AndreaBozzo/ceres-open-data-index huggingface dataset:
Dataset for plant production responses to climate across water-limited regions

This dataset was constructed from readily available open source climate and vegetation data, like Landsat. This dataset represents the vegetation and climate conditions for a large number of points across the major deserts of the SW USA. The dataset was constructed in order to use the climate pivot point approach (Munson et al. 2013) at the landscape level. Originally this dataset was much larger but we were looking to study a pure vegetation signal and therefore developed a detailed masking procedure to remove fire, slope, human, and floodplain effects. The vegetation classification originally came from SW regap, though we have refined / regrouped the data. The vegetation classification for each point is representative of the dominant vegetation in the 30m area, but by no means is it the only vegetation there. In the pivot point methodology we look to understand how the vegetation production in a single year relates to long term mean production, these columns are included in the dataset. Lastly, this time series data was composited to the warm and cold season since the deserts studied had productivity/ climate events at different times of year. The definition of season is; warm season (July – September),and cold season (October – March).

Tags: arizona, california, chihuahuan, climate, colorado, colorado-plateau, ecoregion, great-basin, mojave, nevada, new-mexico, northern-colorado-plateau, pivot-point, regap-vegetation-classes, savi, soil-adjusted-vegetation-index, sonoran, southern-colorado-plateau, southwestern-united-states, spei, standardized-precipitation-and-evapotranspiration-index, texas, united-states, usgs-5b7d816ae4b045b1dc7bd746, utah, vegetation-response
Organization: Department of the Interior
Abundance and Distribution of Clear Lake Hitch in Clear Lake, Lake County, California, 2017-2021 (ver. 4.0, October 2022)

Field data for fishes sampled using bottom and surface gill nets during daylight hours in Clear Lake, California, USA. This data release includes all measured environmental parameters and fish taxa included in the analysis.
First posted - December 20, 2018 (available from author)
Revised - November 26, 2019 (version 2.0)
Revised - January 21, 2022 (version 3.0)
Revised - October 11, 2022 (Version 4.0)

Tags: aquatic-biology, aquatic-ecosystems, biota, california, clear-lake, environment, hitch, inlandwaters, lake, lavinia-exilicauda, limnology, native-species, united-states, usgs-5b7c58bee4b0f5d57886074f
Organization: Department of the Interior
North American Grid-Based Sampling Frame: Alaska and Canada (West half) at a 1x1km resolution

This sampling frame is a set of grid-based finite-area frames spanning Canada, the United States, and Mexico.  The grid for the United States is broken into individual grids for the continental United States, Hawaii, and Puerto Rico.  Alaska is combined with Canada into a single grid.  Each country/state/territory extent consists of four nested sampling grids at 50x50km, 10x10km, 5x5km, and 1x1km resolutions.  The original 10x10km continental United States grid was developed by the Forest Service, U.S. Department of Agriculture for use in the interagency "Bat Grid" monitoring program in the Pacific Northwest and was expanded program in the Pacific Northwest and was expanded across Canada, the United States, and Mexico for the North American Bat Monitoring Program (NABat).  Additional grids for Hawaii and Puerto Rico were created for this data release.
This vector dataset is the individual grid-based sampling grid for Alaska and Canada at a 1x1km resolution.
Because of the resulting size of this dataset the 1km sampling grid for Alaska and Canada was split into a western and eastern half.

Tags: alaska, biota, canada, ecosystem-monitoring, location, usgs-5b7c4310e4b0f5d5788604af
Organization: Department of the Interior
Municipal and Industrial Wells for the Rio Grande transboundary integrated hydrologic model and water-availability analysis, New Mexico and Texas, United States, and Northern Chihuahua, Mexico

This point vector dataset represents 1,874 municipal and industrial well locations and attributes used as input data for the Rio Grande Transboundary Integrated Hydrologic Model (RGTIHM). Attributes include well construction information, historic water use information, and flags indicating assumptions made for modeling purposes. Data were compiled from various sources; see Supplemental Information for details.

Tags: aquifer, caballo-reservoir, chihuahua, el-paso, elephant-butte-reservoir, elevation, geology, geoscientificinformation, groundwater-pumping, groundwater-system, hydraulic-properties, hydrogeology, hydrology, hydrostratigraphy, industrial-well, inlandwaters, las-cruces, municipal-well, new-mexico, rio-grande, texas, transboundary, usgs-5b929dfee4b0702d0e80a0b8
Organization: Department of the Interior
North American Grid-Based Sampling Frame: Hawaii at a 10x10km resolution

This sampling frame is a set of grid-based finite-area frames spanning Canada, the United States, and Mexico.  The grid for the United States is broken into individual grids for the continental United States, Hawaii, and Puerto Rico.  Alaska is combined with Canada into a single grid.  Each country/state/territory extent consists of four nested sampling grids at 50x50km, 10x10km, 5x5km, and 1x1km resolutions.  The original 10x10km continental United States grid was developed by the Forest Service, U.S. Department of Agriculture for use in the interagency "Bat Grid" monitoring program in the Pacific Northwest and was expanded program in the Pacific Northwest and was expanded across Canada, the United States, and Mexico for the North American Bat Monitoring Program (NABat).  Additional grids for Hawaii and Puerto Rico were created for this data release.
This vector dataset is the individual grid-based sampling grid for Hawaii at a 10x10km resolution.

Tags: biota, ecosystem-monitoring, location, usgs-5b7c36e4e4b0f5d578860357
Organization: Department of the Interior
North American Grid-Based Sampling Frame: Hawaii at a 50x50km resolution

This sampling frame is a set of grid-based finite-area frames spanning Canada, the United States, and Mexico.  The grid for the United States is broken into individual grids for the continental United States, Hawaii, and Puerto Rico.  Alaska is combined with Canada into a single grid.  Each country/state/territory extent consists of four nested sampling grids at 50x50km, 10x10km, 5x5km, and 1x1km resolutions.  The original 10x10km continental United States grid was developed by the Forest Service, U.S. Department of Agriculture for use in the interagency "Bat Grid" monitoring program in the Pacific Northwest and was expanded program in the Pacific Northwest and was expanded across Canada, the United States, and Mexico for the North American Bat Monitoring Program (NABat).  Additional grids for Hawaii and Puerto Rico were created for this data release.
This vector dataset is the individual grid-based sampling grid for Hawaii at a 50x50km resolution.

Tags: biota, ecosystem-monitoring, location, usgs-5b7c36dee4b0f5d578860354
Organization: Department of the Interior
North American Grid-Based Sampling Frame: Continental United States at a 50x50km resolution

This sampling frame is a set of grid-based finite-area frames spanning Canada, the United States, and Mexico.  The grid for the United States is broken into individual grids for the continental United States, Hawaii, and Puerto Rico.  Alaska is combined with Canada into a single grid.  Each country/state/territory extent consists of four nested sampling grids at 50x50km, 10x10km, 5x5km, and 1x1km resolutions.  The original 10x10km continental United States grid was developed by the Forest Service, U.S. Department of Agriculture for use in the interagency "Bat Grid" monitoring program in the Pacific Northwest and was expanded program in the Pacific Northwest and was expanded across Canada, the United States, and Mexico for the North American Bat Monitoring Program (NABat).  Additional grids for Hawaii and Puerto Rico were created for this data release.
This vector dataset is the individual grid-based sampling grid for Continental United States at a 50x50km resolution.

Tags: biota, ecosystem-monitoring, location, usgs-5b7c36b3e4b0f5d578860343
Organization: Department of the Interior
North American Grid-Based Sampling Frame: Continental United States

This sampling frame is a set of grid-based finite-area frames spanning Canada, the United States, and Mexico.  The grid for the United States is broken into individual grids for the continental United States, Hawaii, and Puerto Rico.  Alaska is combined with Canada into a single grid.  Each country/state/territory extent consists of four nested sampling grids at 50x50km, 10x10km, 5x5km, and 1x1km resolutions.  The original 10x10km continental United States grid was developed by the Forest Service, U.S. Department of Agriculture for use in the interagency "Bat Grid" monitoring program in the Pacific Northwest and was expanded program in the Pacific Northwest and was expanded across Canada, the United States, and Mexico for the North American Bat Monitoring Program (NABat).  Additional grids for Hawaii and Puerto Rico were created for this data release.
These vector dataset grids for Continental United States are at 50x50km, 10x10km, 5x5km, and 1x1km resolutions.

Tags: biota, ecosystem-monitoring, location, usgs-5b7c36afe4b0f5d578860341
Organization: Department of the Interior
North American Grid-Based Sampling Frame: Alaska and Canada at a 1x1km resolution (East)

This sampling frame is a set of grid-based finite-area frames spanning Canada, the United States, and Mexico.  The grid for the United States is broken into individual grids for the continental United States, Hawaii, and Puerto Rico.  Alaska is combined with Canada into a single grid.  Each country/state/territory extent consists of four nested sampling grids at 50x50km, 10x10km, 5x5km, and 1x1km resolutions.  The original 10x10km continental United States grid was developed by the Forest Service, U.S. Department of Agriculture for use in the interagency "Bat Grid" monitoring program in the Pacific Northwest and was expanded program in the Pacific Northwest and was expanded across Canada, the United States, and Mexico for the North American Bat Monitoring Program (NABat).  Additional grids for Hawaii and Puerto Rico were created for this data release.
This vector dataset is the individual grid-based sampling grid for Alaska and Canada at a 1x1km resolution. Because of the resulting size of this dataset the 1km sampling grid for Alaska and Canada was split into a western and eastern half.

Tags: alaska, biota, canada, ecosystem-monitoring, location, usgs-5b7c36afe4b0f5d57886033f
Organization: Department of the Interior
Geographic Regions for the Rio Grande transboundary integrated hydrologic model and water-availability analysis, New Mexico and Texas, United States, and Northern Chihuahua, Mexico

This polygon vector dataset delineates six informal geographic subregions within the model grid of the Rio Grande transboundary integrated hydrologic model and water-availability analysis, New Mexico and Texas, United States, and Northern Chihuahua, Mexico.

Tags: aquifer, caballo-reservoir, chihuahua, el-paso, elephant-butte-reservoir, elevation, geographic-regions, geology, geoscientificinformation, groundwater-pumping, groundwater-system, hydraulic-properties, hydrogeology, hydrology, hydrostratigraphy, inlandwaters, las-cruces, new-mexico, rio-grande, texas, transboundary, usgs-5b91c418e4b0702d0e809294
Organization: Department of the Interior
Attributed North American Bat Monitoring Program (NABat) Master Sample and Grid-Based Sampling Frame: Continental United States

The NABat sampling frame is a grid-based finite-area frame spanning Canada, the United States, and Mexico consisting of 10-km by 10-km (100-km2) grid cell sample units for the continental United States, Canada, and Alaska and 5- by 5-km (25km2) for Hawaii and Puerto Rico.  This grain size is biologically appropriate given the scale of movement of most bat species, which routinely travel many kilometers each night between roosts and foraging areas and along foraging routes.  A Generalized Random-Tessellation Stratified (GRTS) Survey Design draw was added to the sample units from the raw sampling grids (https://doi.org/10.5066/P9M00P17).  This dataset represents the final 2018 NABat Sampling grid with various landscape level attributes added (country, state/territory, county, percent water, and land ownership/management).  Grid cells that fall outside the area of interest were removed from each individual sampling frame.

Tags: biota, ecosystem-monitoring, location, usgs-5b7b563ae4b0f5d57884615b
Organization: Department of the Interior
Attributed North American Bat Monitoring Program (NABat) Master Sample and Grid-Based Sampling Frame: Canada

The NABat sampling frame is a grid-based finite-area frame spanning Canada, the United States, and Mexico consisting of 10-km by 10-km (100-km2) grid cell sample units for the continental United States, Canada, and Alaska and 5- by 5-km (25km2) for Hawaii and Puerto Rico.  This grain size is biologically appropriate given the scale of movement of most bat species, which routinely travel many kilometers each night between roosts and foraging areas and along foraging routes.  A Generalized Random-Tessellation Stratified (GRTS) Survey Design draw was added to the sample units from the raw sampling grids (https://doi.org/10.5066/P9M00P17).  This dataset represents the final 2018 NABat Sampling grid with various landscape level attributes added (country, state/territory, county, percent water, and land ownership/management).  Grid cells that fall outside the area of interest were removed from each individual sampling frame.

Tags: biota, ecosystem-monitoring, location, usgs-5b7b559de4b0f5d57884614d
Organization: Department of the Interior
Attributed North American Bat Monitoring Program (NABat) Master Sample and Grid-Based Sampling Frame: Alaska

The NABat sampling frame is a grid-based finite-area frame spanning Canada, the United States, and Mexico consisting of 10-km by 10-km (100-km2) grid cell sample units for the continental United States, Canada, and Alaska and 5- by 5-km (25km2) for Hawaii and Puerto Rico.  This grain size is biologically appropriate given the scale of movement of most bat species, which routinely travel many kilometers each night between roosts and foraging areas and along foraging routes.  A Generalized Random-Tessellation Stratified (GRTS) Survey Design draw was added to the sample units from the raw sampling grids (https://doi.org/10.5066/P9M00P17).  This dataset represents the final 2018 NABat Sampling grid with various landscape level attributes added (country, state/territory, county, percent water, and land ownership/management).  Grid cells that fall outside the area of interest were removed from each individual sampling frame.

Tags: biota, ecosystem-monitoring, location, usgs-5b7b54efe4b0f5d578846149
Organization: Department of the Interior
Water Quality data from the Providence Water Supply Board for tributary streams to the Scituate Reservoir, water year 2017

Water-quality data were collected by the Providence Water Supply Board (PWSB) from tributaries in the Scituate Reservoir drainage area, October 2016 through September 2017 (water year 2017). Water-quality samples were collected by the PWSB either monthly or quarterly at fixed stations on 36 tributaries in the Scituate Reservoir drainage area. These data were used to calculate instantaneous loads and yields of constituents in a report by the U.S. Geological Survey. Water-quality samples were collected following a strict sampling schedule so that water-quality samples would be representative of various weather conditions. Samples were analyzed at the PWSB water-quality laboratory at the P.J. Holton Water Purification Plant in Scituate, Rhode Island. Water-quality properties and constituent concentrations were measured by using unfiltered water samples. These water-quality properties included pH, alkalinity, color, turbidity, and concentrations of chloride, nitrite, nitrate, orthophosphate, and bacteria (Escherichia coli [E. coli] and total coliform).

Tags: bacteria, chloride, cranston, drinking-water-use, foster, johnston, nutrient-content-water, rhode-island, scituate, scituate-reservoir, sodium, surface-water-quality, turbidity, usgs-5b7b168fe4b0f5d578846008, water-ph, water-properties
Organization: Department of the Interior
Geochemical and geophysical data for selected wells in and surrounding the South Cuyama oil and gas field

The U.S. Geological Survey (USGS) in cooperation with the California State Water Resources Control Board and Bureau of Land Management compiled and analyzed data for mapping groundwater salinity in selected oil and gas fields in California. The data for the South Cuyama oil field includes well construction data, digitized borehole geophysical data, geochemical analyses of water samples from oil and gas wells and groundwater wells, geological formation depths, and the groundwater total dissolved solids (TDS) calculations. These data have been compiled from many sources and span several decades. The well construction data includes attributes such as the date drilling began (spud date), borehole orientation, well depth (measured and true), and depth of top and bottom producing perforations. These data have been in archived scanned pages in raster format on the Division of Oil, Gas, and Geothermal Resources (DOGGR) website. Similarly, the borehole geophysical data, measured by oil companies, has been archived in raster format by DOGGR. This project has converted the borehole geophysical data from selected oil and gas wells into a computer readable numerical format. The geochemical analyses have also been archived in scanned formats, but now have been compiled into numerical datasets. Selected borehole geophysical and geochemical data collected from nearby monitoring, domestic, and supply wells publicly accessible through various USGS online sources are also included. The data compiled and analyzed are part of the California State Water Resources Control Board's Program of Regional Monitoring of Water Quality in Areas of Oil and Gas Production and the USGS California Oil, Gas, and Groundwater (COGG) program.

Tags: borehole-geophysics, california, central-cuyama-oil-field, cuyama, cuyama-valley, geochemistry, geological-formation, groundwater, groundwater-salinity, oil-and-gas, produced-waters, south-cuyama-oil-field, usgs-5b7affdee4b0f5d578845d1c
Organization: Department of the Interior
Model Grid for the Rio Grande transboundary integrated hydrologic model and water-availability analysis, New Mexico and Texas, United States, and Northern Chihuahua, Mexico

This polygon vector dataset represents the model grid and associated attributes for the Rio Grande transboundary integrated hydrologic model and water-availability analysis, New Mexico and Texas, United States, and Northern Chihuahua, Mexico.

Tags: aquifer, caballo-reservoir, chihuahua, el-paso, elephant-butte-reservoir, elevation, geology, geoscientificinformation, groundwater-pumping, groundwater-system, hydraulic-properties, hydrogeology, hydrology, hydrostratigraphy, inlandwaters, las-cruces, model-grid, new-mexico, rio-grande, texas, transboundary, usgs-5b91c647e4b0702d0e809296
Organization: Department of the Interior
North American Bat Monitoring Program (NABat) Master Sample and Grid-Based Sampling Frame: Hawaii at a 5x5km resolution

The NABat sampling frame is a grid-based finite-area frame spanning Canada, the United States, and Mexico consisting of 10-km by 10-km (100-km2) grid cell sample units.  This grain size is biologically appropriate given the scale of movement of most bat species, which routinely travel many kilometers each night between roosts and foraging areas and along foraging routes.  A draw of sample units from a finite sampling frame using the GRTS design produces an ordered list of units such that any ordered subset of that list is also randomized and spatially balanced. 
This vector dataset is the individual grid-based sampling grid for Hawaii at a 5x5km resolution.

Tags: biota, ecosystem-monitoring, location, usgs-5b7753c2e4b0f5d578820457
Organization: Department of the Interior
North American Bat Monitoring Program (NABat) Master Sample and Grid-Based Sampling Frame: Continental United States at a 10x10km resolution

The NABat sampling frame is a grid-based finite-area frame spanning Canada, the United States, and Mexico consisting of 10-km by 10-km (100-km2) grid cell sample units.  This grain size is biologically appropriate given the scale of movement of most bat species, which routinely travel many kilometers each night between roosts and foraging areas and along foraging routes.  A draw of sample units from a finite sampling frame using the GRTS design produces an ordered list of units such that any ordered subset of that list is also randomized and spatially balanced. 
This vector dataset is the individual grid-based sampling grid for Continental United States at a 10x10km resolution.

Tags: biota, ecosystem-monitoring, location, usgs-5b7753bde4b0f5d578820455
Organization: Department of the Interior