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Random forest classification data developed from multitemporal Landsat 8 spectral data and phenology metrics for a subregion in Sonoran and Mojave Deserts, April 2013 – December 2020 These data were compiled for the creation of a continuous, transboundary land cover map of Bird Conservation Region 33, Sonoran and Mojave Deserts (BCR 33). Objective(s) of our study were to, 1) develop a machine learning (ML) algorithm trained to classify vegetation land cover using remote sensing spectral data and phenology metrics from 2013-2020, over a large subregion of the Sonoran and Mojave Deserts BCR, 2) Calibrate, validate, and refine the final ML-derived vegetation map using a collection of openly sourced remote sensing and ground-based ancillary data, images, and limited fieldwork, and 3) Harmonize a new transboundary classification system by expanding existing land cover mapping resources from the United... Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: Arizona, Baja California, Botany, California, Ecology, All tags... Forestry, Geography, Hermosillo, Information Sciences, Landsat images, Mexico, Mojave Desert, Phoenix, Remote Sensing, Sonora, Sonoran Desert, Southwest, US-Mexico Transboundary region, USGS Science Data Catalog (SDC), United States, artificial intelligence, biogeography, biota, classification, conservation, data release, desert ecosystems, ecosystem management, imageryBaseMapsEarthCover, land use and land cover, machine learning, modeling, natural resource management, phenology, phenology metrics, random forest model, remote sensing, remote sensing spectral data, time series datasets, transboundary, vegetation, Fewer tags Fritchie Marsh Restoration (PO-06): 2016 land-water classification The Louisiana State Legislature created the Coastal Wetlands Planning, Protection and Restoration Act (CWPPRA) in order to conserve, restore, create and enhance Louisiana's coastal wetlands. The wetland restoration plans developed pursuant to these acts specifically require an evaluation of the effectiveness of each coastal wetlands restoration project in achieving long-term solutions to arresting coastal wetlands loss. This data set includes mosaicked aerial photographs for the Fritchie Marsh Restoration (PO-06) project for 2016. This data is used as a basemap land-water classification. It also serves as a visual tool for project managers to help them identify any obvious problems or land loss within their project... Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: CWPPRA, Geomorphology, Gulf of Mexico, Land Use Change, Louisiana, All tags... Louisiana Coastal, PO-06, Remote Sensing, USGS Science Data Catalog (SDC), aerial photography, conservation, digital elevation models, ecosystem monitoring, geographic information systems, image collections, image mosaics, remote sensing, wetland ecosystems, wetland restoration, Fewer tags Lake Hermitage Marsh Creation– NRDA Early Restoration Project: 2018 land-water classification The Louisiana Coastal Protection and Restoration Authority and the Natural Resource Damage Assessment (NRDA) develop restoration plans in order to conserve, restore, create and enhance Louisiana's coastal wetlands. The wetland restoration plans developed specifically require an evaluation of the effectiveness of each coastal wetlands restoration project in achieving long-term solutions to arresting coastal wetlands loss. This data set includes mosaicked aerial photographs for the Lake Hermitage Marsh Creation– NRDA Early Restoration project for 2018 and 2020. This data is used as a basemap land-water classification. It also serves as a visual tool for project managers to help them identify any obvious problems or... Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: CWPPRA, Gulf of Mexico, Louisiana, Louisiana Coastal, aerial photography, All tags... conservation, digital elevation models, ecosystem monitoring, geographic information systems, image collections, image mosaics, remote sensing, wetland ecosystems, wetland restoration, Fewer tags Hopedale Hydrologic Restoration (PO-24): 2021 land-water classification The Louisiana State Legislature created the Coastal Wetlands Planning, Protection and Restoration Act (CWPPRA) in order to conserve, restore, create and enhance Louisiana's coastal wetlands. The wetland restoration plans developed pursuant to these acts specifically require an evaluation of the effectiveness of each coastal wetlands restoration project in achieving long-term solutions to arresting coastal wetlands loss. This data set includes mosaicked aerial photographs for the Hopedale Hydrologic Restoration (PO-24) project for 2021. This data is used as a basemap land-water classification. It also serves as a visual tool for project managers to help them identify any obvious problems or land loss within their... Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: CWPPRA, Geography, Gulf of Mexico, Land Use Change, Louisiana, All tags... Louisiana Coastal, PO-24, Remote Sensing, USGS Science Data Catalog (SDC), United States of America, aerial photography, conservation, digital elevation models, ecosystem monitoring, environment, geographic information systems, image collections, image mosaics, remote sensing, wetland ecosystems, wetland restoration, Fewer tags Density of all roads (km/sq km) within a 18-km radius in the Wyoming Basins Ecoregional Assessment area Density of all roads within a 18-km radius developed using a circular focal moving window analysis. Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: Colorado, Idaho, Montana, United States, Utah, All tags... Wyoming, Wyoming Basins Ecoregional Assessment, conservation, environment, federal/state highways, interstates, roadways, secondary roads, transportation, Fewer tags Proportion of Big Sagebrush Land Cover (1-km scale) in the Wyoming Basins Ecoregional Assessment area Proportion of big sagebrush land cover within a 1-km radius developed using a circular focal moving window analysis. Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: Artemisia tridentata, Colorado, Idaho, Montana, United States, All tags... Utah, Wyoming, Wyoming Basins Ecoregional Assessment, big sagebrush, biota, conservation, environment, land use and land cover, vegetation, Fewer tags Proportion of Conifer Forest Land Cover (18-km scale) in the Wyoming Basins Ecoregional Assessment area Proportion of conifer forest land cover within a 18-km radius developed using a circular focal moving window analysis. Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: Colorado, Idaho, Montana, United States, Utah, All tags... Wyoming, Wyoming Basins Ecoregional Assessment, biota, conifer forest, conservation, environment, forest ecosystems, land use and land cover, vegetation, Fewer tags Proportion of Mixed Shrubland Land Cover (540-m scale) in the Wyoming Basins Ecoregional Assessment area Proportion of mixed shrubland land cover within a 540-m radius developed using a circular focal moving window analysis. Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: Colorado, Idaho, Montana, United States, Utah, All tags... Wyoming, Wyoming Basins Ecoregional Assessment, biota, conservation, environment, land use and land cover, mixed shrubland, shrubland ecosystems, vegetation, Fewer tags Low and Black Sagebrush Land Cover in the Wyoming Basins Ecoregional Assessment area Location of low and black sagebrush land cover obtained from the LANDFIRE Existing Vegetation Type dataset. Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: Artemisia arbuscula, Artemisia nova, Colorado, Idaho, Montana, All tags... United States, Utah, Wyoming, biota, black sagebrush, conservation, environment, land use and land cover, low sagebrush, vegetation, Fewer tags Proportion of Mountain Sagebrush Land Cover (5-km scale) in the Wyoming Basins Ecoregional Assessment area Proportion of mountain sagebrush land cover within a 5-km radius developed using a circular focal moving window analysis. Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: Artemisia spp., Colorado, Idaho, Montana, United States, All tags... Utah, Wyoming, Wyoming Basins Ecoregional Assessment, biota, conservation, environment, land use and land cover, mountain sagebrush, vegetation, Fewer tags Proportion of Mountain Sagebrush Land Cover (18-km scale) in the Wyoming Basins Ecoregional Assessment area Proportion of mountain sagebrush land cover within a 18-km radius developed using a circular focal moving window analysis. Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: Artemisia spp., Colorado, Idaho, Montana, United States, All tags... Utah, Wyoming, Wyoming Basins Ecoregional Assessment, biota, conservation, environment, land use and land cover, mountain sagebrush, vegetation, Fewer tags All Sagebrush Species Land Cover in the Wyoming Basins Ecoregional Assessment area Location of all sagebrush species land cover obtained from the LANDFIRE Existing Vegetation Type dataset Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: Artemisia spp., Colorado, Idaho, Montana, United States, All tags... Utah, Wyoming, Wyoming Basins Ecoregional Assessment, all sagebrush species, biota, conservation, environment, land use and land cover, vegetation, Fewer tags Proportion of Mountain Shrubland Land Cover (270-m scale) in the Wyoming Basins Ecoregional Assessment area Proportion of mountain shrubland land cover within a 270-m radius developed using a circular focal moving window analysis. Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: Colorado, Idaho, Montana, United States, Utah, All tags... Wyoming, Wyoming Basins Ecoregional Assessment, biota, conservation, environment, land use and land cover, mountain shrubland, shrubland ecosystems, vegetation, Fewer tags Iowa - High Opportunity Areas High Opportunity Areas for Cooperative Conservation Actions - Data layers representing a broad array of wildlife and biodiversity plans, programs and priority areas prepared by natural resource entities were combined to identify priority areas for conservation actions. The areas on the map indicate areas identified as a priority for action by one or more of the plans referenced above. Darker shading/higher values indicate(s) areas where progressively more of the plans have overlapping priorities and indicate where partnering to maximize the effect of resources should be possible. Categories: Data; Types: Citation, Downloadable, GeoTIFF, Map Service, Raster; Tags: LCC, agriculture, birds, conservation, conservation delivery, All tags... eutrophication, fish, gulf hypoxia, habitat, hypoxia, landscape conservation cooperative, landscape conservation design, mississippi river basin, pollinators, sdm, species, species distribution, strategic conservation, structured decision making, water quality, wildlife, Fewer tags Raster representing climate resilient core sagebrush and growth opportunity areas on federal lands This dataset contains a raster representing current (2017-2020) core sagebrush, growth opportunity areas, and other rangelands on tribal and federal lands that are estimated to be climate resilient into the future (2030-2060). We determined climate-resiliency by comparing current (2017-2020) core sagebrush, growth opportunity areas, and other rangelands to estimated future (2030-2060) conditions of core and growth opportunity areas under mid-century climate change (Representative Concentration Pathway 8.5) conditions (Doherty et al. 2022). The Department of the Interior (DOI) Sagebrush Keystone Initiative (KI) team worked with partners to identify areas within the sagebrush biome for strategic investments in conservation... Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: California, Colorado, Conservation, Idaho, Montana, All tags... Nevada, Oregon, Rangeland, Restoration, Sagebrush, Utah, Wyoming, biota, ecosystems, environment, natural resource management, terrestrial ecosystems, western United States, Fewer tags Proportion of Mountain Sagebrush Land Cover (540-m scale) in the Wyoming Basins Ecoregional Assessment area Proportion of mountain sagebrush land cover within a 540-m radius developed using a circular focal moving window analysis. Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: Artemisia spp., Colorado, Idaho, Montana, United States, All tags... Utah, Wyoming, Wyoming Basins Ecoregional Assessment, biota, conservation, environment, land use and land cover, mountain sagebrush, vegetation, Fewer tags Juniper Land Cover in the Wyoming Basins Ecoregional Assessment area Location of juniper land cover obtained from the LANDFIRE Existing Vegetation Type dataset. Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster, Shapefile; Tags: Colorado, Idaho, Juniperus, Montana, United States, All tags... Utah, Wyoming, Wyoming Basins Ecoregional Assessment, biota, conservation, environment, juniper, land use and land cover, vegetation, Fewer tags Proportion of Mountain Shrubland Land Cover (1-km scale) in the Wyoming Basins Ecoregional Assessment area Proportion of mountain shrubland land cover within a 1-km radius developed using a circular focal moving window analysis. Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: Colorado, Idaho, Montana, United States, Utah, All tags... Wyoming, Wyoming Basins Ecoregional Assessment, biota, conservation, environment, land use and land cover, mountain shrubland, shrubland ecosystems, vegetation, Fewer tags Mountain Sagebrush Land Cover in the Wyoming Basins Ecoregional Assessment area Location of mountain sagebrush land cover obtained from the LANDFIRE Existing Vegetation Type dataset. Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: Artemisia spp., Colorado, Idaho, Montana, United States, All tags... Utah, Wyoming, Wyoming Basins Ecoregional Assessment, biota, conservation, environment, land use and land cover, mountain sagebrush, vegetation, Fewer tags Density of all roads (km/sq km) within a 3-km radius in the Wyoming Basins Ecoregional Assessment area Density of all roads within a 3-km radius developed using a circular focal moving window analysis. Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: Colorado, Idaho, Montana, United States, Utah, All tags... Wyoming, Wyoming Basins Ecoregional Assessment, conservation, environment, federal/state highways, interstates, roadways, secondary roads, transportation, Fewer tags 1 2 3 4 5 »