cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5067/mk0bq0w0o973
title: SMEX03 Aircraft Polarimetric Scanning Radiometer (PSR) Data, Alabama, Version 1
DOI: 10.5067/o4h3c4v9k5mr
title: SMEX03 Little River Micronet Soil Moisture Data: Georgia, Version 1
DOI: 10.5067/b9it2pcyaqbl
title: SMEX03 Landsat Thematic Mapper NDVI and NDWI: Georgia, Version 1
DOI: 10.5067/ql4himu3tq3u
title: SMEX03 Landsat Thematic Mapper Imagery: Alabama, Version 1
DOI: 10.5067/8kjfn9xov23m
title: SMEX03 Landsat Thematic Mapper NDVI and NDWI: Oklahoma, Version 1
DOI: 10.5067/droj79m0dges
title: SMEX03 QuikSCAT/SeaWinds Backscatter Data, Alabama, Version 1
DOI: 10.5067/yli4rkvmwfb3
title: SMEX03 SSM/I Brightness Temperature Data, Alabama, Version 1
DOI: 10.5067/r2sh2unz3d0u
title: SMEX03 Ancillary Soil Characteristics Data, Alabama, Version 1
DOI: 10.5067/kupsunbzq3zq
title: SMEX04 QuikSCAT/SeaWinds Backscatter Data: Sonora, Version 1
DOI: 10.5067/r5li5ya9x8lv
title: SMEX04 Landsat Thematic Mapper Imagery, Arizona, Version 1
DOI: 10.5067/t6vjrvt9s5il
title: SMEX03 Site Photographs, Alabama, Version 1
DOI: 10.5067/bh1pi8hk3auu
title: SMEX03 Surface Roughness Data, Alabama, Version 1
DOI: 10.5067/yvqtpsf4vz9n
title: SMEX03 Vegetation Data: Alabama, Version 1
DOI: 10.5067/7zgthvzfaidt
title: SMEX03 ENVISAT ASAR Data, Alabama, Version 1
DOI: 10.5067/kpf4rz8pfpz0
title: SMEX03 Land Use Classification Data: Georgia, Version 1
DOI: 10.5067/zbh68d2zj3jk
title: SMEX03 Land Use Classification Data: Oklahoma, Version 1
DOI: 10.5067/88hriquyp6vo
title: SMEX03 Geolocation Information: Oklahoma, Version 1
DOI: 10.5067/o2jkaw74eym2
title: SMEX03 Geolocation Information: Georgia, Version 1
DOI: 10.5067/m9bdx5oomts2
title: SMEX03 Soil Texture Data: Alabama, Version 1
DOI: 10.5067/qyk7u1x3vcj0
title: SMEX03 Vegetation Water Content: Oklahoma, Version 1
DOI: 10.5067/z4szknlqfdg1
title: SMEX03 Airborne Synthetic Aperture Radar (AIRSAR) Data: Oklahoma, Version 1
DOI: 10.5067/a2znq4mehdz2
title: SMEX03 AMSR-E Daily Gridded Soil Moisture and Brightness Temperatures, Alabama, Version 1
DOI: 10.5067/pyfl4j9nl4jk
title: SMEX03 Rain Gauge Data: Georgia, Version 1
DOI: 10.5067/ea7rcfxyb29l
title: SMEX03 Soil Moisture, Meteorological, and Vegetation Data: Brazil, Version 1
DOI: 10.5067/1wj3uhp5yt3l
title: SMEX03 ALMNet and SCAN Soil Moisture Data: Alabama, Version 1
DOI: 10.5067/7sdx1pwyvvei
title: SMEX04 Bulk Density and Rock Fraction Data: Arizona, Version 1
DOI: 10.5067/9hihyakom46r
title: SMEX04 Bulk Density and Rock Fraction Data: Sonora, Version 1
DOI: 10.17632/jrf9z3tdhv.1
title: Physicochemical properties and soluble whey protein composition of local and imported commercial UHT milk in China

description: Table S1. Label information for samples
Table S2. Identified milk whey proteins of local and imported commercial UHT milk in China
Fig S1. Gene Ontology of conserved and differential proteins
Fig S2. Protein networks of conserved and differential proteins
DOI: 10.5067/ieqwcc4vqxl6
title: SMEX04 Walnut Gulch Experimental Watershed Soil Moisture Data: Arizona, Version 1
DOI: 10.5067/wm2a4fx7l9oc
title: SMEX04 Regional Soil Moisture Data: Arizona, Version 1
DOI: 10.6084/m9.figshare.27947714
title: Manager and waterbody user perspectives on watercraft decontamination and aquatic invasive species prevention actions in Wisconsin

description: Vander Woude TM, Campbell TB, Engleson M. 2024. Manager and waterbody user perspectives on watercraft decontamination and aquatic invasive species prevention actions in Wisconsin. Lake Reserv Manage. 40:426–439. As new technology becomes available, property owners and lake associations in the US Great Lakes region have called for “bigger and better” watercraft cleaning and decontamination equipment designed to enhance the removal of harmful aquatic invasive species (AIS). Some Great Lakes communities have passed ordinances requiring the use of AIS removal equipment similar to those in place elsewhere in the United States. While boater attitudes about “Clean, Drain, Dry” procedures to prevent the spread of AIS are well researched, knowledge of attitudes about newer decontamination tools and related policies is lacking. We examined manager perspectives using interviews (<i>n</i>  = 11) and water user perspectives using an electronic survey (<i>n</i> = 1048) covering Wisconsin and visitors from several adjacent states (Illinois, Iowa, Michigan). Water resource managers and lake organization board members identified practical barriers and policy limitations, including lack of statewide guidance and lack of enforcement of current regulations, as barriers to the installation of boat cleaning equipment at local boat launches. Overall, our sample of lake and river users, including boaters and nonboaters, supported steps to prevent the spread of AIS and protect their recreational experience, including changes to boat cleaning and decontamination regulations, monitoring, enforcement, and funding mechanisms such as user fees. With the findings of this study in mind, further work by Great Lakes entities is necessary to apply watercraft cleaning and decontamination science and policy to the needs of the region and its abundant freshwater resources.
DOI: 10.6084/m9.figshare.27947714.v1
title: Manager and waterbody user perspectives on watercraft decontamination and aquatic invasive species prevention actions in Wisconsin

description: Vander Woude TM, Campbell TB, Engleson M. 2024. Manager and waterbody user perspectives on watercraft decontamination and aquatic invasive species prevention actions in Wisconsin. Lake Reserv Manage. 40:426–439. As new technology becomes available, property owners and lake associations in the US Great Lakes region have called for “bigger and better” watercraft cleaning and decontamination equipment designed to enhance the removal of harmful aquatic invasive species (AIS). Some Great Lakes communities have passed ordinances requiring the use of AIS removal equipment similar to those in place elsewhere in the United States. While boater attitudes about “Clean, Drain, Dry” procedures to prevent the spread of AIS are well researched, knowledge of attitudes about newer decontamination tools and related policies is lacking. We examined manager perspectives using interviews (<i>n</i>  = 11) and water user perspectives using an electronic survey (<i>n</i> = 1048) covering Wisconsin and visitors from several adjacent states (Illinois, Iowa, Michigan). Water resource managers and lake organization board members identified practical barriers and policy limitations, including lack of statewide guidance and lack of enforcement of current regulations, as barriers to the installation of boat cleaning equipment at local boat launches. Overall, our sample of lake and river users, including boaters and nonboaters, supported steps to prevent the spread of AIS and protect their recreational experience, including changes to boat cleaning and decontamination regulations, monitoring, enforcement, and funding mechanisms such as user fees. With the findings of this study in mind, further work by Great Lakes entities is necessary to apply watercraft cleaning and decontamination science and policy to the needs of the region and its abundant freshwater resources.
DOI: 10.5067/yblku59ya7ks
title: SMEX04 Soil Climate Analysis Network (SCAN) Data: Arizona, Version 1
DOI: 10.5067/adeos-ii/amsr/aa_l2a.001
title: AMSR/ADEOS-II L2A Global Swath Spatially-Resampled Brightness Temperatures, Version 1
DOI: 10.5519/qd.y78qyabg
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (15 records)
DOI: 10.5067/amsr-e/ae_5dsno.002
title: AMSR-E/Aqua 5-Day L3 Global Snow Water Equivalent EASE-Grids, Version 2
DOI: 10.5067/amsr-e/ae_dyocn.002
title: AMSR-E/Aqua Daily L3 Global Ascending/Descending .25x.25 deg Ocean Grids, Version 2
DOI: 10.5067/amsr-e/ae_land.002
title: AMSR-E/Aqua L2B Surface Soil Moisture, Ancillary Parms, & QC EASE-Grids, Version 2
DOI: 10.5067/amsr-e/ae_land3.002
title: AMSR-E/Aqua Daily L3 Surface Soil Moisture, Interpretive Parameters, & QC EASE-Grids, Version 2
DOI: 10.5067/amsr-e/ae_moocn.002
title: AMSR-E/Aqua Monthly L3 Global Ascending/Descending .25x.25 deg Ocean Grids, Version 2
DOI: 10.5067/amsr-e/ae_mosno.002
title: AMSR-E/Aqua Monthly L3 Global Snow Water Equivalent EASE-Grids, Version 2
DOI: 10.5067/amsr-e/ae_ocean.002
title: AMSR-E/Aqua L2B Global Swath Ocean Products derived from Wentz Algorithm, Version 2
DOI: 10.5067/amsr-e/ae_rain.002
title: AMSR-E/Aqua L2B Global Swath Rain Rate/Type GSFC Profiling Algorithm, Version 2
DOI: 10.5067/amsr-e/ae_rain.003
title: AMSR-E/Aqua L2B Global Swath Surface Precipitation GSFC Profiling Algorithm, Version 3
DOI: 10.5067/amsr-e/ae_rngd.002
title: AMSR-E/Aqua Monthly L3 5x5 deg Rainfall Accumulations, Version 2
DOI: 10.5067/amsr-e/ae_si12.002
title: AMSR-E/Aqua Daily L3 12.5 km Brightness Temperature, Sea Ice Concentration, & Snow Depth Polar Grids, Version 2
DOI: 10.5067/amsr-e/ae_si25.002
title: AMSR-E/Aqua Daily L3 25 km Brightness Temperature & Sea Ice Concentration Polar Grids, Version 2
DOI: 10.5281/zenodo.14238701
title: MosqVision-3K: A Balanced Multi-Source Dataset of 3,000 Annotated Images for Culex, Anopheles, and Aedes Mosquito Species Classification

description: Comprehensive Mosquito Species Image Dataset for Machine LearningDescription:This dataset is a meticulously curated collection of high-quality images featuring three major mosquito species: Culex, Anopheles, and Aedes. These species are significant vectors for transmitting vector-borne diseases such as malaria, dengue, and Zika. The dataset has been compiled to support research and development in entomology, vector-borne disease control, and image recognition.With 3,000 images in total, the dataset is structured to ensure a balanced representation of the three species, each having 1,000 images. Images were sourced from four reputable platforms, including MosquitoAlert.com, Mendeley Data, IEEE DataPort, and the Dryad Digital Repository. These sources ensure a comprehensive and diverse representation of mosquito appearances, including variations in morphology, lighting conditions, and orientations.

The dataset is organized into directories for each species, making it easy to integrate into machine learning workflows for tasks like species identification and classification. The collection also includes metadata and annotations to enhance usability.

Key Features:



Species Represented:



Culex

Anopheles

Aedes



Total Images: 3,000 (1,000 images per species)

Image Sources:



MosquitoAlert.com (1,234 images)

Mendeley Data (876 images)

IEEE DataPort (748 images)

Dryad Digital Repository (600 images)




- Image Annotations: Metadata and species labels are included for enhanced usability.

Applications:This dataset is ideal for a variety of applications, including:



Training machine learning models for mosquito species identification.

Developing computer vision algorithms for pest control and public health.


- Enhancing vector control strategies to mitigate disease spread.

Data Structure:The dataset is organized as follows:

Mosquito_Dataset/  
├── Anopheles/  
│   ├── img_001.jpg  
│   ├── img_002.jpg  
│   └── ...  
├── Aedes/  
│   ├── img_001.jpg  
│   ├── img_002.jpg  
│   └── ...  
└── Culex/  
   ├── img_001.jpg  
   ├── img_002.jpg  
   └── ...  


 

Acknowledgments:We acknowledge the following data sources for their contributions:





MosquitoAlert.com

Mendeley Data

IEEE DataPort

 Dryad Digital Repository
DOI: 10.5281/zenodo.14341320
title: Dataset for "Multidimensional library for the improved identification of per- and polyfluoroalkyl substances (PFAS)"

description: Dataset associated with the article, "Multidimensional library for the improved identification of per- and polyfluoroalkyl substances (PFAS)." Includes reversed-phase liquid chromatography retention times, collision cross section (CCS) values, and m/z ratios for 175 PFAS and their resulting 281 ion types in positive and negative modes with electrospray ionization (ESI) and atmospheric pressure chemical ionization (APCI) sources.

To use the library, select the "LC-IMS-MS Library as of Joseph et al." .xlsx file and choose the sheet which most accurately reflects your ionization method and mode, then copy and paste columns B-G, including column headers listed in row 4. 

To view newly added molecules to previously published datasets, their associated ions in both positive and negative modes, noted along with the RT and CCS values as well as precursor m/z, CAS number, PubChem CID, SMILES, full name, molecule group and vendor of the standard, select the "New Additions to PFAS Library" .xlsx workbook. 

The "Single Field Template" .xlsx file provides an example fillable workbook used to calculate CCS values from extracted drift times.
DOI: 10.5281/zenodo.14341321
title: Dataset for "Multidimensional library for the improved identification of per- and polyfluoroalkyl substances (PFAS)"

description: Dataset associated with the article, "Multidimensional library for the improved identification of per- and polyfluoroalkyl substances (PFAS)." Includes reversed-phase liquid chromatography retention times, collision cross section (CCS) values, and m/z ratios for 175 PFAS and their resulting 281 ion types in positive and negative modes with electrospray ionization (ESI) and atmospheric pressure chemical ionization (APCI) sources.

To use the library, select the "LC-IMS-MS Library as of Joseph et al." .xlsx file and choose the sheet which most accurately reflects your ionization method and mode, then copy and paste columns B-G, including column headers listed in row 4. 

To view newly added molecules to previously published datasets, their associated ions in both positive and negative modes, noted along with the RT and CCS values as well as precursor m/z, CAS number, PubChem CID, SMILES, full name, molecule group and vendor of the standard, select the "New Additions to PFAS Library" .xlsx workbook. 

The "Single Field Template" .xlsx file provides an example fillable workbook used to calculate CCS values from extracted drift times.
DOI: 10.5067/amsr-e/ae_si6.002
title: AMSR-E/Aqua Daily L3 6.25 km 89 GHz Brightness Temperature Polar Grids, Version 2, Version 2
DOI: 10.5067/amsr-e/ae_si6.003
title: AMSR-E/Aqua Daily L3 6.25 km 89 GHz Brightness Temperature Polar Grids, Version 3
DOI: 10.5067/amsr-e/ae_sid.001
title: AMSR-E/Aqua Daily L3 6.25 km Sea Ice Drift Polar Grids, Version 1
DOI: 10.5067/amsr-e/ae_wkocn.002
title: AMSR-E/Aqua Weekly L3 Global Ascending/Descending .25x.25 deg Ocean Grids, Version 2
DOI: 10.5067/adeos-ii/amsr/amsr-l1a.002
title: AMSR/ADEOS-II L1A Raw Observation Counts, Version 2
DOI: 10.5067/adeos-ii/amsr/amsr-l1a.003
title: AMSR/ADEOS-II L1A Raw Observation Counts, Version 3
DOI: 10.5067/amsr-e/amsrel1a.002
title: AMSR-E/Aqua L1A Raw Observation Counts, Version 2
DOI: 10.5067/amsr-e/amsrel1a.003
title: AMSR-E/Aqua L1A Raw Observation Counts, Version 3
DOI: 10.5067/aquarius/aq2_sm.002
title: Aquarius L2 Swath Single Orbit Soil Moisture, Version 2
DOI: 10.17632/cd47mk4rpg.1
title: Central bank digital currency adoption dataset

description: Central bank digital currency adoption dataset
DOI: 10.5067/aquarius/aq2_sm.004
title: Aquarius L2 Swath Single Orbit Soil Moisture, Version 4
DOI: 10.5067/pvi6jri0r35w
title: Co-Registered AMSR-E, QuikSCAT, and WMO Data, Version 1
DOI: 10.5067/jikqz6wo5c5m
title: Daily Global Land Surface Parameters Derived from AMSR-E, Version 1
DOI: 10.5067/imy6yzme24mc
title: SMEX05 Multispectral Radiometer Data: Iowa, Version 1
DOI: 10.5067/0ykz96x6nizj
title: SMEX05 Soil Moisture Network Data: Iowa, Version 1
DOI: 10.5067/29zpo53f09na
title: SMEX05 Meteorological Network Data: Iowa, Version 1
DOI: 10.5067/ttxrbcd9vd3w
title: AMSRIce06 Aerial Photographs, Version 1
DOI: 10.5067/urz6apd2yr02
title: AMSRIce06 Airborne Topographic Mapper (ATM) Lidar Data, Version 1
DOI: 10.5067/k0y3wjilzo5y
title: Wakasa Bay Weather Forecast Maps, Version 1
DOI: 10.5067/mes22dnfs3o8
title: Enhanced-Resolution SSM/I and AMSR-E Daily Polar Brightness Temperatures, Version 1
DOI: 10.5067/drbucpp37t2x
title: MEaSUREs Global Record of Daily Landscape Freeze/Thaw Status, Version 1
DOI: 10.5067/sfby6q6jys3l
title: AMSR-E/Aqua Monthly Global Microwave Land Surface Emissivity, Version 1
DOI: 10.5067/bz0wmhd7u5kw
title: SMEX03 Two-Dimensional Synthetic Aperture Radiometer (2D-STAR) Brightness Temperatures, Georgia, Version 1
DOI: 10.5067/6gmw84fux08x
title: SMEX03 Two-Dimensional Synthetic Aperture Radiometer (2D-STAR) Brightness Temperatures, Oklahoma, Version 1
DOI: 10.5067/h9i88x3dqd7s
title: SMEX03 AMSR-E Daily Gridded Soil Moisture and Brightness Temperatures, Georgia, Version 1
DOI: 10.17632/x936mcx5wr.1
title: Fiscal Policy, Institutional Quality, and Inequality

description: The study examined the effect of fiscal policy on income inequality and whether institutional quality matters given heterogeneity in fiscal policy approach and income redistribution among different countries. We use the Gini coefficient from the Sweiss Standardised Income Inequality Database (SWIID). It measures disposable income (income after tax) among individuals. The scale ranges from 0 (perfect equality) to 100 (perfect inequality). We used tax revenue (% of GDP) minus government spending (% of GDP) as a measure of fiscal policy. We calculated it using data from the World Bank World Development Indicators. We use an average of the six composite governance indicators—voice of accountability, political stability and absence of violence or terrorism, government effectiveness, regulatory quality, rule of law, and control of corruption—from the World Bank World Governance Indicators to comprehensively measure the efficiency and effectiveness of a country's formal institutions. We use growth and trade as control variables due to their potential redistributive effects. The World Bank World Development Indicators measure economic growth through the annual GDP growth rate. Another control variable is trade. We measure trade using the World Bank World Development Indicators data, calculating total exports and imports as a percentage of GDP. 

We used 21 countries from 1996 to 2022. The study included countries with high institutional quality and others with low institutional quality. The results show that strong institutions generally bolster the reduction of income inequality through expansionary fiscal policy. The individual country effects show varied results across countries with weak and strong institutions. This shows that the relationship between fiscal policy, institutional quality, and income inequality is affected by differences in how fiscal policy is applied and whether institutional quality puts efficiency ahead of redistribution.
DOI: 10.5067/z9ip0d115yal
title: SMEX03 AMSR-E Daily Gridded Soil Moisture and Brightness Temperatures, Oklahoma, Version 1
DOI: 10.5067/nimbus/nmidcs3g
title: Nimbus Image Dissector Camera System Remapped Visible Imagery Daily L3, GeoTIFF, Version 1
DOI: 10.5067/nimbus/nmidcs3h
title: Nimbus Image Dissector Camera System Remapped Visible Imagery Daily L3, HDF5, Version 1
DOI: 10.5067/yl62fuzlajut
title: AMSR-E/Aqua L2A Global Swath Spatially-Resampled Brightness Temperatures, Version 4
DOI: 10.5067/3jupy6pahhcp
title: AMSR-E/Aqua L2B Surface Soil Moisture, Ancillary Parms, & QC EASE-Grids, Version 3
DOI: 10.5067/ir85tkb5blm3
title: AMSR-E/Aqua L2B Global Swath Surface Precipitation GSFC Profiling Algorithm, Version 4
DOI: 10.5067/gb6fz0upcogp
title: Aquarius L2 Swath Single Orbit Soil Moisture, Version 5
DOI: 10.5067/cdni7ng92ehp
title: Aquarius L3 Gridded 1-Degree Annual Soil Moisture, Version 5
DOI: 10.5067/ptkxkse28xyn
title: Aquarius L3 Gridded 1-Degree Daily Soil Moisture, Version 5
DOI: 10.5067/ov4r18nl3bqr
title: Aquarius L3 Weekly Polar-Gridded Landscape Freeze/Thaw Data, Version 5
DOI: 10.5067/o19khw22c685
title: Aquarius L3 Gridded 1-Degree Monthly Soil Moisture Climatology, Version 5
DOI: 10.5067/mjceuow1h6on
title: Aquarius L3 Gridded 1-Degree Monthly Soil Moisture, Version 5
DOI: 10.5067/fudm43xo9tde
title: Aquarius L3 Gridded 1-Degree Seasonal Soil Moisture Climatology, Version 5
DOI: 10.5067/o6j9l5jkd5yr
title: Aquarius L3 Gridded 1-Degree Seasonal Soil Moisture, Version 5
DOI: 10.5067/20d8ks7yazp4
title: SMEX03 AMSR-E Daily Gridded Soil Moisture and Brightness Temperatures, Brazil, Version 1
DOI: 10.5067/o4nothle2f1v
title: SMEX04 Vegetation Water Content Data, Sonora, Version 1
DOI: 10.5067/zx0ga2tywnx4
title: SMEX04 Aircraft Polarimetric Scanning Radiometer (PSR) Data, Sonora, Version 1
DOI: 10.5067/bmx7ajzshxkx
title: SMEX04 Surface Roughness Data, Sonora, Version 1
DOI: 10.3886/e212863
title: Serving on a school board, 2019-2023

description: Local school governance has evolved in structure and influence over the last century. Today, school governance as an accessible, responsive, and effective democratic institution providing high quality educational outcomes relies on specific political and civic conditions in the broader society that are presently under duress. This multidisciplinary, descriptive-interpretive interview study centers the perspectives of diverse school board members across a range of Ohio districts regarding how they navigated conditions of political and cultural conflict during the 2019-2023 term. Board members’ perspectives reveal strengths of the institution, including the communal stewardship of shared resources and values in raising and educating healthy children. Their perspectives of school board service also reveal vulnerabilities of local control governance, including the multiple barriers to board service and functioning in the present political and cultural environment.
DOI: 10.3886/e212863v1
title: Serving on a school board, 2019-2023

description: Local school governance has evolved in structure and influence over the last century. Today, school governance as an accessible, responsive, and effective democratic institution providing high quality educational outcomes relies on specific political and civic conditions in the broader society that are presently under duress. This multidisciplinary, descriptive-interpretive interview study centers the perspectives of diverse school board members across a range of Ohio districts regarding how they navigated conditions of political and cultural conflict during the 2019-2023 term. Board members’ perspectives reveal strengths of the institution, including the communal stewardship of shared resources and values in raising and educating healthy children. Their perspectives of school board service also reveal vulnerabilities of local control governance, including the multiple barriers to board service and functioning in the present political and cultural environment.
DOI: 10.5067/j6aiod4ftlfl
title: SMEX04 Vegetation Data, Sonora, Version 1
DOI: 10.5067/wrj9vohaqx1u
title: SMEX03 Aircraft Polarimetric Scanning Radiometer (PSR) Data, Georgia, Version 1
DOI: 10.5067/gv0uav142xp3
title: SMEX03 SSM/I Brightness Temperature Data, Georgia, Version 1
DOI: 10.5067/sobrfx0niea6
title: SMEX03 SSM/I Brightness Temperature Data, Oklahoma, Version 1
DOI: 10.5067/ph1wl436u95h
title: SMEX03 SSM/I Brightness Temperature Data, Brazil, Version 1
DOI: 10.5067/5rsol3f0vbbo
title: SMEX04 Landsat Thematic Mapper Imagery, Sonora, Version 1
DOI: 10.5067/9370eevw0jxa
title: SMEX04 Terra MODIS Data, Sonora, Version 1
DOI: 10.17632/fcwryvjy99.1
title: Central bank digital currency adoption dataset

description: Central bank digital currency adoption dataset
DOI: 10.5067/uiz52mph8ozt
title: SMEX04 Site Photographs, Sonora, Version 1
DOI: 10.5067/7v11hr4qx27s
title: SMEX04 Two-Dimensional Synthetic Aperture Radiometer (2D-STAR) Brightness Temperatures, Sonora, Version 1
DOI: 10.5067/b19ytonhj8m8
title: SMEX03 Surface Roughness Data, Georgia, Version 1
DOI: 10.5067/71ntnjd76zzo
title: SMEX03 Surface Roughness Data, Oklahoma, Version 1
DOI: 10.5067/d5azzmj1lo05
title: SMEX04 Landsat TM/ETM+ NDVI and NDWI, Sonora, Version 1
DOI: 10.5067/l1uafntvczgx
title: SMEX03 Ancillary Soil Characteristics Data, Georgia, Version 1
DOI: 10.5067/qf7vbmuakbvp
title: SMEX03 Ancillary Soil Characteristics Data, Oklahoma, Version 1
DOI: 10.5067/79o9uhdq43ci
title: SMEX03 Site Photographs, Georgia, Version 1