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This USGS data release contains products that resulted from aquatic species distribution modeling in the United States on the National Hydrography Dataset Plus Version 2.1. Source data, supporting code and model results are documented in this data release. The file species_model_list.csv provides a list of most recent models for each combination of species, habitat, and region.
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This USGS data release documents coarse ranges for 123 fish species in the conterminous United States for level 8 hydrologic units from the Watershed Boundary Dataset (WBD). These range maps were derived by combining known fish occurrence information from four data sources: point occurrences from the Aquatic Gap Analysis Project (AGAP) fish database, point occurrences from the IchthyMaps dataset, point occurrences from the Global Biodiversity Information Facility (GBIF), and HUC-8 level range maps developed by NatureServe. Data can be linked to geospatial units of the WBD using the HUC8 field. Data are provided in comma separated value (CSV) and zipped Parquet file formats. Parquet file format is provided to help...
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Preserving native species diversity is fundamental to ecosystem conservation. Selecting appropriate native species for use in restoration is a critical component of project design and may emphasize species attributes such as life history, functional type, pollinator services, and nutritional value for wildlife. Determining which species are likely to establish and persist in a particular environment is a key consideration. Species distribution models (SDMs) characterize relationships between species occurrences and the physical environment (e.g., climate, soil, topographic relief) and provide a mechanism for assessing which species may successfully propagate at a restoration site. In conjunction with information...
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Preserving native species diversity is fundamental to ecosystem conservation. Selecting appropriate native species for use in restoration is a critical component of project design and may emphasize species attributes such as life history, functional type, pollinator services, and nutritional value for wildlife. Determining which species are likely to establish and persist in a particular environment is a key consideration. Species distribution models (SDMs) characterize relationships between species occurrences and the physical environment (e.g., climate, soil, topographic relief) and provide a mechanism for assessing which species may successfully propagate at a restoration site. In conjunction with information...
These datasets were developed to represent the genetic diversity, population structure, and geographic distribution of Plantago ovata in the Mojave Desert. This data release consists of two tab-delimited text files representing the genetic diversity and structure of Plantago ovata (.genepop and .vcf), and two raster spatial datasets (GeoTIFF) reflecting predicted habitat for the species within the Mojave Desert. The genetic datasets record genetic variation at an individual level, with the file structures varying based on the programs within which the files are intended to be edited. Each file contains 13,111 SNPs genotyped in 748 individuals. The genepop file can be viewed in GENEPOP software (Rousset 2008) or...
Observations (reduced to detected/not detected) of 45 vertebrate species (seven mammals, seven amphibians, and 31 reptiles) across Southern California pitfall sampling projects conducted between 1995 through 2015. Habitat patch locations of every pitfall sampling project presented in a shapefile. Habitat patches were measured based on the size when pitfall sampling began within each. Sampling projects within the same geographic area may have different sized patches based on date of project sampling and if patch erosion occurred. A matrix of whether each species was expected within each habitat patch's species pool based on range maps and published records is also included. These data support the following publication:...
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The GIS shapefile Extra limit counts of southern sea otters 2019 is a point layer representing the locations of sea otter sightings that fall outside the officially recognized range of the southern sea otter (Enhydra lutris nereis) in mainland California. These data were collected during the spring 2019 range-wide census. The USGS range-wide sea otter census has been undertaken each year since 1982, using consistent methodology involving both ground-based and aerial-based counts. The spring census provides the primary basis for gauging population trends by State and Federal management agencies. Sea otter distribution in California (the mainland range) is considered to comprise a band of potential habitat stretching...
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This data release supports the referenced publication 'Climate futures for lizards and snakes in western North America may result in new species management issues' in this metadata record. Data included in this release includes raster data outputs and resulting summaries from the analyses, described in the processing steps of this metadata record. In summary this release includes information for 129 species and 1 genera of snakes and lizards in western North America. There are 7 rasters for each species and 6 summary rasters for the entire dataset, to total 916 rasters. For each species, rasters display a projected climate-niche at 6 time scenarios and 1 comparison between two scenarios. The summary rasters display...
Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: Aguascalientes, Alberta, Arizona, Baja California, Baja California Sur, All tags...
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This data release supports the referenced publication 'Climate futures for lizards and snakes in western North America may result in new species management issues' in this metadata record. Data included in this release includes raster data outputs and resulting summaries from the analyses, described in the processing steps of this metadata record. In summary this release includes information for 129 species and 1 genera of snakes and lizards in western North America. There are 7 rasters for each species and 6 summary rasters for the entire dataset, to total 916 rasters. For each species, rasters display a projected climate-niche at 6 time scenarios and 1 comparison between two scenarios. The summary rasters display...
Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: Aguascalientes, Alberta, Arizona, Baja California, Baja California Sur, All tags...
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This data release supports the referenced publication 'Climate futures for lizards and snakes in western North America may result in new species management issues' in this metadata record. Data included in this release includes raster data outputs and resulting summaries from the analyses, described in the processing steps of this metadata record. In summary this release includes information for 129 species and 1 genera of snakes and lizards in western North America. There are 7 rasters for each species and 6 summary rasters for the entire dataset, to total 916 rasters. For each species, rasters display a projected climate-niche at 6 time scenarios and 1 comparison between two scenarios. The summary rasters display...
Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: Aguascalientes, Alberta, Arizona, Baja California, Baja California Sur, All tags...
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This data release supports the referenced publication 'Climate futures for lizards and snakes in western North America may result in new species management issues' in this metadata record. Data included in this release includes raster data outputs and resulting summaries from the analyses, described in the processing steps of this metadata record. In summary this release includes information for 129 species and 1 genera of snakes and lizards in western North America. There are 7 rasters for each species and 6 summary rasters for the entire dataset, to total 916 rasters. For each species, rasters display a projected climate-niche at 6 time scenarios and 1 comparison between two scenarios. The summary rasters display...
Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: Aguascalientes, Alberta, Arizona, Baja California, Baja California Sur, All tags...
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This data release supports the referenced publication 'Climate futures for lizards and snakes in western North America may result in new species management issues' in this metadata record. Data included in this release includes raster data outputs and resulting summaries from the analyses, described in the processing steps of this metadata record. In summary this release includes information for 129 species and 1 genera of snakes and lizards in western North America. There are 7 rasters for each species and 6 summary rasters for the entire dataset, to total 916 rasters. For each species, rasters display a projected climate-niche at 6 time scenarios and 1 comparison between two scenarios. The summary rasters display...
Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: Aguascalientes, Alberta, Arizona, Baja California, Baja California Sur, All tags...
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This data release supports the referenced publication 'Climate futures for lizards and snakes in western North America may result in new species management issues' in this metadata record. Data included in this release includes raster data outputs and resulting summaries from the analyses, described in the processing steps of this metadata record. In summary this release includes information for 129 species and 1 genera of snakes and lizards in western North America. There are 7 rasters for each species and 6 summary rasters for the entire dataset, to total 916 rasters. For each species, rasters display a projected climate-niche at 6 time scenarios and 1 comparison between two scenarios. The summary rasters display...
Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: Aguascalientes, Alberta, Arizona, Baja California, Baja California Sur, All tags...
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This data release supports the referenced publication 'Climate futures for lizards and snakes in western North America may result in new species management issues' in this metadata record. Data included in this release includes raster data outputs and resulting summaries from the analyses, described in the processing steps of this metadata record. In summary this release includes information for 129 species and 1 genera of snakes and lizards in western North America. There are 7 rasters for each species and 6 summary rasters for the entire dataset, to total 916 rasters. For each species, rasters display a projected climate-niche at 6 time scenarios and 1 comparison between two scenarios. The summary rasters display...
Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: Aguascalientes, Alberta, Arizona, Baja California, Baja California Sur, All tags...
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This data release supports the referenced publication 'Climate futures for lizards and snakes in western North America may result in new species management issues' in this metadata record. Data included in this release includes raster data outputs and resulting summaries from the analyses, described in the processing steps of this metadata record. In summary this release includes information for 129 species and 1 genera of snakes and lizards in western North America. There are 7 rasters for each species and 6 summary rasters for the entire dataset, to total 916 rasters. For each species, rasters display a projected climate-niche at 6 time scenarios and 1 comparison between two scenarios. The summary rasters display...
Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: Aguascalientes, Alberta, Arizona, Baja California, Baja California Sur, All tags...
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This data release supports the referenced publication 'Climate futures for lizards and snakes in western North America may result in new species management issues' in this metadata record. Data included in this release includes raster data outputs and resulting summaries from the analyses, described in the processing steps of this metadata record. In summary this release includes information for 129 species and 1 genera of snakes and lizards in western North America. There are 7 rasters for each species and 6 summary rasters for the entire dataset, to total 916 rasters. For each species, rasters display a projected climate-niche at 6 time scenarios and 1 comparison between two scenarios. The summary rasters display...
Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: Aguascalientes, Alberta, Arizona, Baja California, Baja California Sur, All tags...
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This data release supports the referenced publication 'Climate futures for lizards and snakes in western North America may result in new species management issues' in this metadata record. Data included in this release includes raster data outputs and resulting summaries from the analyses, described in the processing steps of this metadata record. In summary this release includes information for 129 species and 1 genera of snakes and lizards in western North America. There are 7 rasters for each species and 6 summary rasters for the entire dataset, to total 916 rasters. For each species, rasters display a projected climate-niche at 6 time scenarios and 1 comparison between two scenarios. The summary rasters display...
Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: Aguascalientes, Alberta, Arizona, Baja California, Baja California Sur, All tags...
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This data release supports the referenced publication 'Climate futures for lizards and snakes in western North America may result in new species management issues' in this metadata record. Data included in this release includes raster data outputs and resulting summaries from the analyses, described in the processing steps of this metadata record. In summary this release includes information for 129 species and 1 genera of snakes and lizards in western North America. There are 7 rasters for each species and 6 summary rasters for the entire dataset, to total 916 rasters. For each species, rasters display a projected climate-niche at 6 time scenarios and 1 comparison between two scenarios. The summary rasters display...
Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: Aguascalientes, Alberta, Arizona, Baja California, Baja California Sur, All tags...
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These data were compiled to provide gridded estimates of environmental suitability for pinyon-juniper species in western North America. These gridded suitability projections provide estimates of suitability under current climate conditions and future climate conditions and allow for visualization of suitability change across each species’ entire range. These data consist of gridded projected suitability values for three pinyon and six juniper tree species across western North America. Objective(s) of our study were to estimate suitability for these tree species under current and future climate conditions to compare potential for distribution shifts under climate change. These data represent a relationship between...
Tags: Aguascalientes, Alberta, Arizona, Baja California, Baja California Sur, All tags...
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These data are the primary data used to estimate rainbow trout abundance and survival in the Colorado River, Glen and Grand Canyons. Refer to the analyses as per the associated journal manuscript (see Larger Work Citation). Prey availability, feeding efficiency, and competition reduce somatic growth and cause the collapse of a fish population" Nighttime boat electrofishing was used to sample rainbow trout four times per year in April, July, September, and January, from April 2012 through September 2016. A total of five reaches were sampled between Glen Canyon Dam (river kilometer [rkm] 0) to below the confluence with the Little Colorado River (located at rkm 130). Reaches ranged from two to six km in length. A total...
Tags: 95% confidence intervals, Aquatic Biology, Arizona, Buck Farm, Colorado River, All tags...


map background search result map search result map Annual California Sea Otter Census: 2019 Extra Limit Observations Shapefile Rainbow trout growth data and growth covariate data downstream of Glen Canyon Dam in the Colorado River, Arizona, 2012 - 2016 Genetic and Habitat Data for Plantago ovata in the Mojave Desert Species Observations from Pitfall Trap Arrays, Species Pool Matrices, and Patch Locations in Southern California from 1995-2015 Coarse Range Maps for Fish Species in the Conterminous United States using HUC8s Species Distribution Model (SDM) for Hilaria rigida in the Mojave Desert Species Distribution Model (SDM) for Stephanomeria parryi in the Mojave Desert Western North America terrestrial reptile climate-niche rasters and summary data - Aspidoscelis exsanguis Western North America terrestrial reptile climate-niche rasters and summary data - Crotalus atrox Western North America terrestrial reptile climate-niche rasters and summary data - Crotalus molossus Western North America terrestrial reptile climate-niche rasters and summary data - Dipsosaurus dorsalis Western North America terrestrial reptile climate-niche rasters and summary data - Gambelia wislizenii Western North America terrestrial reptile climate-niche rasters and summary data - Lichanura trivirgata Western North America terrestrial reptile climate-niche rasters and summary data - Phrynosoma hernandesi Western North America terrestrial reptile climate-niche rasters and summary data - Plestiodon gilberti Western North America terrestrial reptile climate-niche rasters and summary data - Plestiodon skiltonianus Western North America terrestrial reptile climate-niche rasters and summary data - Sceloporus clarkii Western North America terrestrial reptile climate-niche rasters and summary data - Tantilla hobartsmithi Estimated current and future environmental suitability of pinyon and juniper tree species for 3 emission scenario pathways (SSP2-4.5, SSP3-7.0, SSP5-8.5) across the western North America Rainbow trout growth data and growth covariate data downstream of Glen Canyon Dam in the Colorado River, Arizona, 2012 - 2016 Species Observations from Pitfall Trap Arrays, Species Pool Matrices, and Patch Locations in Southern California from 1995-2015 Genetic and Habitat Data for Plantago ovata in the Mojave Desert Species Distribution Model (SDM) for Hilaria rigida in the Mojave Desert Species Distribution Model (SDM) for Stephanomeria parryi in the Mojave Desert Estimated current and future environmental suitability of pinyon and juniper tree species for 3 emission scenario pathways (SSP2-4.5, SSP3-7.0, SSP5-8.5) across the western North America Coarse Range Maps for Fish Species in the Conterminous United States using HUC8s Western North America terrestrial reptile climate-niche rasters and summary data - Aspidoscelis exsanguis Western North America terrestrial reptile climate-niche rasters and summary data - Crotalus atrox Western North America terrestrial reptile climate-niche rasters and summary data - Crotalus molossus Western North America terrestrial reptile climate-niche rasters and summary data - Dipsosaurus dorsalis Western North America terrestrial reptile climate-niche rasters and summary data - Gambelia wislizenii Western North America terrestrial reptile climate-niche rasters and summary data - Lichanura trivirgata Western North America terrestrial reptile climate-niche rasters and summary data - Phrynosoma hernandesi Western North America terrestrial reptile climate-niche rasters and summary data - Plestiodon gilberti Western North America terrestrial reptile climate-niche rasters and summary data - Plestiodon skiltonianus Western North America terrestrial reptile climate-niche rasters and summary data - Sceloporus clarkii Western North America terrestrial reptile climate-niche rasters and summary data - Tantilla hobartsmithi