 
                       
                         i 
                         = 
                         1 
                       
                       n 
                     
                         
                     
                       
                         w 
                         i 
                       
                       ⁢ 
                       
                         
                           ❘ 
                           &#34;\[LeftBracketingBar]&#34; 
                         
                         
                           
                             t 
                             i 
                           
                           - 
                           
                             r 
                             i 
                           
                         
                         
                           ❘ 
                           &#34;\[RightBracketingBar]&#34; 
                         
                       
                     
                   
                 
               
               
                 
                   Equation 
                   ⁢ 
                       
                   2 
                 
               
             
           
         
       
     
     Mean Absolute Percent Error (MAPE) 
     The Mean Absolute Percent Error is defined as 
     
       
         
           
             
               
                 
                   
                     1 
                     n 
                   
                   ⁢ 
                   
                     
                       ∑ 
                       
                         i 
                         = 
                         1 
                       
                       n 
                     
                         
                     
                       
                         w 
                         i 
                       
                       ⁢ 
                       
                         
                           ❘ 
                           &#34;\[LeftBracketingBar]&#34; 
                         
                         
                           
                             
                               t 
                               i 
                             
                             - 
                             
                               r 
                               i 
                             
                           
                           
                             t 
                             i 
                           
                         
                         
                           ❘ 
                           &#34;\[RightBracketingBar]&#34; 
                         
                       
                     
                   
                 
               
               
                 
                   Equation 
                   ⁢ 
                       
                   3 
                 
               
             
           
         
       
     
     Bias 
     The Bias is defined as 
     
       
         
           
             
               
                 
                   
                     1 
                     n 
                   
                   ⁢ 
                   
                     
                       ∑ 
                       
                         i 
                         = 
                         1 
                       
                       n 
                     
                         
                     
                       
                         w 
                         i 
                       
                       ( 
                       
                         
                           t 
                           i 
                         
                         - 
                         
                           r 
                           i 
                         
                       
                       ) 
                     
                   
                 
               
               
                 
                   Equation 
                   ⁢ 
                       
                   4 
                 
               
             
           
         
       
     
     Relative Squared Error (RSE) 
     The Relative Squared Error is defined as 
     
       
         
           
             
               
                 
                   
                     
                       ∑ 
                       
                         i 
                         = 
                         1 
                       
                       n 
                     
                         
                     
                       
                         ( 
                         
                           
                             t 
                             i 
                           
                           - 
                           
                             r 
                             i 
                           
                         
                         ) 
                       
                       2 
                     
                   
                   
                     
                       ∑ 
                       
                         i 
                         = 
                         1 
                       
                       n 
                     
                         
                     
                       
                         ( 
                         
                           
                             t 
                             i 
                           
                           - 
                           
                             t 
                             _ 
                           
                         
                         ) 
                       
                       2 
                     
                   
                 
               
               
                 
                   Equation 
                   ⁢ 
                       
                   5 
                 
               
             
           
         
       
     
     The performance of the trained CatBoost model demonstrates learning from data in comparison with the performance of the featureless, mean, baseline model. 
     
       
         
           
               
             
               
                 TABLE 7 
               
             
            
               
                   
               
               
                 Process and Model Performance Between Programs 
               
            
           
           
               
               
               
               
               
               
               
            
               
                   
                   
                   
                   
                   
                 relative 
                 adjusted 
               
               
                   
                   
                   
                   
                   
                 difference 
                 p-value of 
               
               
                   
                   
                   
                   
                   
                 with 
                 Dunn&#39;s 
               
               
                 program 
                 mse 
                 mape 
                 mae 
                 rmse 
                 featureless 
                 test 
               
               
                   
               
            
           
           
               
               
               
               
               
               
               
            
               
                 featureless 
                 116.67 
                 71.47% 
                 8.35 
                 9.58 
                 n/a 
                 n/a 
               
               
                 catboost 
                 84.53 
                 37.77% 
                 6.22 
                 7.41 
                 −27.55% 
                 0.03 
               
               
                   
               
            
           
         
       
     
     Referring next to Table 8, as shown the additional mean of the analysis points are the data for 280 is shown as the observed standard deviation and model mean and the model standard deviation. The same thing is shown for plot  283  as X2 and plot  282  as V3. As there is no observed mean at V3, the modeled mean is 16.06 and the modeled standard deviation is 0.07. 
     
       
         
           
               
             
               
                 TABLE 8 
               
             
            
               
                   
               
               
                 Modeled Data v. Sampled Data 
               
            
           
           
               
               
               
               
               
               
            
               
                   
                   
                 observed 
                 observed 
                 modeled 
                 modeled 
               
               
                   
                 code 
                 mean 
                 sd 
                 mean 
                 sd 
               
               
                   
                   
               
               
                   
                 V4 
                 11.06 
                 1.34 
                 12.31 
                 0.61 
               
               
                   
                 X2 
                 29.34 
                 1.12 
                 27.64 
                 0.47 
               
               
                   
                 V3 
                 n/a 
                 n/a 
                 16.06 
                 0.07 
               
               
                   
                   
               
            
           
         
       
     
     Referring next to  FIGS.  14 - 16   ,  Bulbosa  7PB55 cultivar seeds (7PB55) are planted between the months of September-December in Northern and Central California. Seeds are planted in the alleyways between specialty crop rows using conventional site preparation methods and equipment and/or planted underneath the wine grape crop using specialized seeding equipment. 7PB55 emerges as grass upon receipt of sufficient moisture from rain, fog, and/or a combination of both after seeding and enters an annual cycle in which it emerges on average from October through November, grows from December through March, and goes dormant from April through September. During the periods of emergence, growth, and senescence, 7PB55&#39;s water consumption requirements are satisfied by average Northern and Central California climate rainfall conditions without irrigation. It grows to less than 6 inches in height on average, warranting 0-1 mows per year in specialty crop systems. During its dormancy period it consumes no water and displays no living ground cover, while biomass remains intact in living root systems that knit together over consecutive years. 
     
       
         
           
               
             
               
                 TABLE 9 
               
             
            
               
                   
               
               
                 Poa Bulbosa Alleyway Cover Crop 
               
            
           
           
               
               
               
            
               
                 Site 
                 V4 
                 X2 
               
               
                   
               
               
                 Installation date 
                 Dec. 4, 2020 
                 Oct. 23, 2019 
               
               
                 Farm acres 
                 4.77 
                 1.5 
               
               
                 Seeded acres 
                 1.735 
                 1 
               
               
                 Total seed applied (lbs) 
                 700 
               
               
                 Seed rate (lbs/acre) 
                 403.564 
               
               
                 Seed rate goal (lbs/acre) 
                 434 
                 550 
               
               
                 Total seed goal (lbs) 
                 752.7927272 
                 550.0000001 
               
               
                 PLS goal (PLS/acre) 
                 90000000 
                 114000000 
               
               
                 Observed biomass (g/0.1 m2) 
                 0.536 
                 6.89 
               
               
                 in year 1 
               
               
                 Sampling date in year 1 
                 2021 Apr. 6 
                 2021 Mar. 20 
               
               
                 Observed biomass (g/0.1 m2) 
                 6.65 
                 4.25 
               
               
                 in year 2 
               
               
                 Sampling date in year 2 
                 2022 Mar. 2 
                 2021 Mar. 20 
               
               
                   
               
            
           
         
       
     
     In accordance with example implementations, this cultivar can be planted in alleyways between commodity crops. In some parcels in some portions of alleyways, target agricultural data such as carbon content can be sampled and determined. Without actually sampling other portions of parcels or other portions of alleyways, the systems and methods of the present disclosure can be used to provide modeled data with the sample or different alleyways of the same or different parcels. This modeled data can be used to determine the amount of carbon being sequestered by the cover crop. 
     Accordingly, methods for sequestering carbon are provided. The methods can include: identifying a parcel having commodity crops planted in rows, the commodity crops having a dormant season; defining the alleyways between the rows of commodity crops; planting a cover crop within the alleyways, the cover crops having growing season within the dormant season of the commodity crop, and a dormant season within the growing season of the commodity crop; and increasing the carbon content of the parcel during the dormant season of the commodity crop with the cover crop. The commodity crop can be a vineyard or orchard. The cover crop can be  Poa bulbosa  or hybrid of same. The cover crop can be retained between commodity crop growing seasons. 
     Systems for agricultural carbon sequestration are also provided. They system processing circuitry can be configured to: identify one or more land parcels for agricultural parameter optimization, the land parcels having commodity crops in rows with alleyways therebetween; and determine carbon per acre of parcel of at least one land parcel during a first time period without sampling the one land parcel, the determining can include: collecting target agricultural data for at least one other land parcel, the target agricultural data including total carbon and the collecting comprising determining sampling sites and compiling target agricultural data associated with the sampled sites; collecting predictive parcel data associated with the target agricultural data; and processing both the compiled target agricultural data and the predictive parcel data to generate target agricultural data for unsampled parcel portions, the processing can include: selecting a predictive parcel data subset from the predictive parcel data, the selecting comprising identifying impactful predictive parcel data for selection; determining sample sites for the one land parcel and additional sample sites for the other land parcel; associating the predictive parcel data subset with both the sample sites for the one land parcel and the additional sample sites for the other land parcel to form a target agricultural data model; and applying the model to the carbon data associated with the sampled sites to determine the total carbon of the at least one land parcel. 
     Glossary 
       
     
       
         
           
               
               
               
               
             
               
                   
                 TABLE 10 
               
               
                   
                   
               
               
                   
                 Description 
                 Unit 
                 Source 
               
               
                   
                   
               
             
            
               
                   
               
            
           
           
               
               
               
               
            
               
                 depth (cm) 
                 depth where soil sample is 
                 cm 
                 field 
               
               
                   
                 taken from 
               
               
                 fresh weight (g) 
                 fresh weight of soil sample 
                 g 
                 field 
               
               
                 dry weight (g) 
                 dry weight of soil sample 
                 g 
                 lab 
               
               
                 toc % 
                 total organic carbon 
                 % of mass 
                 lab 
               
               
                 bd (g/cm3) 
                 bulk density 
                 g of soil per 
                 lab 
               
               
                   
                   
                 cubic 
               
               
                   
                   
                 cm of soil 
               
               
                 bd_p50_15_30 
                 bulk density 
                 g of soil per 
                 Polaris 
               
               
                   
                   
                 cubic 
               
               
                   
                   
                 cm of soil 
               
               
                 Amount (mg) 
                 amount of soil for elemental 
                 mg 
                 lab 
               
               
                   
                 analysis 
               
               
                 (mg) N 
                 mass of nitrogen 
                 mg 
                 lab 
               
               
                 % N 
                 nitrogen 
                 % of mass 
                 lab 
               
               
                 (mg) C 
                 mass of carbon 
                 mg 
                 lab 
               
               
                 % C 
                 carbon 
                 % of mass 
                 lab 
               
               
                 C:N Ratio 
                 carbon-to-nitrogen ratio 
                 — 
                 lab 
               
               
                   
               
            
           
         
       
     
     
       
         
           
               
               
               
               
               
             
               
                   
                 TABLE 11 
               
               
                   
                   
               
               
                   
                 Description 
                 Unit 
                 Equation 
                 Source 
               
               
                   
                   
               
             
            
               
                   
               
            
           
           
               
               
               
               
               
            
               
                 prcp_mean 
                 mean precipitation 
                 mm 
                   
                 DayMet 
               
               
                 prcp_max 
                 maximum 
                 mm 
                   
                 DayMet 
               
               
                   
                 precipitation 
               
               
                 prcp_sd 
                 standard deviation 
                 mm 
                   
                 DayMet 
               
               
                   
                 pf precipitation 
               
               
                 srad_max 
                 maximum shortwave 
                 W/m2 
                   
                 DayMet 
               
               
                   
                 radiation 
               
               
                 srad_sd 
                 standard deviation 
                 W/m2 
                   
                 DayMet 
               
               
                   
                 shortwave radiation 
               
               
                 tmax_mean 
                 mean maximum 
                 degrees 
                   
                 DayMet 
               
               
                   
                 temperature 
                 C. 
               
               
                 tmax_sd 
                 standard deviation 
                 degrees 
                   
                 DayMet 
               
               
                   
                 of maximum 
                 C. 
               
               
                   
                 temperature 
               
               
                 vp_min 
                 minimum water 
                 Pa 
                   
                 DayMet 
               
               
                   
                 vapor pressure 
               
               
                 vp_mean 
                 mean water vapor 
                 Pa 
                   
                 DayMet 
               
               
                   
                 pressure 
               
               
                 vp_sd 
                 standard deviation 
                 Pa 
                   
                 DayMet 
               
               
                   
                 vapor pressure 
               
               
                 kNDVI_S2_min 
                 minimum kernalized 
                   
                 kNDVI = tanh 
                 Sentinel-2 
               
               
                   
                 Normalized 
                   
                 (NDVI{circumflex over ( )}2) 
               
               
                   
                 Difference 
               
               
                   
                 Vegetation Index 
               
               
                 NDWI_S2_mean 
                 mean Normalized 
                   
                 NDWI = (green − 
                 Sentinel-2 
               
               
                   
                 Difference Water 
                   
                 near infrared)/ 
               
               
                   
                 Index 
                   
                 (green + near 
               
               
                   
                   
                   
                 infrared) 
               
               
                 NIRv_S2_sd 
                 standard deviation 
                   
                   
                 Sentinel-2 
               
               
                   
                 Near Infrared value 
               
               
                 NDVI_S2_min 
                 minimum Normalized 
                   
                 NDVI = (near 
                 Sentinel-2 
               
               
                   
                 Difference 
                   
                 infrared − red)/ 
               
               
                   
                 Vegetation Index 
                   
                 (near infrared + 
               
               
                   
                   
                   
                 red) 
               
               
                   
               
            
           
         
       
     
     
       
         
           
               
               
               
               
             
               
                 TABLE 12 
               
               
                   
               
               
                   
                 Description 
                 Unit 
                 Equation 
               
               
                   
               
             
            
               
                 mse 
                 mean squared error;  the lower the better 
                   
                 
                   
                     
                       
                         
                           1 
                           n 
                         
                         ⁢ 
                         
                           
                             ∑ 
                             
                               i 
                               = 
                               1 
                             
                             n 
                           
                               
                           
                             
                               
                                 w 
                                 i 
                               
                               ( 
                               
                                 
                                   t 
                                   i 
                                 
                                 - 
                                 
                                   r 
                                   i 
                                 
                               
                               ) 
                             
                             2 
                           
                         
                       
                     
                   
                 
               
               
                   
               
               
                 mape 
                 mean absolute percent error;  the lower the better 
                   
                 
                   
                     
                       
                         
                           
                             1 
                             n 
                           
                           ⁢ 
                           
                             
                               ∑ 
                               
                                 i 
                                 = 
                                 1 
                               
                               n 
                             
                                 
                             
                               w 
                               i 
                             
                           
                         
                         | 
                         
                           
                             
                               t 
                               i 
                             
                             - 
                             
                               r 
                               i 
                             
                           
                           
                             t 
                             i 
                           
                         
                         | 
                       
                     
                   
                 
               
               
                   
               
               
                 mae 
                 mean absolute error;  the lower the better 
                   
                 
                   
                     
                       
                         
                           1 
                           n 
                         
                         ⁢ 
                         
                           
                             ∑ 
                             
                               i 
                               = 
                               1 
                             
                             n 
                           
                               
                           
                             
                               w 
                               i 
                             
                             ⁢ 
                             
                               
                                 ❘ 
                                 &#34;\[LeftBracketingBar]&#34; 
                               
                               
                                 
                                   t 
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                                   r 
                                   i 
                                 
                               
                               
                                 ❘ 
                                 &#34;\[RightBracketingBar]&#34; 
                               
                             
                           
                         
                       
                     
                   
                 
               
               
                   
               
               
                 rmse 
                 root-mean-square error;  the lower the better 
                   
                 
                   
                     
                       
                         
                           
                             
                               ∑ 
                                   
                             
                             
                               i 
                               = 
                               1 
                             
                             n 
                           
                           ⁢ 
                           
                             
                               ( 
                               
                                 
                                   t 
                                   i 
                                 
                                 - 
                                 
                                   r 
                                   i 
                                 
                               
                               ) 
                             
                             2 
                           
                         
                         
                           
                             ∑ 
                             
                               i 
                               = 
                               1 
                             
                             n 
                           
                               
                           
                             
                               ( 
                               
                                 
                                   t 
                                   i 
                                 
                                 - 
                                 
                                   t 
                                   - 
                                 
                               
                               ) 
                             
                             2 
                           
                         
                       
                     
                   
                 
               
               
                   
               
               
                 relative 
                 Measures the relative difference  
                 % 
                 (MSE_non- 
               
               
                 distance 
                 in average square errors between  
                   
                 baseline- 
               
               
                 with 
                 baseline and non-baseline models;  
                   
                 MSE_baseline)/ 
               
               
                 featureless 
                 the lower the better 
                   
                 MSE_baseline 
               
               
                 adjusted p- 
                 The distribution of errors of  
                 — 
                   
               
               
                 value of 
                 baseline and non-baseline models  
                   
                   
               
               
                 Dunn’s  
                 were compared with a Kruskal- 
                   
                   
               
               
                 test 
                 Wallis test followed by a post-  
                   
                   
               
               
                   
                 hoc Dunn’s test of which the p- 
                   
                   
               
               
                   
                 value was adjusted for multiple 
                   
                   
               
               
                   
                 comparison through the  
                   
                   
               
               
                   
                 Bonferroni′s correction;  
                   
                   
               
               
                   
                 the lower the better 
               
               
                   
               
            
           
         
       
     
     
       
         
           
               
               
               
             
               
                   
                 TABLE 13 
               
               
                   
                   
               
               
                   
                 Description 
                 Unit 
               
               
                   
                   
               
             
            
               
                   
               
            
           
           
               
               
               
            
               
                 Code 
                 code for area of interest 
                   
               
               
                 observed mean 
                 mean of values from field samples 
                 tons total carbon 
               
               
                   
                   
                 per acre 
               
               
                 observed sd 
                 standard deviation of values from 
                 tons total carbon 
               
               
                   
                 field samples 
                 per acre 
               
               
                 modeled mean 
                 mean of modeled values 
                 tons total carbon 
               
               
                   
                   
                 per acre 
               
               
                 modeled sd 
                 standard deviation of modeled 
                 tons total carbon 
               
               
                   
                 values 
                 per acre 
               
               
                   
               
            
           
         
       
     
     
       
         
           
               
             
               
                 TABLE 14 
               
             
            
               
                   
               
               
                 Candidate Predictor Variables 
               
            
           
           
               
               
            
               
                 column name 
                 description 
               
               
                   
               
               
                 Code 
                 code 
               
               
                 sample_description 
                 sample description 
               
               
                 CI_min 
                 minimum of the Coloration Index 
               
               
                 CI_mean 
                 mean of the Coloration Index 
               
               
                 CI_max 
                 maximum of the Coloration Index 
               
               
                 CI_sd 
                 standard deviation of the 
               
               
                   
                 Coloration Index 
               
               
                 MCARI_min 
                 minimum of the Modified 
               
               
                   
                 Chlorophyll Absorption in 
               
               
                   
                 Reflectance Index 
               
               
                 MCARI_mean 
                 mean of the Modified 
               
               
                   
                 Chlorophyll Absorption in 
               
               
                   
                 Reflectance Index 
               
               
                 MCARI_max 
                 maximum of the Modified 
               
               
                   
                 Chlorophyll Absorption in 
               
               
                   
                 Reflectance Index 
               
               
                 MCARI_sd 
                 standard deviation of the 
               
               
                   
                 Modified Chlorophyll Absorption in 
               
               
                   
                 Reflectance Index 
               
               
                 NDWI_min 
                 minimum of the Normalized 
               
               
                   
                 Difference Water Index 
               
               
                 NDWI_mean 
                 mean of the Normalized 
               
               
                   
                 Difference Water Index 
               
               
                 NDWI_max 
                 maximum of the Normalized 
               
               
                   
                 Difference Water Index 
               
               
                 NDWI_sd 
                 standard deviation of the 
               
               
                   
                 Normalized Difference Water Index 
               
               
                 VARI_min 
                 minimum of the Visible 
               
               
                   
                 Atmospherically Resistant Index 
               
               
                 VARI_mean 
                 mean of the Visible 
               
               
                   
                 Atmospherically Resistant Index 
               
               
                 VARI_max 
                 maximum of the Visible 
               
               
                   
                 Atmospherically Resistant Index 
               
               
                 VARI_sd 
                 standard deviation of the 
               
               
                   
                 Visible Atmospherically Resistant 
               
               
                   
                 Index 
               
               
                 kNDVI_min 
                 minimum of the kernelized 
               
               
                   
                 Normalized Difference Vegetation 
               
               
                   
                 Index 
               
               
                 kNDVI_mean 
                 mean of the kernelized 
               
               
                   
                 Normalized Difference Vegetation 
               
               
                   
                 Index 
               
               
                 kNDVI_max 
                 maximum of the kernelized 
               
               
                   
                 Normalized Difference Vegetation 
               
               
                   
                 Index 
               
               
                 kNDVI_sd 
                 standard deviation of the 
               
               
                   
                 kernelized Normalized Difference 
               
               
                   
                 Vegetation Index 
               
               
                 NDVI_min 
                 minimum of the Normalized 
               
               
                   
                 Difference Vegetation Index 
               
               
                 NDVI_mean 
                 mean of the Normalized 
               
               
                   
                 Difference Vegetation Index 
               
               
                 NDVI_max 
                 maximum of the Normalized 
               
               
                   
                 Difference Vegetation Index 
               
               
                 NDVI_sd 
                 standard deviation of the 
               
               
                   
                 Normalized Difference Vegetation 
               
               
                   
                 Index 
               
               
                 SAVI_min 
                 minimum of the soil Adjusted 
               
               
                   
                 Vegetation Index 
               
               
                 SAVI_mean 
                 mean of the soil Adjusted 
               
               
                   
                 Vegetation Index 
               
               
                 SAVI_max 
                 maximum of the soil Adjusted 
               
               
                   
                 Vegetation Index 
               
               
                 SAVI_sd 
                 standard deviation of the soil 
               
               
                   
                 Adjusted Vegetation Index 
               
               
                 GNDVI_min 
                 minimum of the Green 
               
               
                   
                 Normalized Difference Vegetation 
               
               
                   
                 Index 
               
               
                 GNDVI_mean 
                 mean of the Green 
               
               
                   
                 Normalized Difference Vegetation 
               
               
                   
                 Index 
               
               
                 GNDVI_max 
                 maximum of the Green 
               
               
                   
                 Normalized Difference Vegetation 
               
               
                   
                 Index 
               
               
                 GNDVI_sd 
                 standard deviation of the 
               
               
                   
                 Green Normalized Difference 
               
               
                   
                 Vegetation Index 
               
               
                 ENDVI_min 
                 minimum of the Enhanced 
               
               
                   
                 Normalized Difference Vegetation 
               
               
                   
                 Index 
               
               
                 ENDVI_mean 
                 mean of the Enhanced 
               
               
                   
                 Normalized Difference Vegetation 
               
               
                   
                 Index 
               
               
                 ENDVI_max 
                 maximum of the Enhanced 
               
               
                   
                 Normalized Difference Vegetation 
               
               
                   
                 Index 
               
               
                 ENDVI_sd 
                 standard deviation of the 
               
               
                   
                 Enhanced Normalized Difference 
               
               
                   
                 Vegetation Index 
               
               
                 LCI_min 
                 minimum of the Leaf 
               
               
                   
                 Chlorophyl Index 
               
               
                 LCI_mean 
                 mean of the Leaf 
               
               
                   
                 Chlorophyl Index 
               
               
                 LCI_max 
                 maximum of the Leaf 
               
               
                   
                 Chlorophyl Index 
               
               
                 LCI_sd 
                 standard deviation of the Leaf 
               
               
                   
                 Chlorophyl Index 
               
               
                 EVI_min 
                 minimum of the Enhanced 
               
               
                   
                 Vegetation Index 
               
               
                 EVI_mean 
                 mean of the Enhanced 
               
               
                   
                 Vegetation Index 
               
               
                 EVI_max 
                 maximum of the Enhanced 
               
               
                   
                 Vegetation Index 
               
               
                 EVI_sd 
                 standard deviation of the 
               
               
                   
                 Enhanced Vegetation Index 
               
               
                 NIRv_min 
                 minimum of the Near Infrared 
               
               
                   
                 value 
               
               
                 NIRv_mean 
                 mean of the Near Infrared 
               
               
                   
                 value 
               
               
                 NIRv_max 
                 maximum of the Near Infrared 
               
               
                   
                 value 
               
               
                 NIRv_sd 
                 standard deviation of the Near 
               
               
                   
                 Infrared value 
               
               
                 GLI_min 
                 minimum of the Green Leaf Index 
               
               
                 GLI_mean 
                 mean of the Green Leaf Index 
               
               
                 GLI_max 
                 maximum of the Green Leaf Index 
               
               
                 GLI_sd 
                 standard deviation of the 
               
               
                   
                 Green Leaf Index 
               
               
                 CVI_min 
                 minimum of the Chlorophyll 
               
               
                   
                 vegetation index 
               
               
                 CVI_mean 
                 mean of the Chlorophyll 
               
               
                   
                 vegetation index 
               
               
                 CVI_max 
                 maximum of the Chlorophyll 
               
               
                   
                 vegetation index 
               
               
                 CVI_sd 
                 standard deviation of the 
               
               
                   
                 Chlorophyll vegetation index 
               
               
                 CI_Rededge_min 
                 minimum of the Coloration 
               
               
                   
                 Index_Rededge 
               
               
                 CI_Rededge_mean 
                 mean of the Coloration 
               
               
                   
                 Index_Rededge 
               
               
                 CI_Rededge_max 
                 maximum of the Coloration 
               
               
                   
                 Index_Rededge 
               
               
                 CI_Rededge_sd 
                 standard deviation of the 
               
               
                   
                 Coloration Index_Rededge 
               
               
                 NDRE_min 
                 minimum of the Normalized 
               
               
                   
                 Difference RedEdge 
               
               
                 NDRE_mean 
                 mean of the Normalized 
               
               
                   
                 Difference RedEdge 
               
               
                 NDRE_max 
                 maximum of the Normalized 
               
               
                   
                 Difference RedEdge 
               
               
                 NDRE_sd 
                 standard deviation of the 
               
               
                   
                 Normalized Difference RedEdge 
               
               
                 System 
                 system type 
               
               
                 Crop 
                 crop type 
               
               
                 Age 
                 years since initial planting 
               
               
                 prcp_mean 
                 mean of the precipitation 
               
               
                 prcp_max 
                 maximum of the precipitation 
               
               
                 prcp_sd 
                 standard deviation of the 
               
               
                   
                 precipitation 
               
               
                 srad_min 
                 minimum of the shortwave 
               
               
                   
                 radiation 
               
               
                 srad_mean 
                 mean of the shortwave 
               
               
                   
                 radiation 
               
               
                 srad_max 
                 maximum of the shortwave 
               
               
                   
                 radiation 
               
               
                 srad_sd 
                 standard deviation of the 
               
               
                   
                 shortwave radiation 
               
               
                 tmax_min 
                 minimum of the maximum of 
               
               
                   
                 the temperature 
               
               
                 tmax_mean 
                 mean of the maximum of 
               
               
                   
                 the temperature 
               
               
                 tmax_max 
                 maximum of the maximum of 
               
               
                   
                 the temperature 
               
               
                 tmax_sd 
                 standard deviation of the 
               
               
                   
                 maximum of the temperature 
               
               
                 tmin_min 
                 minimum of the minimum of 
               
               
                   
                 the temperature 
               
               
                 tmin_mean 
                 mean of the minimum of 
               
               
                   
                 the temperature 
               
               
                 tmin_max 
                 maximum of the minimum of 
               
               
                   
                 the temperature 
               
               
                 tmin_sd 
                 standard deviation of the 
               
               
                   
                 minimum of the temperature 
               
               
                 vp_min 
                 minimum of the vapor pressure 
               
               
                 vp_mean 
                 mean of the vapor pressure 
               
               
                 vp_max 
                 maximum of the vapor pressure 
               
               
                 vp_sd 
                 standard deviation of the 
               
               
                   
                 vapor pressure 
               
               
                 sunlight_hr_mean 
                 mean of the hours of sunlight 
               
               
                 sunlight_hr_sum 
                 sum hours of sunlight 
               
               
                 SCI_S2_min 
                 minimum of the SCI from 
               
               
                   
                 Sentinel-2 
               
               
                 SCI_S2_mean 
                 mean of the SCI from 
               
               
                   
                 Sentinel-2 
               
               
                 SCI_S2_max 
                 maximum of the SCI from 
               
               
                   
                 Sentinel-2 
               
               
                 SCI_S2_sd 
                 standard deviation of the SCI 
               
               
                   
                 from Sentinel-2 
               
               
                 CI_S2_min 
                 minimum of the Coloration 
               
               
                   
                 Index from Sentinel-2 
               
               
                 CI_S2_mean 
                 mean of the Coloration 
               
               
                   
                 Index from Sentinel-2 
               
               
                 CI_S2_max 
                 maximum of the Coloration 
               
               
                   
                 Index from Sentinel-2 
               
               
                 CI_S2_sd 
                 standard deviation of the 
               
               
                   
                 Coloration Index from Sentinel-2 
               
               
                 NDWI_S2_min 
                 minimum of the Normalized 
               
               
                   
                 Difference Water Index from 
               
               
                   
                 Sentinel-2 
               
               
                 NDWI_S2_mean 
                 mean of the Normalized 
               
               
                   
                 Difference Water Index from 
               
               
                   
                 Sentinel-2 
               
               
                 NDWI_S2_max 
                 maximum of the Normalized 
               
               
                   
                 Difference Water Index from 
               
               
                   
                 Sentinel-2 
               
               
                 NDWI_S2_sd 
                 standard deviation of the 
               
               
                   
                 Normalized Difference Water Index 
               
               
                   
                 from Sentinel-2 
               
               
                 VARI_S2_min 
                 minimum of the Visible 
               
               
                   
                 Atmospherically Resistant Index 
               
               
                   
                 from Sentinel-2 
               
               
                 VARI_S2_mean 
                 mean of the Visible 
               
               
                   
                 Atmospherically Resistant Index 
               
               
                   
                 from Sentinel-2 
               
               
                 VARI_S2_max 
                 maximum of the Visible 
               
               
                   
                 Atmospherically Resistant Index 
               
               
                   
                 from Sentinel-2 
               
               
                 VARI_S2_sd 
                 standard deviation of the 
               
               
                   
                 Visible Atmospherically Resistant 
               
               
                   
                 Index from Sentinel-2 
               
               
                 kNDVI_S2_min 
                 minimum of the kernelized 
               
               
                   
                 Normalized Difference Vegetation 
               
               
                   
                 Index from Sentinel-2 
               
               
                 kNDVI_S2_mean 
                 mean of the kernelized 
               
               
                   
                 Normalized Difference Vegetation 
               
               
                   
                 Index from Sentinel-2 
               
               
                 kNDVI_S2_max 
                 maximum of the kernelized 
               
               
                   
                 Normalized Difference Vegetation 
               
               
                   
                 Index from Sentinel-2 
               
               
                 kNDVI_S2_sd 
                 standard deviation of the 
               
               
                   
                 kernelized Normalized Difference 
               
               
                   
                 Vegetation Index from Sentinel-2 
               
               
                 SAVI_S2_min 
                 minimum of the soil Adjusted 
               
               
                   
                 Vegetation Index from Sentinel-2 
               
               
                 SAVI_S2_mean 
                 mean of the soil Adjusted 
               
               
                   
                 Vegetation Index from Sentinel-2 
               
               
                 SAVI_S2_max 
                 maximum of the soil Adjusted 
               
               
                   
                 Vegetation Index from Sentinel-2 
               
               
                 SAVI_S2_sd 
                 standard deviation of the soil 
               
               
                   
                 Adjusted Vegetation Index from 
               
               
                   
                 Sentinel-2 
               
               
                 ENDVI_S2_min 
                 minimum of the Enhanced 
               
               
                   
                 Normalized Difference Vegetation 
               
               
                   
                 Index from Sentinel-2 
               
               
                 ENDVI_S2_mean 
                 mean of the Enhanced 
               
               
                   
                 Normalized Difference Vegetation 
               
               
                   
                 Index from Sentinel-2 
               
               
                 ENDVI_S2_max 
                 maximum of the Enhanced 
               
               
                   
                 Normalized Difference Vegetation 
               
               
                   
                 Index from Sentinel-2 
               
               
                 ENDVI_S2_sd 
                 standard deviation of the 
               
               
                   
                 Enhanced Normalized Difference 
               
               
                   
                 Vegetation Index from Sentinel-2 
               
               
                 LCI_S2_B5_min 
                 minimum of the Leaf 
               
               
                   
                 Chlorophyl Index from Sentinel-2 
               
               
                   
                 (using band 5) 
               
               
                 LCI_S2_B5_mean 
                 mean of the Leaf 
               
               
                   
                 Chlorophyl Index from Sentinel-2 
               
               
                   
                 (using band 5) 
               
               
                 LCI_S2_B5_max 
                 maximum of the Leaf 
               
               
                   
                 Chlorophyl Index from Sentinel-2 
               
               
                   
                 (using band 5) 
               
               
                 LCI_S2_B5_sd 
                 standard deviation of the Leaf 
               
               
                   
                 Chlorophyl Index from Sentinel-2 
               
               
                   
                 (using band 5) 
               
               
                 LCI_S2_B6_min 
                 minimum of the Leaf 
               
               
                   
                 Chlorophyl Index from Sentinel-2 
               
               
                   
                 (using band 6) 
               
               
                 LCI_S2_B6_mean 
                 mean of the Leaf 
               
               
                   
                 Chlorophyl Index from Sentinel-2 
               
               
                   
                 (using band 6) 
               
               
                 LCI_S2_B6_max 
                 maximum of the Leaf 
               
               
                   
                 Chlorophyl Index from Sentinel-2 
               
               
                   
                 (using band 6) 
               
               
                 LCI_S2_B6_sd 
                 standard deviation of the Leaf 
               
               
                   
                 Chlorophyl Index from Sentinel-2 
               
               
                   
                 (using band 6) 
               
               
                 LCI_S2_B7_min 
                 minimum of the Leaf 
               
               
                   
                 Chlorophyl Index from Sentinel-2 
               
               
                   
                 (using band 7) 
               
               
                 LCI_S2_B7_mean 
                 mean of the Leaf 
               
               
                   
                 Chlorophyl Index from Sentinel-2 
               
               
                   
                 (using band 7) 
               
               
                 LCI_S2_B7_max 
                 maximum of the Leaf 
               
               
                   
                 Chlorophyl Index from Sentinel-2 
               
               
                   
                 (using band 7) 
               
               
                 LCI_S2_B7_sd 
                 standard deviation of the Leaf 
               
               
                   
                 Chlorophyl Index from Sentinel-2 
               
               
                   
                 (using band 7) 
               
               
                 NIRv_S2_min 
                 minimum of the Near Infrared 
               
               
                   
                 value from Sentinel-2 
               
               
                 NIRv_S2_mean 
                 mean of the Near Infrared 
               
               
                   
                 value from Sentinel-2 
               
               
                 NIRv_S2_max 
                 maximum of the Near Infrared 
               
               
                   
                 value from Sentinel-2 
               
               
                 NIRv_S2_sd 
                 standard deviation of the Near 
               
               
                   
                 Infrared value from Sentinel-2 
               
               
                 GLI_S2_min 
                 minimum of the Green Leaf 
               
               
                   
                 Index from Sentinel-2 
               
               
                 GLI_S2_mean 
                 mean of the Green Leaf 
               
               
                   
                 Index from Sentinel-2 
               
               
                 GLI_S2_max 
                 maximum of the Green Leaf 
               
               
                   
                 Index from Sentinel-2 
               
               
                 GLI_S2_sd 
                 standard deviation of the 
               
               
                   
                 Green Leaf Index from Sentinel-2 
               
               
                 CVI_S2_min 
                 minimum of the Chlorophyll 
               
               
                   
                 vegetation index from Sentinel-2 
               
               
                 CVI_S2_mean 
                 mean of the Chlorophyll 
               
               
                   
                 vegetation index from Sentinel-2 
               
               
                 CVI_S2_max 
                 maximum of the Chlorophyll 
               
               
                   
                 vegetation index from Sentinel-2 
               
               
                 CVI_S2_sd 
                 standard deviation of the 
               
               
                   
                 Chlorophyll vegetation index from 
               
               
                   
                 Sentinel-2 
               
               
                 CI_Rededge_S2_B5_min 
                 minimum of the Coloration 
               
               
                   
                 Index_Rededge from Sentinel-2 
               
               
                   
                 (using band 5) 
               
               
                 CI_Rededge_S2_B5_mean 
                 mean of the Coloration 
               
               
                   
                 Index_Rededge from Sentinel-2 
               
               
                   
                 (using band 5) 
               
               
                 CI_Rededge_S2_B5_max 
                 maximum of the Coloration 
               
               
                   
                 Index_Rededge from Sentinel-2 
               
               
                   
                 (using band 5) 
               
               
                 CI_Rededge_S2_B5_sd 
                 standard deviation of the 
               
               
                   
                 Coloration Index_Rededge from 
               
               
                   
                 Sentinel-2 (using band 5) 
               
               
                 CI_Rededge_S2_B6_min 
                 minimum of the Coloration 
               
               
                   
                 Index_Rededge from Sentinel-2 
               
               
                   
                 (using band 6) 
               
               
                 CI_Rededge_S2_B6_mean 
                 mean of the Coloration 
               
               
                   
                 Index_Rededge from Sentinel-2 
               
               
                   
                 (using band 6) 
               
               
                 CI_Rededge_S2_B6_max 
                 maximum of the Coloration 
               
               
                   
                 Index_Rededge from Sentinel-2 
               
               
                   
                 (using band 6) 
               
               
                 CI_Rededge_S2_B6_sd 
                 standard deviation of the 
               
               
                   
                 Coloration Index_Rededge from 
               
               
                   
                 Sentinel-2 (using band 6) 
               
               
                 CI_Rededge_S2_B7_min 
                 minimum of the Coloration 
               
               
                   
                 Index_Rededge from Sentinel-2 
               
               
                   
                 (using band 7) 
               
               
                 CI_Rededge_S2_B7_mean 
                 mean of the Coloration 
               
               
                   
                 Index_Rededge from Sentinel-2 
               
               
                   
                 (using band 7) 
               
               
                 CI_Rededge_S2_B7_max 
                 maximum of the Coloration 
               
               
                   
                 Index_Rededge from Sentinel-2 
               
               
                   
                 (using band 7) 
               
               
                 CI_Rededge_S2_B7_sd 
                 standard deviation of the 
               
               
                   
                 Coloration Index_Rededge from 
               
               
                   
                 Sentinel-2 (using band 7) 
               
               
                 NDRE_S2_B5_min 
                 minimum of the Normalized 
               
               
                   
                 Difference RedEdge from Sentinel-2 
               
               
                   
                 (using band 5) 
               
               
                 NDRE_S2_B5_mean 
                 mean of the Normalized 
               
               
                   
                 Difference RedEdge from Sentinel-2 
               
               
                   
                 (using band 5) 
               
               
                 NDRE_S2_B5_max 
                 maximum of the Normalized 
               
               
                   
                 Difference RedEdge from Sentinel-2 
               
               
                   
                 (using band 5) 
               
               
                 NDRE_S2_B5_sd 
                 standard deviation of the 
               
               
                   
                 Normalized Difference RedEdge 
               
               
                   
                 from Sentinel-2 (using band 5) 
               
               
                 NDRE_S2_B6_min 
                 minimum of the Normalized 
               
               
                   
                 Difference RedEdge from Sentinel-2 
               
               
                   
                 (using band 6) 
               
               
                 NDRE_S2_B6_mean 
                 mean of the Normalized 
               
               
                   
                 Difference RedEdge from Sentinel-2 
               
               
                   
                 (using band 6) 
               
               
                 NDRE_S2_B6_max 
                 maximum of the Normalized 
               
               
                   
                 Difference RedEdge from Sentinel-2 
               
               
                   
                 (using band 6) 
               
               
                 NDRE_S2_B6_sd 
                 standard deviation of the 
               
               
                   
                 Normalized Difference RedEdge 
               
               
                   
                 from Sentinel-2 (using band 6) 
               
               
                 NDRE_S2_B7_min 
                 minimum of the Normalized 
               
               
                   
                 Difference RedEdge from Sentinel-2 
               
               
                   
                 (using band 7) 
               
               
                 NDRE_S2_B7_mean 
                 mean of the Normalized 
               
               
                   
                 Difference RedEdge from Sentinel-2 
               
               
                   
                 (using band 7) 
               
               
                 NDRE_S2_B7_max 
                 maximum of the Normalized 
               
               
                   
                 Difference RedEdge from Sentinel-2 
               
               
                   
                 (using band 7) 
               
               
                 NDRE_S2_B7_sd 
                 standard deviation of the 
               
               
                   
                 Normalized Difference RedEdge 
               
               
                   
                 from Sentinel-2 (using band 7) 
               
               
                 Three_BSI_Tian_S2_min 
                 minimum of the Three-using 
               
               
                   
                 Band Spectral Index from Sentinel-2 
               
               
                 Three_BSI_Tian_S2_mean 
                 mean of the Three-using 
               
               
                   
                 Band Spectral Index from Sentinel-2 
               
               
                 Three_BSI_Tian_S2_max 
                 maximum of the Three-using 
               
               
                   
                 Band Spectral Index from Sentinel-2 
               
               
                 Three_BSI_Tian_S2_sd 
                 standard deviation of the 
               
               
                   
                 Three-using Band Spectral Index 
               
               
                   
                 from Sentinel-2 
               
               
                 mND_Verrelst_S2_max 
                 maximum of the modified 
               
               
                   
                 Normalized Difference from 
               
               
                   
                 Sentinel-2 
               
               
                 MCARI_S2_min 
                 minimum of the Modified 
               
               
                   
                 Chlorophyll Absorption in 
               
               
                   
                 Reflectance Index from Sentinel-2 
               
               
                 MCARI_S2_mean 
                 mean of the Modified 
               
               
                   
                 Chlorophyll Absorption in 
               
               
                   
                 Reflectance Index from Sentinel-2 
               
               
                 MCARI_S2_max 
                 maximum of the Modified 
               
               
                   
                 Chlorophyll Absorption in 
               
               
                   
                 Reflectance Index from Sentinel-2 
               
               
                 MCARI_S2_sd 
                 standard deviation of the 
               
               
                   
                 Modified Chlorophyll Absorption in 
               
               
                   
                 Reflectance Index from Sentinel-2 
               
               
                 IRECI_S2_min 
                 minimum of the Inverted Red- 
               
               
                   
                 Edge Chlorophyll Index from 
               
               
                   
                 Sentinel-2 
               
               
                 IRECI_S2_mean 
                 mean of the Inverted Red- 
               
               
                   
                 Edge Chlorophyll Index from 
               
               
                   
                 Sentinel-2 
               
               
                 IRECI_S2_max 
                 maximum of the Inverted Red- 
               
               
                   
                 Edge Chlorophyll Index from 
               
               
                   
                 Sentinel-2 
               
               
                 IRECI_S2_sd 
                 standard deviation of the 
               
               
                   
                 Inverted Red-Edge Chlorophyll 
               
               
                   
                 Index from Sentinel-2 
               
               
                 NDMI_S2_min 
                 minimum of the Normalized 
               
               
                   
                 Difference Moisture Index from 
               
               
                   
                 Sentinel-2 
               
               
                 NDMI_S2_mean 
                 mean of the Normalized 
               
               
                   
                 Difference Moisture Index from 
               
               
                   
                 Sentinel-2 
               
               
                 NDMI_S2_max 
                 maximum of the Normalized 
               
               
                   
                 Difference Moisture Index from 
               
               
                   
                 Sentinel-2 
               
               
                 NDMI_S2_sd 
                 standard deviation of the 
               
               
                   
                 Normalized Difference Moisture 
               
               
                   
                 Index from Sentinel-2 
               
               
                 S2REP_min 
                 minimum of the Sentinel-2 
               
               
                   
                 Red-Edge Position 
               
               
                 S2REP_mean 
                 mean of the Sentinel-2 
               
               
                   
                 Red-Edge Position 
               
               
                 S2REP_max 
                 maximum of the Sentinel-2 
               
               
                   
                 Red-Edge Position 
               
               
                 S2REP_sd 
                 standard deviation of the 
               
               
                   
                 Sentinel-2 Red-Edge Position 
               
               
                 SR_S2_min 
                 minimum of the Simple Ratio 
               
               
                   
                 from Sentinel-2 
               
               
                 SR_S2_mean 
                 mean of the Simple Ratio 
               
               
                   
                 from Sentinel-2 
               
               
                 SR_S2_max 
                 maximum of the Simple Ratio 
               
               
                   
                 from Sentinel-2 
               
               
                 SR_S2_sd 
                 standard deviation of the 
               
               
                   
                 Simple Ratio from Sentinel-2 
               
               
                 GNDVI_S2_min 
                 minimum of the Green 
               
               
                   
                 Normalized Difference Vegetation 
               
               
                   
                 Index from Sentinel-2 
               
               
                 GNDVI_S2_mean 
                 mean of the Green 
               
               
                   
                 Normalized Difference Vegetation 
               
               
                   
                 Index from Sentinel-2 
               
               
                 GNDVI_S2_max 
                 maximum of the Green 
               
               
                   
                 Normalized Difference Vegetation 
               
               
                   
                 Index from Sentinel-2 
               
               
                 GNDVI_S2_sd 
                 standard deviation of the 
               
               
                   
                 Green Normalized Difference 
               
               
                   
                 Vegetation Index from Sentinel-2 
               
               
                 NDVI_S2_min 
                 minimum of the Normalized 
               
               
                   
                 Difference Vegetation Index from 
               
               
                   
                 Sentinel-2 
               
               
                 NDVI_S2_mean 
                 mean of the Normalized 
               
               
                   
                 Difference Vegetation Index from 
               
               
                   
                 Sentinel-2 
               
               
                 NDVI_S2_max 
                 maximum of the Normalized 
               
               
                   
                 Difference Vegetation Index from 
               
               
                   
                 Sentinel-2 
               
               
                 NDVI_S2_sd 
                 standard deviation of the 
               
               
                   
                 Normalized Difference Vegetation 
               
               
                   
                 Index from Sentinel-2 
               
               
                 MSI_S2_min 
                 minimum of the Moisture 
               
               
                   
                 Stress Index from Sentinel-2 
               
               
                 MSI_S2_mean 
                 mean of the Moisture 
               
               
                   
                 Stress Index from Sentinel-2 
               
               
                 MSI_S2_max 
                 maximum of the Moisture 
               
               
                   
                 Stress Index from Sentinel-2 
               
               
                 MSI_S2_sd 
                 standard deviation of the 
               
               
                   
                 Moisture Stress Index from Sentinel-2 
               
               
                 EVI_S2_min 
                 minimum of the Enhanced 
               
               
                   
                 Vegetation Index from Sentinel-2 
               
               
                 EVI_S2_mean 
                 mean of the Enhanced 
               
               
                   
                 Vegetation Index from Sentinel-2 
               
               
                 EVI_S2_max 
                 maximum of the Enhanced 
               
               
                   
                 Vegetation Index from Sentinel-2 
               
               
                 EVI_S2_sd 
                 standard deviation of the 
               
               
                   
                 Enhanced Vegetation Index from 
               
               
                   
                 Sentinel-2 
               
               
                 Taxorder 
                 taxonomic order 
               
               
                 taxsuborder 
                 taxonomic suborder 
               
               
                 Taxgrtgroup 
                 taxonomic group 
               
               
                 Taxsubgrp 
                 taxonomic subgroup 
               
               
                 Taxpartsize 
                 taxonomic particle size 
               
               
                 ksat_r 
                 saturated hydraulic conductivity 
               
               
                 awc_r 
                 available water capacity 
               
               
                 wthirdbar_r 
                 volumetric content of soil 
               
               
                   
                 water retained at a tension of ⅓ 
               
               
                   
                 bar 
               
               
                 wfifteenbar_r 
                 volumetric content of soil 
               
               
                   
                 water retained at a tension of 15 
               
               
                   
                 bars 
               
               
                 kwfact 
                 erodibility factor which 
               
               
                   
                 quantifies the susceptibility of soil 
               
               
                   
                 particles to detachment and 
               
               
                   
                 movement by water 
               
               
                 Kffact 
                 erodibility factor which 
               
               
                   
                 quantifies the susceptibility of soil 
               
               
                   
                 particles to detachment by water 
               
               
                 claytotal_r 
                 proportion of clay particles 
               
               
                   
                 (&lt;0.002 mm) in the fine earth 
               
               
                   
                 fraction 
               
               
                 Musym 
                 map unit symbol 
               
               
                 ph_mean_0_5 
                 mean of the soil pH in H20 
               
               
                   
                 between 0 and 5 cm 
               
               
                 clay_mean_0_5 
                 mean of the proportion of clay 
               
               
                   
                 particles (&lt;0.002 mm) in the fine 
               
               
                   
                 earth fraction between 0 and 5 cm 
               
               
                 sand_mean_0_5 
                 mean of the proportion of sand 
               
               
                   
                 particles (&gt;0.05 mm) in the fine 
               
               
                   
                 earth fraction between 0 and 5 cm 
               
               
                 silt_mean_0_5 
                 mean of the proportion of silt 
               
               
                   
                 particles (≥0.002 mm and ≤0.05 
               
               
                   
                 mm) in the fine earth fraction 
               
               
                   
                 between 0 and 5 cm 
               
               
                 hb_mean_0_5 
                 mean of the bubbling pressure 
               
               
                   
                 (Brooks-Corey) between 0 and 5 cm 
               
               
                 n_mean_0_5 
                 mean of the measure of the 
               
               
                   
                 pore size distribution (Van 
               
               
                   
                 Genuchten) between 0 and 5 cm 
               
               
                 alpha_mean_0_5 
                 mean of the scale parameter 
               
               
                   
                 inversely proportional to mean of the 
               
               
                   
                 pore diameter (Van Genuchten) 
               
               
                   
                 between 0 and 5 cm 
               
               
                 ksat_mean_0_5 
                 mean of the saturated 
               
               
                   
                 hydraulic conductivity between 0 
               
               
                   
                 and 5 cm 
               
               
                 theta_r_mean_0_5 
                 mean of the residual soil 
               
               
                   
                 water content between 0 and 5 cm 
               
               
                 theta_s_mean_0_5 
                 mean of the saturated soil 
               
               
                   
                 water content between 0 and 5 cm 
               
               
                 ph_mean_5_15 
                 mean of the soil pH in H20 
               
               
                   
                 between 5 and 15 cm 
               
               
                 clay_mean_5_15 
                 mean of the proportion of clay 
               
               
                   
                 particles (&lt;0.002 mm) in the fine 
               
               
                   
                 earth fraction between 5 and 15 cm 
               
               
                 sand_mean_5_15 
                 mean of the proportion of sand 
               
               
                   
                 particles (&gt;0.05 mm) in the fine 
               
               
                   
                 earth fraction between 5 and 15 cm 
               
               
                 silt_mean_5_15 
                 mean of the proportion of silt 
               
               
                   
                 particles (≥0.002 mm and ≤0.05 
               
               
                   
                 mm) in the fine earth fraction 
               
               
                   
                 between 5 and 15 cm 
               
               
                 hb_mean_5_15 
                 mean of the bubbling pressure 
               
               
                   
                 (Brooks-Corey) between 5 and 15 cm 
               
               
                 n_mean_5_15 
                 mean of the measure of the 
               
               
                   
                 pore size distribution (Van 
               
               
                   
                 Genuchten) between 5 and 15 cm 
               
               
                 alpha_mean_5_15 
                 mean of the scale parameter 
               
               
                   
                 inversely proportional to mean of the 
               
               
                   
                 pore diameter (Van Genuchten) 
               
               
                   
                 between 5 and 15 cm 
               
               
                 ksat_mean_5_15 
                 mean of the saturated 
               
               
                   
                 hydraulic conductivity between 5 
               
               
                   
                 and 15 cm 
               
               
                 theta_r_mean_5_15 
                 mean of the residual soil 
               
               
                   
                 water content between 5 and 15 cm 
               
               
                 theta_s_mean_5_15 
                 mean of the saturated soil 
               
               
                   
                 water content between 5 and 15 cm 
               
               
                 ph_mean_15_30 
                 mean of the soil pH in H20 
               
               
                   
                 between 15 and 30 cm 
               
               
                 clay_mean_15_30 
                 mean of the proportion of clay 
               
               
                   
                 particles (&lt;0.002 mm) in the fine 
               
               
                   
                 earth fraction between 15 and 30 cm 
               
               
                 sand_mean_15_30 
                 mean of the proportion of sand 
               
               
                   
                 particles (&gt;0.05 mm) in the fine 
               
               
                   
                 earth fraction between 15 and 30 cm 
               
               
                 silt_mean_15_30 
                 mean of the proportion of silt 
               
               
                   
                 particles (≥0.002 mm and ≤0.05 
               
               
                   
                 mm) in the fine earth fraction 
               
               
                   
                 between 15 and 30 cm 
               
               
                 hb_mean_15_30 
                 mean of the bubbling pressure 
               
               
                   
                 (Brooks-Corey) between 15 and 30 cm 
               
               
                 n_mean_15_30 
                 mean of the measure of the 
               
               
                   
                 pore size distribution (Van 
               
               
                   
                 Genuchten) between 15 and 30 cm 
               
               
                 alpha_mean_15_30 
                 mean of the scale parameter 
               
               
                   
                 inversely proportional to mean of the 
               
               
                   
                 pore diameter (Van Genuchten) 
               
               
                   
                 between 15 and 30 cm 
               
               
                 ksat_mean_15_30 
                 mean of the saturated 
               
               
                   
                 hydraulic conductivity between 15 
               
               
                   
                 and 30 cm 
               
               
                 theta_r_mean_15_30 
                 mean of the residual soil 
               
               
                   
                 water content between 15 and 30 cm 
               
               
                 theta_s_mean_15_30 
                 mean of the saturated soil 
               
               
                   
                 water content between 15 and 30 cm 
               
               
                 ph_mode_0_5 
                 mode of the soil pH in H20 
               
               
                   
                 between 0 and 5 cm 
               
               
                 clay_mode_0_5 
                 mode of the proportion of clay 
               
               
                   
                 particles (&lt;0.002 mm) in the fine 
               
               
                   
                 earth fraction between 0 and 5 cm 
               
               
                 sand_mode_0_5 
                 mode of the proportion of sand 
               
               
                   
                 particles (&gt;0.05 mm) in the fine 
               
               
                   
                 earth fraction between 0 and 5 cm 
               
               
                 silt_mode_0_5 
                 mode of the proportion of silt 
               
               
                   
                 particles (≥0.002 mm and ≤0.05 
               
               
                   
                 mm) in the fine earth fraction 
               
               
                   
                 between 0 and 5 cm 
               
               
                 hb_mode_0_5 
                 mode of the bubbling pressure 
               
               
                   
                 (Brooks-Corey) between 0 and 5 cm 
               
               
                 n_mode_0_5 
                 mode of the measure of the 
               
               
                   
                 pore size distribution (Van 
               
               
                   
                 Genuchten) between 0 and 5 cm 
               
               
                 alpha_mode_0_5 
                 mode of the scale parameter 
               
               
                   
                 inversely proportional to mean of the 
               
               
                   
                 pore diameter (Van Genuchten) 
               
               
                   
                 between 0 and 5 cm 
               
               
                 ksat_mode_0_5 
                 mode of the saturated 
               
               
                   
                 hydraulic conductivity between 0 
               
               
                   
                 and 5 cm 
               
               
                 theta_r_mode_0_5 
                 mode of the residual soil 
               
               
                   
                 water content between 0 and 5 cm 
               
               
                 theta_s_mode_0_5 
                 mode of the saturated soil 
               
               
                   
                 water content between 0 and 5 cm 
               
               
                 ph_mode_5_15 
                 mode of the soil pH in H20 
               
               
                   
                 between 5 and 15 cm 
               
               
                 clay_mode_5_15 
                 mode of the proportion of clay 
               
               
                   
                 particles (&lt;0.002 mm) in the fine 
               
               
                   
                 earth fraction between 5 and 15 cm 
               
               
                 sand_mode_5_15 
                 mode of the proportion of sand 
               
               
                   
                 particles (&gt;0.05 mm) in the fine 
               
               
                   
                 earth fraction between 5 and 15 cm 
               
               
                 silt_mode_5_15 
                 mode of the proportion of silt 
               
               
                   
                 particles (≥0.002 mm and ≤0.05 
               
               
                   
                 mm) in the fine earth fraction 
               
               
                   
                 between 5 and 15 cm 
               
               
                 hb_mode_5_15 
                 mode of the bubbling pressure 
               
               
                   
                 (Brooks-Corey) between 5 and 15 cm 
               
               
                 n_mode_5_15 
                 mode of the measure of the 
               
               
                   
                 pore size distribution (Van 
               
               
                   
                 Genuchten) between 5 and 15 cm 
               
               
                 alpha_mode_5_15 
                 mode of the scale parameter 
               
               
                   
                 inversely proportional to mean of the 
               
               
                   
                 pore diameter (Van Genuchten) 
               
               
                   
                 between 5 and 15 cm 
               
               
                 ksat_mode_5_15 
                 mode of the saturated 
               
               
                   
                 hydraulic conductivity between 5 
               
               
                   
                 and 15 cm 
               
               
                 theta_r_mode_5_15 
                 mode of the residual soil 
               
               
                   
                 water content between 5 and 15 cm 
               
               
                 theta_s_mode_5_15 
                 mode of the saturated soil 
               
               
                   
                 water content between 5 and 15 cm 
               
               
                 ph_mode_15_30 
                 mode of the soil pH in H20 
               
               
                   
                 between 15 and 30 cm 
               
               
                 clay_mode_15_30 
                 mode of the proportion of clay 
               
               
                   
                 particles (&lt;0.002 mm) in the fine 
               
               
                   
                 earth fraction between 15 and 30 cm 
               
               
                 sand_mode_15_30 
                 mode of the proportion of sand 
               
               
                   
                 particles (&gt;0.05 mm) in the fine 
               
               
                   
                 earth fraction between 15 and 30 cm 
               
               
                 silt_mode_15_30 
                 mode of the proportion of silt 
               
               
                   
                 particles (≥0.002 mm and ≤0.05 
               
               
                   
                 mm) in the fine earth fraction 
               
               
                   
                 between 15 and 30 cm 
               
               
                 hb_mode_15_30 
                 mode of the bubbling pressure 
               
               
                   
                 (Brooks-Corey) between 15 and 30 cm 
               
               
                 n_mode_15_30 
                 mode of the measure of the 
               
               
                   
                 pore size distribution (Van 
               
               
                   
                 Genuchten) between 15 and 30 cm 
               
               
                 alpha_mode_15_30 
                 mode of the scale parameter 
               
               
                   
                 inversely proportional to mean of the 
               
               
                   
                 pore diameter (Van Genuchten) 
               
               
                   
                 between 15 and 30 cm 
               
               
                 ksat_mode_15_30 
                 mode of the saturated 
               
               
                   
                 hydraulic conductivity between 15 
               
               
                   
                 and 30 cm 
               
               
                 theta_r_mode_15_30 
                 mode of the residual soil 
               
               
                   
                 water content between 15 and 30 cm 
               
               
                 theta_s_mode_15_30 
                 mode of the saturated soil 
               
               
                   
                 water content between 15 and 30 cm 
               
               
                 ph_p50_0_5 
                 median of the soil pH in H20 
               
               
                   
                 between 0 and 5 cm 
               
               
                 clay_p50_0_5 
                 median of the proportion of clay 
               
               
                   
                 particles (&lt;0.002 mm) in the fine 
               
               
                   
                 earth fraction between 0 and 5 cm 
               
               
                 sand_p50_0_5 
                 median of the proportion of sand 
               
               
                   
                 particles (&gt;0.05 mm) in the fine 
               
               
                   
                 earth fraction between 0 and 5 cm 
               
               
                 silt_p50_0_5 
                 median of the proportion of silt 
               
               
                   
                 particles (≥0.002 mm and ≤0.05 
               
               
                   
                 mm) in the fine earth fraction 
               
               
                   
                 between 0 and 5 cm 
               
               
                 hb_p50_0_5 
                 median of the bubbling pressure 
               
               
                   
                 (Brooks-Corey) between 0 and 5 cm 
               
               
                 n_p50_0_5 
                 median of the measure of the 
               
               
                   
                 pore size distribution (Van 
               
               
                   
                 Genuchten) between 0 and 5 cm 
               
               
                 alpha_p50_0_5 
                 median of the scale parameter 
               
               
                   
                 inversely proportional to mean of the 
               
               
                   
                 pore diameter (Van Genuchten) 
               
               
                   
                 between 0 and 5 cm 
               
               
                 ksat_p50_0_5 
                 median of the saturated 
               
               
                   
                 hydraulic conductivity between 0 
               
               
                   
                 and 5 cm 
               
               
                 theta_r_p50_0_5 
                 median of the residual soil 
               
               
                   
                 water content between 0 and 5 cm 
               
               
                 theta_s_p50_0_5 
                 median of the saturated soil 
               
               
                   
                 water content between 0 and 5 cm 
               
               
                 ph_p50_5_15 
                 median of the soil pH in H20 
               
               
                   
                 between 5 and 15 cm 
               
               
                 clay_p50_5_15 
                 median of the proportion of clay 
               
               
                   
                 particles (&lt;0.002 mm) in the fine 
               
               
                   
                 earth fraction between 5 and 15 cm 
               
               
                 sand_p50_5_15 
                 median of the proportion of sand 
               
               
                   
                 particles (&gt;0.05 mm) in the fine 
               
               
                   
                 earth fraction between 5 and 15 cm 
               
               
                 silt_p50_5_15 
                 median of the proportion of silt 
               
               
                   
                 particles (≥0.002 mm and ≤0.05 
               
               
                   
                 mm) in the fine earth fraction 
               
               
                   
                 between 5 and 15 cm 
               
               
                 hb_p50_5_15 
                 median of the bubbling pressure 
               
               
                   
                 (Brooks-Corey) between 5 and 15 cm 
               
               
                 n_p50_5_15 
                 median of the measure of the 
               
               
                   
                 pore size distribution (Van 
               
               
                   
                 Genuchten) between 5 and 15 cm 
               
               
                 alpha_p50_5_15 
                 median of the scale parameter 
               
               
                   
                 inversely proportional to mean of the 
               
               
                   
                 pore diameter (Van Genuchten) 
               
               
                   
                 between 5 and 15 cm 
               
               
                 ksat_p50_5_15 
                 median of the saturated 
               
               
                   
                 hydraulic conductivity between 5 
               
               
                   
                 and 15 cm 
               
               
                 theta_r_p50_5_15 
                 median of the residual soil 
               
               
                   
                 water content between 5 and 15 cm 
               
               
                 theta_s_p50_5_15 
                 median of the saturated soil 
               
               
                   
                 water content between 5 and 15 cm 
               
               
                 ph_p50_15_30 
                 median of the soil pH in H20 
               
               
                   
                 between 15 and 30 cm 
               
               
                 clay_p50_15_30 
                 median of the proportion of clay 
               
               
                   
                 particles (&lt;0.002 mm) in the fine 
               
               
                   
                 earth fraction between 15 and 30 cm 
               
               
                 sand_p50_15_30 
                 median of the proportion of sand 
               
               
                   
                 particles (&gt;0.05 mm) in the fine 
               
               
                   
                 earth fraction between 15 and 30 cm 
               
               
                 silt_p50_15_30 
                 median of the proportion of silt 
               
               
                   
                 particles (≥0.002 mm and ≤0.05 
               
               
                   
                 mm) in the fine earth fraction 
               
               
                   
                 between 15 and 30 cm 
               
               
                 hb_p50_15_30 
                 median of the bubbling pressure 
               
               
                   
                 (Brooks-Corey) between 15 and 30 cm 
               
               
                 n_p50_15_30 
                 median of the measure of the 
               
               
                   
                 pore size distribution (Van 
               
               
                   
                 Genuchten) between 15 and 30 cm 
               
               
                 alpha_p50_15_30 
                 median of the scale parameter 
               
               
                   
                 inversely proportional to mean of the 
               
               
                   
                 pore diameter (Van Genuchten) 
               
               
                   
                 between 15 and 30 cm 
               
               
                 ksat_p50_15_30 
                 median of the saturated 
               
               
                   
                 hydraulic conductivity between 15 
               
               
                   
                 and 30 cm 
               
               
                 theta_r_p50_15_30 
                 median of the residual soil 
               
               
                   
                 water content between 15 and 30 cm 
               
               
                 theta_s_p50_15_30 
                 median of the saturated soil 
               
               
                   
                 water content between 15 and 30 cm 
               
               
                 ph_p5_0_5 
                 5th percentile of the soil pH in 
               
               
                   
                 H20 between 0 and 5 cm 
               
               
                 clay_p5_0_5 
                 5th percentile of the 
               
               
                   
                 proportion of clay particles (&lt;0.002 
               
               
                   
                 mm) in the fine earth fraction 
               
               
                   
                 between 0 and 5 cm 
               
               
                 sand_p5_0_5 
                 5th percentile of the 
               
               
                   
                 proportion of sand particles (&gt;0.05 
               
               
                   
                 mm) in the fine earth fraction 
               
               
                   
                 between 0 and 5 cm 
               
               
                 silt_p5_0_5 
                 5th percentile of the 
               
               
                   
                 proportion of silt particles (≥0.002 
               
               
                   
                 mm and ≤0.05 mm) in the fine earth 
               
               
                   
                 fraction between 0 and 5 cm 
               
               
                 hb_p5_0_5 
                 5th percentile of the bubbling 
               
               
                   
                 pressure (Brooks-Corey) between 0 
               
               
                   
                 and 5 cm 
               
               
                 n_p5_0_5 
                 5th percentile of the measure 
               
               
                   
                 of the pore size distribution (Van 
               
               
                   
                 Genuchten) between 0 and 5 cm 
               
               
                 alpha_p5_0_5 
                 5th percentile of the scale 
               
               
                   
                 parameter inversely proportional to 
               
               
                   
                 mean of the pore diameter (Van 
               
               
                   
                 Genuchten) between 0 and 5 cm 
               
               
                 ksat_p5_0_5 
                 5th percentile of the saturated 
               
               
                   
                 hydraulic conductivity between 0 
               
               
                   
                 and 5 cm 
               
               
                 theta_r_p5_0_5 
                 5th percentile of the residual 
               
               
                   
                 soil water content between 0 and 5 
               
               
                   
                 cm 
               
               
                 theta_s_p5_0_5 
                 5th percentile of the saturated 
               
               
                   
                 soil water content between 0 and 5 
               
               
                   
                 cm 
               
               
                 ph_p5_5_15 
                 5th percentile of the soil pH in 
               
               
                   
                 H20 between 5 and 15 cm 
               
               
                 clay_p5_5_15 
                 5th percentile of the 
               
               
                   
                 proportion of clay particles (&lt;0.002 
               
               
                   
                 mm) in the fine earth fraction 
               
               
                   
                 between 5 and 15 cm 
               
               
                 sand_p5_5_15 
                 5th percentile of the 
               
               
                   
                 proportion of sand particles (&gt;0.05 
               
               
                   
                 mm) in the fine earth fraction 
               
               
                   
                 between 5 and 15 cm 
               
               
                 silt_p5_5_15 
                 5th percentile of the 
               
               
                   
                 proportion of silt particles (≥0.002 
               
               
                   
                 mm and ≤0.05 mm) in the fine earth 
               
               
                   
                 fraction between 5 and 15 cm 
               
               
                 hb_p5_5_15 
                 5th percentile of the bubbling 
               
               
                   
                 pressure (Brooks-Corey) between 5 
               
               
                   
                 and 15 cm 
               
               
                 n_p5_5_15 
                 5th percentile of the measure 
               
               
                   
                 of the pore size distribution (Van 
               
               
                   
                 Genuchten) between 5 and 15 cm 
               
               
                 alpha_p5_5_15 
                 5th percentile of the scale 
               
               
                   
                 parameter inversely proportional to 
               
               
                   
                 mean of the pore diameter (Van 
               
               
                   
                 Genuchten) between 5 and 15 cm 
               
               
                 ksat_p5_5_15 
                 5th percentile of the saturated 
               
               
                   
                 hydraulic conductivity between 5 
               
               
                   
                 and 15 cm 
               
               
                 theta_r_p5_5_15 
                 5th percentile of the residual 
               
               
                   
                 soil water content between 5 and 15 
               
               
                   
                 cm 
               
               
                 theta_s_p5_5_15 
                 5th percentile of the saturated 
               
               
                   
                 soil water content between 5 and 15 
               
               
                   
                 cm 
               
               
                 ph_p5_15_30 
                 5th percentile of the soil pH in 
               
               
                   
                 H20 between 15 and 30 cm 
               
               
                 clay_p5_15_30 
                 5th percentile of the 
               
               
                   
                 proportion of clay particles (&lt;0.002 
               
               
                   
                 mm) in the fine earth fraction 
               
               
                   
                 between 15 and 30 cm 
               
               
                 sand_p5_15_30 
                 5th percentile of the 
               
               
                   
                 proportion of sand particles (&gt;0.05 
               
               
                   
                 mm) in the fine earth fraction 
               
               
                   
                 between 15 and 30 cm 
               
               
                 silt_p5_15_30 
                 5th percentile of the 
               
               
                   
                 proportion of silt particles (≥0.002 
               
               
                   
                 mm and ≤0.05 mm) in the fine earth 
               
               
                   
                 fraction between 15 and 30 cm 
               
               
                 hb_p5_15_30 
                 5th percentile of the bubbling 
               
               
                   
                 pressure (Brooks-Corey) between 15 
               
               
                   
                 and 30 cm 
               
               
                 n_p5_15_30 
                 5th percentile of the measure 
               
               
                   
                 of the pore size distribution (Van 
               
               
                   
                 Genuchten) between 15 and 30 cm 
               
               
                 alpha_p5_15_30 
                 5th percentile of the scale 
               
               
                   
                 parameter inversely proportional to 
               
               
                   
                 mean of the pore diameter (Van 
               
               
                   
                 Genuchten) between 15 and 30 cm 
               
               
                 ksat_p5_15_30 
                 5th percentile of the saturated 
               
               
                   
                 hydraulic conductivity between 15 
               
               
                   
                 and 30 cm 
               
               
                 theta_r_p5_15_30 
                 5th percentile of the residual 
               
               
                   
                 soil water content between 15 and 
               
               
                   
                 30 cm 
               
               
                 theta_s_p5_15_30 
                 5th percentile of the saturated 
               
               
                   
                 soil water content between 15 and 
               
               
                   
                 30 cm 
               
               
                 ph_p95_0_5 
                 95th percentile of the soil pH 
               
               
                   
                 in H20 between 0 and 5 cm 
               
               
                 clay_p95_0_5 
                 95th percentile of the 
               
               
                   
                 proportion of clay particles (&lt;0.002 
               
               
                   
                 mm) in the fine earth fraction 
               
               
                   
                 between 0 and 5 cm 
               
               
                 sand_p95_0_5 
                 95th percentile of the 
               
               
                   
                 proportion of sand particles (&gt;0.05 
               
               
                   
                 mm) in the fine earth fraction 
               
               
                   
                 between 0 and 5 cm 
               
               
                 silt_p95_0_5 
                 95th percentile of the 
               
               
                   
                 proportion of silt particles (≥0.002 
               
               
                   
                 mm and ≤0.05 mm) in the fine earth 
               
               
                   
                 fraction between 0 and 5 cm 
               
               
                 hb_p95_0_5 
                 95th percentile of the bubbling 
               
               
                   
                 pressure (Brooks-Corey) between 0 
               
               
                   
                 and 5 cm 
               
               
                 n_p95_0_5 
                 95th percentile of the measure 
               
               
                   
                 of the pore size distribution (Van 
               
               
                   
                 Genuchten) between 0 and 5 cm 
               
               
                 alpha_p95_0_5 
                 95th percentile of the scale 
               
               
                   
                 parameter inversely proportional to 
               
               
                   
                 mean of the pore diameter (Van 
               
               
                   
                 Genuchten) between 0 and 5 cm 
               
               
                 ksat_p95_0_5 
                 95th percentile of the saturated 
               
               
                   
                 hydraulic conductivity between 0 
               
               
                   
                 and 5 cm 
               
               
                 theta_r_p95_0_5 
                 95th percentile of the residual 
               
               
                   
                 soil water content between 0 and 5 
               
               
                   
                 cm 
               
               
                 theta_s_p95_0_5 
                 95th percentile of the saturated 
               
               
                   
                 soil water content between 0 and 5 
               
               
                   
                 cm 
               
               
                 ph_p95_5_15 
                 95th percentile of the soil pH 
               
               
                   
                 in H20 between 5 and 15 cm 
               
               
                 clay_p95_5_15 
                 95th percentile of the 
               
               
                   
                 proportion of clay particles (&lt;0.002 
               
               
                   
                 mm) in the fine earth fraction 
               
               
                   
                 between 5 and 15 cm 
               
               
                 sand_p95_5_15 
                 95th percentile of the 
               
               
                   
                 proportion of sand particles (&gt;0.05 
               
               
                   
                 mm) in the fine earth fraction 
               
               
                   
                 between 5 and 15 cm 
               
               
                 silt_p95_5_15 
                 95th percentile of the 
               
               
                   
                 proportion of silt particles (≥0.002 
               
               
                   
                 mm and ≤0.05 mm) in the fine earth 
               
               
                   
                 fraction between 5 and 15 cm 
               
               
                 hb_p95_5_15 
                 95th percentile of the bubbling 
               
               
                   
                 pressure (Brooks-Corey) between 5 
               
               
                   
                 and 15 cm 
               
               
                 n_p95_5_15 
                 95th percentile of the measure 
               
               
                   
                 of the pore size distribution (Van 
               
               
                   
                 Genuchten) between 5 and 15 cm 
               
               
                 alpha_p95_5_15 
                 95th percentile of the scale 
               
               
                   
                 parameter inversely proportional to 
               
               
                   
                 mean of the pore diameter (Van 
               
               
                   
                 Genuchten) between 5 and 15 cm 
               
               
                 ksat_p95_5_15 
                 95th percentile of the saturated 
               
               
                   
                 hydraulic conductivity between 5 
               
               
                   
                 and 15 cm 
               
               
                 theta_r_p95_5_15 
                 95th percentile of the residual 
               
               
                   
                 soil water content between 5 and 15 
               
               
                   
                 cm 
               
               
                 theta_s_p95_5_15 
                 95th percentile of the saturated 
               
               
                   
                 soil water content between 5 and 15 
               
               
                   
                 cm 
               
               
                 ph_p95_15_30 
                 95th percentile of the soil pH 
               
               
                   
                 in H20 between 15 and 30 cm 
               
               
                 clay_p95_15_30 
                 95th percentile of the 
               
               
                   
                 proportion of clay particles (&lt;0.002 
               
               
                   
                 mm) in the fine earth fraction 
               
               
                   
                 between 15 and 30 cm 
               
               
                 sand_p95_15_30 
                 95th percentile of the 
               
               
                   
                 proportion of sand particles (&gt;0.05 
               
               
                   
                 mm) in the fine earth fraction 
               
               
                   
                 between 15 and 30 cm 
               
               
                 silt_p95_15_30 
                 95th percentile of the 
               
               
                   
                 proportion of silt particles (≥0.002 
               
               
                   
                 mm and ≤0.05 mm) in the fine earth 
               
               
                   
                 fraction between 15 and 30 cm 
               
               
                 hb_p95_15_30 
                 95th percentile of the bubbling 
               
               
                   
                 pressure (Brooks-Corey) between 15 
               
               
                   
                 and 30 cm 
               
               
                 n_p95_15_30 
                 95th percentile of the measure 
               
               
                   
                 of the pore size distribution (Van 
               
               
                   
                 Genuchten) between 15 and 30 cm 
               
               
                 alpha_p95_15_30 
                 95th percentile of the scale 
               
               
                   
                 parameter inversely proportional to 
               
               
                   
                 mean of the pore diameter (Van 
               
               
                   
                 Genuchten) between 15 and 30 cm 
               
               
                 ksat_p95_15_30 
                 95th percentile of the saturated 
               
               
                   
                 hydraulic conductivity between 15 
               
               
                   
                 and 30 cm 
               
               
                 theta_r_p95_15_30 
                 95th percentile of the residual 
               
               
                   
                 soil water content between 15 and 30 
               
               
                   
                 cm 
               
               
                 theta_s_p95_15_30 
                 95th percentile of the saturated 
               
               
                   
                 soil water content between 15 and 30 
               
               
                   
                 cm 
               
               
                 Wrb 
                 World Reference Base (WRB) 
               
               
                   
                 soil class 
               
               
                 cec_0_5 cm_Q0.05 
                 5th percentile of the cation 
               
               
                   
                 exchange capacity of the 
               
               
                   
                 soil_between 0 and 5 cm 
               
               
                 cec_5_15 cm_Q0.05 
                 5th percentile of the cation 
               
               
                   
                 exchange capacity of the 
               
               
                   
                 soil between 5 and 15 cm 
               
               
                 cec_15_30 cm_Q0.05 
                 5th percentile of the cation 
               
               
                   
                 exchange capacity of the 
               
               
                   
                 soil between 15 and 30 cm 
               
               
                 cec_30_60 cm_Q0.05 
                 5th percentile of the cation 
               
               
                   
                 exchange capacity of the 
               
               
                   
                 soil between 30 and 60 cm 
               
               
                 cec_60_100 cm_Q0.05 
                 5th percentile of the cation 
               
               
                   
                 exchange capacity of the 
               
               
                   
                 soil between 60 and 100 cm 
               
               
                 cec_100_200 cm_Q0.05 
                 5th percentile of the cation 
               
               
                   
                 exchange capacity of the 
               
               
                   
                 soil between 100 and 200 cm 
               
               
                 clay_0_5 cm_Q0.05 
                 5th percentile of the 
               
               
                   
                 proportion of clay particles (&lt;0.002 
               
               
                   
                 mm) in the fine earth 
               
               
                   
                 fraction_between 0 and 5 cm 
               
               
                 clay_5_15 cm_Q0.05 
                 5th percentile of the 
               
               
                   
                 proportion of clay particles (&lt;0.002 
               
               
                   
                 mm) in the fine earth 
               
               
                   
                 fraction between 5 and 15 cm 
               
               
                 clay_15_30 cm_Q0.05 
                 5th percentile of the 
               
               
                   
                 proportion of clay particles (&lt;0.002 
               
               
                   
                 mm) in the fine earth 
               
               
                   
                 fraction between 15 and 30 cm 
               
               
                 clay_30_60 cm_Q0.05 
                 5th percentile of the 
               
               
                   
                 proportion of clay particles (&lt;0.002 
               
               
                   
                 mm) in the fine earth 
               
               
                   
                 fraction between 30 and 60 cm 
               
               
                 clay_60_100 cm_Q0.05 
                 5th percentile of the 
               
               
                   
                 proportion of clay particles (&lt;0.002 
               
               
                   
                 mm) in the fine earth 
               
               
                   
                 fraction between 60 and 100 cm 
               
               
                 clay_100_200 cm_Q0.05 
                 5th percentile of the 
               
               
                   
                 proportion of clay particles (&lt;0.002 
               
               
                   
                 mm) in the fine earth 
               
               
                   
                 fraction between 100 and 200 cm 
               
               
                 phh2o_0_5 cm_Q0.05 
                 5th percentile of the soil pH 
               
               
                   
                 between 0 and 5 cm 
               
               
                 phh2o_5_15 cm_Q0.05 
                 5th percentile of the soil pH 
               
               
                   
                 between 5 and 15 cm 
               
               
                 phh2o_15_30 cm_Q0.05 
                 5th percentile of the soil pH 
               
               
                   
                 between 15 and 30 cm 
               
               
                 phh2o_30_60 cm_Q0.05 
                 5th percentile of the soil pH 
               
               
                   
                 between 30 and 60 cm 
               
               
                 phh2o_60_100 cm_Q0.05 
                 5th percentile of the soil pH 
               
               
                   
                 between 60 and 100 cm 
               
               
                 phh2o_100_200 cm_Q0.05 
                 5th percentile of the soil pH 
               
               
                   
                 between 100 and 200 cm 
               
               
                 sand_0_5 cm_Q0.05 
                 5th percentile of the 
               
               
                   
                 proportion of sand particles (&gt;0.05 
               
               
                   
                 mm) in the fine earth 
               
               
                   
                 fraction_between 0 and 5 cm 
               
               
                 sand_5_15 cm_Q0.05 
                 5th percentile of the 
               
               
                   
                 proportion of sand particles (&gt;0.05 
               
               
                   
                 mm) in the fine earth 
               
               
                   
                 fraction between 5 and 15 cm 
               
               
                 sand_15_30 cm_Q0.05 
                 5th percentile of the 
               
               
                   
                 proportion of sand particles (&gt;0.05 
               
               
                   
                 mm) in the fine earth 
               
               
                   
                 fraction between 15 and 30 cm 
               
               
                 sand_30_60 cm_Q0.05 
                 5th percentile of the 
               
               
                   
                 proportion of sand particles (&gt;0.05 
               
               
                   
                 mm) in the fine earth 
               
               
                   
                 fraction between 30 and 60 cm 
               
               
                 sand_60_100 cm_Q0.05 
                 5th percentile of the 
               
               
                   
                 proportion of sand particles (&gt;0.05 
               
               
                   
                 mm) in the fine earth 
               
               
                   
                 fraction between 60 and 100 cm 
               
               
                 sand_100_200 cm_Q0.05 
                 5th percentile of the 
               
               
                   
                 proportion of sand particles (&gt;0.05 
               
               
                   
                 mm) in the fine earth 
               
               
                   
                 fraction between 100 and 200 cm 
               
               
                 silt_0_5 cm_Q0.05 
                 5th percentile of the 
               
               
                   
                 proportion of silt particles (≥0.002 
               
               
                   
                 mm and ≤0.05 mm) in the fine earth 
               
               
                   
                 fraction_between 0 and 5 cm 
               
               
                 silt_5_15 cm_Q0.05 
                 5th percentile of the 
               
               
                   
                 proportion of silt particles (≥0.002 
               
               
                   
                 mm and ≤0.05 mm) in the fine earth 
               
               
                   
                 fraction between 5 and 15 cm 
               
               
                 silt_15_30 cm_Q0.05 
                 5th percentile of the 
               
               
                   
                 proportion of silt particles (≥0.002 
               
               
                   
                 mm and ≤0.05 mm) in the fine earth 
               
               
                   
                 fraction between 15 and 30 cm 
               
               
                 silt_30_60 cm_Q0.05 
                 5th percentile of the 
               
               
                   
                 proportion of silt particles (≥0.002 
               
               
                   
                 mm and ≤0.05 mm) in the fine earth 
               
               
                   
                 fraction between 30 and 60 cm 
               
               
                 silt_60_100 cm_Q0.05 
                 5th percentile of the 
               
               
                   
                 proportion of silt particles (≥0.002 
               
               
                   
                 mm and ≤0.05 mm) in the fine earth 
               
               
                   
                 fraction between 60 and 100 cm 
               
               
                 silt_100_200 cm_Q0.05 
                 5th percentile of the 
               
               
                   
                 proportion of silt particles (≥0.002 
               
               
                   
                 mm and ≤0.05 mm) in the fine earth 
               
               
                   
                 fraction between 100 and 200 cm 
               
               
                 cec_0_5 cm_Q0.5 
                 median of the cation 
               
               
                   
                 exchange capacity of the 
               
               
                   
                 soil_between 0 and 5 cm 
               
               
                 cec_5_15 cm_Q0.5 
                 median of the cation 
               
               
                   
                 exchange capacity of the 
               
               
                   
                 soil between 5 and 15 cm 
               
               
                 cec_15_30 cm_Q0.5 
                 median of the cation 
               
               
                   
                 exchange capacity of the 
               
               
                   
                 soil between 15 and 30 cm 
               
               
                 cec_30_60 cm_Q0.5 
                 median of the cation 
               
               
                   
                 exchange capacity of the 
               
               
                   
                 soil between 30 and 60 cm 
               
               
                 cec_60_100 cm_Q0.5 
                 median of the cation 
               
               
                   
                 exchange capacity of the 
               
               
                   
                 soil between 60 and 100 cm 
               
               
                 cec_100_200 cm_Q0.5 
                 median of the cation 
               
               
                   
                 exchange capacity of the 
               
               
                   
                 soil between 100 and 200 cm 
               
               
                 cfvo_0_5 cm_Q0.5 
                 median of the volumetric 
               
               
                   
                 fraction of coarse 
               
               
                   
                 fragments_between 0 and 5 cm 
               
               
                 cfvo_5_15 cm_Q0.5 
                 median of the volumetric 
               
               
                   
                 fraction of coarse 
               
               
                   
                 fragments between 5 and 15 cm 
               
               
                 cfvo_15_30 cm_Q0.5 
                 median of the volumetric 
               
               
                   
                 fraction of coarse 
               
               
                   
                 fragments between 15 and 30 cm 
               
               
                 cfvo_30_60 cm_Q0.5 
                 median of the volumetric 
               
               
                   
                 fraction of coarse 
               
               
                   
                 fragments between 30 and 60 cm 
               
               
                 cfvo_60_100 cm_Q0.5 
                 median of the volumetric 
               
               
                   
                 fraction of coarse 
               
               
                   
                 fragments between 60 and 100 cm 
               
               
                 cfvo_100_200 cm_Q0.5 
                 median of the volumetric 
               
               
                   
                 fraction of coarse 
               
               
                   
                 fragments between 100 and 200 cm 
               
               
                 clay_0_5 cm_Q0.5 
                 median of the proportion of 
               
               
                   
                 clay particles (&lt;0.002 mm) in the 
               
               
                   
                 fine earth fraction_between 0 and 5 
               
               
                   
                 cm 
               
               
                 clay_5_15 cm_Q0.5 
                 median of the proportion of 
               
               
                   
                 clay particles (&lt;0.002 mm) in the 
               
               
                   
                 fine earth fraction between 5 and 15 
               
               
                   
                 cm 
               
               
                 clay_15_30 cm_Q0.5 
                 median of the proportion of 
               
               
                   
                 clay particles (&lt;0.002 mm) in the 
               
               
                   
                 fine earth fraction between 15 and 
               
               
                   
                 30 cm 
               
               
                 clay_30_60 cm_Q0.5 
                 median of the proportion of 
               
               
                   
                 clay particles (&lt;0.002 mm) in the 
               
               
                   
                 fine earth fraction between 30 and 
               
               
                   
                 60 cm 
               
               
                 clay_60_100 cm_Q0.5 
                 median of the proportion of 
               
               
                   
                 clay particles (&lt;0.002 mm) in the 
               
               
                   
                 fine earth fraction between 60 and 
               
               
                   
                 100 cm 
               
               
                 clay_100_200 cm_Q0.5 
                 median of the proportion of 
               
               
                   
                 clay particles (&lt;0.002 mm) in the 
               
               
                   
                 fine earth fraction between 100 and 
               
               
                   
                 200 cm 
               
               
                 phh2o_0_5 cm_Q0.5 
                 median of the soil pH between 
               
               
                   
                 0 and 5 cm 
               
               
                 phh2o_5_15 cm_Q0.5 
                 median of the soil pH between 
               
               
                   
                 5 and 15 cm 
               
               
                 phh2o_15_30 cm_Q0.5 
                 median of the soil pH between 
               
               
                   
                 15 and 30 cm 
               
               
                 phh2o_30_60 cm_Q0.5 
                 median of the soil pH between 
               
               
                   
                 30 and 60 cm 
               
               
                 phh2o_60_100 cm_Q0.5 
                 median of the soil pH between 
               
               
                   
                 60 and 100 cm 
               
               
                 phh2o_100_200 cm_Q0.5 
                 median of the soil pH between 
               
               
                   
                 100 and 200 cm 
               
               
                 sand_0_5 cm_Q0.5 
                 median of the proportion of 
               
               
                   
                 sand particles (&gt;0.05 mm) in the 
               
               
                   
                 fine earth fraction_between 0 and 
               
               
                   
                 5 cm 
               
               
                 sand_5_15 cm_Q0.5 
                 median of the proportion of 
               
               
                   
                 sand particles (&gt;0.05 mm) in the 
               
               
                   
                 fine earth fraction between 5 and 
               
               
                   
                 15 cm 
               
               
                 sand_15_30 cm_Q0.5 
                 median of the proportion of 
               
               
                   
                 sand particles (&gt;0.05 mm) in the 
               
               
                   
                 fine earth fraction between 15 and 
               
               
                   
                 30 cm 
               
               
                 sand_30_60 cm_Q0.5 
                 median of the proportion of 
               
               
                   
                 sand particles (&gt;0.05 mm) in the 
               
               
                   
                 fine earth fraction between 30 and 
               
               
                   
                 60 cm 
               
               
                 sand_60_100 cm_Q0.5 
                 median of the proportion of 
               
               
                   
                 sand particles (&gt;0.05 mm) in the 
               
               
                   
                 fine earth fraction between 60 and 
               
               
                   
                 100 cm 
               
               
                 sand_100_200 cm_Q0.5 
                 median of the proportion of 
               
               
                   
                 sand particles (&gt;0.05 mm) in the 
               
               
                   
                 fine earth fraction between 100 and 
               
               
                   
                 200 cm 
               
               
                 silt_0_5 cm_Q0.5 
                 median of the proportion of 
               
               
                   
                 silt particles (≥0.002 mm and ≤0.05 
               
               
                   
                 mm) in the fine earth fraction 
               
               
                   
                 between 0 and 5 cm 
               
               
                 silt_5_15 cm_Q0.5 
                 median of the proportion of 
               
               
                   
                 silt particles (≥0.002 mm and ≤0.05 
               
               
                   
                 mm) in the fine earth fraction 
               
               
                   
                 between 5 and 15 cm 
               
               
                 silt_15_30 cm_Q0.5 
                 median of the proportion of 
               
               
                   
                 silt particles (≥0.002 mm and ≤0.05 
               
               
                   
                 mm) in the fine earth fraction 
               
               
                   
                 between 15 and 30 cm 
               
               
                 silt_30_60 cm_Q0.5 
                 median of the proportion of 
               
               
                   
                 silt particles (≥0.002 mm and ≤0.05 
               
               
                   
                 mm) in the fine earth fraction 
               
               
                   
                 between 30 and 60 cm 
               
               
                 silt_60_100 cm_Q0.5 
                 median of the proportion of 
               
               
                   
                 silt particles (≥0.002 mm and ≤0.05 
               
               
                   
                 mm) in the fine earth fraction 
               
               
                   
                 between 60 and 100 cm 
               
               
                 silt_100_200 cm_Q0.5 
                 median of the proportion of 
               
               
                   
                 silt particles (≥0.002 mm and ≤0.05 
               
               
                   
                 mm) in the fine earth fraction 
               
               
                   
                 between 100 and 200 cm 
               
               
                 cec_0_5 cm_mean 
                 mean of the cation exchange 
               
               
                   
                 capacity of the soil_between 0 and 
               
               
                   
                 5 cm 
               
               
                 cec_5_15 cm_mean 
                 mean of the cation exchange 
               
               
                   
                 capacity of the soil between 5 and 
               
               
                   
                 15 cm 
               
               
                 cec_15_30 cm_mean 
                 mean of the cation exchange 
               
               
                   
                 capacity of the soil between 15 and 
               
               
                   
                 30 cm 
               
               
                 cec_30_60 cm_mean 
                 mean of the cation exchange 
               
               
                   
                 capacity of the soil between 30 and 
               
               
                   
                 60 cm 
               
               
                 cec_60_100 cm_mean 
                 mean of the cation exchange 
               
               
                   
                 capacity of the soil between 60 and 
               
               
                   
                 100 cm 
               
               
                 cec_100_200 cm_mean 
                 mean of the cation exchange 
               
               
                   
                 capacity of the soil between 100 and 
               
               
                   
                 200 cm 
               
               
                 cfvo_0_5 cm_mean 
                 mean of the volumetric 
               
               
                   
                 fraction of coarse 
               
               
                   
                 fragments_between 0 and 5 cm 
               
               
                 cfvo_5_15 cm_mean 
                 mean of the volumetric 
               
               
                   
                 fraction of coarse 
               
               
                   
                 fragments between 5 and 15 cm 
               
               
                 cfvo_15_30 cm_mean 
                 mean of the volumetric 
               
               
                   
                 fraction of coarse 
               
               
                   
                 fragments between 15 and 30 cm 
               
               
                 cfvo_30_60 cm_mean 
                 mean of the volumetric 
               
               
                   
                 fraction of coarse 
               
               
                   
                 fragments between 30 and 60 cm 
               
               
                 cfvo_60_100 cm_mean 
                 mean of the volumetric 
               
               
                   
                 fraction of coarse 
               
               
                   
                 fragments between 60 and 100 cm 
               
               
                 cfvo_100_200 cm_mean 
                 mean of the volumetric 
               
               
                   
                 fraction of coarse 
               
               
                   
                 fragments between 100 and 200 cm 
               
               
                 clay_0_5 cm_mean 
                 mean of the proportion of clay 
               
               
                   
                 particles (&lt;0.002 mm) in the fine 
               
               
                   
                 earth fraction_between 0 and 5 cm 
               
               
                 clay_5_15 cm_mean 
                 mean of the proportion of clay 
               
               
                   
                 particles (&lt;0.002 mm) in the fine 
               
               
                   
                 earth fraction between 5 and 15 cm 
               
               
                 clay_15_30 cm_mean 
                 mean of the proportion of clay 
               
               
                   
                 particles (&lt;0.002 mm) in the fine 
               
               
                   
                 earth fraction between 15 and 30 cm 
               
               
                 clay_30_60 cm_mean 
                 mean of the proportion of clay 
               
               
                   
                 particles (&lt;0.002 mm) in the fine 
               
               
                   
                 earth fraction between 30 and 60 cm 
               
               
                 clay_60_100 cm_mean 
                 mean of the proportion of clay 
               
               
                   
                 particles (&lt;0.002 mm) in the fine 
               
               
                   
                 earth fraction between 60 and 100 cm 
               
               
                 clay_100_200 cm_mean 
                 mean of the proportion of clay 
               
               
                   
                 particles (&lt;0.002 mm) in the fine 
               
               
                   
                 earth fraction between 100 and 200 cm 
               
               
                 phh2o_0_5 cm_mean 
                 mean of the soil pH between 
               
               
                   
                 0 and 5 cm 
               
               
                 phh2o_5_15 cm_mean 
                 mean of the soil pH between 
               
               
                   
                 5 and 15 cm 
               
               
                 phh2o_15_30 cm_mean 
                 mean of the soil pH between 
               
               
                   
                 15 and 30 cm 
               
               
                 phh2o_30_60 cm_mean 
                 mean of the soil pH between 
               
               
                   
                 30 and 60 cm 
               
               
                 phh2o_60_100 cm_mean 
                 mean of the soil pH between 
               
               
                   
                 60 and 100 cm 
               
               
                 phh2o_100_200 cm_mean 
                 mean of the soil pH between 
               
               
                   
                 100 and 200 cm 
               
               
                 sand_0_5 cm_mean 
                 mean of the proportion of 
               
               
                   
                 sand particles (&gt;0.05 mm) in the 
               
               
                   
                 fine earth fraction_between 0 and 
               
               
                   
                 5 cm 
               
               
                 sand_5_15 cm_mean 
                 mean of the proportion of 
               
               
                   
                 sand particles (&gt;0.05 mm) in the 
               
               
                   
                 fine earth fraction between 5 and 
               
               
                   
                 15 cm 
               
               
                 sand_15_30 cm_mean 
                 mean of the proportion of 
               
               
                   
                 sand particles (&gt;0.05 mm) in the 
               
               
                   
                 fine earth fraction between 15 and 
               
               
                   
                 30 cm 
               
               
                 sand_30_60 cm_mean 
                 mean of the proportion of 
               
               
                   
                 sand particles (&gt;0.05 mm) in the 
               
               
                   
                 fine earth fraction between 30 and 
               
               
                   
                 60 cm 
               
               
                 sand_60_100 cm_mean 
                 mean of the proportion of 
               
               
                   
                 sand particles (&gt;0.05 mm) in the 
               
               
                   
                 fine earth fraction between 60 and 
               
               
                   
                 100 cm 
               
               
                 sand_100_200 cm_mean 
                 mean of the proportion of 
               
               
                   
                 sand particles (&gt;0.05 mm) in the 
               
               
                   
                 fine earth fraction between 100 and 
               
               
                   
                 200 cm 
               
               
                 silt_0_5 cm_mean 
                 mean of the proportion of silt 
               
               
                   
                 particles (≥0.002 mm and ≤0.05 
               
               
                   
                 mm) in the fine earth 
               
               
                   
                 fraction_between 0 and 5 cm 
               
               
                 silt_5_15 cm_mean 
                 mean of the proportion of silt 
               
               
                   
                 particles (≥0.002 mm and ≤0.05 
               
               
                   
                 mm) in the fine earth 
               
               
                   
                 fraction between 5 and 15 cm 
               
               
                 silt_15_30 cm_mean 
                 mean of the proportion of silt 
               
               
                   
                 particles (≥0.002 mm and ≤0.05 
               
               
                   
                 mm) in the fine earth 
               
               
                   
                 fraction between 15 and 30 cm 
               
               
                 silt_30_60 cm_mean 
                 mean of the proportion of silt 
               
               
                   
                 particles (≥0.002 mm and ≤0.05 
               
               
                   
                 mm) in the fine earth 
               
               
                   
                 fraction between 30 and 60 cm 
               
               
                 silt_60_100 cm_mean 
                 mean of the proportion of silt 
               
               
                   
                 particles (≥0.002 mm and ≤0.05 
               
               
                   
                 mm) in the fine earth 
               
               
                   
                 fraction between 60 and 100 cm 
               
               
                 silt_100_200 cm_mean 
                 mean of the proportion of silt 
               
               
                   
                 particles (≥0.002 mm and ≤0.05 
               
               
                   
                 mm) in the fine earth 
               
               
                   
                 fraction between 100 and 200 cm 
               
               
                 cec_0_5 cm_Q0.95 
                 95th percentile of the cation 
               
               
                   
                 exchange capacity of the 
               
               
                   
                 soil_between 0 and 5 cm 
               
               
                 cec_5_15 cm_Q0.95 
                 95th percentile of the cation 
               
               
                   
                 exchange capacity of the soil 
               
               
                   
                 between 5 and 15 cm 
               
               
                 cec_15_30 cm_Q0.95 
                 95th percentile of the cation 
               
               
                   
                 exchange capacity of the soil 
               
               
                   
                 between 15 and 30 cm 
               
               
                 cec_30_60 cm_Q0.95 
                 95th percentile of the cation 
               
               
                   
                 exchange capacity of the soil 
               
               
                   
                 between 30 and 60 cm 
               
               
                 cec_60_100 cm_Q0.95 
                 95th percentile of the cation 
               
               
                   
                 exchange capacity of the soil 
               
               
                   
                 between 60 and 100 cm 
               
               
                 cec_100_200 cm_Q0.95 
                 95th percentile of the cation 
               
               
                   
                 exchange capacity of the soil 
               
               
                   
                 between 100 and 200 cm 
               
               
                 cfvo_0_5 cm_Q0.95 
                 95th percentile of the 
               
               
                   
                 volumetric fraction of coarse 
               
               
                   
                 fragments_between 0 and 5 cm 
               
               
                 cfvo_5_15 cm_Q0.95 
                 95th percentile of the 
               
               
                   
                 volumetric fraction of coarse 
               
               
                   
                 fragments between 5 and 15 cm 
               
               
                 cfvo_15_30 cm_Q0.95 
                 95th percentile of the 
               
               
                   
                 volumetric fraction of coarse 
               
               
                   
                 fragments between 15 and 30 cm 
               
               
                 cfvo_30_60 cm_Q0.95 
                 95th percentile of the 
               
               
                   
                 volumetric fraction of coarse 
               
               
                   
                 fragments between 30 and 60 cm 
               
               
                 cfvo_60_100 cm_Q0.95 
                 95th percentile of the 
               
               
                   
                 volumetric fraction of coarse 
               
               
                   
                 fragments between 60 and 100 cm 
               
               
                 cfvo_100_200 cm_Q0.95 
                 95th percentile of the 
               
               
                   
                 volumetric fraction of coarse 
               
               
                   
                 fragments between 100 and 200 cm 
               
               
                 clay_0_5 cm_Q0.95 
                 95th percentile of the 
               
               
                   
                 proportion of clay particles (&lt;0.002 
               
               
                   
                 mm) in the fine earth 
               
               
                   
                 fraction_between 0 and 5 cm 
               
               
                 clay_5_15 cm_Q0.95 
                 95th percentile of the 
               
               
                   
                 proportion of clay particles (&lt;0.002 
               
               
                   
                 mm) in the fine earth 
               
               
                   
                 fraction between 5 and 15 cm 
               
               
                 clay_15_30 cm_Q0.95 
                 95th percentile of the 
               
               
                   
                 proportion of clay particles (&lt;0.002 
               
               
                   
                 mm) in the fine earth 
               
               
                   
                 fraction between 15 and 30 cm 
               
               
                 clay_30_60 cm_Q0.95 
                 95th percentile of the 
               
               
                   
                 proportion of clay particles (&lt;0.002 
               
               
                   
                 mm) in the fine earth 
               
               
                   
                 fraction between 30 and 60 cm 
               
               
                 clay_60_100 cm_Q0.95 
                 95th percentile of the 
               
               
                   
                 proportion of clay particles (&lt;0.002 
               
               
                   
                 mm) in the fine earth 
               
               
                   
                 fraction between 60 and 100 cm 
               
               
                 clay_100_200 cm_Q0.95 
                 95th percentile of the 
               
               
                   
                 proportion of clay particles (&lt;0.002 
               
               
                   
                 mm) in the fine earth 
               
               
                   
                 fraction between 100 and 200 cm 
               
               
                 phh2o_0_5 cm_Q0.95 
                 95th percentile of the soil pH 
               
               
                   
                 between 0 and 5 cm 
               
               
                 phh2o_5_15 cm_Q0.95 
                 95th percentile of the soil pH 
               
               
                   
                 between 5 and 15 cm 
               
               
                 phh2o_15_30 cm_Q0.95 
                 95th percentile of the soil pH 
               
               
                   
                 between 15 and 30 cm 
               
               
                 phh2o_30_60 cm_Q0.95 
                 95th percentile of the soil pH 
               
               
                   
                 between 30 and 60 cm 
               
               
                 phh2o_60_100 cm_Q0.95 
                 95th percentile of the soil pH 
               
               
                   
                 between 60 and 100 cm 
               
               
                 phh2o_100_200 cm_Q0.95 
                 95th percentile of the soil pH 
               
               
                   
                 between 100 and 200 cm 
               
               
                 sand_0_5 cm_Q0.95 
                 95th percentile of the 
               
               
                   
                 proportion of sand particles (&gt;0.05 
               
               
                   
                 mm) in the fine earth 
               
               
                   
                 fraction_between 0 and 5 cm 
               
               
                 sand_5_15 cm_Q0.95 
                 95th percentile of the 
               
               
                   
                 proportion of sand particles (&gt;0.05 
               
               
                   
                 mm) in the fine earth 
               
               
                   
                 fraction between 5 and 15 cm 
               
               
                 sand_15_30 cm_Q0.95 
                 95th percentile of the 
               
               
                   
                 proportion of sand particles (&gt;0.05 
               
               
                   
                 mm) in the fine earth 
               
               
                   
                 fraction between 15 and 30 cm 
               
               
                 sand_30_60 cm_Q0.95 
                 95th percentile of the 
               
               
                   
                 proportion of sand particles (&gt;0.05 
               
               
                   
                 mm) in the fine earth 
               
               
                   
                 fraction between 30 and 60 cm 
               
               
                 sand_60_100 cm_Q0.95 
                 95th percentile of the 
               
               
                   
                 proportion of sand particles (&gt;0.05 
               
               
                   
                 mm) in the fine earth 
               
               
                   
                 fraction between 60 and 100 cm 
               
               
                 sand_100_200 cm_Q0.95 
                 95th percentile of the 
               
               
                   
                 proportion of sand particles (&gt;0.05 
               
               
                   
                 mm) in the fine earth 
               
               
                   
                 fraction between 100 and 200 cm 
               
               
                 silt_0_5 cm_Q0.95 
                 95th percentile of the 
               
               
                   
                 proportion of silt particles (≥0.002 
               
               
                   
                 mm and ≤0.05 mm) in the fine earth 
               
               
                   
                 fraction_between 0 and 5 cm 
               
               
                 silt_5_15 cm_Q0.95 
                 95th percentile of the 
               
               
                   
                 proportion of silt particles (≥0.002 
               
               
                   
                 mm and ≤0.05 mm) in the fine earth 
               
               
                   
                 fraction between 5 and 15 cm 
               
               
                 silt_15_30 cm_Q0.95 
                 95th percentile of the 
               
               
                   
                 proportion of silt particles (≥0.002 
               
               
                   
                 mm and ≤0.05 mm) in the fine earth 
               
               
                   
                 fraction between 15 and 30 cm 
               
               
                 silt_30_60 cm_Q0.95 
                 95th percentile of the 
               
               
                   
                 proportion of silt particles (≥0.002 
               
               
                   
                 mm and ≤0.05 mm) in the fine earth 
               
               
                   
                 fraction between 30 and 60 cm 
               
               
                 silt_60_100 cm_Q0.95 
                 95th percentile of the 
               
               
                   
                 proportion of silt particles (≥0.002 
               
               
                   
                 mm and ≤0.05 mm) in the fine earth 
               
               
                   
                 fraction between 60 and 100 cm 
               
               
                 silt_100_200 cm_Q0.95 
                 95th percentile of the 
               
               
                   
                 proportion of silt particles (≥0.002 
               
               
                   
                 mm and ≤0.05 mm) in the fine earth 
               
               
                   
                 fraction between 100 and 200 cm 
               
               
                   
               
            
           
         
       
     
     In compliance with the statute, embodiments of the invention have been described in language more or less specific as to structural and methodical features. It is to be understood, however, that the entire invention is not limited to the specific features and/or embodiments shown and/or described, since the disclosed embodiments comprise forms of putting the invention into effect.