AndreaBozzo/ceres-open-data-index huggingface dataset:
Gunnison sage-grouse habitat suitability surface for Crawford satellite population (breeding, landscape): U.S. Fish and Wildlife Service critical habitat extent (southwestern Colorado)

The Gunnison sage-grouse (Centrocercus minimus) habitat suitability surface for Crawford satellite population represented here reflects breeding season at a landscape scale context (window extents [radius] of 1 km, 3 km, and 6.4 km). Habitat suitability estimated for U.S. Fish and Wildlife Service critical habitat extent (southwestern Colorado).
We developed habitat selection models for Gunnison sage-grouse (Centrocercus minimus), a threatened species under the U.S. Endangered Species Act. We followed a management-centric modeling approach that sought to balance the need to evaluate the consistency of key habitat conditions and improvement actions across multiple, distinct populations, while allowing context-specific environmental variables and spatial scales to nuance selection responses. Models were developed for six isolated satellite populations (San Miguel, Crawford, Piñon Mesa, Dove Creek, Cerro Summit-Cimarron-Sims, and Poncha Pass) from use locations collected between 1991 and 2016 (see larger citation for map of population boundaries). For each population, models were developed at two life stages (breeding and summer) and at two hierarchical scales (landscape and patch). We used multi-scale and seasonal resource selection analyses to quantify relationships between environmental conditions and sites used by animals. These resource selection function models relied on spatial data describing habitat conditions at different spatial scales, where environmental conditions differ, and habitat selection occur at different spatial scales for different available resources.

Tags: biota, breeding-season, co, colorado, conservation, crawford-satellite-population, environment, gunnison-sage-grouse, habitat-selection, landscape-scale, logistic-regression, resource-selection-function, southwestern-colorado, united-states, usgs-61ae366ed34eb622f69a70e7
Organization: Department of the Interior
Gunnison sage-grouse habitat suitability surface for Crawford satellite population (breeding, landscape): Colorado Parks and Wildlife critical habitat extent (southwestern Colorado)

The Gunnison sage-grouse (Centrocercus minimus) habitat suitability surface for Crawford satellite population represented here reflects breeding season at a landscape scale context (window extents [radius] of 1 km, 3 km, and 6.4 km). Habitat suitability estimated for Colorado Parks and Wildlife critical habitat extent (southwestern Colorado).
We developed habitat selection models for Gunnison sage-grouse (Centrocercus minimus), a threatened species under the U.S. Endangered Species Act. We followed a management-centric modeling approach that sought to balance the need to evaluate the consistency of key habitat conditions and improvement actions across multiple, distinct populations, while allowing context-specific environmental variables and spatial scales to nuance selection responses. Models were developed for six isolated satellite populations (San Miguel, Crawford, Piñon Mesa, Dove Creek, Cerro Summit-Cimarron-Sims, and Poncha Pass) from use locations collected between 1991 and 2016 (see larger citation for map of population boundaries). For each population, models were developed at two life stages (breeding and summer) and at two hierarchical scales (landscape and patch). We used multi-scale and seasonal resource selection analyses to quantify relationships between environmental conditions and sites used by animals. These resource selection function models relied on spatial data describing habitat conditions at different spatial scales, where environmental conditions differ, and habitat selection occur at different spatial scales for different available resources.

Tags: biota, breeding-season, co, colorado, conservation, crawford-satellite-population, environment, gunnison-sage-grouse, habitat-selection, landscape-scale, logistic-regression, resource-selection-function, southwestern-colorado, united-states, usgs-61ae34f5d34eb622f69a70e4
Organization: Department of the Interior
Gunnison sage-grouse habitat suitability surface for Cerro Summit-Cimarron-Sims satellite population (summer, patch): Colorado Parks and Wildlife critical habitat extent (southwestern Colorado)

The Gunnison sage-grouse (Centrocercus minimus) habitat suitability surface for Cerro Summit-Cimarron-Sims satellite population represented here reflects summer season at a patch scale context (30 m x 30 m pixel and radius window extents [radius] of 45 m, 120 m, 180 m, 270 m, 390 m, and 570 m). Habitat suitability estimated for areas constrained within the thresholded landscape model (containing 95% of use locations) developed for Colorado Parks and Wildlife critical habitat extent (southwestern Colorado). This population did not have sufficient use locations to model habitat, and therefore, we extrapolated the Crawford population (nearest and considered most similar to Cerro Summit-Cimarron-Sims habitat) models to this location. However, roads were not digitized for the Cerro Summit-Cimarron-Sims population, so we selected the top model from Crawford that did not include transportation.
We developed habitat selection models for Gunnison sage-grouse (Centrocercus minimus), a threatened species under the U.S. Endangered Species Act. We followed a management-centric modeling approach that sought to balance the need to evaluate the consistency of key habitat conditions and improvement actions across multiple, distinct populations, while allowing context-specific environmental variables and spatial scales to nuance selection responses. Models were developed for six isolated satellite populations (San Miguel, Crawford, Piñon Mesa, Dove Creek, Cerro Summit-Cimarron-Sims, and Poncha Pass) from use locations collected between 1991 and 2016 (see larger citation for map of population boundaries). For each population, models were developed at two life stages (breeding and summer) and at two hierarchical scales (landscape and patch). We used multi-scale and seasonal resource selection analyses to quantify relationships between environmental conditions and sites used by animals. These resource selection function models relied on spatial data describing habitat conditions at different spatial scales, where environmental conditions differ, and habitat selection occur at different spatial scales for different available resources.

Tags: biota, cerro-summit-cimarron-sims-satellite-population, co, colorado, conservation, environment, gunnison-sage-grouse, habitat-selection, logistic-regression, patch-scale, resource-selection-function, southwestern-colorado, summer-season, united-states, usgs-61ae3484d34eb622f69a70e1
Organization: Department of the Interior
2015-2017 lidar-derived imagery of karst areas in Puerto Rico at 1-meter resolution

This raster dataset contains 1-meter lidar-derived imagery of 7.5 minute quadrangles in karst areas of Puerto Rico and was created using geographic information systems (GIS) software. Lidar-derived elevation data, acquired between 2015 and 2017, were used to create a 1-meter resolution working digital elevation model (DEM). To create this imagery, a hillshade was applied and a topographic position index (TPI) raster was calculated. These two rasters were uploaded into GlobalMapper, where the TPI raster was made partially transparent and overlaid the hillshade DEM. The resulting image was exported to create these 1-meter resolution lidar-derived images. The data is projected in North America Datum (NAD) 1983 (2011) UTM Zone 19N.

Tags: data-release, geospatial-datasets, image-collections, lidar, maps-and-atlases, puerto-rico, topography, united-states, usgs-61ae5641d34eb622f69a7220
Organization: Department of the Interior
Gunnison sage-grouse habitat suitability surface for Cerro Summit-Cimarron-Sims satellite population (summer, landscape): Colorado Parks and Wildlife critical habitat extent (southwestern Colorado)

The Gunnison sage-grouse (Centrocercus minimus) habitat suitability surface for Cerro Summit-Cimarron-Sims satellite population represented here reflects summer season at a landscape scale context (window extents [radius] of 1 km, 3 km, and 6.4 km). Habitat suitability estimated for Colorado Parks and Wildlife critical habitat extent (southwestern Colorado). This population did not have sufficient use locations to model habitat, and therefore, we extrapolated the Crawford population (nearest and considered most similar to Cerro Summit-Cimarron-Sims habitat) models to this location. However, roads were not digitized for the Cerro Summit-Cimarron-Sims population, so we selected the top model from Crawford that did not include transportation.
We developed habitat selection models for Gunnison sage-grouse (Centrocercus minimus), a threatened species under the U.S. Endangered Species Act. We followed a management-centric modeling approach that sought to balance the need to evaluate the consistency of key habitat conditions and improvement actions across multiple, distinct populations, while allowing context-specific environmental variables and spatial scales to nuance selection responses. Models were developed for six isolated satellite populations (San Miguel, Crawford, Piñon Mesa, Dove Creek, Cerro Summit-Cimarron-Sims, and Poncha Pass) from use locations collected between 1991 and 2016 (see larger citation for map of population boundaries). For each population, models were developed at two life stages (breeding and summer) and at two hierarchical scales (landscape and patch). We used multi-scale and seasonal resource selection analyses to quantify relationships between environmental conditions and sites used by animals. These resource selection function models relied on spatial data describing habitat conditions at different spatial scales, where environmental conditions differ, and habitat selection occur at different spatial scales for different available resources.

Tags: biota, cerro-summit-cimarron-sims-satellite-population, co, colorado, conservation, environment, gunnison-sage-grouse, habitat-selection, landscape-scale, logistic-regression, resource-selection-function, southwestern-colorado, summer-season, united-states, usgs-61ae3384d34eb622f69a70dd
Organization: Department of the Interior
2018 lidar-derived imagery of karst areas in Puerto Rico at 1-meter resolution

This raster dataset contains 1-meter lidar-derived imagery of 7.5 minute quadrangles in karst areas of Puerto Rico and was created using geographic information systems (GIS) software. Lidar-derived elevation data, acquired in 2018, were used to create a 1-meter resolution working digital elevation model (DEM). To create this imagery, a hillshade was applied and a topographic position index (TPI) raster was calculated. These two rasters were uploaded into GlobalMapper, where the TPI raster was made partially transparent and overlaid the hillshade DEM. The resulting image was exported to create these 1-meter resolution lidar-derived images. The data is projected in North America Datum (NAD) 1983 (2011) UTM Zone 19N.

Tags: data-release, geospatial-datasets, image-collections, lidar, maps-and-atlases, puerto-rico, topography, united-states, usgs-61aaa643d34eb622f699e09c
Organization: Department of the Interior
Gunnison sage-grouse habitat suitability surface for Cerro Summit-Cimarron-Sims satellite population (breeding, patch): Colorado Parks and Wildlife critical habitat extent (southwestern Colorado)

The Gunnison sage-grouse (Centrocercus minimus) habitat suitability surface for Cerro Summit-Cimarron-Sims satellite population represented here reflects breeding season at a patch scale context (30 m x 30 m pixel and radius window extents [radius] of 45 m, 120 m, 180 m, 270 m, 390 m, and 570 m). Habitat suitability estimated for areas constrained within the thresholded landscape model (containing 95% of use locations) developed for Colorado Parks and Wildlife critical habitat extent (southwestern Colorado). This population did not have sufficient use locations to model habitat, and therefore, we extrapolated the Crawford population (nearest and considered most similar to Cerro Summit-Cimarron-Sims habitat) models to this location. However, roads were not digitized for the Cerro Summit-Cimarron-Sims population, so we selected the top model from Crawford that did not include transportation.
We developed habitat selection models for Gunnison sage-grouse (Centrocercus minimus), a threatened species under the U.S. Endangered Species Act. We followed a management-centric modeling approach that sought to balance the need to evaluate the consistency of key habitat conditions and improvement actions across multiple, distinct populations, while allowing context-specific environmental variables and spatial scales to nuance selection responses. Models were developed for six isolated satellite populations (San Miguel, Crawford, Piñon Mesa, Dove Creek, Cerro Summit-Cimarron-Sims, and Poncha Pass) from use locations collected between 1991 and 2016 (see larger citation for map of population boundaries). For each population, models were developed at two life stages (breeding and summer) and at two hierarchical scales (landscape and patch). We used multi-scale and seasonal resource selection analyses to quantify relationships between environmental conditions and sites used by animals. These resource selection function models relied on spatial data describing habitat conditions at different spatial scales, where environmental conditions differ, and habitat selection occur at different spatial scales for different available resources.

Tags: biota, breeding-season, cerro-summit-cimarron-sims-satellite-population, co, colorado, conservation, environment, gunnison-sage-grouse, habitat-selection, logistic-regression, patch-scale, resource-selection-function, southwestern-colorado, united-states, usgs-61aaa567d34eb622f699e090
Organization: Department of the Interior
Gunnison sage-grouse habitat suitability surface for Cerro Summit-Cimarron-Sims satellite population (breeding, landscape): U.S. Fish and Wildlife Service critical habitat extent (southwestern Colorado)

The Gunnison sage-grouse (Centrocercus minimus) habitat suitability surface for Cerro Summit-Cimarron-Sims satellite population represented here reflects breeding season at a landscape scale context (window extents [radius] of 1 km, 3 km, and 6.4 km). Habitat suitability estimated for U.S. Fish and Wildlife Service critical habitat extent (southwestern Colorado). This population did not have sufficient use locations to model habitat, and therefore, we extrapolated the Crawford population (nearest and considered most similar to Cerro Summit-Cimarron-Sims habitat) models to this location. However, roads were not digitized for the Cerro Summit-Cimarron-Sims population, so we selected the top model from Crawford that did not include transportation.
We developed habitat selection models for Gunnison sage-grouse (Centrocercus minimus), a threatened species under the U.S. Endangered Species Act. We followed a management-centric modeling approach that sought to balance the need to evaluate the consistency of key habitat conditions and improvement actions across multiple, distinct populations, while allowing context-specific environmental variables and spatial scales to nuance selection responses. Models were developed for six isolated satellite populations (San Miguel, Crawford, Piñon Mesa, Dove Creek, Cerro Summit-Cimarron-Sims, and Poncha Pass) from use locations collected between 1991 and 2016 (see larger citation for map of population boundaries). For each population, models were developed at two life stages (breeding and summer) and at two hierarchical scales (landscape and patch). We used multi-scale and seasonal resource selection analyses to quantify relationships between environmental conditions and sites used by animals. These resource selection function models relied on spatial data describing habitat conditions at different spatial scales, where environmental conditions differ, and habitat selection occur at different spatial scales for different available resources.

Tags: biota, breeding-season, cerro-summit-cimarron-sims-satellite-population, co, colorado, conservation, environment, gunnison-sage-grouse, habitat-selection, landscape-scale, logistic-regression, resource-selection-function, southwestern-colorado, united-states, usgs-61aaa50ad34eb622f699e08d
Organization: Department of the Interior
Gunnison sage-grouse habitat suitability surface for Dove Creek satellite population (breeding, landscape): U.S. Fish and Wildlife Service critical habitat extent (southwestern Colorado)

The Gunnison sage-grouse (Centrocercus minimus) habitat suitability surface for Dove Creek satellite population represented here reflects breeding season at a landscape scale context (window extents [radius] of 1 km, 3 km, and 6.4 km). Habitat suitability estimated for U.S. Fish and Wildlife Service critical habitat extent (southwestern Colorado).
We developed habitat selection models for Gunnison sage-grouse (Centrocercus minimus), a threatened species under the U.S. Endangered Species Act. We followed a management-centric modeling approach that sought to balance the need to evaluate the consistency of key habitat conditions and improvement actions across multiple, distinct populations, while allowing context-specific environmental variables and spatial scales to nuance selection responses. Models were developed for six isolated satellite populations (San Miguel, Crawford, Piñon Mesa, Dove Creek, Cerro Summit-Cimarron-Sims, and Poncha Pass) from use locations collected between 1991 and 2016 (see larger citation for map of population boundaries). For each population, models were developed at two life stages (breeding and summer) and at two hierarchical scales (landscape and patch). We used multi-scale and seasonal resource selection analyses to quantify relationships between environmental conditions and sites used by animals. These resource selection function models relied on spatial data describing habitat conditions at different spatial scales, where environmental conditions differ, and habitat selection occur at different spatial scales for different available resources.

Tags: biota, breeding-season, co, colorado, conservation, dove-creek-satellite-population, environment, gunnison-sage-grouse, habitat-selection, landscape-scale, logistic-regression, resource-selection-function, southwestern-colorado, united-states, usgs-61ae3f9ed34eb622f69a7140
Organization: Department of the Interior
Gunnison sage-grouse habitat suitability surface for Cerro Summit-Cimarron-Sims satellite population (breeding, landscape): Colorado Parks and Wildlife critical habitat extent (southwestern Colorado)

The Gunnison sage-grouse (Centrocercus minimus) habitat suitability surface for Cerro Summit-Cimarron-Sims satellite population represented here reflects breeding season at a landscape scale context (window extents [radius] of 1 km, 3 km, and 6.4 km). Habitat suitability estimated for Colorado Parks and Wildlife critical habitat extent (southwestern Colorado). This population did not have sufficient use locations to model habitat, and therefore, we extrapolated the Crawford population (nearest and considered most similar to Cerro Summit-Cimarron-Sims habitat) models to this location. However, roads were not digitized for the Cerro Summit-Cimarron-Sims population, so we selected the top model from Crawford that did not include transportation.
We developed habitat selection models for Gunnison sage-grouse (Centrocercus minimus), a threatened species under the U.S. Endangered Species Act. We followed a management-centric modeling approach that sought to balance the need to evaluate the consistency of key habitat conditions and improvement actions across multiple, distinct populations, while allowing context-specific environmental variables and spatial scales to nuance selection responses. Models were developed for six isolated satellite populations (San Miguel, Crawford, Piñon Mesa, Dove Creek, Cerro Summit-Cimarron-Sims, and Poncha Pass) from use locations collected between 1991 and 2016 (see larger citation for map of population boundaries). For each population, models were developed at two life stages (breeding and summer) and at two hierarchical scales (landscape and patch). We used multi-scale and seasonal resource selection analyses to quantify relationships between environmental conditions and sites used by animals. These resource selection function models relied on spatial data describing habitat conditions at different spatial scales, where environmental conditions differ, and habitat selection occur at different spatial scales for different available resources.

Tags: biota, breeding-season, cerro-summit-cimarron-sims-satellite-population, co, colorado, conservation, environment, gunnison-sage-grouse, habitat-selection, landscape-scale, logistic-regression, resource-selection-function, southwestern-colorado, united-states, usgs-61aaa457d34eb622f699e089
Organization: Department of the Interior
Tabular data of carbon dynamics for conterminous U.S. forests from 2001-2020

Tabular data output from a series of modeling simulations for forest ecoystems of the continental United States (CONUS). We linked the LUCAS model of land-use and land-cover change with the Carbon Budget Model of the Canadian Forest Sector (CBM-CFS3) to project changes in forest ecosystem carbon balance resulting from land use, land use change, climate change, and disturbance from wildfire and insect mortality. The model was run at a 1-km spatial resolution on an annual timestep for the years 2001 to 2020. We simulated four unique scenarios, consisting of a climate change only scenario, a land-use change only scenario, a combined climate and land-use change scenario, and a no change scenario. Results presented here have been aggregated from the individual cell level and summarized for either the entire CONUS or for individual States. Model input data and the R code used to generate it, as well as R code used to summarize and analyze model output data, can be found in a GitHub repository (https://github.com/bsleeter/).

Tags: carbon-balance, climate-change, conus, disturbance, land-use, simulation-model, usgs-61aaa23bd34eb622f699e082
Organization: Department of the Interior
Tabular data of carbon dynamics for conterminous U.S. forests from 2001-2020

This data series provides annual maps of carbon stocks for conterminous U.S. forests. Annual raster maps are provided at 1-km resolution for the period 2001-2020. Carbon stock estimates were derived by linking the Land Use and Carbon Scenario Simulator (LUCAS) model and the Carbon Budget Model of the Canadian Forest Sector (CBM-CFS3) as described in the accompanying publication. The model was run on an annual timestep for the period 2001-2020. Four scenario simulations were conducted including 1) the combined effects of land use and land cover change (LULC) and climate, 2) only LULC effects, 3) only climate effects, and 4) no effects from either LULC or climate.

Tags: biota, carbon, climate, disturbance, forest, land-use, lucas, model, usgs-61aaa1fbd34eb622f699e080
Organization: Department of the Interior