AndreaBozzo/ceres-open-data-index huggingface dataset:
California Seed Zones

California seed zone boundaries <span style='font-size:11.5pt;'>were first proposed in 1946, r</span>evised, and published as<span style='font-size:11.5pt;'> a joint report between the U.S. Forest Service and CAL FIRE in 1970. The 85 seed zones are defined by major areas in California having similar climatic, topographic, and soil conditions. These are areas where plant materials can be moved or transferred with minimal risk of being poorly adapted to a new location. Each seed zone is labelled by a three-digit identifier that reflects the layer’s creation. </span><span style='font-size:11.5pt; text-indent:-0.25in;'>The first digit indicates the physiographic and climatic region. </span><span style='font-size:11.5pt; text-indent:-0.25in;'>The second digit gives the subregion, which captures the next lower level of environmental changes known to affect growth and adaptability of plants. </span><span style='font-size:11.5pt; text-indent:-0.25in;'>The last digit denotes the subzone. Subzones are limited to about 50 miles in latitude and further refine the uniformity of environment within each subregion. Where possible, boundaries follow natural or physical features. </span><span style='font-size:11.5pt;'>For more information, see the original publication: </span><a href='https://www.fs.usda.gov/research/treesearch/41438' target='_blank' rel='nofollow ugc noopener noreferrer'>https://www.fs.usda.gov/research/treesearch/41438</a>.
COVID-19 Sewershed Restricted Case Data (ARCHIVED)

__Note: This dataset is no longer being archived as of March 17, 2025.__

The California Department of Public Health (CDPH) aggregates confirmed cases of COVID-19 by sewershed restricted locations. Confirmed cases are defined as individuals with a positive molecular test, which tests for viral genetic material, such as a polymerase chain reaction test.

Since wastewater data available starts from January 1st, 2021, rather than the beginning of the COVID-19 pandemic in 2020, the cumulative counts of the confirmed cases variable are shown as “NA”.

Please note that values less than 5 for confirmed cases are masked (shown as “Masked”) if the sewershed population size is 50,000 or fewer, in accordance with de-identification guidelines. Values less than 3 for cases are masked (shown as “Masked”) if the sewershed population size is between 50,001 and 250,000. For no confirmed cases reported, values are set as zero.
Number of Family PACT Clients Served with Family Planning Methods/Services by Fiscal Years

This data file contains information on the number of clients served with a contraception method or service accessed through the Family Planning, Access, Care, and Treatment (Family PACT) Program from July 1, 2003, through the current FY of available data. Women who received any service related to a method, including receipt, maintenance, and monitoring were included in the count of clients. The methods and services reimbursed by Family PACT include: oral contraceptives, patch, ring, contraceptive injections, contraceptive implants, IUC, barriers and natural family planning methods, female sterilization, and vasectomy.
CalOES Administrative Regions and MARs

<div><div><font size='4'>The California Governor’s Office of Emergency Services’ (Cal OES) <a href='https://calema.maps.arcgis.com/home/item.html?id=6150776016a84ac18fd33c3ad825064b' target='_blank'>Regions and MARs feature layer</a> is a graphical representation Administrative Regions and Law/Fire Mutual Aid Regions.  The primary audience is the general public as well as Cal OES response personnel and supporting partners. </font></div><div><font size='4'><br /></font></div><div><font size='4'>The user assumes the entire risk related to their use of this information. Cal OES provides such information &quot;as is,&quot; and disclaims any and all warranties, whether express or implied, including (without limitation) any implied warranties of merchantability or fitness for a particular purpose. In no event will Cal OES be liable to you or to any third party for any direct, indirect, incidental, consequential, special or exemplary damages or lost profit resulting from any use or misuse of this data.</font></div></div>
CalOES Fire Mutual Aid Regions

<div><div><font size='4'>The California Governor’s Office of Emergency Services’ (Cal OES) <a href='https://calema.maps.arcgis.com/home/item.html?id=6150776016a84ac18fd33c3ad825064b' target='_blank'>Regions and MARs feature layer</a> is a graphical representation Administrative Regions and Law/Fire Mutual Aid Regions.  The primary audience is the general public as well as Cal OES response personnel and supporting partners. </font></div><div><font size='4'><br /></font></div><div><font size='4'>The user assumes the entire risk related to their use of this information. Cal OES provides such information &quot;as is,&quot; and disclaims any and all warranties, whether express or implied, including (without limitation) any implied warranties of merchantability or fitness for a particular purpose. In no event will Cal OES be liable to you or to any third party for any direct, indirect, incidental, consequential, special or exemplary damages or lost profit resulting from any use or misuse of this data.</font></div></div>
Foothill Yellow-legged Frog Clade Boundaries [ds2865]

<div style='text-align:Left;'><div><div><p style='margin:0 0 0 0;'><span>Foothill Yellow-legged Frogs (</span><span style='font-style:italic;'>Rana boylii</span><span>) are currently recognized as a California Species of Special Concern, a non-regulatory designation intended to focus attention on animals at conservation risk, stimulate research on poorly known species, and achieve conservation and recovery of these animals before they meet criteria for listing as threatened or endangered under the California Endangered Species Act (CESA; Fish and G. Code, § 2050 et seq.). </span></p><p style='margin:0 0 0 0;'><span /></p><p style='margin:0 0 0 0;'><span>Under the California Code of Regulations, Title 14, Section 670.5, the following FYLF designations have been made: Southwest/South Coast, West/Central Coast, and East/Southern Sierra clades are Endangered; Northeast/Northern Sierra and Feather River clades are Threatened. The Northwest/North Coast clade is not listed under the California Endangered Species Act but retains the status of California Species of Special Concern. California Fish and Game Commission Notice of Findings for FYLF: </span><a href='https://nrm.dfg.ca.gov/FileHandler.ashx?DocumentID=177905' style='text-decoration:underline;' rel='nofollow ugc'><span>https://nrm.dfg.ca.gov/FileHandler.ashx?DocumentID=177905</span></a><span>. </span></p><p style='margin:0 0 0 0;'><span /></p><p style='margin:0 0 0 0;'><span>Additionally, the Foothill Yellow-legged Frog throughout its range in California and Oregon is currently under review by the U.S. Fish and Wildlife Service for listing as threatened or endangered under the federal Endangered Species Act. Status Review Document: </span><a href='http://nrm.dfg.ca.gov/FileHandler.ashx?DocumentID=174663&amp;inline' style='text-decoration:underline;' rel='nofollow ugc'><span>http://nrm.dfg.ca.gov/FileHandler.ashx?DocumentID=174663</span></a><span>.</span></p></div></div></div>
Southern Torrent Salamander Range - CWHR A005 [ds1134]

<div style='text-align:Left;'><div><div><p style='margin:0 0 14 0;'><span><span>Vector datasets of CWHR range maps are one component of California Wildlife Habitat Relationships (CWHR), a comprehensive information system and predictive model for California's wildlife. The CWHR System was developed to support habitat conservation and management, land use planning, impact assessment, education, and research involving terrestrial vertebrates in California. CWHR contains information on life history, management status, geographic distribution, and habitat relationships for wildlife species known to occur regularly in California. Range maps represent the maximum, current geographic extent of each species within California. They were originally delineated at a scale of 1:5,000,000 by species-level experts and have gradually been revised at a scale of 1:1,000,000. For more information about CWHR, visit the CWHR webpage (</span><a href='https://www.wildlife.ca.gov/Data/CWHR' style='text-decoration:underline;' rel='nofollow ugc'><span>https://www.wildlife.ca.gov/Data/CWHR</span></a><span>). The webpage provides links to download CWHR data and user documents such as a look up table of available range maps including species code, species name, and range map revision history; a full set of CWHR GIS data; .pdf files of each range map or species life history accounts; and a User Guide.</span></span></p></div></div></div>
Red-Bellied Newt Range - CWHR A008 [ds1137]

<div style='text-align:Left;'><div><div><p style='margin:0 0 14 0;'><span><span>Vector datasets of CWHR range maps are one component of California Wildlife Habitat Relationships (CWHR), a comprehensive information system and predictive model for California's wildlife. The CWHR System was developed to support habitat conservation and management, land use planning, impact assessment, education, and research involving terrestrial vertebrates in California. CWHR contains information on life history, management status, geographic distribution, and habitat relationships for wildlife species known to occur regularly in California. Range maps represent the maximum, current geographic extent of each species within California. They were originally delineated at a scale of 1:5,000,000 by species-level experts and have gradually been revised at a scale of 1:1,000,000. For more information about CWHR, visit the CWHR webpage (</span><a href='https://www.wildlife.ca.gov/Data/CWHR' style='text-decoration:underline;' rel='nofollow ugc'><span>https://www.wildlife.ca.gov/Data/CWHR</span></a><span>). The webpage provides links to download CWHR data and user documents such as a look up table of available range maps including species code, species name, and range map revision history; a full set of CWHR GIS data; .pdf files of each range map or species life history accounts; and a User Guide.</span></span></p></div></div></div>
Los Angeles River Restoration and Access (LLARRA) Temperature Analysis - Lower Los Angeles River - 2024-2025

WCB Grant 2023114: Lower Los Angeles River Restoration and Access: Data includes one (1) year of temperature analysis to inform the design and serve as a baseline for restoration efforts. Two (2) sampling locations (Imperial Hwy. and Del Amo Blvd.) with direct measurement of water temperatures recorded from submerged data loggers over that time period. 

Data collected from two (2) locations over the course of one (1) year to capture seasonal temperature variation in the lower Los Angeles River. Data was collected from TidbiT data loggers that were kept submerged in the low-flow channel; both Imperial and Del Amo have bridge piers located in the middle of the low-flow channel, which makes year-round submersion of the temperature sensors possible. 

Data was collected in support of restoration efforts in the lower Los Angeles River, specifically the Lower Los Angeles River Restoration and Access (LLARRA) project. The project is in the planning and design phase (9/2025) and the collected data will serve to both guide restoration priorities going forward and serve as a baseline for projected beneficial outcomes of the project. 

The LLARRA project area is located between Paramount and Compton, roughly equidistant from the Imperial and Del Amo sampling locations. Those locations were selected for sampling due to mid-stream bridge piers that allowed sampling and measurement in relatively safe locations over the course of the work. Temperatures fluctuated seasonally, as expected, with colder temps dipping below 10 degrees C in the winter months, and reaching as high as 30 degrees C during the height of summer. These parameters provide a clear but challenging matrix for restoration priorities.

This data and metadata were submitted by California Department of Fish and Wildlife (CDFW) Staff though the Data Management Plan (DMP) framework with the id: DMP000718. For more information, please visit https://wildlife.ca.gov/Data/Sci-Data.
Los Angeles River Restoration and Access (LLARRA) Water Quality Analysis - Lower Los Angeles River - 2024-2025

WCB Grant 2023114: Lower Los Angeles River Restoration and Access: Data includes one (1) year of water quality analysis to inform the design and serve as a baseline for restoration efforts. Two (2) sampling locations (Imperial Hwy. and Del Amo Blvd.) with both laboratory and field analysis for relevant WQ constituents.

Data collected from two (2) locations over the course of one year to characterize both organic and inorganic indicators of water quality in the lower Los Angeles River. Data includes analytes targeted by laboratory analysis (sulfate, chloride, metals, etc.) and field measurement where appropriate (Temperature, pH, Electrical conductivity, Dissolved Oxygen, etc.)

This data and metadata were submitted by California Department of Fish and Wildlife (CDFW) Staff though the Data Management Plan (DMP) framework with the id: DMP000719. For more information, please visit https://wildlife.ca.gov/Data/Sci-Data.
California CIR 2005 1m

<span><span><span><span><span><p><span><span><span>Color infrared (CIR) imagery acquired during NAIP 2005 flights. The source CIR 1-meter resolution imagery was purchased from the North West Group (NWG) by three state agencies (California Dept. of Fish and Game, California Dept. of Transportation, and California Dept. of Water Resources). No access constraints, but there are use constraints. CIR coverage was not available in all areas. THIS CIR IMAGERY IS NOT A NAIP PRODUCT. Band1=NearIR, Band2=R, Band3=G.</span></span></span></p></span></span></span></span></span><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This
 service is offered by the California Department of Fish and Wildlife 
(CDFW).  For more information about CDFW map services, please visit: </span><a href='https://wildlife.ca.gov/Data/GIS/Map-Services' rel='nofollow ugc'>https://wildlife.ca.gov/Data/GIS/Map-Services</a><span><span><span><span><span><br /></span></span></span></span></span>
California CIR 2005 NDVI 1m

<span><span><span><p><span><span><span><span><span>A Normalized Differential Vegetation Index (NDVI) was applied to the source 2005 1-meter resolution color infrared (CIR) imagery. NDVI=(NearIR-Red)/(NearIR+Red). The color ramp (produced by ESRI) goes from brown (less healthy vegetation) to red to green (healthier vegetation or more &quot;greenness&quot;). Lack of statewide color balancing of the source CIR imagery shows inconsistencies in NDVI results between adjacent areas. No access constraints, but there are use constraints (see source product metadata).</span></span></span></span></span></p><p><span><span><span><span><span><span><span><span>The source color infrared (CIR) imagery was acquired during NAIP 2005 flights. The imagery was purchased from the North West Group (NWG) by three state agencies (California Dept. of Fish and Game, California Dept. of Transportation, and California Dept. of Water Resources). No access constraints, but there are use constraints. CIR coverage was not available in all areas. THIS IMAGERY IS NOT A NAIP PRODUCT. Band1=NearIR, Band2=R, Band3=G.</span></span></span></span></span></span></span></span></p><p><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This
 service is offered by the California Department of Fish and Wildlife 
(CDFW).  For more information about CDFW map services, please visit: </span><a href='https://wildlife.ca.gov/Data/GIS/Map-Services' rel='nofollow ugc'>https://wildlife.ca.gov/Data/GIS/Map-Services</a><br /></p></span></span></span>
NAIP 2012 1m California

<p><span style=''><span><span style=''><span><span><span></span></span></span></span></span></span></p><p><span><span><span><span><span><span>Natural color representation of NAIP 2012 1-meter resolution aerial imagery. Band1=R, Band2=G, Band3=B.</span></span></span></span></span></span></p><p><span style='font-family: &quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size: 16px;'>This service is offered by the California Department of Fish and Wildlife (CDFW).  For more information about CDFW map services, please visit: </span><a href='https://wildlife.ca.gov/Data/GIS/Map-Services' rel='nofollow ugc' style='color: rgb(0, 121, 193); text-decoration-line: none; font-family: &quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size: 16px;'>https://wildlife.ca.gov/Data/GIS/Map-Services</a><br /></p><span style='display:none;'></span><p></p><p></p><span style='display:none;'></span>
NAIP 2012 4-Band 1m California

<p><span style=''><span><span style=''><span><span></span></span></span></span></span></p><p><span><span><span><span><span>This service delivers all 4 bands of the NAIP 2012 1-meter resolution aerial imagery. This service may be slower than other related NAIP 2012 services because of the amount and/or format of data being served. Band1=R, Band2=G, Band3=B, Band4=NearIR.</span></span></span></span></span></p><p><span style='font-family: &quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size: 16px;'>This service is offered by the California Department of Fish and Wildlife (CDFW).  For more information about CDFW map services, please visit: </span><a href='https://wildlife.ca.gov/Data/GIS/Map-Services' rel='nofollow ugc' style='color: rgb(0, 121, 193); text-decoration-line: none; font-family: &quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size: 16px;'>https://wildlife.ca.gov/Data/GIS/Map-Services</a><br /></p><span style='display:none;'></span><p><font color='#21759b'></font></p><p></p><span style='display:none;'></span>
NAIP 2012 CIR 1m California

<span style=''><span><p></p><p></p><span style='display:none;'></span><p><font color='#21759b'></font></p></span></span><p></p><span style='display:none;'></span><p></p><div style='margin-top:1em; display:block;'><div style='display:none;'><span><span><span><span></span><span>●</span><span><span>Save</span></span></span></span></span><span><span><span><span></span><span>●</span><span><span>Cancel</span></span></span></span></span> </div></div><div style='clear:both;'><font size='3'></font></div><div><span style=''><span><p></p><span style='display:none;'></span><p><font color='#21759b'></font></p></span></span><span style='display:none;'></span><p><span style=''><span></span></span></p><p><span style=''><span><span></span></span></span></p><p><span><span><span><span><span>Color infrared (CIR) representation of NAIP 2012 1-meter resolution aerial imagery. Band1=NearIR, Band2=R, Band3=G.</span></span></span></span></span></p><div><span style='font-family: &quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size: 16px;'>This
 service is offered by the California Department of Fish and Wildlife 
(CDFW).  For more information about CDFW map services, please visit: </span><a href='https://wildlife.ca.gov/Data/GIS/Map-Services' rel='nofollow ugc'>https://wildlife.ca.gov/Data/GIS/Map-Services</a><br /></div><p></p><p></p><p></p><p></p><span style='display:none;'></span><p><font color='#21759b'></font></p><p></p><p></p><p></p><span style='display:none;'></span><p></p></div>
NAIP 2014 1m California

Natural color representation of NAIP 2014 aerial imagery. Band1=R, Band2=G, Band3=B.<div><br /></div><div><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This
 service is offered by the California Department of Fish and Wildlife 
(CDFW).  For more information about CDFW map services, please visit: </span><a href='https://wildlife.ca.gov/Data/GIS/Map-Services' rel='nofollow ugc' style='color:rgb(0, 121, 193); text-decoration-line:none; font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>https://wildlife.ca.gov/Data/GIS/Map-Services</a><br /></div>
NAIP 2014 4-Band 1m California

This service delivers all 4 bands of the NAIP 2014 aerial imagery and may be slower than other related NAIP 2014 services because of the amount and/or format of data being served. Band1=R, Band2=G, Band3=B, Band4=NearIR.<div><br /></div><div><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This
 service is offered by the California Department of Fish and Wildlife 
(CDFW).  For more information about CDFW map services, please visit: </span><a href='https://wildlife.ca.gov/Data/GIS/Map-Services' rel='nofollow ugc' style='color:rgb(0, 121, 193); text-decoration-line:none; font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>https://wildlife.ca.gov/Data/GIS/Map-Services</a><br /></div>
NAIP 2014 CIR 1m California

Color infrared (CIR) representation of NAIP 2014 aerial imagery. Band1=NearIR, Band2=R, Band3=G.<div><br /></div><div><div><span style='font-family: &quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size: 16px;'>This
 service is offered by the California Department of Fish and Wildlife 
(CDFW).  For more information about CDFW map services, please visit: </span><a href='https://wildlife.ca.gov/Data/GIS/Map-Services' rel='nofollow ugc'>https://wildlife.ca.gov/Data/GIS/Map-Services</a><br /></div></div>
NAIP 2014 NDVI 1m California

A Normalized Difference Vegetation Index (NDVI) was applied to the source NAIP 2014 imagery. NDVI=(NearIR-Red)/(NearIR+Red). The color ramp (produced by ESRI) goes from brown (less healthy vegetation) to red to green (healthier vegetation or more &quot;greenness&quot;).<div><br /></div><div><div><span style='font-family: &quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size: 16px;'>This
 service is offered by the California Department of Fish and Wildlife 
(CDFW).  For more information about CDFW map services, please visit: </span><a href='https://wildlife.ca.gov/Data/GIS/Map-Services' rel='nofollow ugc'>https://wildlife.ca.gov/Data/GIS/Map-Services</a><br /></div></div><div><font size='3'><br /></font></div>
NAIP 2018 4-Band 60cm California

This service delivers all 4 bands of the NAIP 2018 60-cm resolution aerial imagery and may be slower than other related NAIP 2018 services because of the amount and/or format of data being served. Band1=R, Band2=G, Band3=B, Band4=NearIR.<div><br /></div><div><span style='font-family: &quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size: 16px;'>This service is offered by the California Department of Fish and Wildlife (CDFW).  For more information about CDFW map services, please visit: </span><a href='https://wildlife.ca.gov/Data/GIS/Map-Services' rel='nofollow ugc' style='color: rgb(0, 121, 193); text-decoration-line: none; font-family: &quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size: 16px;'>https://wildlife.ca.gov/Data/GIS/Map-Services</a><br /></div>