AndreaBozzo/ceres-open-data-index huggingface dataset:
Vegetation - Lava Beds National Monument - 2019 [ds2859]

<div style='text-align:Left;'><div><div><p><span>The geographic information system (GIS) format spatial data set of vegetation for the Lava Beds National Monument (LABE) vegetation mapping and inventory project was created for the National Park Service (NPS) Vegetation Mapping Inventory Program (VMIP). The project area covers over 18,936 ha (46, 792 acres). The map classification scheme used to create the vegetation data set is designed to represent local vegetation types at the finest level possible using the National Vegetation Classification Standard (NVCS) Version 2. The associations present in each map unit are also coded into the database. Vegetation plot sampling was conducted to describe the associations and to develop the map classification scheme. A total of 169 vegetation plots were sampled at LABE. A detailed vegetation analysis of these data was undertaken along with historic information to develop the map classification scheme, in accordance with the National Vegetation Classification Standard (NVCS) Version 2. The vegetation data set was developed by interpreting 2009 NAIP aerial imagery and extensive field surveys. The project report for the LABE vegetation mapping project provides details pertaining to the methods of the vegetation sampling, classification, and mapping. The vegetation data are distributed as an ESRI format file geodatabase, stored in Universal Transverse Mercator zone 10 mapping coordinates, North American Datum 1983. </span></p><p><span>The vegetation map consists of 582 polygons. 65 of these polygons were 100% dominated by one vegetation type, the rest were interpreted to be a mix of two vegetation types. The percent cover attribute for the primary and secondary (if present) vegetation in each polygon was estimated from photographic and field evidence. In addition, the occurrence of up to two associations and their percent cover were identified as composing the primary and secondary vegetation. The minimum mapping unit of each polygon is 0.5 hectares. Identified secondary map units within each polygon were intermixed at a scale below the minimum map unit.</span></p><p><span>Vegetation types were crosswalked to MCV, CalVeg, and CWHR types by CDFW's Vegetation Classification and Mapping Program (VegCAMP). For the purpose of crosswalking, only the primary map unit was used.</span></p><p><span>The mapping report is available from the document library here: </span><a href='https://nrm.dfg.ca.gov/FileHandler.ashx?DocumentID=235741' style='text-decoration:underline;' rel='nofollow ugc'><span style='text-decoration:underline;'><span>https://nrm.dfg.ca.gov/FileHandler.ashx?DocumentID=235741</span></span></a><span>  </span></p><p><span>The report is also bundled with the dataset, which can be downloaded from BIOS here: https://filelib.wildlife.ca.gov/Public/BDB/GIS/BIOS/Public_Datasets/2800_2899/ds2859.zip</span></p></div></div></div>
Draft Protected Areas Exclusion (Solar) for 2026-2027 IRP

<p>The geospatial data reflected in this Protected Area Layer contain minor data versioning and consolidation updates from the <a target='_blank' href='https://caenergy.maps.arcgis.com/home/item.html?id=a60743cfb11d4b418bc92645aea57bd1' rel='nofollow ugc noopener noreferrer'>previous Protected Area Layer</a>. The components of the Protected Area Layer mostly pertain to natural and wilderness areas where development of utility-scale renewable energy is prohibited, and were heavily based on RETI 1.0 blackout areas.</p><p>The protected area layer for solar PV technology includes the <a target='_blank' href='https://blmsolar.anl.gov/solar-peis-2023/' rel='nofollow ugc noopener noreferrer'>BLM Western Solar Plan</a>, as well as the latest <a target='_blank' href='https://www.blm.gov/programs/fish-and-wildlife/sagegrouse/blm-sagegrouse-plans' rel='nofollow ugc noopener noreferrer'>Greater Sage-Grouse Habitat Management Areas</a> (note: the Sage Grouse Habitat Management Areas provide separate exclusion areas for solar, wind, and geothermal resources).<span>&nbsp; &nbsp;</span></p><p>More information is found in the<a target='_blank' href='https://www.cpuc.ca.gov/-/media/cpuc-website/divisions/energy-division/documents/integrated-resource-plan-and-long-term-procurement-plan-irp-ltpp/2024-2026-irp-cycle-events-and-materials/assumptions-for-the-2026-2027-tpp/final_2025_busbar_mappingmag_presentation_cec.pdf' rel='nofollow ugc noopener noreferrer'> CEC presentation</a> from the August 19 webinar, as well as the <a target='_blank' href='https://www.energy.ca.gov/data-reports/california-energy-planning-library/land-use-screens' rel='nofollow ugc noopener noreferrer'>2023 Land Use Screens Staff Report in the CEC Energy Planning Library</a>.<span style='font-family:&quot;Arial&quot;,sans-serif;'> </span>&nbsp;</p>
Eaton Fire Structure Status Map

<p style='margin-bottom:0in;'><font color='#666666' face='Arial, sans-serif'><span style='font-size:16px;'>This map feeds into a web app that allows a user to examine the known status of structures damaged by the wildfire. If a structure point does not appear on the map it may still have been impacted by the fire. Specific addresses can be searched for in the search bar. Use the imagery and topographic basemaps and photos to positively identify a structure. Photos may only be available for damaged and destroyed structures</span></font></p><p style='margin-bottom:0in;'><font color='#666666' face='Arial, sans-serif'><span style='font-size:16px;'><br /></span></font></p><p style='margin-bottom:0in;'><font color='#666666' face='Arial, sans-serif'><span style='font-size:16px;'>For more information about the wildfire response efforts, visit the </span></font><a href='https://www.fire.ca.gov/incidents/' target='_blank' rel='nofollow ugc noopener noreferrer'>CAL FIRE incident page</a><font color='#666666' face='Arial, sans-serif'><span style='font-size:16px;'>.</span></font></p>
California Water Rights Investigations

This list includes detail information for each investigation record as stored in the State Water Resources Control Board's "Electronic Water Rights Information Management System" (EWRIMS) database. Each row is represent the unique investigation record and the associated inspections, enforcement actions, violations, complaints, the "Points of Investigation" (POI) and the associated water right Application ID (unique identifier for a water right). Not all investigations are associated to a water right so there may not be any water right associated to the investigation  and one investigation may be associated with multiple points of investigations and multiple water right IDs.   This file is in flat file LONG format and does not include all the information associated to a water right such all uses and seasons.  Other information may be available in the associated flat files for each category.
Draft Protected Areas Exclusion (Wind) for 2026-2027 IRP

<p>The geospatial data reflected in this Protected Area Layer contain minor data versioning and consolidation updates from the <a target='_blank' href='https://caenergy.maps.arcgis.com/home/item.html?id=000100f3a1da43a2817e57342e6146c4' rel='nofollow ugc noopener noreferrer'>previous Protected Area Layer.</a> The components of the Protected Area Layer mostly pertain to natural and wilderness areas where development of utility-scale renewable energy is prohibited and were heavily based on RETI 1.0 blackout areas. The protected area layer is distinguished for wind technology by the latest <a target='_blank' href='https://www.blm.gov/programs/fish-and-wildlife/sagegrouse/blm-sagegrouse-plans' rel='nofollow ugc noopener noreferrer'>Greater Sage-Grouse Habitat Management Areas</a> (note: the Greater Sage Grouse Habitat Management Areas provide separate exclusion areas for the solar, wind and geothermal resources).<span>&nbsp;</span></p><p>More information is found in the <a target='_blank' href='https://www.cpuc.ca.gov/-/media/cpuc-website/divisions/energy-division/documents/integrated-resource-plan-and-long-term-procurement-plan-irp-ltpp/2024-2026-irp-cycle-events-and-materials/assumptions-for-the-2026-2027-tpp/final_2025_busbar_mappingmag_presentation_cec.pdf' rel='nofollow ugc noopener noreferrer'>CEC presentation</a> from the August 19 webinar, as well as the 2023 <a target='_blank' href='https://www.energy.ca.gov/data-reports/california-energy-planning-library/land-use-screens' rel='nofollow ugc noopener noreferrer'>Land Use Screens Staff Report in the CEC Energy Planning Library</a>.<span style='font-family:&quot;Arial&quot;,sans-serif;'> </span></p>
California Water Rights Inspections

This list includes detail information for each inspection record as stored in the State Water Resources Control Board's "Electronic Water Rights Information Management System" (EWRIMS) database. Each row is represent the unique inspection record and the associated investigation, the "Points of Investigation" (POI) and the associated water right Application ID (unique identifier for a water right). An inpection record may or not may be associated to a specific water right ID and one inspection may be associated with multiple points of investigations and multiple water right IDs.   This file is in flat file LONG format and does not include all the information associated to a water right such all uses and seasons.  Other information may be available in the associated flat files for each category.
Water Loss Audit Data From Urban Retail Water Suppliers (Superseded)

September 2025 Note: This original 2019 data is superseded by a more recent data which captures newer submissions and resubmissions of older data reports. Link to new CNRA dataset that may change daily: https://data.cnra.ca.gov/dataset/ca-urban-retail-water-system-water-annual-loss-audit-data

2019 Note: This data is taken from validated water loss audit data that is submitted to DWR annually. All volumes are listed in acre-feet.
Draft Wind Techno-economic Exclusions for 2026-2027 IRP

<p>The wind techno-economic exclusion layer has been updated for proposed use in the current 2026-2027 IRP cycle. The<a target='_blank' href='https://caenergy.maps.arcgis.com/home/item.html?id=b99eaaf368c54953844b578a92b0cd63' rel='nofollow ugc noopener noreferrer'> previous version</a> was developed in 2023. Two changes are reflected in this current draft update:<span>&nbsp;</span></p><ol><li>Low wind resource quality is defined by wind speeds less than 6.5 m/s according to Global Wind Atlas 100-meter hub height data. This screen replaces the previous wind quality screen of capacity factor greater than 20% based on work by Lopez et al. (2012).<sup>1</sup>&nbsp;</li><li><p>Existing project footprints are no longer reflected in this layer, but are instead incorporated into the base exclusions.&nbsp;</p><p>&nbsp;</p></li></ol><p>More information is found in the <a target='_blank' href='https://www.cpuc.ca.gov/-/media/cpuc-website/divisions/energy-division/documents/integrated-resource-plan-and-long-term-procurement-plan-irp-ltpp/2024-2026-irp-cycle-events-and-materials/assumptions-for-the-2026-2027-tpp/final_2025_busbar_mappingmag_presentation_cec.pdf' rel='nofollow ugc noopener noreferrer'>CEC </a>and <a target='_blank' href='https://www.cpuc.ca.gov/-/media/cpuc-website/divisions/energy-division/documents/integrated-resource-plan-and-long-term-procurement-plan-irp-ltpp/2024-2026-irp-cycle-events-and-materials/assumptions-for-the-2026-2027-tpp/webinar_slides_proposedupdates_busbarmapping_20250819.pdf' rel='nofollow ugc noopener noreferrer'>CPUC </a>presentations from the August 19 webinar, as well as the <a target='_blank' href='https://www.energy.ca.gov/data-reports/california-energy-planning-library/land-use-screens' rel='nofollow ugc noopener noreferrer'>2023 Land Use Screens Staff Report in the CEC Energy Planning Library</a>.<span style='font-family:&quot;Arial&quot;,sans-serif;'> </span></p><p>&nbsp;</p><p><span style='font-family:&quot;Arial&quot;,sans-serif; font-size:12px;'>1. Lopez, A. et. al. “U.S. Renewable Energy Technical Potentials: A GIS-Based Analysis,” 2012. </span><a target='_blank' href='https://www.nrel.gov/docs/fy12osti/51946.pdf' rel='nofollow ugc noopener noreferrer'><span style='font-family:&quot;Arial&quot;,sans-serif; font-size:12px;'>https://www.nrel.gov/docs/fy12osti/51946.pdf</span></a></p>
California Natural Gas Consumption Dashboard

The California Natural Gas Consumption dashboard illustrates the state’s historical natural gas consumption by agency, sector, and county level. Data is sourced from Quarterly Fuel and Energy Reports (QFER) California Energy Commission (CEC) Form 1308B, which provides monthly information about the volume and cost of natural gas to categories of end users and provides a list of gas retailers selling gas in California. Natural gas consumption data and information is further used in analyzing natural gas demand for local planning, informs California’s Energy Demand Forecast, and contributes to the Commission’s Integrated Energy Policy Report. Natural gas consumption data is collected quarterly under the authority of the California Code of Regulations, Title 20, Section 1308(b).

Annual statewide natural gas consumption is available to explore by sector, agency, and county. Each sector consists of several categories determined by the North American Industry Classification System (NAICS). Some forecast models, such as agriculture, water pumping, commercial building, “transportation, communications, & utilities” (TCU), industrial, and mining-are based on sector-level data subdivided by NAICS categories. NAICS categories consist of census defined NAICS subsectors and Energy Commission defined category codes. Data featured in this dashboard was previously made available via the California Energy Consumption Database Management (ECDMS). 

__Data last updated:__ September 5, 2025
Wildlife Movement Barriers - CDFW [ds2867]

<div style='text-align:Left;'><div><div><p><span>CDFW divides the state into six administrative Regions. CDFW staff in each Region identified linear segments of infrastructure that currently present barriers to wildlife populations in their jurisdiction. In doing so, the Regions used all available empirical information in their possession, including existing connectivity and road crossing studies, collared-animal movement data, roadkill observations, and professional expertise. This dataset represents all barriers identified statewide as of June 2024 and former barriers that have been remediated since 2020. This dataset represents CDFW's ongoing effort to identify priority wildlife movement barriers across the state. Currently, increasing attention is being directed toward wildlife habitat connectivity as a mechanism of maintaining biodiversity in the face of population growth and climate change. Listing priority wildlife barrier locations will help focus limited financial resources where the highest need has been identified to improve wildlife movement. This is complementary to CDFW’s fish passage barrier priorities that have been identified for anadromous fish. Like the fish passage priorities, the wildlife barrier priorities list will be periodically updated to reflect new information and barrier removal successes. Most of the barriers identified are highway segments, but other infrastructure types such as fencing, canals, local roads, and high speed rail alignments are also represented. Additional information can be found at </span><a href='https://wildlife.ca.gov/Conservation/Wildlife/Connectivity/Barriers' target='_blank' style='text-decoration:underline;' rel='nofollow ugc noopener noreferrer'><span>https://wildlife.ca.gov/Conservation/Wildlife/Connectivity/Barriers</span></a><span>.</span></p></div></div></div>
California Electricity Consumption Dashboard

The California Electricity Consumption dashboard illustrates the state’s historical electricity consumption by agency, sector, and county. Data is sourced from Quarterly Fuel and Energy Report (QFER) California Energy Commission (CEC) Form 1306A Schedule 1, which requires utility distribution companies (UDCs) to report the amount of electricity they deliver monthly to end-use customers, along with self-generation datasets. This electricity consumption data is used to analyze electricity demand for local planning and California’s energy demand forecasts. Electricity sales and delivery data are collected quarterly under the authority of the California Code of Regulations, Title 20, Section 1306(a).

Annual statewide electricity consumption can be explored by sector, agency, and county. Each sector consists of several codes defined by the North American Industry Classification System (NAICS). Some forecast models, such as those for agriculture & water pumping, commercial building, “transportation, communications, & utilities” (TCU), industrial, and mining, are based on sector-level data subdivided by NAICS categories. These categories consist of census-defined NAICS subsectors and Energy Commission-defined category codes. The data presented in this dashboard was previously available through the California Energy Consumption Database Management (ECDMS). 

__Data last updated:__ September 5, 2025
Population Percentage Within a Quarter Mile of Alcohol Outlets

This table contains data on the percentage of the total population living within 1/4 mile of alcohol outlets (off-sale, on-sale, total) for California, its regions, counties, county divisions, cities, towns, and Census tracts. Population data is from the 2010 Decennial Census, while the alcohol outlet location data is from 2014 (April).  Race/ethnicity stratification is included in the table. The table is part of a series of indicators in the Healthy Communities Data and Indicators Project of the Office of Health Equity.  Some studies have found that proximity to alcohol outlets (living within walking distance) is positively associated with outcomes like excessive alcohol consumption and other alcohol related harms like injuries and violence.  More information on the data table and a data dictionary can be found in the About/Attachments section.
Poverty Rate (<200% FPL) and Child (under 18) Poverty Rate by California Regions

This table contains data on the percentage of the total population living below 200% of the Federal Poverty Level (FPL), and the percentage of children living below 200% FPL for California, its regions, counties, cities, towns, public use microdata areas, and census tracts. Data for time periods 2011-2015 (overall poverty) and 2012-2016 (child poverty) and with race/ethnicity stratification is included in the table. The poverty rate table is part of a series of indicators in the Healthy Communities Data and Indicators Project of the Office of Health Equity. Poverty is an important social determinant of health (see http://www.healthypeople.gov/2020/topicsobjectives2020/overview.aspx?topicid=39) that can impact people’s access to basic necessities (housing, food, education, jobs, and transportation), and is associated with higher incidence and prevalence of illness, and with reduced access to quality health care. More information on the data table and a data dictionary can be found in the About/Attachments section.
Pre-2012 Hospital Annual Financial Data - Selected Data & Pivot Tables

On an annual basis (individual hospital fiscal year), individual hospitals and hospital systems report detailed facility-level data on services capacity, inpatient/outpatient utilization, patients, revenues and expenses by type and payer, balance sheet and income statement.  

Due to the large size of the complete dataset, a selected set of data representing a wide range of commonly used data items, has been created that can be easily managed and downloaded. The selected data file includes general hospital information, utilization data by payer, revenue data by payer, expense data by natural expense category, financial ratios, and labor information.

There are two groups of data contained in this dataset:
1) Selected Data - Calendar Year:  To make it easier to compare hospitals by year, hospital reports with report periods ending within a given calendar year are grouped together.  The Pivot Tables for a specific calendar year are also found here.
2) Selected Data - Fiscal Year:  Hospital reports with report periods ending within a given fiscal year (July-June) are grouped together.
Pre-2012 Hospital Annual Utilization Report & Pivot Tables

On an annual basis (individual hospital fiscal year), individual hospitals and hospital systems report detailed facility-level data.  The complete Data Set of annual utilization data reported by hospitals contains basic licensing information including bed classifications; patient demographics including occupancy rates, the number of discharges and patient days by bed classification, and the number of live births; as well as information on the type of services provided including the number of surgical operating rooms, number of surgeries performed (both inpatient and outpatient), the number of cardiovascular procedures performed, and licensed emergency medical services provided.
Pre-2012 Hospital Quarterly Financial & Utilization Report - Sum of Four Quarters

The summation contains updated data which reflect all corrections made by HCAI audit staff and hospital representatives. Each file consists of one rolling 4th quarter file for the respective calendar year of data. Comparison of the previously released data files with the revised data files may not have a material effect on statewide aggregations, but may have a significant effect on the data for individual hospitals.
Pre-2012 Specialty Care Clinic Utilization Data

Specialty clinics include freestanding surgical, chronic dialysis, and rehabilitation clinics as well as alternative birth centers. The complete data set of annual utilization data reported by specialty clinics contains descriptive information on services and encounters, basic information including the number of surgical operating rooms, number of surgeries performed, number of patients, number of encounters by service type, staffing, and major capital expenditures.  Also included are type of ownership and payment source information.The documentation, including report forms, is available for each reporting year.
Pre-2015 Utilization Rates for Selected Medical Procedures in California Hospitals

The dataset contains 5 utilization rates (Cesarean Delivery Rate, Uncomplicated; Primary Cesarean Delivery Rate, Uncomplicated; Vaginal Birth After Cesarean Rate, All; Vaginal Birth After Cesarean Rate, Uncomplicated; Laparoscopic Cholecystectomy)  for procedures performed in California hospitals. They are not related to the Let's Get Healthy California indicators. This dataset does not include procedures performed in outpatient settings. Data were reported for January – September 2015 due to coding changes from ICD-9-CM to ICD-10-CM/PCS for procedures, which began 10/1/2015. Comparisons across years should be made with caution since other years’ results are based on 12 months of data, while 2015 analysis is based on 9 months of data. The data starting 2015 may differ from previous years due to the coding change.
Program of All-Inclusive Care for the Elderly (PACE) Rates

__This page is considered archival. please refer to the new data landing page at [Medi-Cal Managed Care Capitation Rates by Managed Care Plan Models](https://data.chhs.ca.gov/dataset/medi-cal-managed-care-capitation-rates-by-managed-care-plan-models-consolidated).__

The datasets contain reimbursement rates paid to participating Program of All-Inclusive Care for the Elderly (PACE) organizations for calendar years 2015-2020. To be eligible for the PACE program, a person must be 55 years of age or older and reside in one of the following PACE service areas: Alameda, Contra Costa, Fresno, Humboldt, Los Angeles, Orange, Riverside, Sacramento, San Bernardino, San Diego, San Francisco, San Joaquin, Santa Clara, Stanislaus.