AndreaBozzo/ceres-open-data-index huggingface dataset:
NOAA/WDS Paleoclimatology - Global Database of Borehole Temperatures and Climate Reconstructions - CA-0018

This archived Paleoclimatology Study is available from the NOAA National Centers for Environmental Information (NCEI), under the World Data Service (WDS) for Paleoclimatology. The associated NCEI study type is Borehole. The data include parameters of borehole with a geographic location of Canada. The time period coverage is from 450 to -51 in calendar years before present (BP). See metadata information for parameter and study location details. Please cite this study when using the data.

Tags: air temperature reconstruction, borehole, boreholes, borehole|climate reconstructions, ca-0018, canada, climate indicators, continent, doc/noaa/nesdis/ncei, earth science, land records, latitude 56.94, longitude -101.11, material: null, material: rock, national centers for environmental information, nesdis, noaa, north america, ocean/lake records, paleoclimate, paleoclimate indicators, physical properties, temperature, u.s. department of commerce, what: age, what: depth, what: surface temperature, what: temperature
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
NOAA/WDS Paleoclimatology - Global Database of Borehole Temperatures and Climate Reconstructions - AU-10MMDD003 (1973)

This archived Paleoclimatology Study is available from the NOAA National Centers for Environmental Information (NCEI), under the World Data Service (WDS) for Paleoclimatology. The associated NCEI study type is Borehole. The data include parameters of borehole with a geographic location of Australia. The time period coverage is from 450 to -23 in calendar years before present (BP). See metadata information for parameter and study location details. Please cite this study when using the data.

Tags: air temperature reconstruction, au-10mmdd003, australia, australia/new zealand, borehole, boreholes, borehole|climate reconstructions, climate indicators, continent, doc/noaa/nesdis/ncei, earth science, land records, latitude -31.0384, longitude 121.9401, material: null, material: rock, national centers for environmental information, nesdis, noaa, ocean/lake records, paleoclimate, paleoclimate indicators, physical properties, temperature, u.s. department of commerce, what: age, what: depth, what: surface temperature, what: temperature
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
NOAA/WDS Paleoclimatology - Myglan - Sukor - LASI - ITRDB RUSS255

This archived Paleoclimatology Study is available from the NOAA National Centers for Environmental Information (NCEI), under the World Data Service (WDS) for Paleoclimatology. The associated NCEI study type is Tree Ring. The data include parameters of tree ring with a geographic location of Russia, Eastern Europe. The time period coverage is from 797 to -62 in calendar years before present (BP). See metadata information for parameter and study location details. Please cite this study when using the data.

Tags: biological records, climate indicators, continent, doc/noaa/nesdis/ncei, earth science, eastern europe, europe, land records, larix sibirica ledeb. = larix russica (endl.) sabine ex trautv., lasi, latitude 50.07, longitude 88.17, material: null, national centers for environmental information, nesdis, noaa, paleoclimate, paleoclimate indicators, russia, siberian larch, sukor, tree ring, tree rings, tree-ring, u.s. department of commerce, what: age, what: total ring width, width
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
NOAA/WDS Paleoclimatology - Bonney - Denford Woodland (Site 05) - ACSH - ITRDB CANA659

This archived Paleoclimatology Study is available from the NOAA National Centers for Environmental Information (NCEI), under the World Data Service (WDS) for Paleoclimatology. The associated NCEI study type is Tree Ring. The data include parameters of tree ring with a geographic location of Canada. The time period coverage is from 73 to -68 in calendar years before present (BP). See metadata information for parameter and study location details. Please cite this study when using the data.

Tags: biological records, canada, climate indicators, continent, denford woodland (site 05), doc/noaa/nesdis/ncei, earth science, eastern hemlock, land records, latitude 43.669722, longitude -79.796389, material: null, national centers for environmental information, nesdis, noaa, north america, paleoclimate, paleoclimate indicators, tree ring, tree rings, tree-ring, trends, tsca, tsuga canadensis (l.) carr., u.s. department of commerce, vegetation reconstruction, what: age, what: total ring width, width
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
DSNY Waste Characterization 2017 – Subsort Results

The Department conducted the 2017 NYC Residential, School, and NYCHA (NYC Housing Authority) Waste Characterization Study over three seasons: spring, summer, and fall. This study builds on decades of research and analysis into the evolving composition of NYC's waste stream. The study team hand sorted samples into 70 main sort categories. Sub-sorting of an additional 172 categories was conducted to get a more detailed understanding of the wide variety of plastic products in the waste stream, as well as a sub-set of Paper products. Results are presented in absolute terms as the quantity by weight of each material type. The quantity of each material is calculated by applying the percent composition to the total quantity of DSNY collections for fiscal year 2017 (July 2016-June 2017).

Tags: city-government, environment
Organization: City of New York
Monthly Child Care Services Data Report - Families Served by County 2021 Q4

The Monthly Child Care Services Data Report - Families Served by County data set includes demographic data of parents and families of children receiving Child Care and Development Fund (CCDF) assistance. The Administration for Children and Families (ACF) Office of Child Care (OCC) collects data regarding the children and families served through the Child Care and Development Fund (CCDF) as well as the types of child care settings and facilities providing services. Each quarterly data set contains data aggregated by county for each month of the quarter. Counts less than 5 are masked with an asterisk (*) to protect the confidentiality of individuals in this report.

Organization: City of Austin
Monthly Child Care Services Data Report - Child Care Facilities 2021 Q4

The Monthly Child Care Services Data Report - Child Care Facilities data set includes the list of child care facilities and quality ratings providing services to children receiving Child Care and Development Fund (CCDF) assistance. The Administration for Children and Families (ACF) Office of Child Care (OCC) collects data regarding the children and families served through the Child Care and Development Fund (CCDF) as well as the types of child care settings and facilities providing services. Each quarterly data set contains data for each month of the quarter.

Organization: City of Austin
Photogrammetry-derived orthoimagery and elevation data for Kipnuk, Alaska, collected June 21, 2022

Photogrammetry-derived orthoimagery and elevation data for Kipnuk, Alaska, collected June 21, 2022, Raw Data File 2024-14, provides orthoimage and elevation data for Kipnuk, Alaska, acquired on June 21, 2022. The Alaska Division of Geological & Geophysical Surveys (DGGS) collected low-altitude aerial images from an unmanned aerial vehicle (UAV) in the community of Kipnuk, Alaska, on June 21, 2022. We used Structure-from-Motion (SfM) photogrammetry to produce a digital surface model (DSM) and orthoimagery. The orthoimage and elevation data are useful for assessing coastal hazards and changes over time. This data collection is released as a Raw Data File with an open end-user license. All files can be downloaded from the Alaska Division of Geological & Geophysical Surveys website (http://doi.org/10.14509/31271).

Tags: aerial, aerial geology, aerial photography, coastal and river, dggs, digital elevation model, digital surface model (dsm), elevation, emergency preparedness, engineering, engineering geology, environmental, erosion, flood, floodplain, fluvial, geologic, geologic hazards, geological process, geology, geomorphology, geotechnical, hazards, kipnuk, kuguklik river, orthoimagery, photogrammetry, raster image, remote sensing, river erosion, southwest alaska, structure from motion, surface, surficial, surficial geology, topography, water
Organization: State of Alaska
NOAA/WDS Paleoclimatology - Foster fire data from Otter Pond - IMPD USOTT001

This archived Paleoclimatology Study is available from the NOAA National Centers for Environmental Information (NCEI), under the World Data Service (WDS) for Paleoclimatology. The associated NCEI study type is Fire. The data include parameters of fire history|paleolimnology with a geographic location of Massachusetts, United States Of America. The time period coverage is from 1011 to -44 in calendar years before present (BP). See metadata information for parameter and study location details. Please cite this study when using the data.

Tags: charcoal sediment, climate indicators, continent, doc/noaa/nesdis/ncei, earth science, fire history, fire history|paleolimnology, land records, latitude 42.65, longitude -72.53, massachusetts, material: null, material: sediment, national centers for environmental information, nesdis, noaa, north america, otter pond, paleoclimate, paleoclimate indicators, u.s. department of commerce, united states of america, what: age, what: charcoal, what: depth
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Monthly Child Care Services Data Report - Families Served by ZIP Code 2021 Q4

The Monthly Child Care Services Data Report - Families Served by ZIP Code data set includes demographic data of parents and families of children receiving Child Care and Development Fund (CCDF) assistance. The Administration for Children and Families (ACF) Office of Child Care (OCC) collects data regarding the children and families served through the Child Care and Development Fund (CCDF) as well as the types of child care settings and facilities providing services. Each quarterly data set contains data aggregated by ZIP code for each month of the quarter. Counts less than 5 are masked with an asterisk (*) to protect the confidentiality of individuals in this report.

Organization: City of Austin
2023 Cartographic Boundary File (KML), Unified School District for Commonwealth of the Northern Mariana Islands, 1:500,000

The 2023 cartographic boundary KMLs are simplified representations of selected geographic areas from the U.S. Census Bureau's Master Address File / Topologically Integrated Geographic Encoding and Referencing (MAF/TIGER) Database (MTDB). These boundary files are specifically designed for small-scale thematic mapping. When possible, generalization is performed with the intent to maintain the hierarchical relationships among geographies and to maintain the alignment of geographies within a file set for a given year. Geographic areas may not align with the same areas from another year. Some geographies are available as nation-based files while others are available only as state-based files.

School Districts are single-purpose administrative units within which local officials provide public educational services for the area's residents. The Census Bureau obtains the boundaries, names, local education agency codes, grade ranges, and school district levels for school districts from state officials for the primary purpose of providing the U.S. Department of Education with estimates of the number of children in poverty within each school district. This information serves as the basis for the Department of Education to determine the annual allocation of Title I funding to states and school districts.

The cartographic boundary files include separate files for elementary, secondary and unified school districts. The generalized school district boundaries in this file are based on those in effect for the 2022-2023 school year, i.e., in operation as of January 1, 2023.

Tags: 2023, cartographic boundary, commonwealth of the northern mariana islands, generalized, kml, mp, school district, unified school district
Organization: U.S. Census Bureau, Department of Commerce
Monthly Child Care Services Data Report - Child Care Facilities 2022 Q3

The Monthly Child Care Services Data Report - Child Care Facilities data set includes the list of child care facilities and quality ratings providing services to children receiving Child Care and Development Fund (CCDF) assistance. The Administration for Children and Families (ACF) Office of Child Care (OCC) collects data regarding the children and families served through the Child Care and Development Fund (CCDF) as well as the types of child care settings and facilities providing services. Each quarterly data set contains data for each month of the quarter.

Organization: City of Austin
Monthly Child Care Services Data Report - Children Served by ZIP Code 2022 Q1

The Monthly Child Care Services Data Report - Children Served by ZIP Code data set includes demographic data of children receiving Child Care and Development Fund (CCDF) assistance. The Administration for Children and Families (ACF) Office of Child Care (OCC) collects data regarding the children and families served through the Child Care and Development Fund (CCDF) as well as the types of child care settings and facilities providing services. Each quarterly data set contains data aggregated by ZIP code for each month of the quarter. Counts less than 5 are masked with an asterisk (*) to protect the confidentiality of individuals in this report.

Tags: child-care, texas-workforce-commission
Organization: City of Austin
Monthly Child Care Services Data Report - Children Served by County 2021 Q1

The Monthly Child Care Services Data Report - Children Served by County data set includes demographic data of children receiving Child Care and Development Fund (CCDF) assistance. The Administration for Children and Families (ACF) Office of Child Care (OCC) collects data regarding the children and families served through the Child Care and Development Fund (CCDF) as well as the types of child care settings and facilities providing services. Each quarterly data set contains data aggregated by county for each month of the quarter. Counts less than 5 are masked with an asterisk (*) to protect the confidentiality of individuals in this report.

Organization: City of Austin
2023 Cartographic Boundary File (SHP), United States, 1:20,000,000

The 2023 cartographic boundary shapefiles are simplified representations of selected geographic areas from the U.S. Census Bureau's Master Address File / Topologically Integrated Geographic Encoding and Referencing (MAF/TIGER) Database (MTDB). These boundary files are specifically designed for small-scale thematic mapping. When possible, generalization is performed with the intent to maintain the hierarchical relationships among geographies and to maintain the alignment of geographies within a file set for a given year. Geographic areas may not align with the same areas from another year. Some geographies are available as nation-based files while others are available only as state-based files.

This file depicts the shape of the United States clipped back to a generalized coastline. This nation layer covers the extent of the fifty states, the District of Columbia, Puerto Rico, and each of the Island Areas (American Samoa, the Commonwealth of the Northern Mariana Islands, Guam, and the U.S. Virgin Islands) when scale appropriate.

Tags: 2023, cartographic boundary, generalized, shp, united states, united states of america (the), us
Organization: U.S. Census Bureau, Department of Commerce
Systematic Approaches for the Encoding of Chemical Groups: A Case Study

The Supporting Information contains the following material: data set with ARN groups downloaded from https://echa.europa.eu/assessment-regulatory-needs in Feb 2023 (S1_2023_02_03_assessment-of-regulatory-needs--arn─export.xlsx)

Curated data set with ARN groups with molecular structures and their quality scores, that was used for building the models (S2_ARN_groups.xlsx)

Descriptive statistics for the 86 substance groups (S3_ARN_stats.xlsx). For each group, we provide the number of substances as in the ARN group, the number of substances matched in DSSTox, the DSSTox substance type and the number of substances with structural information and its quality; document with additional figures and explanations referred to in the manuscript (S4_SystematicGroupingSI.docx)

Predicted groups, probabilities and domain assessment for all nonconfidential substances registered under REACH (S5_rf_application_1_results_redacted.xlsx); Cross-validation scoring results obtained in every iteration of outer and inner grid search for the random forest (RF) model (S6_outer_inner_grid_details_rf.xlsx)

Cross-validation scoring results obtained in every iteration of outer and inner grid search for the nearest neighbor (kNN) model (S7_outer_inner_grid_details_kn.xlsx)

Cross-validation scoring results obtained for the gradient boosting (GB) model. This data set is only provided for completeness because the GB model was evaluated but not used further. Due to the computational cost, we only performed the inner grid search using the optimal fingerprint parameters identified by the outer grid search with kNN and RF (radius 2, length 2,560) (S8_outer_inner_grid_details_gb.xlsx) (ZIP)

Tags: categories, dsstox, echa, reach, tsca
Organization: U.S. Environmental Protection Agency
PV Rooftop Database

The National Renewable Energy Laboratory's (NREL) Photovoltaic (PV) Rooftop Database (PVRDB) is a lidar-derived, geospatially-resolved dataset of suitable roof surfaces and their PV technical potential for 128 metropolitan regions in the United States. The PVRDB data are organized by city and year of lidar collection. Five geospatial layers are available for each city and year: 1) the raster extent of the lidar collection, 2) buildings identified from the lidar data, 3) suitable developable planes for each building, 4) aspect values of the developable planes, and 5) the technical potential estimates of the developable planes.

Tags: aspect, building, developable, developable-planes, energy, geospatial-data, gis, infrastructure, installations, lidar, nrel, nsrdb, photovoltaics, plane, power, pv, pvrdb, raster, roof, rooftop, solar
Organization: Department of Energy
Monthly Child Care Services Data Report - Children Served by County 2022 Q1

The Monthly Child Care Services Data Report - Children Served by County data set includes demographic data of children receiving Child Care and Development Fund (CCDF) assistance. The Administration for Children and Families (ACF) Office of Child Care (OCC) collects data regarding the children and families served through the Child Care and Development Fund (CCDF) as well as the types of child care settings and facilities providing services. Each quarterly data set contains data aggregated by county for each month of the quarter. Counts less than 5 are masked with an asterisk (*) to protect the confidentiality of individuals in this report.

Organization: City of Austin
Monthly Child Care Services Data Report - Child Care Facilities 2022 Q1

The Monthly Child Care Services Data Report - Child Care Facilities data set includes the list of child care facilities and quality ratings providing services to children receiving Child Care and Development Fund (CCDF) assistance. The Administration for Children and Families (ACF) Office of Child Care (OCC) collects data regarding the children and families served through the Child Care and Development Fund (CCDF) as well as the types of child care settings and facilities providing services. Each quarterly data set contains data for each month of the quarter.

Organization: City of Austin
Afghanistan Wind Power Density at 50-m Above Ground Level GIS Data

This dataset was developed by the National Renewable Energy Laboratory (NREL) for the [U.S. Agency for International Development'](http://www.usaid.gov/)s (USAID) [South Asia Regional Initiative for Energy Cooperation](http://www.sari-energy.org/) (SARI/E). The dataset contains Wind Power Density at 50-m Above Ground Level in the form of a GIS shapefile. The data were output in Geographic Information Systems (GIS) format and incorporated into a Geospatial Toolkit (GsT) which is provided in data resources. The GsT allows the user to examine the resource data in a geospatial context along with other key information relevant to renewable energy development, such as transportation networks, transmission corridors, existing power facilities, load centers, terrain conditions, and land use.

Tags: 50-m, afghanistan, available-resource, dataset, energy, fifty-meters, geospatial, geospatial-toolkit, gis, power, renewable-energy, resource, south-asia, wind, wind-energy, wind-power, wind-power-density, wind-resource
Organization: Department of Energy
Dataset for emissions estimates from fires in the wildland urban interface

This data set includes the emission factors and emission estimates that are used to generate the figures and tables in the manuscript. 

This dataset is associated with the following publication:
Holder, A., A. Ahmed, J. Vukovich, and V. Rao. Hazardous air pollutants emission estimates from wildfires in the wildland urban interface.   PNAS Nexus. Oxford University Press, OXFORD,  UK, 2(6): pgad186, (2023).

Tags: particulate-matter-pm, smoke, structure-fire, toxic-emissions
Organization: U.S. Environmental Protection Agency
Alternative Fueling Station Locations

Alternative fueling stations are located throughout the United States and Canada, and their availability continues to grow. The Alternative Fuels Data Center (AFDC) maintains a website where you can find alternative fueling stations near you or on a route, obtain counts of alternative fueling stations by state, view maps, and more.

The most recent dataset available for download here provides a "snapshot" of the alternative fueling station information for compressed natural gas (CNG), ethanol (E85), propane/liquefied petroleum gas (LPG), biodiesel (B20 and above), electric vehicle charging, hydrogen, and liquefied natural gas (LNG), as of July 29, 2021.

Tags: alt-fuel, alternative-fuels, alternative-fuels-stations, b20, biodiesel, charging-stations, cng, compressed-natural-gas, e85, electric-vehicles, electricity, energy, ethanol, ev, fuel, fuel-stations, hydrogen, liquefied-natural-gas, liquefied-natural-gas-lng, liquefied-petroleum-gas, lng, lpg, propane, station-locations, transportation, vehicles
Organization: Department of Energy
Households - Decennial Census Average Household Sizes

The Arlington Profile combines countywide data sources and provides a comprehensive outlook of the most current data on population, housing, employment, development, transportation, and community services. These datasets are used to obtain an understanding of community, plan future services/needs, guide policy decisions, and secure grant funding. A <a href="http://www.arlingtonva.us/profile">PDF Version</a> of the Arlington Profile can be accessed on the Arlington County website.

Organization: Arlington County, VA
Forecast - Forecast by Corridor

The Arlington Profile combines countywide data sources and provides a comprehensive outlook of the most current data on population, housing, employment, development, transportation, and community services. These datasets are used to obtain an understanding of community, plan future services/needs, guide policy decisions, and secure grant funding. A <a href="http://www.arlingtonva.us/profile">PDF Version</a> of the Arlington Profile can be accessed on the Arlington County website.

Organization: Arlington County, VA