AndreaBozzo/ceres-open-data-index huggingface dataset:
Fire Department and Emergency Medical Services Dispatched Calls for Service

<strong>A. SUMMARY</strong>
Fire Calls-For-Service includes all fire units' responses to 911 calls from the city's Computer-Aided Dispatch (“CAD”) system. This includes responses to Medical Incidents requiring EMS staff. Each record includes the call number, incident number, address, unit identifier, call type, and disposition. All relevant time intervals are also included. Because this dataset is based on responses, and since most calls involve multiple units, there are multiple records for each call number. Addresses are associated with an intersection or call box, not a specific address.

<strong>B. HOW THE DATASET IS CREATED</strong>
This dataset is an extract from the Department of Emergency Management’s computer-aided dispatch system. The dataset is enhanced with fire-department specific information before being uploaded to the open data portal.

<strong>C. UPDATE PROCESS</strong>
This dataset updates daily via automated data pipeline.

<strong>D. HOW TO USE THIS DATASET</strong>
This dataset is based on responses, and since most calls involve multiple units, there are multiple records for each call number. The most common call types are Medical Incidents, Alarms, Structure Fires, and Traffic Collisions. 

<strong>E. RELATED DATASETS</strong>
<u><a href="https://data.sfgov.org/Public-Safety/Fire-Incidents/wr8u-xric/about_data">Fire Incidents</a></u>

Tags: 911, calls, emergency-calls, fire, medical
Organization: City of San Francisco
EPA Facility Registry Service (FRS): RCRA_INACTIVE

This web feature service contains location and facility identification information from EPA's Facility Registry Service (FRS) for the subset of hazardous waste facilities that link to the Resource Conservation and Recovery Act Information System (RCRAInfo). EPA's comprehensive information system in support of the Resource Conservation and Recovery Act (RCRA) of 1976 and the Hazardous and Solid Waste Amendments (HSWA) of 1984, RCRAInfo tracks many types of information about generators, transporters, treaters, storers, and disposers of hazardous waste.  FRS identifies and geospatially locates facilities, sites or places subject to environmental regulations or of environmental interest. Using vigorous verification and data management procedures, FRS integrates facility data from EPA's national program systems, other federal agencies, and State and tribal master facility records and provides EPA with a centrally managed, single source of comprehensive and authoritative information on facilities. This data set contains the subset of FRS integrated facilities that link to inactive RCRAInfo hazardous waste facilities once the RCRAInfo data has been integrated into the FRS database. Additional information on FRS is available at the EPA website https://www.epa.gov/enviro/facility-registry-service-frs.

Tags: 020:072, air, cleanup, compliance, drinking water, environment, facilities, regulatory, remediation, united states
Organization: U.S. Environmental Protection Agency
EPA Facility Registry Service (FRS): TSCA

This web feature service contains location and facility identification information from EPA's Facility Registry Service (FRS) for the subset of facilities that link to the Toxic Substances Control Act (TSCA) Chemical Substance Inventory System. Section 8 (b) of the Toxic Substances Control Act (TSCA) requires EPA to compile, keep current and publish a list of each chemical substance that is manufactured or processed, including imports, in the United States for uses under TSCA. Also called the "TSCA Inventory" or simply "the Inventory," it plays a central role in the regulation of most industrial chemicals in the United States. FRS identifies and geospatially locates facilities, sites or places subject to environmental regulations or of environmental interest. Using vigorous verification and data management procedures, FRS integrates facility data from EPA's national program systems, other federal agencies, and State and tribal master facility records and provides EPA with a centrally managed, single source of comprehensive and authoritative information on facilities. This data set contains the subset of FRS integrated facilities that link to TSCA facilities once the TSCA data has been integrated into the FRS database. Additional information on FRS is available at the EPA website https://www.epa.gov/enviro/facility-registry-service-frs.

Tags: 020:072, air, cleanup, compliance, drinking water, environment, facilities, regulatory, remediation, united states
Organization: U.S. Environmental Protection Agency
EPA Facility Registry Service (FRS): CAMDBS

This web feature service contains location and facility identification information from EPA's Facility Registry Service (FRS) for the subset of facilities that link to the Clean Air Markets Division Business System (CAMDBS). Administered by the EPA Clean Air Markets Division, within the Office of Air and Radiation, CAMDBS supports the implementation of market-based air pollution control programs, including the Acid Rain Program and regional programs designed to reduce the transport of ozone. FRS identifies and geospatially locates facilities, sites or places subject to environmental regulations or of environmental interest. Using vigorous verification and data management procedures, FRS integrates facility data from EPA's national program systems, other federal agencies, and State and tribal master facility records and provides EPA with a centrally managed, single source of comprehensive and authoritative information on facilities. This data set contains the subset of FRS integrated facilities that link to CAMDBS facilities once the CAMDBS data has been integrated into the FRS database. Additional information on FRS is available at the EPA website https://www.epa.gov/enviro/facility-registry-service-frs.

Tags: 020:072, air, cleanup, compliance, drinking water, environment, facilities, regulatory, remediation, united states
Organization: U.S. Environmental Protection Agency
EPA Facility Registry Service (FRS): BIA

This web feature service contains location and facility identification information from EPA's Facility Registry Service (FRS) for the subset of facilities that link to the Bureau of Indian Affairs (BIA) school data on Indian land. The BIA is responsible for the administration and management of 55.7 million acres of land held in trust by the United States for American Indians, Indian Tribes, and Alaska natives and provides education services to approximately 48,000 Indian students. FRS identifies and geospatially locates facilities, sites or places subject to environmental regulations or of environmental interest. Using vigorous verification and data management procedures, FRS integrates facility data from EPA's national program systems, other federal agencies, and State and tribal master facility records and provides EPA with a centrally managed, single source of comprehensive and authoritative information on facilities. This data set contains the subset of FRS integrated facilities that link to the BIA school facilities once the BIA Indian School dataset has been integrated into the FRS database. Additional information on FRS is available at the EPA website https://www.epa.gov/enviro/facility-registry-service-frs.

Tags: 020:072, air, cleanup, compliance, environment, facilities, regulatory, remediation, united states
Organization: U.S. Environmental Protection Agency
EPA Facility Registry Service (FRS): ER_WWTP_NPDES

This web feature service contains location and facility identification information from EPA's Facility Registry System (FRS) for the subset of Waste Water Treatment Plant facilities that link to the National Pollutant Discharge Elimination System (NPDES) module of the Integrated Compliance Information System (ICIS). ICIS tracks NPDES surface water permits issued under the Clean Water Act. Under NPDES, all facilities that discharge pollutants from any point source into waters of the United States are required to obtain a permit. The permit will likely contain limits on what can be discharged, impose monitoring and reporting requirements, and include other provisions to ensure that the discharge does not adversely affect water quality. FRS identifies and geospatially locates facilities, sites or places subject to environmental regulations or of environmental interest. Using vigorous verification and data management procedures, FRS integrates facility data from EPA's national program systems, other federal agencies, and State and tribal master facility records and provides EPA with a centrally managed, single source of comprehensive and authoritative information on facilities. This data set contains the subset of FRS integrated facilities that link to NPDES facilities once the ICIS-NPDES data has been integrated into the FRS database. Additional information on FRS is available at the EPA website https://www.epa.gov/enviro/facility-registry-service-frs. These data are considered sensitive and are restricted to internal use only. The download file and map service are accessible only on the EPA intranet. EPA Category: Mission Sensitive, NARA Category: Critical Infrastructure.

Tags: alabama, alaska, american samoa, arizona, arkansas, california, cleanup, colorado, compliance, connecticut, contaminant, conterminous united states (conus), delaware, district of columbia, emergency response, environment, environmental management, esf3, facilities, florida, georgia, hawaii, idaho, illinois, indiana, iowa, kansas, kentucky, live data and maps, location, louisiana, maine, maryland, massachusetts, michigan, minnesota, mississippi, missouri, montana, nebraska, nevada, new hampshire, new jersey, new mexico, new york, north carolina, north dakota, ohio, oklahoma, oregon, pennsylvania, puerto rico, regulatory, remediation, resources, rhode island, sites, south carolina, south dakota, structure, tennessee, texas, toxics, united states (us) (usa), utah, vermont, virgin islands, virginia, washington, washington dc, waste, west virginia, wisconsin, wyoming
Organization: U.S. Environmental Protection Agency
EPA Facility Registry Service (FRS): SSTS

This data provides location and attribute information on Facilities regulated under the Section Seven Tracking System (SSTS). SSTS tracks the registration of all pesticide-producing establishments and tracks annually the types and amounts of pesticides, active ingredients, and related devices that are produced, sold, or distributed. The data provided in this service are obtained from EPA's Facility Registry Service (FRS).  The FRS is an integrated source of comprehensive (air, water, and waste) environmental information about facilities, sites or places. This service connects directly to the FRS database to provide this data as a feature service.  FRS creates high-quality, accurate, and authoritative facility identification records through rigorous verification and management procedures that incorporate information from program national systems, state master facility records, data collected from EPA's Central Data Exchange registrations and data management personnel. Additional Information on FRS is available at the EPA website https://www.epa.gov/enviro/facility-registry-service-frs.

Tags: 020:072, air, cleanup, compliance, drinking water, environment, facilities, pesticides, regulatory, united states
Organization: U.S. Environmental Protection Agency
EPA Facility Registry Service (FRS): BRAC

This web feature service contains location and facility identification information from EPA's Facility Registry Service (FRS) for the subset of facilities that link to the Base Realignment and Closure (BRAC) facilities. BRAC is a process used to close excess military installations and realign the total asset inventory in order to save money on operations and maintenance. FRS identifies and geospatially locates facilities, sites or places subject to environmental regulations or of environmental interest. Using vigorous verification and data management procedures, FRS integrates facility data from EPA's national program systems, other federal agencies, and State and tribal master facility records and provides EPA with a centrally managed, single source of comprehensive and authoritative information on facilities. This data set contains the subset of FRS integrated facilities that are classified as BRAC. Additional information on FRS is available at the EPA website https://www.epa.gov/enviro/facility-registry-service-frs.

Tags: 020:072, air, cleanup, compliance, drinking water, environment, facilities, regulatory, remediation, united states
Organization: U.S. Environmental Protection Agency
EPA Facility Registry Service (FRS): RBLC

This web feature service contains location and facility identification information from EPA's Facility Registry Service (FRS) for the subset of facilities that link to the RACT/BACT/LAER Clearinghouse (RBLC). The RBLC database contains case-specific information on the air pollution technologies that have been required to reduce the emission of air pollutions from stationary sources. RACT, or Reasonably Available Control Technology, is required on existing sources in areas that are not meeting national ambient air quality standards. BACT, or Best Available Control Technology, is required on major new or modified sources in clean areas. LAER, or Lowest Achievable Emission Rate, is required on major new or modified sources in non-attainment areas. FRS identifies and geospatially locates facilities, sites or places subject to environmental regulations or of environmental interest. Using vigorous verification and data management procedures, FRS integrates facility data from EPA's national program systems, other federal agencies, and State and tribal master facility records and provides EPA with a centrally managed, single source of comprehensive and authoritative information on facilities. This data set contains the subset of FRS integrated facilities that link to RBLC facilities once the RBLC data has been integrated into the FRS database. Additional information on FRS is available at the EPA website https://www.epa.gov/enviro/facility-registry-service-frs.

Tags: 020:072, air, cleanup, compliance, drinking water, environment, facilities, regulatory, remediation, united states
Organization: U.S. Environmental Protection Agency
EPA Facility Registry Service (FRS): ACRES

This web feature service consists of location and facility identification information from EPA's Facility Registry Service (FRS) for the subset of sites that link to the Assessment Cleanup and Redevelopment Exchange System (ACRES). ACRES stores information reported by EPA Brownfields grant recipients on Brownfields properties assessed or cleaned up with grant funding, as well as information on Targeted Brownfields Assessments (TBA) performed by EPA Regions. The Facility Registry Service (FRS) identifies and geospatially locates facilities, sites or places subject to environmental regulations or of environmental interest. Using vigorous verification and data management procedures, FRS integrates facility data from EPA's national program systems, other federal agencies, and State and tribal master facility records and provides EPA with a centrally managed, single source of comprehensive and authoritative information on facilities. This data set contains the subset of FRS facilities that link to Brownfields sites once the ACRES data has been integrated into the FRS database. Additional information on FRS is available at the EPA website https://www.epa.gov/enviro/facility-registry-service-frs.

Tags: 020:072, air, cleanup, compliance, drinking water, environment, facilities, regulatory, remediation, united states
Organization: U.S. Environmental Protection Agency
EPA Facility Registry Service (FRS): RCRA_TSD

This web feature service contains location and facility identification information from e Hazardous EPA's Facility Registry Service (FRS) for the subset of Hazardous Waste Treatment, Storage, and Disposal (TSD) facilities that link to the Resource Conservation and Recovery Act Information System (RCRAInfo). EPA's comprehensive information system in support of the Resource Conservation and Recovery Act (RCRA) of 1976 and the Solid Waste Amendments (HSWA) of 1984, RCRAInfo tracks many types of information about generators, transporters, treaters, storers, and disposers of hazardous waste.  A TSD Facility performs one or more of the following functions: 
Treatment: Any method, technique, or process, including neutralization, designed to change the physical, chemical or biological character or composition of any hazardous waste so as to neutralize such waste, or so as to recover energy or material resources from the waste, or so as to render such waste non-hazardous, or less hazardous; safer to transport, store or dispose of; or amenable for recovery, amenable for storage, or reduced in volume. 
Storage: The holding of hazardous waste for a temporary period, at the end of which the hazardous waste is treated, disposed of, or stored elsewhere. 
Disposal: The discharge, deposit, injection, dumping, spilling, leaking, or placing of any solid waste or hazardous waste into or on any land or water so that such solid waste or hazardous waste or any constituent thereof may enter the environment or be emitted into the air or discharged into any waters, including groundwaters. 
FRS identifies and geospatially locates facilities, sites or places subject to environmental regulations or of environmental interest. Using vigorous verification and data management procedures, FRS integrates facility data from EPA's national program systems, other federal agencies, and State and tribal master facility records and provides EPA with a centrally managed, single source of comprehensive and authoritative information on facilities. This data set contains the subset of FRS integrated facilities that link to RCRAInfo hazardous waste TSD facilities once the RCRAInfo data has been integrated into the FRS database. Additional information on FRS is available at the EPA website https://www.epa.gov/enviro/facility-registry-service-frs
			

Tags: 020:072, air, cleanup, compliance, drinking water, environment, facilities, regulatory, remediation, united states
Organization: U.S. Environmental Protection Agency
EPA Facility Registry Service (FRS): RCRA_ACTIVE

This web feature service contains location and facility identification information from EPA's Facility Registry Service (FRS) for the subset of active hazardous waste facilities that link to the Resource Conservation and Recovery Act Information System (RCRAInfo). EPA's comprehensive information system in support of the Resource Conservation and Recovery Act (RCRA) of 1976 and the Hazardous and Solid Waste Amendments (HSWA) of 1984, RCRAInfo tracks many types of information about generators, transporters, treaters, storers, and disposers of hazardous waste.  FRS identifies and geospatially locates facilities, sites or places subject to environmental regulations or of environmental interest. Using vigorous verification and data management procedures, FRS integrates facility data from EPA's national program systems, other federal agencies, and State and tribal master facility records and provides EPA with a centrally managed, single source of comprehensive and authoritative information on facilities. This data set contains the subset of FRS integrated facilities that link to active RCRAInfo hazardous waste facilities once the RCRAInfo data has been integrated into the FRS database. Additional information on FRS is available at the EPA website https://www.epa.gov/enviro/facility-registry-service-frs

Tags: 020:072, air, cleanup, compliance, drinking water, environment, facilities, regulatory, remediation, united states
Organization: U.S. Environmental Protection Agency
EPA Facility Registry Service (FRS): RADINFO

This web feature service contains location and facility identification information from EPA's Facility Registry Service (FRS) for the subset of facilities that link to the Radiation Information Database (RADINFO). RADINFO contains information about facilities that are regulated by EPA for radiation and radioactivity. FRS identifies and geospatially locates facilities, sites or places subject to environmental regulations or of environmental interest. Using vigorous verification and data management procedures, FRS integrates facility data from EPA's national program systems, other federal agencies, and State and tribal master facility records and provides EPA with a centrally managed, single source of comprehensive and authoritative information on facilities. This data set contains the subset of FRS integrated facilities that link to RADINFO facilities once the RADINFO data has been integrated into the FRS database.  Additional information on FRS is available at the EPA website http://www.epa.gov/enviro/html/fii/index.html

Tags: 020:072, compliance, energy, environment, exposure, facilities, hazards, radiation, regulatory, risk, united states
Organization: U.S. Environmental Protection Agency
EPA Facility Registry Service (FRS): EIS

This web feature service contains location and facility identification information from EPA's Facility Registry Service (FRS) for the subset of facilities that link to the Emission Inventory System (EIS). The Emission Inventory System (EIS) maintains an inventory of large stationary sources and voluntarily-reported smaller sources of air point pollution emitters. It contains information about facility sites and their physical location, emission units, emission processes, release points, control approaches, and regulations. Facility inventory data are kept separate from the emissions data and have stable identifiers to improve continuity from year to year and to help identify duplicate or missing facilities. FRS identifies and geospatially locates facilities, sites or places subject to environmental regulations or of environmental interest. Using vigorous verification and data management procedures, FRS integrates facility data from EPA's national program systems, other federal agencies, and State and tribal master facility records and provides EPA with a centrally managed, single source of comprehensive and authoritative information on facilities.  Additional information on FRS is available at the EPA website https://www.epa.gov/enviro/facility-registry-service-frs

Tags: 020:072, air, cleanup, compliance, drinking water, environment, facilities, regulatory, remediation, united states
Organization: U.S. Environmental Protection Agency
EPA Facility Registry Service (FRS): Wastewater Treatment Plants

This GIS dataset contains data on wastewater treatment plants, based on EPA's Facility Registry Service (FRS) and NPDES, along with Clean Watersheds Needs Survey (CWNS) and other data sources.

Tags: 020:072, cleanup, contaminant, drinking water, facilities, ground water, surface water, united states, waste, water
Organization: U.S. Environmental Protection Agency
BLM OR Fish Non Native Polygon Hub

FISH_NON_NATIVE_POLY: Presence or absence of a non-native fish within an NHD waterbody feature.

Tags: anadromous, aquatic, biota, boundaries, continuity, creeks, environment, fish, fisheries, headwaters, hydrology, inception, inlandwaters, invasive, lakes, lentic, lotic, non-native, oregon, periodicity, planflow, reservoirs, resident, riparian, rivers, stream-order, streamflow, streams, washington, wetlands, wildlife
Organization: Department of the Interior