AndreaBozzo/ceres-open-data-index huggingface dataset:
Long-Billed Dowitcher Range - CWHR B197 [ds1486]

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 ([https://www.wildlife.ca.gov/Data/CWHR]). 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.
Wilson's Snipe Range - CWHR B199 [ds1487]

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 ([https://www.wildlife.ca.gov/Data/CWHR]). 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.
Wilson's Phalarope Range - CWHR B200 [ds1488]

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 ([https://www.wildlife.ca.gov/Data/CWHR]). 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.
Bonaparte's Gull Range - CWHR B211 [ds1489]

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 ([https://www.wildlife.ca.gov/Data/CWHR]). 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.
Heermann's Gull Range - CWHR B212 [ds1490]

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 ([https://www.wildlife.ca.gov/Data/CWHR]). 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.
Mew Gull Range - CWHR B213 [ds1491]

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 ([https://www.wildlife.ca.gov/Data/CWHR]). 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.
Brown Creeper Range - CWHR B364 [ds1593]

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 ([https://www.wildlife.ca.gov/Data/CWHR]). 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.
Pygmy Nuthatch Range - CWHR B363 [ds1592]

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 ([https://www.wildlife.ca.gov/Data/CWHR]). 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.
White-Breasted Nuthatch Range - CWHR B362 [ds1591]

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 ([https://www.wildlife.ca.gov/Data/CWHR]). 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.
NAIP 2010 4-Band 1m California

This service delivers all 4 bands of the NAIP 2010 aerial imagery. This service may be slower than other related NAIP 2010 services because of the amount and/or format of data being served. Band1=R, Band2=G, Band3=B, Band4=NearIR. This service is offered by the California Department of Fish and Wildlife (CDFW). For more information about CDFW map services, please visit: [https://wildlife.ca.gov/Data/GIS/Map-Services]
NAIP 2010 CIR 1m California

Color infrared (CIR) representation of NAIP 2010 aerial imagery. Band1=NearIR, Band2=R, Band3=G. This service is offered by the California Department of Fish and Wildlife (CDFW). For more information about CDFW map services, please visit: [https://wildlife.ca.gov/Data/GIS/Map-Services]
NAIP 2010 NDVI 1m California

A Normalized Difference Vegetation Index (NDVI) was applied to the source NAIP 2010 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 "greenness"). This service is offered by the California Department of Fish and Wildlife (CDFW). For more information about CDFW map services, please visit: [https://wildlife.ca.gov/Data/GIS/Map-Services]
NAIP 2012 4-Band 1m California

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. This service is offered by the California Department of Fish and Wildlife (CDFW). For more information about CDFW map services, please visit: [https://wildlife.ca.gov/Data/GIS/Map-Services]
NAIP 2012 CIR 1m California

●Save●Cancel Color infrared (CIR) representation of NAIP 2012 1-meter resolution aerial imagery. Band1=NearIR, Band2=R, Band3=G. This service is offered by the California Department of Fish and Wildlife (CDFW). For more information about CDFW map services, please visit: [https://wildlife.ca.gov/Data/GIS/Map-Services]
NAIP 2012 NDVI 1m California

A Normalized Difference Vegetation Index (NDVI) was applied to the source NAIP 2012 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 "greenness"). This service is offered by the California Department of Fish and Wildlife (CDFW). For more information about CDFW map services, please visit: [https://wildlife.ca.gov/Data/GIS/Map-Services]
Ring-Billed Gull Range - CWHR B214 [ds1492]

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 ([https://www.wildlife.ca.gov/Data/CWHR]). 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.
California Gull Range - CWHR B215 [ds1493]

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 ([https://www.wildlife.ca.gov/Data/CWHR]). 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.
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. This service is offered by the California Department of Fish and Wildlife (CDFW). For more information about CDFW map services, please visit: [https://wildlife.ca.gov/Data/GIS/Map-Services]
NAIP 2014 CIR 1m California

Color infrared (CIR) representation of NAIP 2014 aerial imagery. Band1=NearIR, Band2=R, Band3=G. This service is offered by the California Department of Fish and Wildlife (CDFW). For more information about CDFW map services, please visit: [https://wildlife.ca.gov/Data/GIS/Map-Services]
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 "greenness"). This service is offered by the California Department of Fish and Wildlife (CDFW). For more information about CDFW map services, please visit: [https://wildlife.ca.gov/Data/GIS/Map-Services]
NAIP 2016 4-Band 60cm California

This service delivers all 4 bands of the NAIP 2016 60cm aerial imagery and may be slower than other related NAIP 2016 services because of the amount and/or format of data being served. Band1=R, Band2=G, Band3=B, Band4=NearIR. This service is offered by the California Department of Fish and Wildlife (CDFW). For more information about CDFW map services, please visit: [https://wildlife.ca.gov/Data/GIS/Map-Services]
NAIP 2016 CIR 60cm California

Color infrared (CIR) representation of NAIP 2016 60cm aerial imagery. Band1=NearIR, Band2=R, Band3=G. This service is offered by the California Department of Fish and Wildlife (CDFW). For more information about CDFW map services, please visit: [https://wildlife.ca.gov/Data/GIS/Map-Services]
NAIP 2016 NDVI 60cm California

A Normalized Difference Vegetation Index (NDVI) was applied to the source NAIP 2016 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 "greenness"). This service is offered by the California Department of Fish and Wildlife (CDFW). For more information about CDFW map services, please visit: [https://wildlife.ca.gov/Data/GIS/Map-Services]
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. This service is offered by the California Department of Fish and Wildlife (CDFW). For more information about CDFW map services, please visit: [https://wildlife.ca.gov/Data/GIS/Map-Services]
NAIP 2018 CIR 60cm California

Color infrared (CIR) representation of NAIP 2018 60-cm resolution aerial imagery. Band1=NearIR, Band2=R, Band3=G. This service is offered by the California Department of Fish and Wildlife (CDFW). For more information about CDFW map services, please visit: [https://wildlife.ca.gov/Data/GIS/Map-Services]
NAIP 2018 NDVI 60cm California

A Normalized Difference Vegetation Index (NDVI) was applied to the source NAIP 2018 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 "greenness"). This service is offered by the California Department of Fish and Wildlife (CDFW). For more information about CDFW map services, please visit: [https://wildlife.ca.gov/Data/GIS/Map-Services]
NAIP 2020 4-Band 60cm California

This service delivers all 4 bands of the NAIP 2020 60cm aerial imagery and may be slower than other related NAIP 2020 services because of the amount and/or format of data being served. Band1=R, Band2=G, Band3=B, Band4=NearIR. This service is offered by the California Department of Fish and Wildlife (CDFW). For more information about CDFW map services, please visit: [https://wildlife.ca.gov/Data/GIS/Map-Services]
NAIP 2020 CIR 60cm California

Color infrared (CIR) representation of NAIP 2020 60cm aerial imagery. Band1=NearIR, Band2=R, Band3=G. This service is offered by the California Department of Fish and Wildlife (CDFW). For more information about CDFW map services, please visit: [https://wildlife.ca.gov/Data/GIS/Map-Services]
NAIP 2020 NDVI 60cm California

A Normalized Difference Vegetation Index (NDVI) was applied to the source NAIP 2020 60cm 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 "greenness"). This service is offered by the California Department of Fish and Wildlife (CDFW). For more information about CDFW map services, please visit: [https://wildlife.ca.gov/Data/GIS/Map-Services]
NAIP 2022 4-Band 60cm California

This service delivers all 4 bands of the NAIP 2022 60cm aerial imagery and may be slower than other related NAIP 2022 services because of the amount and/or format of data being served. Band1=R, Band2=G, Band3=B, Band4=NearIR. This service is offered by the California Department of Fish and Wildlife (CDFW). For more information about CDFW map services, please visit: [https://wildlife.ca.gov/Data/GIS/Map-Services]
NAIP 2022 NDVI 60cm California

A Normalized Difference Vegetation Index (NDVI) was applied to the source NAIP 2022 60cm 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 "greenness"). This service is offered by the California Department of Fish and Wildlife (CDFW). For more information about CDFW map services, please visit: [https://wildlife.ca.gov/Data/GIS/Map-Services]
Quarterly Water Quality Surveys - Salton Sea [ds429]

In the spring of 2003, California Department of Fish and Game (CDFG) personnel began quarterly sampling of Salton Sea fish at fourteen stations around the sea, as the basis of a long term monitoring program. In conjunction with this effort, water quality sampling takes place at the same time and place. *Note: This dataset should be viewed with the 'Quarterly Fishery Surveys - Salton Sea [ds428]' dataset. Methods: Eleven sampling sites comprise three broad habitat types: pelagic (3 sites), near-shore (8 sites), and estuarine (3 sites). The pelagic sites are in the approximate middles of the north basin, south basin and inter-basin areas of the Sea. The near-shore sites are spaced widely apart, four each, near the west and east shores, to capture as much breadth of habitat as possible. The estuarine sites are in the body of the Sea, close enough to the mouths of the New, Alamo, and Whitewater Rivers, to be under the influence of their outflows. The three deep water (pelagic) sites were completely unproductive for gill net sampling of fish during the first year of sampling. They have subsequently been dropped from the sampling protocol. Sampling takes place during each of the putative seasons, as follows: spring- April and May; summer- July and August; fall- October and November; winter- January and February. We attempt to compress the total sampling period into as few days as possible, to the extent that the weather, equipment maintenance, and personnel scheduling constraints allow. Nets are set for a 24 hour period. At the time of each set and retrieval of nets, water temperature, conductivity, specific conductivity, dissolved oxygen and sampling depth are measured and recorded, at the approximate mid-net water depth. Measurements are made with a handheld YSI meter, Model 85. Salinity is calculated from the specific conductivity measurement using the following algorithm: Salinity = 0.013(SC2) - 0.233(SC) + 17.102