AndreaBozzo/ceres-open-data-index huggingface dataset:
Mattole Monthly BCMv8

This data release contains monthly 270-meter gridded Basin Characterization Model (BCMv8) climate inputs and hydrologic outputs for Mattole (MAT). Gridded climate inputs include: precipitation (ppt), minimum temperature (tmn), maximum temperature (tmx), and potential evapotranspiration (pet). Gridded hydrologic variables include: actual evapotranspiration (aet), climatic water deficit (cwd), snowpack (pck), recharge (rch), runoff (run), and soil storage (str). The units for temperature variables are degrees Celsius, and all other variables are in millimeters. Monthly historical variables from water years 1896 to 2019 are summarized into water year files and long-term average summaries for water years 1981-2010. Four future climate scenarios were spatially downscaled from 6 kilometers to 270 meters, and run through the BCMv8 using the same model parameters. The future climate scenarios are all Representative Concentration Pathway (RCP) 8.5 and include: CanESM2, CNRM-CM5, HadGEM2-ES, and MIROC5 from California's Forth Climate Change Assessment. Future climate scenarios span from water year 2007 to 2099, and monthly variables were summarized by water year and the average 2070 to 2099 period. Streamflow for each calibration basin was calculated using a post processing Excel spreadsheet and BCMv8 recharge and runoff, and are provided in tabular comma separated *.csv files. Raster grids are in the NAD83 California Teale Albers, (meters) projection in an open format ascii text file (*.asc).

Tags: atmospheric-and-climatic-processes, california, climatologymeteorologyatmosphere, environment, evaporation, geoscientificinformation, hydrology, inlandwaters, mathematical-modeling, mattole, permeability, precipitation-atmospheric, snow-and-ice-cover, soil-moisture, streamflow, surface-water-non-marine, transpiration, united-states, usgs-60e6375dd34e2a7685cf64d2, water-budget, water-cycle, water-resources, watershed-management
Organization: Department of the Interior
Santa Clara River Valley Monthly BCMv8

This data release contains monthly 270-meter gridded Basin Characterization Model (BCMv8) climate inputs and hydrologic outputs for Santa Clara River Valley (SCRV). Gridded climate inputs include: precipitation (ppt), minimum temperature (tmn), maximum temperature (tmx), and potential evapotranspiration (pet). Gridded hydrologic variables include: actual evapotranspiration (aet), climatic water deficit (cwd), snowpack (pck), recharge (rch), runoff (run), and soil storage (str). The units for temperature variables are degrees Celsius, and all other variables are in millimeters. Monthly historical variables from water years 1896 to 2019 are summarized into water year files and long-term average summaries for water years 1981-2010. Four future climate scenarios were spatially downscaled from 6 kilometers to 270 meters, and run through the BCMv8 using the same model parameters. The future climate scenarios are all Representative Concentration Pathway (RCP) 8.5 and include: CanESM2, CNRM-CM5, HadGEM2-ES, and MIROC5 from California's Forth Climate Change Assessment. Future climate scenarios span from water year 2007 to 2099, and monthly variables were summarized by water year and the average 2070 to 2099 period. Streamflow for each calibration basin was calculated using a post processing Excel spreadsheet and BCMv8 recharge and runoff, and are provided in tabular comma separated *.csv files. Raster grids are in the NAD83 California Teale Albers, (meters) projection in an open format ascii text file (*.asc).

Tags: atmospheric-and-climatic-processes, california, climatologymeteorologyatmosphere, environment, evaporation, geoscientificinformation, hydrology, inlandwaters, mathematical-modeling, permeability, precipitation-atmospheric, santa-clara-river-valley, snow-and-ice-cover, soil-moisture, streamflow, surface-water-non-marine, transpiration, united-states, usgs-60e63693d34e2a7685cf644a, water-budget, water-cycle, water-resources, watershed-management
Organization: Department of the Interior
San Diego Monthly BCMv8

This data release contains monthly 270-meter gridded Basin Characterization Model (BCMv8) climate inputs and hydrologic outputs for San Diego (SD). Gridded climate inputs include: precipitation (ppt), minimum temperature (tmn), maximum temperature (tmx), and potential evapotranspiration (pet). Gridded hydrologic variables include: actual evapotranspiration (aet), climatic water deficit (cwd), snowpack (pck), recharge (rch), runoff (run), and soil storage (str). The units for temperature variables are degrees Celsius, and all other variables are in millimeters. Monthly historical variables from water years 1896 to 2019 are summarized into water year files and long-term average summaries for water years 1981-2010. Four future climate scenarios were spatially downscaled from 6 kilometers to 270 meters, and run through the BCMv8 using the same model parameters. The future climate scenarios are all Representative Concentration Pathway (RCP) 8.5 and include: CanESM2, CNRM-CM5, HadGEM2-ES, and MIROC5 from California's Forth Climate Change Assessment. Future climate scenarios span from water year 2007 to 2099, and monthly variables were summarized by water year and the average 2070 to 2099 period. Streamflow for each calibration basin was calculated using a post processing Excel spreadsheet and BCMv8 recharge and runoff, and are provided in tabular comma separated *.csv files. Raster grids are in the NAD83 California Teale Albers, (meters) projection in an open format ascii text file (*.asc).

Tags: atmospheric-and-climatic-processes, california, climatologymeteorologyatmosphere, environment, evaporation, geoscientificinformation, hydrology, inlandwaters, mathematical-modeling, permeability, precipitation-atmospheric, san-diego, snow-and-ice-cover, soil-moisture, streamflow, surface-water-non-marine, transpiration, united-states, usgs-60e625fdd34e2a7685cf6396, water-budget, water-cycle, water-resources, watershed-management
Organization: Department of the Interior
Water-quality and streamflow datasets used in Weighted Regressions on Time, Discharge, and Season (WRTDS) models to determine trends in the Nation’s rivers and streams, 1972-2017 (input data)

In 1991, the U.S. Geological Survey (USGS) began a study of more than 50 major river basins across the Nation as part of the National Water-Quality Assessment (NAWQA) project. One of the major goals of the NAWQA project was to determine how river water quality has changed over time. To support that goal, long-term consistent and comparable monitoring has been conducted by the USGS on streams and rivers throughout the Nation. Outside of the NAWQA project, the USGS and other Federal, State, and local agencies also have collected long-term water-quality data to support their own assessments of changing water quality. In 2017, data from these multiple sources were combined to support one of the most comprehensive assessments to date of water-quality trends in the United States (Oelsner and others., 2017; De Cicco and others, 2017). This data release updates these water quality trends, which ended in 2012, with 5 more years of data and now end in 2017.
The three zipped folders below contain the input data used to calibrate the WRTDS trend models for three separate runs on the Yeti supercomputer. The initial run contained the majority of the screened sites and parameters and later runs included additional sites and reruns for sites with corrected data. The output from later runs always superseded earlier runs for any site-parameter combination that was run more than once. The data used in each run is contained in a zipped folder, each of which contains a "data" folder with 2 files and 1 folder with the same beginning part of the filename and same formatting. "WRTDS_2017data...csv" contains discrete water quality data. "WRTDS_2017info...csv" contains site information and model specifications. The folder "flowScaled" contains individual "Q_....csv" files of daily mean streamflow for each trend site. This metadata describes the format of those 3 objects within the zipped folders.

Tags: alkalinity, ammonia, bromide, calcium, chloride, dissolved-organic-carbon, environment, fluoride, magnesium, major-ions, nitrate, nutrient-content-water, orthophosphate-filtered, orthophosphate-unfiltered, particulate-organic-carbon, potassium, puerto-rico, salinity, sodium, specific-conductance, sulfate, suspended-material-water, suspended-sediment-concentration, total-dissolved-solids, total-nitrogen, total-organic-carbon, total-phosphorus, total-suspended-solids, united-states, usgs-60e618acd34e2a7685cf6358, weighted-regressions-on-time-discharge-and-season-wrtds
Organization: Department of the Interior
Los Angeles Monthly BCMv8

This data release contains monthly 270-meter gridded Basin Characterization Model (BCMv8) climate inputs and hydrologic outputs for Los Angeles (LA). Gridded climate inputs include: precipitation (ppt), minimum temperature (tmn), maximum temperature (tmx), and potential evapotranspiration (pet). Gridded hydrologic variables include: actual evapotranspiration (aet), climatic water deficit (cwd), snowpack (pck), recharge (rch), runoff (run), and soil storage (str). The units for temperature variables are degrees Celsius, and all other variables are in millimeters. Monthly historical variables from water years 1896 to 2019 are summarized into water year files and long-term average summaries for water years 1981-2010. Four future climate scenarios were spatially downscaled from 6 kilometers to 270 meters, and run through the BCMv8 using the same model parameters. The future climate scenarios are all Representative Concentration Pathway (RCP) 8.5 and include: CanESM2, CNRM-CM5, HadGEM2-ES, and MIROC5 from California's Forth Climate Change Assessment. Future climate scenarios span from water year 2007 to 2099, and monthly variables were summarized by water year and the average 2070 to 2099 period. Streamflow for each calibration basin was calculated using a post processing Excel spreadsheet and BCMv8 recharge and runoff, and are provided in tabular comma separated *.csv files. Raster grids are in the NAD83 California Teale Albers, (meters) projection in an open format ascii text file (*.asc).

Tags: atmospheric-and-climatic-processes, california, climatologymeteorologyatmosphere, environment, evaporation, geoscientificinformation, hydrology, inlandwaters, los-angeles, mathematical-modeling, permeability, precipitation-atmospheric, snow-and-ice-cover, soil-moisture, streamflow, surface-water-non-marine, transpiration, united-states, usgs-60e61763d34e2a7685cf633c, water-budget, water-cycle, water-resources, watershed-management
Organization: Department of the Interior
Precomputed Percent Forested-Area Rasters Derived from NLCD 2016 in Support of the StreamStats Fire-Hydrology Application, Conterminous United States

The U.S. Geological Survey (USGS) computed rasters of pre-solved values for the watersheds draining to the pixel delineation point representing the watershed's percent forested land cover from the National Land Cover Dataset (NLCD) 2016 data (land cover values 41-43). These values, which cover the conterminous United States at a scale of 30m pixel size, will be served in the National StreamStats Fire-Hydrology application to describe delineated watersheds ( https://streamstats.usgs.gov/ ). The StreamStats application provides access to spatial analysis tools that are useful for water-resources planning and management, and for engineering and design purposes. The map-based user interface can be used to delineate drainage areas, to retrieve basin characteristics, to estimate flow statistics, and more.

Tags: biota, forest-resources, geoscientificinformation, geospatial-datasets, hydrology, land-use-and-land-cover, usgs-60e5a8e7d34e2a7685cf3f33
Organization: Department of the Interior
Chesapeake Bay River Input Monitoring Network 1985-2020: Monthly loads

Nitrogen, phosphorus, and suspended-sediment loads, and changes in loads, in major rivers across the Chesapeake Bay watershed have been calculated using monitoring data from the Chesapeake Bay River Input Monitoring (RIM) Network stations for the period 1985 through 2020. Nutrient and suspended-sediment loads and changes in loads were determined by applying a weighted regression approach called WRTDS (Weighted Regression on Time, Discharge, and Season). The load results represent the total mass of nitrogen, phosphorus, and suspended sediment that was exported from each of the RIM watersheds.

Tags: chesapeake-bay-watershed, delaware, kalman-filtering, load-analysis, maryland, new-york, nitrogen, nutrients, pennsylvania, phosphorus, rivers, suspended-sediment, trends, united-states, usgs-60e49467d34e2a7685ce644f, virginia, washington-dc, water-quality, weighted-regression, west-virginia, wrtds, wrtds-kalman
Organization: Department of the Interior
Early Estimates of Exotic Annual Grass (EAG) in the Sagebrush Biome, USA, July 2021, (ver 2.0, January 2022)

These datasets provide early estimates of 2021 fractional cover for exotic annual grass (EAG) species and a native perennial grass predicted on July 1 using satellite observation data available no later than June 28th. Four fractional cover maps comprise this release, along with the corresponding confidence maps, for: 1) a group of 17 species of EAGs (i.e., Bromus arvensis L., Bromus briziformis, Bromus catharticus Vahl, Bromus commutatus, Bromus diandrus, Bromus hordeaceus L., Bromus hordeaceus spp. hordeaceus, Bromus japonicus, Bromus madritensis L., Bromus madritensis L. ssp. rubens (L.) Duvin, Bromus L., Bromus racemosus, Bromus rubens L., Bromus secalinus L., Bromus tectorum L., Bromus texensis (Shear) Hitchc., and Taeniatherum caput-medusae; 2) cheatgrass (Bromus tectrorum); 3) medusahead (Taeniatherum caput-medusae); and 4) Sandberg bluegrass (Poa secunda ). These datasets were generated leveraging field observations from Bureau of Land Management (BLM) Assessment, Inventory, and Monitoring data (AIM) plots; Harmonized Landsat and Sentinel-2 (HLS) based Normalized Difference Vegetation Index (NDVI) and Normalized Difference Water Index (NDWI); other relevant environmental, vegetation, remotely sensed, and geophysical drivers; and artificial intelligence/machine learning techniques. A total 17,536 AIM plots from years 2016 - 2019 were used to train an ensemble of five-fold regression models using a cross-validation approach (each observation was used as test data once) that developed all the fractional cover maps. The geographic coverage includes arid and semi-arid rangelands in the western U.S.

Tags: annual-grass, annual-herbaceous, arizona, california, cheatgrass, colorado, exotic, great-basin, harmonized-landsat-sentinel, idaho, invasive-species, kansas, medusahead, montana, ndvi, nebraska, nevada, new-mexico, nonindigenous-species, north-dakota, noxious, oklahoma, oregon, perennial-grass, poa-secunda, red-brome, remote-sensing, rye-brome, sagebrush, soft-brome, south-dakota, texas, texas-brome, united-states, usgs-60e465b6d34e2a7685ce08bd, utah, washington, western-united-states, wyoming
Organization: Department of the Interior
Lidar-derived digital elevation models in Clarksburg, MD representing the years 2002, 2008, 2013, and 2018

This is a collection of 3 ft resolution digital elevation model derived from light detection and ranging (lidar). Lidar was collected in 2002, 2008, 2013, and 2018. Coverage includes a portion of Clarksburg, Maryland, focused around the Clarksburg Special Protection Area (CSPA). Overall extent varies between each dataset, but all digital elevation models are aligned together with consistent overlap over the study area watersheds.

Tags: clarksburg, clarksburg-special-protection-area, dem, digital-elevation-models, elevation, land-use-change, lidar, maryland, montgomery-county, topography, usgs-60e461d8d34e2a7685ce07bf
Organization: Department of the Interior
Superfund GIS - Regolith thickness in Tennessee

This dataset is a representation of the depth in feet to bedrock as reported in the
driller's log for the Water Wells Database of the Tennessee Department of
Environment and Conservation (TDEC), Division of Water Supply (DWS).  The
coverage "Superfund GIS - Private Well Locations for Tennessee" was used to
provide locations while a field retrieval from the DWS database was used to
provide depths in feet.

Tags: environment, geoscientificinformation, inlandwaters, regolith-thickness-depth-to-bedrock, usgs-60e1dfd1-d5f3-47b3-b3d4-a5d278607906
Organization: Department of the Interior
Airborne geophysical survey: Copper River '55

Aeromagnetic data were collected along flight lines by instruments in an aircraft that recorded magnetic-field intensity values and location. In surveys such as this one where the data were originally collected in digital form and not digitized from contour maps, the information we provide typically includes latitude, longitude, magnetic anomaly in nanoTeslas, and intermediate values used to derive the magnetic anomaly such as total magnetic field.

Tags: aeromagnetic-surveying, f02170-matanuska-susitna, f02261-valdez-cordova, field-monitoring-stations, geophysics, geospatial-datasets, magnetic-field-earth, usgs-60e02e90-64c2-4788-b7b9-65809ea5c280
Organization: Department of the Interior
Bottom dissolved oxygen measurements from Lake Erie's Central Basin, 2020

This data set, compiled by USGS Lake Erie Biological Station, provides near-bottom measurements of temperature and dissolved oxygen for the Central Basin of Lake Erie. Data were recorded by self-contained environmental data loggers (PME, Inc., MiniDOT data loggers). The data loggers were deployed during the stratified period (i.e., beginning of June 2020 through late October 2020) to better understand how hypoxia develops and influences fish habitat quality. The data loggers were deployed on acoustic telemetry receivers in a network designed to record tagged fish movements (Great Lakes Acoustic Telemetry Observation System, GLATOS). Additional years of data collection are planned, and data release will be updated as necessary.

Tags: farming, field-sampling, freshwater-ecosystems, inlandwaters, lake-erie, ohio, oxygen-content-water, oxygen-saturation-water, pennsylvania, usgs-60df4114d34ed15aa3b89463, water-temperature
Organization: Department of the Interior
Data release for depth to bedrock derived from Hydrogeology of Southeastern Connecticut by Melvin (1974)

This data release consists of a single ESRI shapefile, Hydrogeo_SECTpts, with geologic information from the previously published Hydrogeology of Southeastern Connecticut (Melvin, 1974). Test boring location points digitized from georeferenced area maps (1:24,000 scale) are attributed with associated well log information: town, identification numbers, altitude, depth to bottom, and remarks regarding the geology of the well finish. Descriptions for the bottoms of boreholes recorded the source driller's logs.

Tags: bedrock-surface, borehole-logging, bozrah, connecticut, east-lyme, griswold, groton, ledyard, lisbon, lithology, montville, north-stonington, norwich, old-lyme, preston, rocks-and-deposits, stonington, usgs-60df2662d34ed15aa3b886c9, waterford
Organization: Department of the Interior
Raster Dataset Model of Oil Shale Resources in the Uinta Basin, Utah and Colorado

ESRI GRID raster datasets were created to display and quantify oil shale resources for eighteen zones in the Uinta Basin, Utah and Colorado as part of a 2010 National Oil Shale Assessment. The oil shale zones in descending order are: Bed 76, Bed 44, A Groove, Mahogany Zone, B Groove, R-6, L-5, R-5, L-4, R-4, L-3, R-3, L-2, R-2, L-1, R-1, L-0, and R-0. Each raster cell represents a one-acre square of the land surface and contains values for either oil yield in barrels per acre, gallons per ton, or isopach thickness, in feet, as defined by the grid name: *_b (barrels per acre), *_g (gallons per ton), and *_i (isopach thickness) where "*" can be replaced by the name of the oil shale zone.

Tags: co, colorado, earth-science, economic-geology, energy-resources, eocene-green-river-formation, geology, geoscientificinformation, natural-resources, oil, oil-shale, oil-shale-resources, oilshale, resource-assessment, u-s-geological-survey, uinta-basin, uintaoilshale, united-states, usgs, usgs-60de1d32d34e3a6dca2971bf, ut, utah
Organization: Department of the Interior
Raster Dataset Model of the Mahogany Zone Structure in the Piceance Basin, Colorado

An ESRI GRID raster data model of the Mahogany Zone structure was needed to perform overburden calculations in the Piceance Basin, Colorado as part of a 2009 National Oil Shale Assessment.

Tags: co, colorado, earth-science, economic-geology, energy-resources, eocene-green-river-formation, geology, geoscientificinformation, mahogany, mahogany-ledge, natural-resources, oil, oil-shale, oil-shale-resources, oilshale, overburden, piceance-basin, piceanceoilshale, resource-assessment, structure, u-s-geological-survey, united-states, usgs, usgs-60de1a67d34e3a6dca2969e9
Organization: Department of the Interior
Interpolated Hydrogeologic Framework and Digitized Datasets for Upstate New York Study Areas

This dataset includes spreadsheets with statistical data (mean and median absolute error) used in deciding which interpolation method best fit the corresponding dataset.  All statistical data were paired with a visual inspection of the interpolation prior to determining the final raster product. All spreadsheets were generated using an automated Python script (Jahn, 2020).

Tags: aquifer-mapping, bedrock-mapping, chenango-county, glacial-geology, greene, new-york, sourcewater, statistics, usgs-60de1a0dd34e3a6dca2968f1, valley-fill
Organization: Department of the Interior
Raster Dataset Model of Overburden Above the Mahogany Zone in the Piceance Basin, Colorado

An ESRI GRID raster data model of the overburden material above the Mahogany Zone was needed to perform calculations in the Piceance Basin, Colorado as part of a 2009 National Oil Shale Assessment.

Tags: co, colorado, earth-science, economic-geology, energy-resources, eocene-green-river-formation, geology, geoscientificinformation, mahogany, mahogany-ledge, natural-resources, oil, oil-shale, oil-shale-resources, oilshale, overburden, piceance-basin, piceanceoilshale, resource-assessment, structure, u-s-geological-survey, united-states, usgs, usgs-60de1455d34e3a6dca2956b2
Organization: Department of the Interior
Final unioned file used for coal resource calculations, southern Wasatch Plateau, Central Utah (wsfing)

This is a shapefile and the final unioned polygon coverage
used to calculate coal resources of the lower Blackhawk
Formation in the southern Wasatch coal assessment area.
Polygons that make up the final unioned polygons include
counties, 7.5' quadrangles, townships, surface and coal
ownership, reliability, overburden categories, and net coal
thickness categories. The final unioned coverage was clipped
by the resource boundary polygon, which is described in the
metadata file for the shapefile WS_BND.

Tags: blackhawk-formation, coal, colorado-plateau, cplateaucoal, economy, environment, final-unioned-polygon, geoscientificinformation, national-coal-resource-assessment-ncra, nca2000, southern-wasatch-plateau, star-point-sandstone, usgs-60ad3078d34e4043c850edfd, utah, wasatch-plateau, wasatchcoal
Organization: Department of the Interior
Interpolation statistics for the Cincinnatus sourcewater study area in upstate New York

This dataset includes spreadsheets with statistical data (mean and median absolute error) used in deciding which interpolation method best fit the corresponding dataset.  All statistical data were paired with a visual inspection of the interpolation prior to determining the final raster product. All spreadsheets were generated using an automated Python script (Jahn, 2020).

Tags: aquifer-mapping, bedrock-mapping, chenango-county, cincinnatus, cortland-county, glacial-geology, new-york, sourcewater, statistics, usgs-60de1365d34e3a6dca2952f2, valley-fill
Organization: Department of the Interior