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Remote Sensing Sagebrush Habitat Products for the Gunnison Basin in Colorado (percent bare ground) North American sagebrush-steppe ecosystems have decreased by about 50 percent since European settlement. As a result, sagebrush-steppe dependent species, such as the Gunnison sage-grouse, have experienced drastic range contractions and population declines. Coordinated ecosystem-wide research, integrated with monitoring and management activities, is needed to help maintain existing sagebrush habitats; however, products that accurately model and map sagebrush habitats in detail over the Gunnison Basin in Colorado are still unavailable. This research employs a combination of methods, including (1) modeling sagebrush rangeland as a series of independent objective components that can be combined and customized by any... Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: 002, 007, 010, CO, Chaffee, All tags... Custer, Douglas, Eagle, Fremont, Gunnison, Lake, National Standards for Spatial Digital Accuracy (NSSDA), Park, Pitkin, Sagebrush Rangeland, Saguache, State of Colorado, Summit, Teller, U.S., U.S. Geological Survey, US, USGS, United States, Wyomingensis, bare ground, biota, digital spatial data, environment, herbaceous, imageryBaseMapsEarthCover, litter, sagebrush, shrub, Fewer tags Remote Sensing Sagebrush Habitat Products for the Gunnison Basin in Colorado (percent herbaceous cover) North American sagebrush-steppe ecosystems have decreased by about 50 percent since European settlement. As a result, sagebrush-steppe dependent species, such as the Gunnison sage-grouse, have experienced drastic range contractions and population declines. Coordinated ecosystem-wide research, integrated with monitoring and management activities, is needed to help maintain existing sagebrush habitats; however, products that accurately model and map sagebrush habitats in detail over the Gunnison Basin in Colorado are still unavailable. This research employs a combination of methods, including (1) modeling sagebrush rangeland as a series of independent objective components that can be combined and customized by any... Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: 002, 007, 010, CO, Chaffee, All tags... Custer, Douglas, Eagle, Fremont, Gunnison, Lake, National Standards for Spatial Digital Accuracy (NSSDA), Park, Pitkin, Sagebrush Rangeland, Saguache, State of Colorado, Summit, Teller, U.S., U.S. Geological Survey, US, USGS, United States, Wyomingensis, bare ground, biota, digital spatial data, environment, herbaceous, imageryBaseMapsEarthCover, litter, sagebrush, shrub, Fewer tags Remote Sensing Sagebrush Habitat Products for the Gunnison Basin in Colorado (percent litter) North American sagebrush-steppe ecosystems have decreased by about 50 percent since European settlement. As a result, sagebrush-steppe dependent species, such as the Gunnison sage-grouse, have experienced drastic range contractions and population declines. Coordinated ecosystem-wide research, integrated with monitoring and management activities, is needed to help maintain existing sagebrush habitats; however, products that accurately model and map sagebrush habitats in detail over the Gunnison Basin in Colorado are still unavailable. This research employs a combination of methods, including (1) modeling sagebrush rangeland as a series of independent objective components that can be combined and customized by any... Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: 002, 007, 010, CO, Chaffee, All tags... Custer, Douglas, Eagle, Fremont, Gunnison, Lake, National Standards for Spatial Digital Accuracy (NSSDA), Park, Pitkin, Sagebrush Rangeland, Saguache, State of Colorado, Summit, Teller, U.S., U.S. Geological Survey, US, USGS, United States, Wyomingensis, bare ground, biota, digital spatial data, environment, herbaceous, imageryBaseMapsEarthCover, litter, sagebrush, shrub, Fewer tags Remote Sensing Sagebrush Habitat Products for the Gunnison Basin in Colorado (shrub height) North American sagebrush-steppe ecosystems have decreased by about 50 percent since European settlement. As a result, sagebrush-steppe dependent species, such as the Gunnison sage-grouse, have experienced drastic range contractions and population declines. Coordinated ecosystem-wide research, integrated with monitoring and management activities, is needed to help maintain existing sagebrush habitats; however, products that accurately model and map sagebrush habitats in detail over the Gunnison Basin in Colorado are still unavailable. This research employs a combination of methods, including (1) modeling sagebrush rangeland as a series of independent objective components that can be combined and customized by any... Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: 002, 007, 010, CO, Chaffee, All tags... Custer, Douglas, Eagle, Fremont, Gunnison, Lake, National Standards for Spatial Digital Accuracy (NSSDA), Park, Pitkin, Sagebrush Rangeland, Saguache, State of Colorado, Summit, Teller, U.S., U.S. Geological Survey, US, USGS, United States, Wyomingensis, bare ground, biota, digital spatial data, environment, herbaceous, imageryBaseMapsEarthCover, litter, sagebrush, shrub, Fewer tags Predicting Water Temperature Dynamics of Unmonitored Lakes with Meta Transfer Learning: 1 Lake information for 2,332 lakes This dataset provides shapefile outlines of the 2,332 lakes that had temperature modeled as part of this study. The format is a shapefile for all lakes combined (.shp, .shx, .dbf, and .prj files). A csv file of lake metadata is included, which includes lake metadata and all features that were considered for the meta transfer model (not all meta features were used). This dataset is part of a larger data release of lake temperature model inputs and outputs for 2,332 lakes in the U.S. (https://doi.org/10.5066/P9I00WFR). Categories: Data; Types: Downloadable, Map Service, OGC WFS Layer, OGC WMS Layer, Shapefile; Tags: 007, 012, IA, IL, Illinois, All tags... Iowa, MI, MN, Michigan, Minnesota, ND, North Dakota, OH, Ohio, SD, South Dakota, US, United States, WI, Wisconsin, climate change, deep learning, environment, hybrid modeling, inlandWaters, machine learning, modeling, reservoirs, temperate lakes, temperature, thermal profiles, water, Fewer tags Remote Sensing Sagebrush Habitat Products for the Gunnison Basin in Colorado (percent shrub) North American sagebrush-steppe ecosystems have decreased by about 50 percent since European settlement. As a result, sagebrush-steppe dependent species, such as the Gunnison sage-grouse, have experienced drastic range contractions and population declines. Coordinated ecosystem-wide research, integrated with monitoring and management activities, is needed to help maintain existing sagebrush habitats; however, products that accurately model and map sagebrush habitats in detail over the Gunnison Basin in Colorado are still unavailable. This research employs a combination of methods, including (1) modeling sagebrush rangeland as a series of independent objective components that can be combined and customized by any... Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: 002, 007, 010, CO, Chaffee, All tags... Custer, Douglas, Eagle, Fremont, Gunnison, Lake, National Standards for Spatial Digital Accuracy (NSSDA), Park, Pitkin, Sagebrush Rangeland, Saguache, State of Colorado, Summit, Teller, U.S., U.S. Geological Survey, US, USGS, United States, Wyomingensis, bare ground, biota, digital spatial data, environment, herbaceous, imageryBaseMapsEarthCover, litter, sagebrush, shrub, Fewer tags Process-guided deep learning water temperature predictions: 1 Spatial data (GIS polygons for 68 lakes) This dataset provides shapefile of outlines of the 68 lakes where temperature was modeled as part of this study. The format is a shapefile for all lakes combined (.shp, .shx, .dbf, and .prj files). This dataset is part of a larger data release of lake temperature model inputs and outputs for 68 lakes in the U.S. states of Minnesota and Wisconsin (http://dx.doi.org/10.5066/P9AQPIVD). Categories: Data; Types: Downloadable, Map Service, OGC WFS Layer, OGC WMS Layer, Shapefile; Tags: 007, 012, Fish, MN, Minnesota, All tags... Northeast CASC, Rivers, Streams and Lakes, US, United States, WI, Water, Coasts and Ice, Wildlife and Plants, Wisconsin, climate change, deep learning, environment, hybrid modeling, inlandWaters, machine learning, modeling, reservoirs, temperate lakes, temperature, thermal profiles, water, Fewer tags Metabolism estimates for 356 U.S. rivers (2007-2017): 2a. Site coordinates This dataset provides site locations as shapefile points. The format is a shapefile for all sites combined (.shp, .shx, .dbf, and .prj files). This dataset is part of a larger data release of metabolism model inputs and outputs for 356 streams and rivers across the United States (https://doi.org/10.5066/F70864KX). The complete release includes: modeled estimates of gross primary productivity, ecosystem respiration, and the gas exchange coefficient; model input data and alternative input data; model fit and diagnostic information; site catchment boundaries and site point locations; and potential predictors of metabolism such as discharge and light availability. Categories: Data; Types: Downloadable, Map Service, OGC WFS Layer, OGC WMS Layer, Shapefile; Tags: 007, 012, AK, AL, AR, All tags... Aerobic respiration, Alabama, Alaska, Arkansas, CA, CO, CT, California, Carbon, Carbon dioxide, Colorado, Connecticut, DC, DE, Delaware, Dissolved oxygen, District of Columbia, Energy metabolism, FL, Florida, GA, Gas exchange, Georgia, IA, ID, IL, IN, Idaho, Illinois, Indiana, Iowa, KS, KY, Kansas, Kentucky, LA, Louisiana, MA, MD, ME, MI, MN, MO, MS, MT, Maine, Maryland, Massachusetts, Michigan, Minnesota, Mississippi, Missouri, Montana, NC, ND, NE, NJ, NM, NY, Nebraska, New Jersey, New Mexico, New York, North Carolina, North Dakota, OH, OK, OR, Ohio, Oklahoma, Oregon, Oxygen, PA, PR, Pennsylvania, Photosynthesis, Primary production, Puerto Rico, Rivers, SC, SD, South Carolina, South Dakota, Streams, TN, TX, Tennessee, Texas, US, UT, United States, Utah, VA, Virginia, WA, WI, WV, WY, Washington, Water courses, West Virginia, Wisconsin, Wyoming, environment, inlandWaters, Fewer tags Spatial data: Projected shifts in fish species dominance in Wisconsin lakes under climate change Temperate lakes may contain both coolwater fish species such as walleye (Sander vitreus) and warmwater species such as largemouth bass (Micropterus salmoides). Recent declines in walleye and increases in largemouth bass populations have raised questions regarding the future trajectories and appropriate management actions for these important species. We developed a thermodynamic model of water temperatures driven by downscaled climate data and lake specific characteristics to estimate daily water temperature profiles for 2148 lakes in Wisconsin, USA under contemporary (1989-2014) and future (2040-2064 and 2065-2089) conditions. We correlated contemporary walleye recruitment success and largemouth bass relative abundance... Categories: Data; Types: Citation, Downloadable, Map Service, OGC WFS Layer, OGC WMS Layer, Shapefile; Tags: 007, 012, Fish, Northeast CASC, Rivers, Streams and Lakes, All tags... Secchi depth, US, United States, WI, Water, Coasts and Ice, Wildlife and Plants, Wisconsin, Wisconsin, bass, climate change, environment, inlandWaters, lake depth, largemouth bass, modeling, reservoirs, temperate lakes, walleye, water, water clarity, wind sheltering, Fewer tags Remote Sensing Sagebrush Habitat Products for the Gunnison Basin in Colorado (percent big sagebrush) North American sagebrush-steppe ecosystems have decreased by about 50 percent since European settlement. As a result, sagebrush-steppe dependent species, such as the Gunnison sage-grouse, have experienced drastic range contractions and population declines. Coordinated ecosystem-wide research, integrated with monitoring and management activities, is needed to help maintain existing sagebrush habitats; however, products that accurately model and map sagebrush habitats in detail over the Gunnison Basin in Colorado are still unavailable. This research employs a combination of methods, including (1) modeling sagebrush rangeland as a series of independent objective components that can be combined and customized by any... Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: 002, 007, 010, CO, Chaffee, All tags... Custer, Douglas, Eagle, Fremont, Gunnison, Lake, National Standards for Spatial Digital Accuracy (NSSDA), Park, Pitkin, Sagebrush Rangeland, Saguache, State of Colorado, Summit, Teller, U.S., U.S. Geological Survey, US, USGS, United States, Wyomingensis, bare ground, biota, digital spatial data, environment, herbaceous, imageryBaseMapsEarthCover, litter, sagebrush, shrub, Fewer tags Remote Sensing Sagebrush Habitat Products for the Gunnison Basin in Colorado (percent all sagebrush) North American sagebrush-steppe ecosystems have decreased by about 50 percent since European settlement. As a result, sagebrush-steppe dependent species, such as the Gunnison sage-grouse, have experienced drastic range contractions and population declines. Coordinated ecosystem-wide research, integrated with monitoring and management activities, is needed to help maintain existing sagebrush habitats; however, products that accurately model and map sagebrush habitats in detail over the Gunnison Basin in Colorado are still unavailable. This research employs a combination of methods, including (1) modeling sagebrush rangeland as a series of independent objective components that can be combined and customized by any... Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: 002, 007, 010, CO, Chaffee, All tags... Custer, Douglas, Eagle, Fremont, Gunnison, Lake, National Standards for Spatial Digital Accuracy (NSSDA), Park, Pitkin, Sagebrush Rangeland, Saguache, State of Colorado, Summit, Teller, U.S., U.S. Geological Survey, US, USGS, United States, Wyomingensis, bare ground, biota, digital spatial data, environment, herbaceous, imageryBaseMapsEarthCover, litter, sagebrush, shrub, Fewer tags Remote Sensing Sagebrush Habitat Products for the Gunnison Basin in Colorado (percent Wyoming sagebrush) North American sagebrush-steppe ecosystems have decreased by about 50 percent since European settlement. As a result, sagebrush-steppe dependent species, such as the Gunnison sage-grouse, have experienced drastic range contractions and population declines. Coordinated ecosystem-wide research, integrated with monitoring and management activities, is needed to help maintain existing sagebrush habitats; however, products that accurately model and map sagebrush habitats in detail over the Gunnison Basin in Colorado are still unavailable. This research employs a combination of methods, including (1) modeling sagebrush rangeland as a series of independent objective components that can be combined and customized by any... Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: 002, 007, 010, CO, Chaffee, All tags... Custer, Douglas, Eagle, Fremont, Gunnison, Lake, National Standards for Spatial Digital Accuracy (NSSDA), Park, Pitkin, Sagebrush Rangeland, Saguache, State of Colorado, Summit, Teller, U.S., U.S. Geological Survey, US, USGS, United States, Wyomingensis, bare ground, biota, digital spatial data, environment, herbaceous, imageryBaseMapsEarthCover, litter, sagebrush, shrub, Fewer tags Spatial data: A large-scale database of modeled contemporary and future water temperature data for 10,774 Michigan, Minnesota and Wisconsin Lakes Climate change has been shown to influence lake temperatures globally. To better understand the diversity of lake responses to climate change and give managers tools to manage individual lakes, we modelled daily water temperature profiles for 10,774 lakes in Michigan, Minnesota and Wisconsin for contemporary (1979-2015) and future (2020-2040 and 2080-2100) time periods with climate models based on the Representative Concentration Pathway 8.5, the worst-case emission scenario. From simulated temperatures, we derived commonly used, ecologically relevant annual metrics of thermal conditions for each lake. We included all available supporting metadata including satellite and in-situ observations of water clarity, maximum... Categories: Data; Types: Citation, Downloadable, Map Service, OGC WFS Layer, OGC WMS Layer, Shapefile; Tags: 007, 012, Fish, IA, IL, All tags... IN, Illinois, Illinois, Indiana, Indiana, Iowa, Iowa, MI, MN, Michigan, Michigan, Minnesota, Minnesota, Northeast CASC, Rivers, Streams and Lakes, SD, South Dakota, South Dakota, US, United States, WI, Water, Coasts and Ice, Wildlife and Plants, Wisconsin, Wisconsin, climate change, environment, inlandWaters, modeling, reservoirs, temperate lakes, thermal profiles, water, Fewer tags USGS South Florida Fish and Invertebrate Assessment Network- Braun Blanquet The South Florida Fish and Invertebrate Assessment Network (FIAN) is a monitoring project within the Comprehensive Everglades Restoration Plan (CERP). It is an element of the Southern Estuaries module of the Monitoring and Assessment Plan (MAP).The FIAN is designed to support the four broad objectives of MAP: (1) to establish a pre-CERP reference state, including variability, for each of the performance measures; (2) to determine the status and trends in the performance measures; (3) to detect unexpected responses of the ecosystem to changes in stressors resulting from CERP activities; and (4) to support scientific investigations designed to increase ecosystem understanding, cause-and-effect, and interpretation... Types: Map Service, OGC WFS Layer, OGC WMS Layer, OGC WMS Service; Tags: 002, 007, 014, Barnes Sound, Biscayne Bay, All tags... Black Point, Calusa Keys, Card Sound, Central Everglades, Crane Keys, Duck Key, Eagle Key, FL, Florida, Johnson Key, Lostmans River, Manatee Bay, Miami-Dade County, Monroe County, Oyster Bay, Ponce de Leon Bay, Port of Miami, Rabbit Key, Rankin Lake, SW Big Cypress, South East Coast, US, United States, Whipray Basin, Whitewater Bay, algae, biology, biota, crabs, ecology, environment, estuaries, fish, monitoring, oceans, pink shrimp, sampling framework, seagrass, shrimp, Fewer tags Metabolism estimates for 356 U.S. rivers (2007-2017): 2b. Site catchment boundaries This dataset provides shapefile outlines of the catchments contributing to sites where metabolism was or could have been estimated. The format is a shapefile for all sites combined (.shp, .shx, .dbf, and .prj files). This dataset is part of a larger data release of metabolism model inputs and outputs for 356 streams and rivers across the United States (https://doi.org/10.5066/F70864KX). The complete release includes: modeled estimates of gross primary productivity, ecosystem respiration, and the gas exchange coefficient; model input data and alternative input data; model fit and diagnostic information; site catchment boundaries and site point locations; and potential predictors of metabolism such as discharge and... Categories: Data; Types: Downloadable, Map Service, OGC WFS Layer, OGC WMS Layer, Shapefile; Tags: 007, 012, AK, AL, AR, All tags... Aerobic respiration, Alabama, Alaska, Arkansas, CA, CO, CT, California, Carbon, Carbon dioxide, Colorado, Connecticut, DC, DE, Delaware, Dissolved oxygen, District Of Columbia, Energy metabolism, FL, Florida, GA, Gas exchange, Georgia, IA, ID, IL, IN, Idaho, Illinois, Indiana, Iowa, KS, KY, Kansas, Kentucky, LA, Louisiana, MA, MD, ME, MI, MN, MO, MS, MT, Maine, Maryland, Massachusetts, Michigan, Minnesota, Mississippi, Missouri, Montana, NC, ND, NE, NH, NJ, NM, NV, NY, Nebraska, Nevada, New Hampshire, New Jersey, New Mexico, New York, North Carolina, North Dakota, OH, OK, OR, Ohio, Oklahoma, Oregon, Oxygen, PA, Pennsylvania, Photosynthesis, Primary production, Rivers, SC, SD, South Carolina, South Dakota, Streams, TN, TX, Tennessee, Texas, US, UT, United States, Utah, VA, VT, Vermont, Virginia, WA, WI, WV, WY, Washington, Water courses, West Virginia, Wisconsin, Wyoming, environment, inlandWaters, Fewer tags