AndreaBozzo/ceres-open-data-index huggingface dataset:
BLM Natl Grazing Pasture Polygons

This polygon feature class represents the spatial extent and boundaries for BLM Grazing Pastures. A grazing pasture is simply a subset of a grazing allotment, where the grazing of livestock occurs. An allotment can have one or many pastures, or an allotment can have no pastures at all.
This national dataset is an aggregation from multiple datasets provided by the BLM Administrative States. Errors and inconsistencies may still be present in the data.

Tags: alaska, arizona, authorization, blm, boundaries, california, colorado, eastern-states, farming, grazing, idaho, lands, livestock, livestock-grazing, management, montana, nebraska, nevada, new-mexico, north-dakota, oregon, pasture, pastures, range, south-dakota, united-states, utah, washington, western-states, wyoming
Organization: Department of the Interior
Prioritizing Chemical Candidates from Non-targeted Analysis Using Metadata, Spectral Similarity, and Hazard Scoring within INTERPRET NTA

Supporting information for "Prioritizing Chemical Candidates from Non-targeted Analysis Using Metadata, Spectral Similarity, and Hazard Scoring within INTERPRET NTA"

Tags: assessment, cheminformatics, exposure, high-resolution-mass-spectrometry, non-targeted-analysis, software
Organization: U.S. Environmental Protection Agency
Soil lead conversion to plumbojarosite remains stable following lime addition and supports grass growth

Pb/As totals and IVBA. 

This dataset is associated with the following publication:
Blackmon, M., T. Sowers, A. Betts, C. Jiang, and K. Bradham. Lead transformation to plumbojarosite remains stable following lime addition for lead and arsenic contaminated soils.   JOURNAL OF HAZARDOUS MATERIALS. Elsevier Science Ltd, New York, NY, USA, 506: 141540, (2026).

Tags: arsenic, grass, lead, lime, remediation, soil, vegetation
Organization: U.S. Environmental Protection Agency
LECL Lewis and Clark NHT Descent Trail

The Descent Trail is a three-mile segment of the Lewis and Clark Trail National Historic Trail where visitors can walk in the footsteps of the Corps of Discovery, who descended this route on September 4, 1805, as they crossed the Bitterroot Mountains.

Tags: hiking, lecl, lewis-and-clark, lewis-and-clark-national-historic-trail, lewis-and-clark-trail, national-historic-trail, national-park-service, national-trails-system, nps, recreation, trail
Organization: Department of the Interior
Foy Lake Data

The dataset comprises a high-resolution sediment record spanning 7000 years from Foy Lake (Montana, USA). Foy Lake, situated at 48.1648°N, 114.3589°W and 1005 meters above sea level, is a deep freshwater lake within the drought-prone Flathead River Basin in the northern Rocky Mountains. Researchers collected percent abundances of 109 diatom taxa from a continuous lake sediment core, sampled approximately every 5–20 years, resulting in an extensive 7000-year record captured over 763 time-steps. 

This dataset is associated with the following publication:
Angeler, D., T. Eason, A. Garmestani, and C. Allen. Data sonification offers a novel approach for communicating Earth’s tipping points.   Ecology and Society. Resilience Alliance Publications, Waterloo,  CANADA, 31(1): 28, (2026).

Tags: climate-change, regine-shifts, resilience, tipping-points
Organization: U.S. Environmental Protection Agency
Phosphorus removal capacity, arsenic leaching, and PFAS content of drinking water treatment residuals with potential to enhance stormwater infrastructure in New England, USA

The data sets include results from analyzing drinking water treatment residuals (DWTRs) collected from 11 drinking water treatment facilities located in the Northeast Region. The goal of analyzing DWTRs are to understand their phosphorus (P) removal capacity, arsenic leaching, and PFAS content so that we can better utilize their potential for enhancing stormwater infrastructure in New England to achieve P reduction goal. 

This dataset is associated with the following publication:
Kubow, M., T. Chin, A. Sherman, Y. Yuan, M. Voorhees, A. Traviglia, J. McCord, M. Strynar, S. Hurley, and E. Roy. Phosphorus Removal Capacity, Arsenic Leaching, and PFAS Content of Drinking Water Treatment Residuals with Potential to Enhance Stormwater Infrastructure in New England.   Journal of Sustainable Water in the Built Environment. American Society of Civil Engineers (ASCE), New York, NY, USA, 12(2): 1-9, (2026).

Tags: arsenic, bioretention, drinking-water-treatment-residuals, green-stormwater-infrastructure, pfas, phosphorus, sorption
Organization: U.S. Environmental Protection Agency
Projecting California Light-Duty Vehicle Attributes (2019-2035): Appendix B

This data appendix contains supporting tables for the report titled "Projecting California Light-Duty Vehicle Attributes (2019-2035)". These tables contain data for the following projected vehicle attributes: acceleration, fuel economy, MSRP, vehicle range, and the number of vehicle models. Attribute projections for four scenarios are included: Low, Mid, High, and Bookend. Tables are divided into "ZEV" powertrains (BEV, FCEV, and PHEV) and "NonZEV" powertrains (Conventional Diesel, Conventional Gasoline, and Hybrid Gasoline) for each scenario. A dash ('-') indicates that no vehicle makes and models were available for the vehicle class considered.&nbsp;This data was used to inform light-duty vehicle market analysis done by the California Energy Commission (CEC) for the 2021 Integrated Energy Policy Report (IEPR). Further adjustments and post-processing were done by the CEC, and the results presented in these tables are not necessarily the same as the final values used in the 2021 IEPR.&nbsp;For details about these scenarios and the process of generating attributes, please consult the report.&nbsp;Suggested Citation: Ledna, Catherine, Aaron Brooker, and Dong-Yeon Lee. 2022. Projecting California Light-Duty Vehicle Attributes (Years 2019–2035). Golden, CO: National Renewable Energy Laboratory. NREL/TP-5400-82493.&nbsp;NOTICE&nbsp;This work was authored by the National Renewable Energy Laboratory, operated by Alliance for Sustainable Energy, LLC, for the U.S. Department of Energy (DOE) under Contract No. DE-AC36-08GO28308. Funding was provided by the California Energy Commission under Agreement 600-15-001. The views expressed in the article do not necessarily represent the views of the DOE or the U.S. Government. The U.S. Government retains and the publisher, by accepting the article for publication, acknowledges that the U.S. Government retains a nonexclusive, paid-up, irrevocable, worldwide license to publish or reproduce the published form of this work, or allow others to do so, for U.S. Government purposes.&nbsp;

Tags: adopt-model, light-duty-vehicle, vehicle-attributes
Organization: Department of Energy
Lidar-derived elevation data for upper Barry Arm fjord, southcentral Alaska, collected October 14, 2022

Lidar-derived elevation data for upper Barry Arm fjord, southcentral Alaska, collected October 14, 2022, Raw Data File 2026-10, provides a lidar-derived classified point cloud, digital terrain model (DTM), surface model (DSM), and intensity model for Upper Barry Arm fjord with focus on the Barry Arm landslide, northeast of Whittier in Prince William Sound, southcentral Alaska, during near snow-free ground conditions. The goal of the survey is to provide snow-free surface elevation data to assess landslide movement using repeat surveys during snow-free conditions. Ground control was collected on July 27, 2022, and airborne data were collected on October 14, 2022, and subsequently processed in Terrasolid and ArcGIS. These data are provided as a Raw Data File under an open end-user license and are available on the DGGS website (http://doi.org/10.14509/32063).

Tags: aerial, aerial geology, barry arm, barry glacier, cascade glacier, debris avalanche, debris flow, dggs, digital elevation model, digital surface model (dsm), digital terrain model, elevation, engineering, engineering geology, geologic, geologic hazards, geological process, geology, geomorphology, geotechnical, glacial, glacial deposits, glacial geology, glacial geomorphology, glacial processes, hazards, landslide, landslide susceptibility, las index shapefile, lidar, lidar intensity image, lidar las file format, point cloud data, remote sensing, rock avalanche, rockfall, slope, slope instability, southcentral alaska, surface, surficial, surficial geology, topography, unconsolidated deposits
Organization: State of Alaska
Electric Vehicle Population Data

This dataset shows the Battery Electric Vehicles (BEVs) and Plug-in Hybrid Electric Vehicles (PHEVs) that are currently registered through Washington State Department of Licensing (DOL).

Tags: bev, bevs, bolt, car, cars, chevrolet, chevy, clean-energy, department-of-licensing, dol, dol_open_data, electric, energy, environment, ev, evs, green-report, hybrid, hybrids, leaf, model-3, nhtsa, nissan, phev, phevs, plug-in, plug-ins, population, rao_ev, rao_open_data, rao_veh, tesla, vehicle, vehicles, volt
Organization: State of Washington
Hospital Diversions

<strong>A. SUMMARY</strong>
This dataset includes hospital diversion events declared by San Francisco hospitals.

<strong>B. HOW THE DATASET IS CREATED</strong>
San Francisco hospitals can declare ambulance diversion status, which diverts all ambulance transports away from the hospital of interest except certain specialty calls. This dataset contains number of diversion hours for each hospital. Each record includes the hospital name, the date and time diversion status started, the date and time diversion status ended, and duration of diversion status. 

<strong>C. UPDATE PROCESS</strong>
The data is updated monthly by San Francisco Emergency Medical Services Agency.

<strong>D. HOW TO USE THIS DATASET</strong>
Hospitals are allowed to go on diversion for a maximum of 2 hours before they must re-declare diversion. If 4 or more hospitals go on diversion at the same time, diversion is suspended across all hospitals which means that no hospitals can go on diversion for the next 4 hours. The exception is San Francisco General (SFG) hospital. SFG can declare Trauma Override (functionally identical to hospital diversion) while diversion is suspended since it is San Francisco’s only trauma center. Please refer to the <u><a href="https://data.staff.sf.gov/dataset/Hospital-Suspensions/6x9s-ipug/">Hospital Suspensions dataset</a></u> for more information on diversion suspension.

Organization: City of San Francisco
SFHSS Demographics Report

Annually, the San Francisco Health Service System (SFHSS) publishes a demographic report of its membership.  SFHSS administers comprehensive health benefits for employees and retirees from the City and County of San Francisco (CCSF), San Francisco Unified School District (SFUSD), City College of San Francisco (SFCCD), and the Superior Court of San Francisco (CRT), as well as their eligible dependents.

Tags: city-employees, demographics, employee-health-benefits, hss, retired-city-employees, sfhss
Organization: City of San Francisco
Historic Zoning Maps

<strong>A. SUMMARY</strong>
Scanned Zoning Maps from 1921, 1929, 1935, 1960, 1964, 1968, 1972, 1975, 1980, 1990, 1996, 2000
 
<strong>B. HOW THE DATASET IS CREATED</strong>
These PDFs were created by scanning the original, paper, zoning maps. 
 
<strong>C. UPDATE PROCESS</strong>
Additional older zoning maps may be added in future, as we progress with scanning all of our older records.
 
<strong>D. HOW TO USE THIS DATASET</strong>
Zoning ordinance and legends are included in the PDFs, which describe how to interpret the maps.

Tags: planning, zoning
Organization: City of San Francisco
Late Night Aircraft Departures

<strong>A. SUMMARY</strong>
This dataset consists of late-night flights departing between 1:00 a.m. and 5:00 a.m. It serves to quantify, measure, and report on how well airlines use over-water routing established by the Federal Aviation Administration and reduce aircraft overflying the San Francisco Peninsula to help mitigate noise.

This information is the data source used to produce a one-page report, “NIITE to GOBBS 1 a.m. to 5 a.m.” on page 5 of the monthly Airport Director’s Report. This report is available online at https://www.flysfo.com/about/community-noise/noise-office/reports/airport-directors-report

<strong>B. HOW TO USE THIS DATASET</strong>
It is important to note that not all flight records will have measurement details associated with the two navigation waypoints used in this analysis because not all flights will use them. However, there will be flights that flew by both navigation waypoints, so those respective measurement details are provided.

<strong>C. UPDATE PROCESS</strong>
Data is available starting in September 2022 and will be updated on a monthly basis.

Please contact the Noise Abatement Office at NoiseAbatementOffice@flysfo.com for any questions regarding this data.

Date created: May 30, 2023

Organization: City of San Francisco
Hospital Suspensions

<strong>A. SUMMARY</strong>
This dataset includes system-wide hospital diversion suspension information. 

<strong>B. HOW THE DATASET IS CREATED</strong>
This dataset contains the date and time diversion suspension began and ended. Hospitals can voluntarily declare diversion, which diverts all ambulance transports away from the given hospital excepting specialty care transports. However, when 4 or more hospitals go on diversion at the same time, diversion is suspended system-wide for 4 hours. This is called diversion suspension.

<strong>C. UPDATE PROCESS</strong>
The data is updated monthly by San Francisco Emergency Medical Services Agency.

<strong>D. HOW TO USE THIS DATASET</strong>
When 4 or more San Francisco hospitals declare diversion status, diversion gets suspended for all hospitals. Diversion suspension lasts for 4 hours until it ends and hospitals can declare diversion again. Please refer to the <u><a href="https://data.staff.sf.gov/Health-and-Social-Services/Hospital-Diversions/t4sf-777q/">Hospital Diversions dataset</a></u> for more information on diversion.

Organization: City of San Francisco
NREL Biomethane GIS Data

This dataset contains information about the biomass resources generated by county in the United States. It includes the following feedstock categories: crop residues, forest residues, primary mill residues, secondary mill residues, and urban wood waste.

The estimates are based on county-level statistics and/or point-source data gathered from the U.S. Department of Agriculture (USDA), USDA Forest Service, EPA and other organizations, which are further processed using relevant assumptions and conversions.


Tags: biomass, biomethane, geospatial, gis, re, renewable-energy, shapefile, united-states
Organization: Department of Energy
Ambulance Patient Offload Times

<strong>A. SUMMARY</strong>
This dataset includes aggregated metrics of ambulance patient offload time for ambulance transports to San Francisco hospitals. 

<strong>B. HOW THE DATASET IS CREATED</strong>
This dataset contains aggregated data by hospital and month for two metrics: 90th percentile of ambulance patient offload time (APOT) and number of patients by discrete APOT category. The dataset also includes systemwide data for both metrics. <a href="https://leginfo.legislature.ca.gov/faces/codes_displaySection.xhtml?lawCode=HSC&sectionNum=1797.120.5.">APOT is defined</a> as the interval between the arrival of an ambulance patient at an emergency department and the time that the patient is transferred to an emergency department gurney, bed, chair, or other acceptable location and the emergency department assumes responsibility for care of the patient.

<strong>C. UPDATE PROCESS</strong>
The data is updated monthly by San Francisco Emergency Medical Services Agency.

<strong>D. HOW TO USE THIS DATASET</strong>
This dataset is based on EMS patient care reports received from a state database. Please note that you must first filter by Hospital_full and Metric_unit before aggregating the Value field.

Organization: City of San Francisco
Boundaries - Wards (2023-)

Ward boundaries in Chicago from May 2023 onward, corresponding to the dates when a new City Council is sworn in, based on the immediately preceding elections. Neither this description nor the dataset should be relied upon in situations where legal precision is required.

​​​​​This dataset is in a forma​​t for spatial datasets that is inherently tabular but allows for a map as a derived view. Please click the indicated link below for such a map.

To export the data in either tabular or geographic format, please use the Export button on this dataset.

Tags: boundaries, city-council, elections, geo_layer, gis, ward
Organization: City of Chicago
House Share Prohibited Buildings List

A list of buildings excluded from short-term rental activity under the Shared Housing Ordinance.  See https://www.cityofchicago.org/city/en/depts/bacp/provdrs/bus/alerts/2016/july/Prohibited_Buildings_List_Affidavit.html for more information on the exclusion process.

Tags: house-share, regulation, restrictions
Organization: City of Chicago
Wards

Ward boundaries in Chicago from May 2003 to May 2015, corresponding to the dates when a new City Council is sworn in, based on the immediately preceding elections.  Neither this description nor the dataset should be relied upon in situations where legal precision is required. The data can be viewed on the Chicago Data Portal with a web browser. However, to view or use the files outside of a web browser, you will need to use compression software and special GIS software, such as ESRI ArcGIS (shapefile) or Google Earth (KML or KMZ), is required.

Tags: elections, gis, kml, kmz, map_layer, shapefiles
Organization: City of Chicago
Board of Standards and Appeals (BSA) Applications Status

Decisions made by the Board of applications filed since January 1, 1998 to the present are available on this site. The decisions include both resolutions on new applications and resolutions on amendments/extensions to earlier decisions.

Disclaimer: This data is provided solely for informational purposes and does not represent the full extent of the Board’s jurisdiction or decisions, which date to 1916. Researchers and property owners should contact the Board’s office at (212) 386-0009 for further information about a property. The City makes no representation as to the accuracy of the information or to its suitability for any purpose. The City disclaims any liability for errors that may be contained herein and shall not be responsible for any damages consequential or actual, arising out of or in connection with the use of this information. The City makes no warranties, express or implied, including, but not limited to, implied warranties of merchantability and fitness for a particular purpose as to the quality, content, accuracy, or completeness of the information, text, graphics, links, or other items contained in this data set.

Tags: amendments, application-status, bsa, bsa-decisions, decisions, resoultions
Organization: City of New York
HIV/AIDS Diagnoses by Neighborhood, Sex, and Race/Ethnicity (Historical)

<strong>Please note, this is now a historical dataset.</strong></br>
Information related to HIV/AIDS annual reporting has been consolidated in the following dataset where data from 2011 - 2022 can be found here: <a href="https://data.cityofnewyork.us/Health/DOHMH-HIV-AIDS-Annual-Report/fju2-rdad/about_data" target="_blank" rel="noopener noreferrer"> https://data.cityofnewyork.us/Health/DOHMH-HIV-AIDS-Annual-Report/fju2-rdad/about_data</a>
</br>The Department of Health and Mental Hygiene is working to back fill the data for 2010 and at that time this dataset will be removed from the portal.

Organization: City of New York
2010 Census Blocks

Census Blocks from the 2010 US Census for New York City clipped to the shoreline. These boundary files are derived from the US Census Bureau's TIGER project and have been geographically modified to fit the New York City base map. Because some census blocks are under water not all census blocks are contained in this file, only census blocks that are partially or totally located on land have been mapped in this file.

All previously released versions of this data are available on the <a href="https://www.nyc.gov/content/planning/pages/resources/datasets/census-blocks">DCP Website: BYTES of the BIG APPLE</a>. Current version: 26a

Tags: 2010, boundaries, boundary, census-block, cscl, dcp, department-of-city-planning, districts, lion, new-york-city, nyc, us-census-bureau
Organization: City of New York
2016 School Survey

Every year, all parents, all teachers, and students take the NYC School Survey. The survey ranks among the largest surveys of any kind ever conducted nationally. 
Survey results provide insight into a school's learning environment and contribute a measure of diversification that goes beyond test scores on the Progress Report. Survey questions assess the community's opinions on academic expectations, communication, engagement, and safety and respect. School leaders can use survey results to better understand their own school's strengths and target areas for improvement.

Organization: City of New York
2020 Public Use Microdata Areas (PUMAs)

The 2020 NYC Public Use Microdata Areas (PUMAs) are statistical geographic areas defined for the dissemination of 2020 Public Use Microdata Sample (PUMS) data. PUMAs have a minimum population of 100,000, are aggregated from census tracts, and approximate Community Districts (CDs), or combinations of CDs (There are 59 CDs and only 55 NYC PUMAs because of such combinations). These boundary files are derived from the US Census Bureau's TIGER project and have been geographically modified to fit the New York City base map.

All previously released versions of this data are available on the <a href="https://www.nyc.gov/content/planning/pages/resources/datasets/public-use-microdata-areas">DCP Website: BYTES of the BIG APPLE</a>. Current version: 26a

Tags: boundaries, census, dcp, department-of-city-planning, nyc, public-use-microdata-areas, puma
Organization: City of New York
State Assembly Districts (water areas included)

New York State Assembly District boundaries for New York City including portions under water.

All previously released versions of this data are available on the <a href="https://www.nyc.gov/content/planning/pages/resources/datasets/state-assembly">DCP Website: BYTES of the BIG APPLE</a>. Current version: 26a

Tags: boundaries, boundary, cscl, dcp, department-of-city-planning, districts, election, lion, new-york-city, new-york-state, nyc, nys, political, state-assembly-districts
Organization: City of New York
Preliminary Mayor's Management Report Agency Resources

Includes NYC agency resources from the Preliminary Mayor's Management Report (PMMR),  such as expenditures (includes all funds), personnel, revenue and paid overtime. This data is an overview of the financial and workforce resources used by an agency and the planned resources available to the agency in a given reporting fiscal year or future fiscal years. 
The PMMR, archived reports, and additional information is available at: https://www1.nyc.gov/site/operations/performance/mmr.page and https://dmmr.nyc.gov/

Tags: 4-month-actual, actual, agency-resource-indicators, agency-resources, capital-commitments, expenditures, human-services-contract-budget, management, operations, ops, overtime, overtime-paid, personnel, pmmr, preliminary-mayors-management-report, report, resources
Organization: City of New York
Electric Vehicle Title and Registration Activity

This shows records of title activity (transactions recording changes of ownership) and registration activity (transactions authorizing vehicles to be used on Washington public roads).

Tags: bev, bevs, bolt, car, cars, chevrolet, chevy, clean-energy, department-of-licensing, dol, dol_open_data, electric, electric-vehicle, energy, environment, ev, evs, green-report, hybrid, hybrids, leaf, model-3, nhtsa, nissan, phev, phevs, plug-in, plug-ins, population, rao_ev, rao_open_data, rao_veh, registrations, tesla, titles, vehicle, vehicles, volt
Organization: State of Washington