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Agricultural land in the southeast United States (2011) Clean water is important for a variety of uses, including drinking, recreation, and as habitat for aquatic species. Nonpoint-source pollution, such as nutrients, sediment, and pesticides from agricultural runoff, is a major cause of impaired water quality in the United States . Vegetation and soil in natural land cover help to remove pollutants from runoff water before it reaches streams and other waterways by slowing water flow and physically trapping sediment. To assess the spatial distribution of water purification potential in the southeastern United States, we mapped the demand for purification as the total area of agricultural land. Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: Alabama, Arkansas, Florida, Georgia, Louisiana, All tags... Mississippi, Missouri, North Carolina, South Carolina, Tennessee, contamination and pollution, freshwater ecosystems, natural resource management, runoff, water resources, Fewer tags Broad-scale assessment of biophysical features in Colorado: Terrestrial development index using 5-kilometer moving window The "Broad-scale assessment of biophysical features in Colorado: Terrestrial development index using 5-kilometer moving window" raster dataset quantifies levels of development (urban, agriculture, energy and mineral extraction and transmission, and roads and railroads) for all lands in Colorado. The terrestrial development index (TDI) represents the total percentage of the estimated surface disturbance footprint from development within a 5-kilometer (km) radius moving window. The TDI scores range from 0 to 100 percent. Methods are described in the companion report (see "Larger Work" section). Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: Colorado, TDI, agriculture, development, energy resources, All tags... environment, environmental assessment, farming, land use and land cover, mineral resources, natural resource management, surface disturbance footprint, terrestrial development index, transportation, urban development, utilitiesCommunication, Fewer tags 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 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 Flowpath between agricultural land and waterways in the southeast United States (2011) Clean water is important for a variety of uses, including drinking, recreation, and as habitat for aquatic species. Nonpoint-source pollution, such as nutrients, sediment, and pesticides from agricultural runoff, is a major cause of impaired water quality in the United States . Vegetation and soil in natural land cover help to remove pollutants from runoff water before it reaches streams and other waterways by slowing water flow and physically trapping sediment. To assess the spatial distribution of water purification potential in the southeastern United States, we mapped the demand for purification as the total area of agricultural land and the supply of natural land cover in the flowpath over which water moves... Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: Alabama, Arkansas, Florida, Georgia, Louisiana, All tags... Mississippi, Missouri, North Carolina, South Carolina, Tennessee, contamination and pollution, freshwater ecosystems, natural resource management, runoff, water resources, Fewer tags Purifying land cover in the flowpath between agricultural land and waterways in the southeast United States (2011) Clean water is important for a variety of uses, including drinking, recreation, and as habitat for aquatic species. Nonpoint-source pollution, such as nutrients, sediment, and pesticides from agricultural runoff, is a major cause of impaired water quality in the United States . Vegetation and soil in natural land cover help to remove pollutants from runoff water before it reaches streams and other waterways by slowing water flow and physically trapping sediment. To assess the spatial distribution of water purification potential in the southeastern United States, we mapped the demand for purification as the total area of agricultural land and the supply of natural land cover in the flowpath over which water moves... Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: Alabama, Arkansas, Florida, Georgia, Louisiana, All tags... Mississippi, Missouri, North Carolina, South Carolina, Tennessee, contamination and pollution, freshwater ecosystems, natural resource management, runoff, water resources, Fewer tags East Marsh Island Marsh Creation (TV-21): CRMS-like 01 The Louisiana State Legislature created 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 East Marsh Island Marsh Creation (TV-21): CRMS-like 01 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... Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: CWPPRA, DOQQ, Gulf of Mexico, Louisiana, Louisiana Coastal, All tags... TV-21, aerial photography, digital elevation models, ecosystem monitoring, geographic information systems, image collections, image mosaics, natural resource management, rectification, remote sensing, wetland ecosystems, wetland restoration, Fewer tags Broad-scale assessment of biophysical features in Colorado: Terrestrial development index using 1-kilometer moving window The "Broad-scale assessment of biophysical features in Colorado: Terrestrial development index using 1-kilometer moving window" raster dataset quantifies levels of development (urban, agriculture, energy and mineral extraction and transmission, and roads and railroads) for all lands in Colorado. The terrestrial development index (TDI) represents the total percentage of the estimated surface disturbance footprint from development within a 1-kilometer (km) radius moving window. The TDI scores range from 0 to 100 percent. Methods are described in the companion report (see "Larger Work" section). Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: Colorado, TDI, agriculture, development, energy resources, All tags... environment, environmental assessment, farming, land use and land cover, mineral resources, natural resource management, surface disturbance footprint, terrestrial development index, transportation, urban development, utilitiesCommunication, Fewer tags East Marsh Island Marsh Creation (TV-21): CRMS-like 02 The Louisiana State Legislature created 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 East Marsh Island Marsh Creation (TV-21): CRMS-like 02 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... Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: CWPPRA, DOQQ, Gulf of Mexico, Louisiana, Louisiana Coastal, All tags... TV-21, aerial photography, digital elevation models, ecosystem monitoring, geographic information systems, image collections, image mosaics, natural resource management, rectification, remote sensing, wetland ecosystems, wetland restoration, Fewer tags