AndreaBozzo/ceres-open-data-index huggingface dataset:
GIS shapefile: Broward and Miami-Dade Counties, Florida irrigated agricultural land-use from January 2019 through February 2021

This data set consists of a digital map of the extent of fields and a summary of the irrigated acreage for the period between January 2019 and February 2021 compiled for Broward and Miami-Dade Counties, Florida. Attributes for each field include a general or specific crop type, irrigation system, and primary water source for irrigation.

Tags: boundaries, crop-type, environment, farming, florida-department-of-agriculture-and-consumer-services, groundwater, image-collections-aerial-photography, irrigation-type, landuse, landuse-classification-codes, south-florida-water-management-district, surface-water, usgs-5d7a541fe4b0c4f70d02a1b5
Organization: Department of the Interior
Swath bathymetry data collected in the Cache Slough Complex and the Sacramento River Deep Water Ship Channel, California, during field activity 2018-684-FA

Bathymetry data were collected during a 2018 swath survey in the Cache Slough Complex and the Sacramento River Deep Water Ship Channel, California. Data were collected by the U.S. Geological Survey (USGS) during USGS field activity 2018-684-FA, using interferometric bathymetric sidescan sonar systems mounded to the USGS R/V San Lorenzo and the R/V Kelpfly. The bathymetry data and a shaded-relief version are provided as GeoTIFF images.

Tags: bathymetry, bathymetry-and-elevation, bathymetry-measurement, cache-slough, cache-slough-complex, cmhrp, coastal-and-marine-hazards-and-resources-program, elevation, field-observation, geoscientificinformation, geospatial-datasets, marine-geophysics, multibeam-sonar, pacific-coastal-and-marine-science-center, pcmsc, sacramento-river, sacramento-river-deep-water-ship-channel, sacramento-san-joaquin-delta, san-joaquin-river, sea-floor-characteristics, seabed, state-of-california, u-s-geological-survey, usgs, usgs-5d78118ee4b0c4f70d020cdf
Organization: Department of the Interior
Landsat Burned Area Products Data Release (ver. 3.0, March 2022)

The U.S. Geological Survey (USGS) has developed and implemented an algorithm that identifies burned areas in temporally-dense time series of Landsat Analysis Ready Data (ARD) scenes to produce the Landsat Burned Area Products. The algorithm makes use of predictors derived from individual ARD Landsat scenes, lagged reference conditions, and change metrics between the scene and reference conditions. Scene-level products include pixel-level burn probability (BP) and burn classification (BC) images, corresponding to each Landsat image in the ARD time series. Annual composite products are also available by summarizing the scene level products. Prior to generating annual composites, individual scenes that had &gt; 0.010 burned proportion were visually assessed as part of a quality assurance check. Scenes with obvious commission errors were removed. The annual products include the maximum burn probability (BP), burn classification count (BC) or the number of scenes a pixel was classified as burned, filtered burn classification (BF) with burned areas persistent from the previous year removed, and the burn date (BD) or the Julian date of the first Landsat scene a burned areas was observed in. Vectorized versions of the BF raster are also provided as shapefiles (BF_labeled) with attributes including summary statistics of BC, BD, BP, as well as the majority level 3 ecoregion (Omernik and Griffith, 2014) and count of pixels by each National Land Cover Database Category (Vogelmann et al., 2001; Yang et al., 2018) for each burned area polygon. These products were generated for the conterminous United States for 1984 through 2019 individually for Landsat TM (5), Landsat ETM+ (7), OLI/TIRS (8), and for all sensors combined. The products for each sensor combination and year are contained in a compressed tar file are available through the USGS Science Base Catalog (https://doi.org/10.5066/P9QKHKTQ) and also at https://gec.cr.usgs.gov/outgoing/baecv/LBA/LBA_CU_C01_V01/ Additional details about the algorithm used to generate these products are described in Hawbaker, T.J., Vanderhoof, M.K., Schmidt, G.L., Beal, Y, Takacs, J.D., Falgout, J.T., Picotte, J.J., and Dwyer, J.L. 2020. The Landsat Burned Area algorithm and products for the conterminous United States. Remote Sensing of Environment, Vol. 244, https://doi.org/10.1016/j.rse.2020.111801

Tags: burned-area, landsat, prescribed-fire, usgs-5d780530e4b0c4f70d020ca0, wildfire, wildland-fire
Organization: Department of the Interior
Thermal infrared images and direct temperature measurements of groundwater discharge zones throughout the Farmington River watershed (Connecticut and Massachusetts)

Areas of groundwater discharge are hydrologically and ecologically important, and yet are difficult to predict at the river network scale. Thermal infrared imagery can be used to identify areas of groundwater discharge based on an observed temperature anomaly (colder during the late summer or warmer during the late winter). The thermal images, direct temperature measurements (11 cm depth) and discharge zone (seep) location information in this data release were collected as part of a study to evaluate and improve predicted spatial patterns of groundwater discharge. The data were collected during the late summer / early fall of 2017 along selected river reaches in the Farmington River watershed (Connecticut and Massachusetts). 
This dataset contains 4 files. 
1) Images.zip is a zipped directory containing thermal infrared and real color images. 
2) Image_Details.csv contains attribute information for each thermal image.
3) ScannedReaches.shp is a shapefile indicating the river reaches that were surveyed.
4) Seeps.shp is a shapefile of groundwater seep locations and attributes that were identified during the fieldwork.

Tags: connecticut, farmington-river, geoscientificinformation, groundwater, groundwater-and-surface-water-interaction, hydrology, infrared-imaging, inlandwaters, massachusetts, surface-water-non-marine, usgs-5d7804a1e4b0c4f70d020c97
Organization: Department of the Interior
Vegetation, topography and sediment quality in the Lower Virgin River 2010-2012

Plant composition, geomorphic conditions and sediment properties before (2010) and after (2012) a 40 year return period flood (December 2010) at multiple transects within four reaches in the lower Virgin River, Nevada. The data contains four .csv files: localization (UTM coordinates of the transects), vegetation and geomorphology, species codes and sediment quality

Tags: arizona, biota, braided-channel, channel-widening, disturbance, large-flood, nevada, resilience, tamarix, usgs-5d77fd59e4b0c4f70d020c51
Organization: Department of the Interior
Active channel in the Lower Virgin River before and after a 40 yr flood (December 2010)

Active channel as defined by remote sensing before (2010 and after (2011) a 40 year return period flood (December 2010) within the lower Virgin River, Nevada.

Tags: active-channel, arizona, biota, lidar, nevada, orthophotography, remote-sensing, usgs-5d77fcf2e4b0c4f70d020c48, virgin-river
Organization: Department of the Interior
Attributes for NHDPlus Version 2.1 Flowlines for the Conterminous United States: 2010 Public supply fresh water withdrawals, weighted by 2013 population served.

This metadata record describes estimates of public supply water withdrawals for 2010, weighted by the population served in 2013. Data were compiled for two spatial components of the NHDPlus version 2 data suite (NHDPlusv2) for the conterminous United States; 1) individual reach catchments and 2) reach catchments accumulated upstream through the river network. This dataset can be linked to the NHDPlus version 2 data suite by the unique identifier COMID. Reach catchment information characterizes data at the local scale. Reach catchments accumulated upstream through the river network characterizes cumulative upstream conditions. Network-accumulated values are computed using two methods, 1) divergence-routed and 2) total cumulative drainage area. Both approaches use a modified routing database to navigate the NHDPlus reach network to aggregate (accumulate) the metrics derived from the reach catchment scale. (Schwarz and Wieczorek, 2018).

Tags: groundwater-withdrawal, surface-water-withdrawal, water-use, withdrawal
Organization: Department of the Interior
Time-Domain Electromagnetic Data Used in the Assessment of the Freshwater/Saline-Water Transition Zone within the Hueco Bolson, Fort Bliss Area, El Paso, Texas 2017-2019

Declining groundwater levels in the Hueco Bolson have raised concerns about the amount of available groundwater and the potential for water-quality changes.  Fresh groundwater stored in the aquifer is bordered by regions of brackish-to-saline groundwater, and as the water levels in the Hueco Bolson have declined the local and regional hydraulic gradients have been altered such that the brackish-to-saline groundwater regions have encroached upon and degraded the quality of the freshwater zones (Hibbs 1999; Heywood and Yager, 2003).  To help delineate the freshwater and saline groundwater transition zone, 20 time-domain electromagnetic soundings were collected to provide resistivity structure data in the area.  This dataset consists of all collected raw data as well as processed results for each sounding.

Tags: el-paso, electromagnetic, fort-bliss, geologic, hueco-bolson-aquifer, hydrogeologic, resistivity, texas, time-domain, usgs-5d77dfa0e4b0c4f70d020a11
Organization: Department of the Interior
Contours--Offshore of San Francisco, California

This part of DS 781 presents data for the bathymetric contours for several seafloor maps of the Offshore of San Francisco map area, California. The vector data file is included in "Contours_OffshoreSanFrancisco.zip," which is accessible from https://pubs.usgs.gov/ds/781/OffshoreSanFrancisco/data_catalog_OffshoreSanFrancisco.html. These data accompany the pamphlet and map sheets of Cochrane, G.R., Johnson, S.Y., Dartnell, P., Greene, H.G., Erdey, M.D., Golden, N.E., Hartwell, S.R., Endris, C.A., Manson, M.W., Sliter, R.W., Kvitek, R.G., Watt, J.T., Ross, S.L., and Bruns, T.R. (G.R. Cochrane and S.A. Cochran, eds.), 2015, California State Waters Map Series—Offshore of San Francisco, California (ver. 1.1, June 2015): U.S. Geological Survey Open-File Report 2015–1068, pamphlet 39 p., 10 sheets, scale 1:24,000, https://dx.doi.org/10.3133/ofr20151068.
10-m interval contours of the Offshore of San Francisco map area, California, were generated from bathymetry data collected by Fugro Pelagos and by California State University, Monterey Bay, Seafloor Mapping Lab (CSUMB). Mapping was completed between 2004 and 2008, using a combination of 400-kHz Reson 7125 and 244-kHz Reson 8101 multibeam echosounders. These mapping missions combined to collect bathymetry from about the 10-m isobath to beyond the 3-nautical-mile limit of California's State Waters. Bathymetric contours at 10-m intervals were generated from the merged 2-m bathymetric surface. The most continuous contour segments were preserved while smaller segments and isolated island polygons were excluded from the final output. Contours were smoothed via a polynomial approximation with exponential kernel (PAEK) algorithm using a tolerance value of 60 m. The contours were then clipped to the boundary of the map area. These data are not intended for navigational purposes.

Tags: bathymetry, bathymetry-and-elevation, cmhrp, coastal-and-marine-hazards-and-resources-program, continental-island-shelf, distributions, environment, geoscientificinformation, geospatial-datasets, imagerybasemapsearthcover, maps-and-atlases, marine-nearshore-subtidal, marine-offshore-subtidal, northern-california-ecoregion, oceans, pacific-coastal-and-marine-science-center, pcmsc, rock-substrate, san-francisco, seafloor-topography, state-of-california, topographic-maps, transform-continental-margin, u-s-geological-survey, unconsolidated-mineral-substrate, usgs, usgs-5d76bdc1-6a93-4272-8c7f-34a86af49fab
Organization: Department of the Interior
AEM processed survey data of the Mississippi Alluvial Plain, November 2018 - February 2019

Airborne electromagnetic (AEM), magnetic, and radiometric data were acquired November 2018 to February 2019 along 16,816 line-kilometers (line-km) over the Mississippi Alluvial Plain (MAP).  Data were acquired by CGG Canada Services, Ltd. with three different helicopter-borne sensors: the CGG Canada Services, Ltd. Resolve frequency-domain AEM instrument that is used to map subsurface geologic structure at depths up to 100 meters, depending on the subsurface resistivity; a Scintrex CS-3 cesium vapor magnetometer that detects changes in deep (hundreds of meters to kilometers) geologic structure based on variations in the magnetic properties of different formations; and a Radiation Solutions RS-500 spectrometer that detects the abundance of natural radioelements potassium, uranium, and thorium in the upper 20-30 cm that is used to determine differences in soil constituents. The survey was flown at a nominal sensor flight height of 30 m above terrain with 6- to 12-kilometer spaced east-west flight lines. The main survey block covers 13,641 line-km, including two north-south tie lines extending the length of the survey. Several rivers were surveyed along their center axes, covering 2,640 line-km (flight line numbers 8010000-8100001 nonsuccessive), and two separate inset grids were flown: (1) Crowley's Ridge in Arkansas with 1.5-km spaced east-west flights for a total of 406 line-km (flight line numbers 24025-24477 nonsuccessive) and (2) University of Memphis focus area in Tennessee with variable line spacing for a total of 129 line-km (flight line numbers 30010-30060 and 39010-39050 nonsuccessive).
This data release includes the averaged and culled AEM data along all flight lines that were used to produce the final resistivity models (https://www.sciencebase.gov/catalog/item/5d76ba5ce4b0c4f70d01ff94). Digital data of the processed soundings are provided and fields are defined in the data dictionary (https://www.sciencebase.gov/catalog/item/5d76bac9e4b0c4f70d01ff9d).

Tags: aeromagnetic-surveying, aeroradiometric-surveying, arkansas, bayou-bartholomew, bayou-meto, boeuf-river, cache-river, coldwater-river, crowleys-ridge, electromagnetic-surveying, electromagnetics, engineering-sciences, environment, geology-geophysics-and-geochemistry-science-center, geophysics, geoscientificinformation, geospatial-datasets, gggsc, groundwater, hydrogeology, illinois, languille-river, louisiana, magnetic-field, magnetics, mississippi, mississippi-alluvial-plain, mississippi-river, mississippi-river-valley-alluvial-aquifer, missouri, mrva, radiometrics, resistivity, saint-francis-river, tallahatchie-river, tennessee, usgs-5d76bac9e4b0c4f70d01ff9d, water-availability-and-use-science-program, water-resources, wausp, yazoo-river
Organization: Department of the Interior
Processed airborne magnetic and radiometric grids of the Mississippi Alluvial Plain, November 2018 - February 2019

Airborne electromagnetic (AEM), magnetic, and radiometric data were acquired November 2018 to February 2019 along 16,816 line-kilometers (line-km) over the Mississippi Alluvial Plain (MAP).  Data were acquired by CGG Canada Services, Ltd. with three different helicopter-borne sensors: the CGG Canada Services, Ltd. Resolve frequency-domain AEM instrument that is used to map subsurface geologic structure at depths up to 100 meters, depending on the subsurface resistivity; a Scintrex CS-3 cesium vapor magnetometer that detects changes in deep (hundreds of meters to kilometers) geologic structure based on variations in the magnetic properties of different formations; and a Radiation Solutions RS-500 spectrometer that detects the abundance of natural radioelements potassium, uranium, and thorium in the upper 20-30 cm that is used to determine differences in soil constituents. The survey was flown at a nominal sensor flight height of 30 m above terrain with 6- to 12-kilometer spaced east-west flight lines. The main survey block covers 13,641 line-km, including two north-south tie lines extending the length of the survey. Several rivers were surveyed along their center axes, covering 2,640 line-km (flight line numbers 8010000-8100001 nonsuccessive), and two separate inset grids were flown: (1) Crowley's Ridge in Arkansas with 1.5-km spaced east-west flights for a total of 406 line-km (flight line numbers 24025-24477 nonsuccessive) and (2) University of Memphis focus area in Tennessee with variable line spacing for a total of 129 line-km (flight line numbers 30010-30060 and 39010-39050 nonsuccessive). 
A total field magnetic anomaly Grid eXchange File (.gxf) grid and a ternary radiometric geotiff image derived from the flight line data are provided (https://www.sciencebase.gov/catalog/item/5d76baaae4b0c4f70d01ff9a). Additional details are provided in the processing steps.

Tags: aeromagnetic-surveying, aeroradiometric-surveying, arkansas, bayou-bartholomew, bayou-meto, boeuf-river, cache-river, coldwater-river, crowleys-ridge, electromagnetic-surveying, electromagnetics, engineering-sciences, environment, geology-geophysics-and-geochemistry-science-center, geophysics, geoscientificinformation, geospatial-datasets, gggsc, groundwater, hydrogeology, illinois, languille-river, louisiana, magnetic-field, magnetics, mississippi, mississippi-alluvial-plain, mississippi-river, mississippi-river-valley-alluvial-aquifer, missouri, mrva, radiometrics, resistivity, saint-francis-river, tallahatchie-river, tennessee, usgs-5d76baaae4b0c4f70d01ff9a, water-availability-and-use-science-program, water-resources, wausp, yazoo-river
Organization: Department of the Interior
AEM inverted resistivity models of the Mississippi Alluvial Plain, November 2018 - February 2019

Airborne electromagnetic (AEM), magnetic, and radiometric data were acquired November 2018 to February 2019 along 16,816 line-kilometers (line-km) over the Mississippi Alluvial Plain (MAP).  Data were acquired by CGG Canada Services, Ltd. with three different helicopter-borne sensors: the CGG Canada Services, Ltd. Resolve frequency-domain AEM instrument that is used to map subsurface geologic structure at depths up to 100 meters, depending on the subsurface resistivity; a Scintrex CS-3 cesium vapor magnetometer that detects changes in deep (hundreds of meters to kilometers) geologic structure based on variations in the magnetic properties of different formations; and a Radiation Solutions RS-500 spectrometer that detects the abundance of natural radioelements potassium, uranium, and thorium in the upper 20-30 cm that is used to determine differences in soil constituents. The survey was flown at a nominal sensor flight height of 30 m above terrain with 6- to 12-kilometer spaced east-west flight lines. The main survey block covers 13,641 line-km, including two north-south tie lines extending the length of the survey. Several rivers were surveyed along their center axes, covering 2,640 line-km (flight line numbers 8010000-8100001 nonsuccessive), and two separate inset grids were flown: (1) Crowley's Ridge in Arkansas with 1.5-km spaced east-west flights for a total of 406 line-km (flight line numbers 24025-24477 nonsuccessive) and (2) University of Memphis focus area in Tennessee with variable line spacing for a total of 129 line-km (flight line numbers 30010-30060 and 39010-39050 nonsuccessive).
This data release includes laterally-constrained inverted depth sections along all flight lines from the AEM data. Digital data of the laterally constrained inversions are provided and fields are defined in the data dictionary (https://www.sciencebase.gov/catalog/item/5d76ba5ce4b0c4f70d01ff94).

Tags: aeromagnetic-surveying, aeroradiometric-surveying, arkansas, bayou-bartholomew, bayou-meto, boeuf-river, cache-river, coldwater-river, crowleys-ridge, electromagnetic-surveying, electromagnetics, engineering-sciences, environment, geology-geophysics-and-geochemistry-science-center, geophysics, geoscientificinformation, geospatial-datasets, gggsc, groundwater, hydrogeology, illinois, languille-river, louisiana, magnetic-field, magnetics, mississippi, mississippi-alluvial-plain, mississippi-river, mississippi-river-valley-alluvial-aquifer, missouri, mrva, radiometrics, resistivity, saint-francis-river, tallahatchie-river, tennessee, usgs-5d76ba5ce4b0c4f70d01ff94, water-availability-and-use-science-program, water-resources, wausp, yazoo-river
Organization: Department of the Interior
GIS shapefile and related summary data describing irrigated agricultural land-use in Citrus, Hernando, Pasco, and Sumter Counties, Florida for 2019

The GIS shapefile and summary tables provide irrigated agricultural land-use for Citrus, Hernando, Pasco, and Sumter Counties, Florida through a cooperative project between the U.S Geological Survey (USGS) and the Florida Department of Agriculture and Consumer Services (FDACS), Office of Agricultural Water Policy. Information provided in the shapefile includes the location of irrigated land field verified for 2019, crop type, irrigation system type, and primary water source used in Citrus, Hernando, Pasco, and Sumter Counties, Florida. A map image of the shapefile is provided in the attachment.

Tags: citrus-county, crop-type, environment, farming, florida, florida-department-of-agriculture-and-consumer-service, groundwater, hernando-county, inlandwaters, irrigation-type, landuse, landuse-classification-codes, orthoimagery, pasco-county, southwest-florida-water-management-district, sumter-county, surface-water, usgs-5d791315e4b0c4f70d021cee
Organization: Department of the Interior