AndreaBozzo/ceres-open-data-index huggingface dataset:
The StreamCat Dataset: Accumulated Attributes for NHDPlusV2 (Version 2.1) Catchments for the Conterminous United States: Nitrogen Surplus Density

This dataset represents the density of nitrogen surplus as kg N / yr, excluding biological N Fixation, within individual,  local NHDPlusV2 catchments and upstream, contributing watersheds.

Tags: alabama, arizona, arkansas, california, colorado, connecticut, delaware, district-of-columbia, ecosystem, environment, florida, georgia, idaho, illinois, indiana, inlandwaters, iowa, kansas, kentucky, louisiana, maine, maryland, massachusetts, michigan, minnesota, mississippi, missouri, modeling, monitoring, montana, natural-resources, nebraska, nevada, new-hampshire, new-jersey, new-mexico, new-york, north-carolina, north-dakota, ohio, oklahoma, oregon, pennsylvania, rhode-island, south-carolina, south-dakota, surface-water, tennessee, texas, united-states, united-states-of-america, usa, utah, vermont, virginia, washington, west-virginia, wisconsin, wyoming
Organization: U.S. Environmental Protection Agency
The StreamCat Dataset: Accumulated Attributes for NHDPlusV2 (Version 2.1) Catchments for the Conterminous United States: Nitrogen From Rock Weathering

This dataset represents Nitrogen from rock weathering (kg/ km2) within AOI

Tags: alabama, arizona, arkansas, california, colorado, connecticut, delaware, district-of-columbia, ecosystem, environment, florida, georgia, idaho, illinois, indiana, inlandwaters, iowa, kansas, kentucky, louisiana, maine, maryland, massachusetts, michigan, minnesota, mississippi, missouri, modeling, monitoring, montana, natural-resources, nebraska, nevada, new-hampshire, new-jersey, new-mexico, new-york, north-carolina, north-dakota, ohio, oklahoma, oregon, pennsylvania, rhode-island, south-carolina, south-dakota, surface-water, tennessee, texas, united-states, united-states-of-america, usa, utah, vermont, virginia, washington, west-virginia, wisconsin, wyoming
Organization: U.S. Environmental Protection Agency
The StreamCat Dataset: Accumulated Attributes for NHDPlusV2 (Version 2.1) Catchments for the Conterminous United States: National Land Cover Database - Impervious Surfaces

This dataset represents data derived from the NLCD dataset and the National Hydrography Dataset version 2.1(NHDPlusV2) (see Data Sources for links to NHDPlusV2 data and NLCD). Attributes were calculated for every local NHDPlusV2 catchment and accumulated upstream catchments to provide watershed-level metrics for imperviousness values within the NLCD.  This data set is derived from the NLCD Impervious Surfaces raster, which describes percent imperviousness (continuous data type). Values indicate the degree to which the area is composed of impervious anthropogenic materials (e.g., parking surfaces, roads, building roofs). This raster was produced based on a decision-tree classification of 2001, 2004, 2006, 2008, 2011, 2013, 2016, and 2019 Landsat satellite data. This dataset will include additional years as they become available. 

Tags: alabama, arizona, arkansas, california, colorado, connecticut, delaware, district-of-columbia, ecosystem, environment, florida, georgia, idaho, illinois, indiana, inlandwaters, iowa, kansas, kentucky, louisiana, maine, maryland, massachusetts, michigan, minnesota, mississippi, missouri, modeling, monitoring, montana, natural-resources, nebraska, nevada, new-hampshire, new-jersey, new-mexico, new-york, north-carolina, north-dakota, ohio, oklahoma, oregon, pennsylvania, rhode-island, south-carolina, south-dakota, surface-water, tennessee, texas, united-states, united-states-of-america, usa, utah, vermont, virginia, washington, west-virginia, wisconsin, wyoming
Organization: U.S. Environmental Protection Agency
Summary of Annual Beach Notifications

To help beachgoers make informed decisions about swimming at U.S. beaches, EPA gathers state-by-state data about beach closings and advisories. Between 1999 and 2012, EPA published a national summary report about the previous year's swimming season data.

Tags: beach, beach-closures, environment, health, human-health-advisories, recreation, swimming, united-states
Organization: U.S. Environmental Protection Agency
The StreamCat Dataset: Accumulated Attributes for NHDPlusV2 (Version 2.1) Catchments for the Conterminous United States: National Land Cover Database

This dataset represents data derived from the NLCD dataset and the National Hydrography Dataset version 2.1(NHDPlusV2) (see Data Sources for links to NHDPlusV2 data and NLCD). Attributes were calculated for every local NHDPlusV2 catchment and accumulated watershed to provide watershed-level metrics for classes within the NLCD. This data set is derived from the NLCD raster composed of 16 of the modified Anderson land cover classes (categorical data type) for the conterminous USA (excluding the  four Alaska-specific land cover classes). Additional agriculture on slope  metrics were derived using slope based on  National elevation DEMs delivered with NHDplusV2 for agriculture NLCD classes. The NLCD raster was produced based on a decision-tree classification of 2001, 2004, 2006, 2008, 2011, 2013, 2016, and 2019 Landsat satellite data (see Data Structure and Attribute Information for a description of each metric). This dataset will include additional years as they become available.

Tags: alabama, arizona, arkansas, california, colorado, connecticut, delaware, district-of-columbia, ecosystem, environment, florida, georgia, idaho, illinois, indiana, inlandwaters, iowa, kansas, kentucky, louisiana, maine, maryland, massachusetts, michigan, minnesota, mississippi, missouri, modeling, monitoring, montana, natural-resources, nebraska, nevada, new-hampshire, new-jersey, new-mexico, new-york, north-carolina, north-dakota, ohio, oklahoma, oregon, pennsylvania, rhode-island, south-carolina, south-dakota, surface-water, tennessee, texas, united-states, united-states-of-america, usa, utah, vermont, virginia, washington, west-virginia, wisconsin, wyoming
Organization: U.S. Environmental Protection Agency
The StreamCat Dataset: Accumulated Attributes for NHDPlusV2 (Version 2.1) Catchments for the Conterminous United States: National Elevation Dataset

This dataset represents the elevation values within individual local NHDPlusV2 catchments and upstream, contributing watersheds based on the National Elevation Dataset (see Data Sources for links to NHDPlusV2 data and NED data). NHDPlusV2 records NED snapshot dates as follows: August 2010 - VPU04 February 2011 - VPUs 05, 06 June 2011 - VPU 17 August 2011 - VPUs 07, 10L, 10U, 11, 18 December 2011 - VPUs 01, 02, 03N, 03S, 03W, 08, 09, 12, 13, 14, 15, 16. The elevation characteristics were summarized to produce local catchment-level and watershed-level metrics as a continuous data type.

Tags: alabama, arizona, arkansas, california, colorado, connecticut, delaware, district-of-columbia, ecosystem, environment, florida, georgia, idaho, illinois, indiana, inlandwaters, iowa, kansas, kentucky, louisiana, maine, maryland, massachusetts, michigan, minnesota, mississippi, missouri, modeling, monitoring, montana, natural-resources, nebraska, nevada, new-hampshire, new-jersey, new-mexico, new-york, north-carolina, north-dakota, ohio, oklahoma, oregon, pennsylvania, rhode-island, south-carolina, south-dakota, surface-water, tennessee, texas, united-states, united-states-of-america, usa, utah, vermont, virginia, washington, west-virginia, wisconsin, wyoming
Organization: U.S. Environmental Protection Agency
The StreamCat Dataset: Accumulated Attributes for NHDPlusV2 (Version 2.1) Catchments for the Conterminous United States: National Coal Resource Dataset System

This dataset represents the coal mine density and storage volumes within individual, local NHDPlusV2 catchments and upstream, contributing watersheds based on the National Coal Resource Dataset System (NCRDS). Attributes of the landscape layer were calculated for every local NHDPlusV2 catchment and accumulated to provide watershed-level metrics. The National Coal Resources Data System (NCRDS) began as a cooperative venture between the USGS and State geological agencies in 1975 and focused on the stratigraphy and chemistry of coal. Web pages have been developed to query data within both the USCOAL database and a subset of the USCHEM database. The USTRAT database, due to its size and complexity, was first made available in 2011 for direct query through web pages. The (coal mine sites/AreaSqKm) were summarized and accumulated into watersheds to produce local catchment-level and watershed-level metrics as a point data type.

Tags: alabama, arizona, arkansas, california, colorado, connecticut, delaware, district-of-columbia, ecosystem, environment, florida, georgia, idaho, illinois, indiana, inlandwaters, iowa, kansas, kentucky, louisiana, maine, maryland, massachusetts, michigan, minnesota, mississippi, missouri, modeling, monitoring, montana, natural-resources, nebraska, nevada, new-hampshire, new-jersey, new-mexico, new-york, north-carolina, north-dakota, ohio, oklahoma, oregon, pennsylvania, rhode-island, south-carolina, south-dakota, surface-water, tennessee, texas, united-states, united-states-of-america, usa, utah, vermont, virginia, washington, west-virginia, wisconsin, wyoming
Organization: U.S. Environmental Protection Agency
The StreamCat Dataset: Accumulated Attributes for NHDPlusV2 (Version 2.1) Catchments for the Conterminous United States: National Atmospheric Deposition Program National Trends Network - Nitrogen Deposition (NADP)

This dataset represents deposition estimates of nutrients within individual local NHDPlusV2 catchments and upstream, contributing watersheds based on the National Atmospheric Deposition Program. The National Trends Network provides long-term records of precipitation chemistry across the United States. Individual rasters describe ammonium, nitrate, inorganic nitrogen, and average sulfur/nitrogen deposition per year. See Source Info for links to NADP. The nitrogen and sulfur characteristics (kg N/ha/yr) were summarized to produce local catchment-level and watershed-level metrics as a continuous data type.

Tags: alabama, arizona, arkansas, california, colorado, connecticut, delaware, district-of-columbia, ecosystem, environment, florida, georgia, idaho, illinois, indiana, inlandwaters, iowa, kansas, kentucky, louisiana, maine, maryland, massachusetts, michigan, minnesota, mississippi, missouri, modeling, monitoring, montana, natural-resources, nebraska, nevada, new-hampshire, new-jersey, new-mexico, new-york, north-carolina, north-dakota, ohio, oklahoma, oregon, pennsylvania, rhode-island, south-carolina, south-dakota, surface-water, tennessee, texas, united-states, united-states-of-america, usa, utah, vermont, virginia, washington, west-virginia, wisconsin, wyoming
Organization: U.S. Environmental Protection Agency
The StreamCat Dataset: Accumulated Attributes for NHDPlusV2 (Version 2.1) Catchments for the Conterminous United States: National Anthropogenic Barrier Dataset (NABD)

This dataset represents the dam density and storage volumes within individual, local NHDPlusV2 catchments and upstream, contributing watersheds based on the National Anthropogenic Barrier Dataset (NABD). Attributes were calculated for every local NHDPlusV2 catchment and accumulated to provide watershed-level metrics. The main objective of this project was to develop a dataset of large, anthropogenic barriers that are spatially linked to the National Hydrography Dataset Plus Version 1 (NHDPlusV1) for the conterminous U.S. to facilitate GIS analyses based on the NHDPlusV1/NHD and NID datasets. To meet this objective, Michigan State University conducted a spatial linkage of the point dataset of the 2009 National Inventory of Dams (NID) created by the U.S. Army Corps of Engineers (USACE) to the NHDPlusV1/NHD. The pool of dam data included were modified based on 1) dam removals that occurred after development of the 2009 NID and 2) the identification of duplicate dam records along state boundaries (cases where more than one state reported the same dam). The US Geological Survey (USGS) Aquatic GAP Program supported this work. The (dams/catchment) and (dam_storage/catchment) were summarized and accumulated into watersheds to produce local catchment-level and watershed-level metrics as a point data type.

Tags: alabama, arizona, arkansas, california, colorado, connecticut, delaware, district-of-columbia, ecosystem, environment, florida, georgia, idaho, illinois, indiana, inlandwaters, iowa, kansas, kentucky, louisiana, maine, maryland, massachusetts, michigan, minnesota, mississippi, missouri, modeling, monitoring, montana, natural-resources, nebraska, nevada, new-hampshire, new-jersey, new-mexico, new-york, north-carolina, north-dakota, ohio, oklahoma, oregon, pennsylvania, rhode-island, south-carolina, south-dakota, surface-water, tennessee, texas, united-states, united-states-of-america, usa, utah, vermont, virginia, washington, west-virginia, wisconsin, wyoming
Organization: U.S. Environmental Protection Agency
Unregulated Contaminant Monitoring Rule 2 (UCMR 2), (2008-2010) Occurrence Data

The Unregulated Contaminant Monitoring Rule supporting the second cycle (UCMR 2) of monitoring, conducted under EPA oversight, was published in the Federal Register on January 4, 2007. The UCMR 2 required monitoring for 25 contaminants using five analytical methods.

Tags: contaminants, drinking-water, environment, health, human-health, pollution, sdwa, ucmr, united-states, unregulated-contaminants
Organization: U.S. Environmental Protection Agency
The StreamCat Dataset: Accumulated Attributes for NHDPlusV2 (Version 2.1) Catchments for the Conterminous United States: Mine Density  Active Mines and Mineral Plants in the US

This dataset represents the mine density within individual, local NHDPlusV2 catchments and upstream, contributing watersheds based on mine plants and operations monitored by the USGS National Minerals Information Center. The National Minerals Information Center canvasses the nonfuel mining and mineral-processing industry in the United States for data on mineral production, consumption, recycling, stocks, and shipments. Mine plants and operations for commodities are expressed as points in a shapefile that was downloaded from the USGS directly. The (mines / catchment) were summarized and accumulated into watersheds to produce local catchment-level and watershed-level metrics as a point data type.

Tags: alabama, arizona, arkansas, california, colorado, connecticut, delaware, district-of-columbia, ecosystem, environment, florida, georgia, idaho, illinois, indiana, inlandwaters, iowa, kansas, kentucky, louisiana, maine, maryland, massachusetts, michigan, minnesota, mississippi, missouri, modeling, monitoring, montana, natural-resources, nebraska, nevada, new-hampshire, new-jersey, new-mexico, new-york, north-carolina, north-dakota, ohio, oklahoma, oregon, pennsylvania, rhode-island, south-carolina, south-dakota, surface-water, tennessee, texas, united-states, united-states-of-america, usa, utah, vermont, virginia, washington, west-virginia, wisconsin, wyoming
Organization: U.S. Environmental Protection Agency
The StreamCat Dataset: Accumulated Attributes for NHDPlusV2 (Version 2.1) Catchments for the Conterminous United States: Mean Hillslope

This dataset represents mean hillslope percent within individual,  local NHDPlusV2 catchments and upstream, contributing watersheds.

Tags: alabama, arizona, arkansas, california, colorado, connecticut, delaware, district-of-columbia, ecosystem, environment, florida, georgia, idaho, illinois, indiana, inlandwaters, iowa, kansas, kentucky, louisiana, maine, maryland, massachusetts, michigan, minnesota, mississippi, missouri, modeling, monitoring, montana, natural-resources, nebraska, nevada, new-hampshire, new-jersey, new-mexico, new-york, north-carolina, north-dakota, ohio, oklahoma, oregon, pennsylvania, rhode-island, south-carolina, south-dakota, surface-water, tennessee, texas, united-states, united-states-of-america, usa, utah, vermont, virginia, washington, west-virginia, wisconsin, wyoming
Organization: U.S. Environmental Protection Agency
The StreamCat Dataset: Accumulated Attributes for NHDPlusV2 (Version 2.1) Catchments for the Conterminous United States: Index of Watershed Integrity / Index of Catchment Integrity (IWI/ICI)

This dataset represents the Index of Watershed Integrity / Index of Catchment Integrity (IWI/ICI) within individual local NHDPlusV2 catchments and upstream, contributing watersheds based on 23 other StreamCat metrics. The Index of Watershed Integrity (IWI) is based on first order approximations of relationships between stressors and six watershed functions: hydrologic regulation, regulation of water chemistry, sediment regulation, hydrologic connectivity, temperature regulation, and habitat provision. Link to paper: https://doi.org/10.1016/j.ecolind.2017.10.070\\nThe Index of Watershed Integrity / Index of Catchment Integrity (IWI/ICI) were summarized to produce local catchment-level and watershed-level metrics as a continuous data type.

Tags: alabama, arizona, arkansas, california, colorado, connecticut, delaware, district-of-columbia, ecosystem, environment, florida, georgia, idaho, illinois, indiana, inlandwaters, iowa, kansas, kentucky, louisiana, maine, maryland, massachusetts, michigan, minnesota, mississippi, missouri, modeling, monitoring, montana, natural-resources, nebraska, nevada, new-hampshire, new-jersey, new-mexico, new-york, north-carolina, north-dakota, ohio, oklahoma, oregon, pennsylvania, rhode-island, south-carolina, south-dakota, surface-water, tennessee, texas, united-states, united-states-of-america, usa, utah, vermont, virginia, washington, west-virginia, wisconsin, wyoming
Organization: U.S. Environmental Protection Agency
The StreamCat Dataset: Accumulated Attributes for NHDPlusV2 (Version 2.1) Catchments for the Conterminous United States: GeoChemPhys

This dataset represents geochemical or geophysical attributes in surface or near surface geology within individual, local NHDPlusV2 catchments and upstream, contributing watersheds. Attributes of the landscape layer were calculated for every local NHDPlusV2 catchment and accumulated to provide watershed-level metric. For information regarding how the Landscape layers were created see https://www.sciencebase.gov/catalog/item/53481333e4b06f6ce034aae7. Landscape Layers are partitioned into 4 tables based on the location of no-data cells within their rasters to correctly reflect the PctFull attributes within each table.

Tags: alabama, arizona, arkansas, california, colorado, connecticut, delaware, district-of-columbia, ecosystem, environment, florida, georgia, idaho, illinois, indiana, inlandwaters, iowa, kansas, kentucky, louisiana, maine, maryland, massachusetts, michigan, minnesota, mississippi, missouri, modeling, monitoring, montana, natural-resources, nebraska, nevada, new-hampshire, new-jersey, new-mexico, new-york, north-carolina, north-dakota, ohio, oklahoma, oregon, pennsylvania, rhode-island, south-carolina, south-dakota, surface-water, tennessee, texas, united-states, united-states-of-america, usa, utah, vermont, virginia, washington, west-virginia, wisconsin, wyoming
Organization: U.S. Environmental Protection Agency
The StreamCat Dataset: Accumulated Attributes for NHDPlusV2 (Version 2.1) Catchments for the Conterminous United States: Forest Loss By Year 2001 to 2013

This dataset represents the characterization of global forest extent and change by year from 2001 through 2013 within individual local NHDPlusV2 catchments and upstream, contributing watersheds based on the Global Forest Change 2000-2013. These data are based on global tree cover loss for the period from 2001 to 2013 at a spatial resolution of 30m. The analysis used to create the landscape layer is based on Landsat data. Forest loss was defined as a stand-replacement disturbance or the complete removal of tree cover canopy at the Landsat pixel scale. This landscape layer is a disaggregation of total forest loss to annual time scales. Encoded as either 0 (no loss) or else a value in the range 1, representing loss detected primarily in the year 2000-2013, respectively. The forest loss by year characteristics (%) were summarized to produce local catchment-level and watershed-level metrics as a continuous data type.

Tags: alabama, arizona, arkansas, california, colorado, connecticut, delaware, district-of-columbia, ecosystem, environment, florida, georgia, idaho, illinois, indiana, inlandwaters, iowa, kansas, kentucky, louisiana, maine, maryland, massachusetts, michigan, minnesota, mississippi, missouri, modeling, monitoring, montana, natural-resources, nebraska, nevada, new-hampshire, new-jersey, new-mexico, new-york, north-carolina, north-dakota, ohio, oklahoma, oregon, pennsylvania, rhode-island, south-carolina, south-dakota, surface-water, tennessee, texas, united-states, united-states-of-america, usa, utah, vermont, virginia, washington, west-virginia, wisconsin, wyoming
Organization: U.S. Environmental Protection Agency
The StreamCat Dataset: Accumulated Attributes for NHDPlusV2 (Version 2.1) Catchments for the Conterminous United States: Facility Registry Services (FRS) : Toxic Release Inventory (TRI) , National Pollutant Discharge Elimination System (NPDES) , and Superfund Sites

This dataset represents the estimated density of georeferenced sites within individual, local NHDPlusV2 catchments and upstream, contributing watersheds based on the EPA's Facility Registry Services (FRS) geodatabase. Attributes of the landscape layer were calculated for every local NHDPlusV2 catchment and then accumulated to provide watershed-level metrics. The FRS geodatabase is a collection of point locations of facilities or sites subject to environmental regulation. TRI, NPDES, and Superfund sites were extracted individually to summarize for each in the resulting .csv. (see Data Sources for links to NHDPlusV2 data and FRS data) The (site locations / catchment) were summarized and accumulated into watersheds to produce local catchment-level and watershed-level metrics as a points data type (see Data Structure and Attribute Information for a description of each metric).

Tags: alabama, arizona, arkansas, california, colorado, connecticut, delaware, district-of-columbia, ecosystem, environment, florida, georgia, idaho, illinois, indiana, inlandwaters, iowa, kansas, kentucky, louisiana, maine, maryland, massachusetts, michigan, minnesota, mississippi, missouri, modeling, monitoring, montana, natural-resources, nebraska, nevada, new-hampshire, new-jersey, new-mexico, new-york, north-carolina, north-dakota, ohio, oklahoma, oregon, pennsylvania, rhode-island, south-carolina, south-dakota, surface-water, tennessee, texas, united-states, united-states-of-america, usa, utah, vermont, virginia, washington, west-virginia, wisconsin, wyoming
Organization: U.S. Environmental Protection Agency