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HUC12-Monthly Summaries This data release contains historical SnowModel (Liston and Elder, 2006) output for the Crown of the Continent and surrounding areas in Montana and Idaho, USA; and Alberta and British Columbia, Canada from September 1, 1981 through August 31, 2020. Fifteen daily variables were simulated or derived for this release: (1) snow water equivalent (swed), (2) liquid precipitation (rpre), (3) solid precipitation (spre), (4) albedo (albd), (5) glacial ice melt (glmt), (6) total precipitation (prec), (7) runoff (roff), (8) snow covered area (sca), (9) snow density (sden), (10) snowmelt (smlt), (11) snow depth (snod), (12) snow sublimation (ssub), (13) air temperature (tair), (14) wind speed (wspd), and (15) wind direction... Categories: Data; Types: Downloadable, Map Service, OGC WFS Layer, OGC WMS Layer, Shapefile; Tags: Alberta, British Columbia, Crown of the Continent, Glacier National Park, Idaho, All tags... Montana, Northern Rocky Mountains, Waterton Lakes National Park, climatologyMeteorologyAtmosphere, precipitation (atmospheric), runoff, snow, snow and ice cover, snowmelt, snowpack, Fewer tags Data Release: Water Quality and Estimated Changes in the Plum Creek Watershed 2010-2020 This section of the data release supports the data used in models for the associated publication. The U.S. Geological Survey and the University of Wisconsin – Green Bay collected hydrologic and water-quality data to assess the effectiveness of agricultural conservation management practice (CMP) implementation at Mainstem Plum Creek (USGS site ID: 04084911) and West Plum Creek (USGS site ID: 04084927) in northeastern Wisconsin. Monitoring data from 2010–2020 at Mainstem Plum and 2013–2020 at West Plum were used to detect changes in hydrologic and water-quality responses during runoff events. Runoff events were defined by hydrographers and used to compute event loads and event flow-weighted mean concentrations of... Categories: Data; Types: Downloadable, Map Service, OGC WFS Layer, OGC WMS Layer, Shapefile; Tags: Lake Michigan, Wisconsin, agriculture, erosion, nutrient content (water), All tags... precipitation (atmospheric), stream discharge, surface water quality, suspended material (water), Fewer tags Basin Characteristic Layers for the Upper Colorado & Gunnison Rivers Pilot Project for StreamStats 2020 The U.S. Geological Survey (USGS) calculated multiple basin characteristics as part of preparing the Upper Colorado & Gunnison Rivers Pilot StreamStats application. These datasets are raster representations of various environmental, geological, and land use attributes within the Upper Colorado & Gunnison Rivers study area (also known as the Next-Generation Water Observing System, or NGWOS), and will be served in the National StreamStats application (https://streamstats.usgs.gov) to describe delineated watersheds. The StreamStats application provides access to spatial analysis tools that are useful for water-resources planning and management, and for engineering and design purposes. The map-based user interface can... Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: Colorado, Gunnison River, Hydrology, USGS Science Data Catalog (SDC), United States, All tags... Upper Colorado River, Utah, Water Resources, climatologyMeteorologyAtmosphere, digital elevation models, geoscientificInformation, geospatial datasets, hydrology, imageryBaseMapsEarthCover, land use and land cover, precipitation (atmospheric), runoff, society, water supply and demand, Fewer tags Mean Annual Precipitation within the Wyoming Basins Ecoregional Assessment area Mean Annual Precipitation in the Wyoming Basins Ecoregion. Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: Colorado, Idaho, Montana, United States, Utah, All tags... Wyoming, Wyoming Basins Ecoregional Assessment, atmospheric and climatic processes, climate, climatologyMeteorologyAtmosphere, conservation, environment, precipitation (atmospheric), Fewer tags Pre-computed mean maximum 30-minute 2-year precipitation rasters from the 43 available conterminous states, for use in the StreamStats Fire-Hydrology application 2021 The U.S. Geological Survey (USGS) computed rasters of pre-solved values for the watersheds draining to the pixel delineation point representing the watershed's mean maximum 30-minute precipitation occurring on average once in 2 years from NOAA Atlas 14. These values will be served in the National StreamStats Fire-Hydrology application to describe delineated watersheds ( https://streamstats.usgs.gov/ ). The StreamStats application provides access to spatial analysis tools that are useful for water-resources planning and management, and for engineering and design purposes. The map-based user interface can be used to delineate drainage areas, to retrieve basin characteristics, to estimate flow statistics, and more. Categories: Data; Types: Downloadable, GeoTIFF, Map Service, OGC WFS Layer, OGC WMS Layer, OGC WMS Service, Raster; Tags: Alabama, Arizona, Arkansas, California, Climatology, All tags... Colorado, Connecticut, Delaware, District of Columbia, Florida, Georgia, Hydrology, Illinois, Indiana, Iowa, Kansas, Kentucky, Louisiana, Maine, Maryland, Massachusetts, Michigan, Minnesota, Mississippi, Missouri, Nebraska, Nevada, New Hampshire, New Jersey, New Mexico, New York, North Carolina, North Dakota, Ohio, Oklahoma, Pennsylvania, Rhode Island, South Carolina, South Dakota, Tennessee, Texas, USGS Science Data Catalog (SDC), United States, Utah, Vermont, Virginia, Water Resources, West Virginia, Wisconsin, climatologyMeteorologyAtmosphere, geoscientificInformation, geospatial datasets, hydrology, precipitation (atmospheric), runoff, water supply and demand, Fewer tags Basin Characteristic Rasters for Puerto Rico StreamStats, 2021 In cooperation with the Puerto Rico Environmental Quality Board, the U.S. Geological Survey (USGS) calculated over 40 different basin characteristics as part of preparing the Puerto Rico StreamStats application. These data were used to update the peak flow and low flow regression equations for Puerto Rico. These datasets are raster representations of various environmental, geological, and land use attributes within the Puerto Rico StreamStats 2020 study area, and will be served in the Puerto Rico StreamStats 2020 application to describe delineated watersheds. The StreamStats application provides access to spatial analytical tools that are useful for water-resources planning and management, and for engineering and... Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: Atmosphere, Hydrology, Precipitation, Precipitation Frequency, Puerto Rico, All tags... Puerto Rico, U.S. possessions and associated areas, USGS Science Data Catalog (SDC), Water Resources, agriculture, bedrock geologic units, climatology, climatologyMeteorologyAtmosphere, environment, evaporation, farming, forest ecosystems, forest resources, geologic maps, geology, geoscientificInformation, human impacts, hydrology, imageryBaseMapsEarthCover, inlandWaters, karst, land surface characteristics, land use and land cover, land use change, meteorology, permeability, precipitation (atmospheric), runoff, sinkhole formation, soil horizons, soil sciences, storms, surface water (non-marine), transpiration, unconsolidated deposits, vegetation, wetland ecosystems, Fewer tags Standardized Precipitation-Evapotranspiration Index for western United States, 2001-2014, derived from gridMET climate estimates These data are 30m by 30 m grids of the mean Standardized Precipitation-Evapotranspiration Index (SPEI) between 2001-2014 in the western United States. The SPEI index was developed by Sergio M. Vicente-Serrano and coauthors (https://spei.csic.es/index.html). Source evapotranspiration and precipitation data were generated by gridMET (http://www.climatologylab.org/gridmet.html). Categories: Data; Types: ArcGIS REST Map Service, ArcGIS Service Definition, Downloadable, Map Service; Tags: Climatology, Remote Sensing, USGS Science Data Catalog (SDC), atmospheric and climatic processes, climatology, All tags... climatologyMeteorologyAtmosphere, droughts, environment, precipitation (atmospheric), remote sensing, Fewer tags Model Archive: Water Quality and Estimated Changes in the Plum Creek Watershed 2010-2020 This section of the data release supports an archive of the models used in the associated publication. The U.S. Geological Survey and the University of Wisconsin – Green Bay collected hydrologic and water-quality data to assess the effectiveness of agricultural conservation management practice (CMP) implementation at Mainstem Plum Creek and West Plum Creek in northeastern Wisconsin. Monitoring data from 2010–2020 at Mainstem Plum and 2013–2020 at West Plum were used to detect changes in hydrologic and water-quality responses during runoff events. Runoff events were defined by hydrographers and used to compute event loads and event flow-weighted mean concentrations of total phosphorus and total suspended solids –... Categories: Data; Types: Downloadable, Map Service, OGC WFS Layer, OGC WMS Layer, Shapefile; Tags: Lake Michigan, Wisconsin, agriculture, erosion, nutrient content (water), All tags... precipitation (atmospheric), stream discharge, surface water quality, suspended material (water), Fewer tags Water Quality and Estimated Changes in the Plum Creek Watershed 2010-2020 (Data Release and Model Archive) The U.S. Geological Survey and the University of Wisconsin – Green Bay collected hydrologic and water-quality data to assess the effectiveness of agricultural conservation management practice (CMP) implementation at Mainstem Plum Creek and West Plum Creek in northeastern Wisconsin. Monitoring data from 2010–2020 at Mainstem Plum and 2013–2020 at West Plum were used to detect changes in hydrologic and water-quality responses during runoff events. Runoff events were defined by hydrographers and used to compute event loads and event flow-weighted mean concentrations of total phosphorus and total suspended solids – all of which are included in this data release. Additionally, changes in these parameters were assessed... Categories: Data; Types: Downloadable, Map Service, OGC WFS Layer, OGC WMS Layer, Shapefile; Tags: Hydrology, Lake Michigan, USGS Science Data Catalog (SDC), Water Quality, Wisconsin, All tags... agriculture, erosion, nutrient content (water), precipitation (atmospheric), stream discharge, surface water quality, suspended material (water), Fewer tags Genetically informed seed transfer zones for Astragalus lonchocarpus, Cleome serrulata, and Heliomeris multiflora across the Colorado Plateau and adjacent regions These data were compiled to provide seed transfer and native plant materials development guidance to managers and practitioners across the Colorado Plateau and in adjacent regions. This data release contains empirical seed transfer zones derived from molecular genetic data for Cleome serrulata (syn. Peritoma serrulata), Heliomeris multiflora, and Astragalus lonchocarpus. These species show distinct population structure (i.e., genetic differentiation) across their ranges; as such, seed transfer zones reflect both patterns of genetic differentiation and information on each species' unique adaptations to climatic gradients. These shapefile data may support successful restoration outcomes if, for example, seed transfer... Categories: Data; Types: Downloadable, Map Service, OGC WFS Layer, OGC WMS Layer, Shapefile; Tags: Arizona, Astragalus lonchocarpus, Botany, Cleome serrulata (syn. Peritoma serrulata), Colorado, All tags... Colorado Plateau, Ecology, Genetics, Geography, Heliomeris multiflora, Information Sciences, Intermountain West, Nevada, New Mexico, North America, USGS Science Data Catalog (SDC), United States, Utah, Wyoming, adaptation, air temperature, biogeography, biota, climatic gradients, data release, differentiation, effects of climate change, environment, environmental restoration, field inventory and monitoring, flora restoration, genetic differentiation, genetic diversity, genetic resources, genetic variation, mean annual precipitation, molecular biology, molecular genetic data, native plant, native species, natural resource management, plants (organisms), population and community ecology, population differentiation, population dynamics, precipitation (atmospheric), precipitation seasonality, restoration, seed accessions, seed strategies, seed transfer, seed transfer zones, species diversity, species' adaptations, temperature seasonality, Fewer tags Observed wildfire frequency, modelled wildfire probability, climate, and fine fuels across the big sagebrush region in the western United States These data were compiled so that annual wildfire could be modelled across the sagebrush region in the western United States. Our goal was to understand how wildfire probability relates to climate and fuel conditions across the entire sagebrush region. To do this we developed a statistical model that represents the relationship between annual wildfire probability and a small number of climate and fuel variables. Specifically, created predictions of wildfire probability using a biologically plausible logistic regression model that related wildfire probability to mean temperature, annual precipitation, the proportion summer precipitation (PSP), and aboveground biomass of annual herbaceous plants and perennial herbaceous... Categories: Data; Types: Downloadable, GeoTIFF, Map Service, Raster; Tags: Arizona, Botany, California, Climatology, Colorado, All tags... Ecology, Forestry, Geography, Idaho, Information Sciences, Land Use Change, Montana, Nebraska, Nevada, New Mexico, North Dakota, Oregon, Remote Sensing, South Dakota, USGS Science Data Catalog (SDC), Utah, Washington, Wyoming, aboveground biomass, air temperature, annual plants, annual-grass fire cycle, atmospheric and climatic processes, biogeography, biota, data release, ecology, environment, fine fuel availability, fire occurrence, fires, herbacious plants, human impacts, logistic regression model, mathematical modeling, perennial plants, plants (organisms), precipitation (atmospheric), sagebrush region, vegetation, vegetation data, western United States, widlfire probability, wildfires, Fewer tags