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Water Availability Tool for Environmental Resources for the Commonwealth of Kentucky updated for 2019 - Climate Climatic data are from Daymet (Thornton and others, 2016) and include maximum daily air temperature and total daily precipitation on a 1-km resolution; these data replace and update the original climate data used for the tool (Williamson and others, 2009). Tags: Cumberland River, Green River, Kentucky, Kentucky River, United States of America, All tags... geospatial datasets, land use and land cover, soils, streamflow modeling, water budget, Fewer tags Low-altitude visible and multispectral imagery from edge-of-field monitoring sites for Great Lakes Restoration Initiative - Ohio Surface Water 1 These orthophotos and digital surface model (DSM) were derived from low-altitude (approximately 92-m above ground surface) images collected from Unmanned Aerial System (UAS) flights over edge-of-field sites that are part of U.S. Geological Survey (USGS) Great Lakes Restoration Initiative (GLRI) monitoring. The objective of this UAS photogrammetry data collection was to provide information on the tile-drain network in individual fields with the goal of understanding already observed patterns in runoff amount and water quality from these sites. A 3DR Solo quadcopter served as the flight vehicle, flights were pre-planned using Mission Planner, and flights were flown using Tower. Geospatial data were originally in WGS84... Categories: Data; Tags: Great Lakes, Hancock County, Ohio, USGS Science Data Catalog (SDC), Water Resources, All tags... agriculture, multispectral imaging, orthophotographs, unmanned aircraft systems, visible light imaging, Fewer tags Water Availability Tool for Environmental Resources for Haw Creek, Indiana The Water Availability Tool for Environmental Resources (WATER-KY; Williamson and others, 2009) provides the ability to simulate streamflow for ungaged basins. This model integrates TOPMODEL (Beven and Kirkby, 1979) for pervious portions of the landscape with simulation of flow generated from impervious surfaces (USDA, 1986). A restructured version of this decision support tool translates the abilities of WATER to a format that can be used without proprietary software (Williamson and others, 2021). Additional functionality has also been added to include hydrologic response units (HRUs) that are defined based on three fundamental land-use categories: forest, agricultural land, and developed areas, based on subsequent... Tags: Bartholomew County, Clifford, Haw Creek, Indiana, USGS Science Data Catalog (SDC), All tags... United States of America, geospatial datasets, land use and land cover, soils, streamflow modeling, water budget, Fewer tags Water Availability Tool for Environmental Resources for the Commonwealth of Kentucky updated for 2019 In 2009, the Kentucky Water Science Center completed the Water Availability Tool for Environmental Resources (WATER-KY), which provided the ability to simulate streamflow for the period 1980-2000. This model integrated TOPMODEL (Beven and Kirkby, 1979) for pervious portions of the landscape with simulation of flow generated from impervious surfaces (USDA, 1986). Associated products included a flow-duration curve, load-duration curves when water-quality data were available, and general water balance. WATER-KY required a dedicated ArcGIS license with the Spatial Analyst extension, which made it difficult to use for some cooperators and limited integration with other hydrologic approaches. This new version translates... Tags: Cumberland River, Green River, Kentucky, Kentucky River, USGS Science Data Catalog (SDC), All tags... United States of America, geospatial datasets, land use and land cover, soils, streamflow modeling, water budget, Fewer tags Low-altitude visible, multispectral, and thermal-infrared imagery from edge-of-field monitoring sites for Great Lakes Restoration Initiative - Wisconsin Bioreactor These orthophotos and digital surface model (DSM) were derived from low-altitude (approximately 92-m above ground surface) images collected from Unmanned Aerial System (UAS) flights over edge-of-field sites that are part of U.S. Geological Survey (USGS) Great Lakes Restoration Initiative (GLRI) monitoring. The objective of this UAS photogrammetry data collection was to provide information on the tile-drain network in individual fields with the goal of understanding already observed patterns in runoff amount and water quality from these sites. A 3DR Solo quadcopter served as the flight vehicle, flights were pre-planned using Mission Planner, and flights were flown using Tower. Geospatial data were originally in WGS84... Categories: Data; Tags: Door County, Great Lakes, USGS Science Data Catalog (SDC), Water Resources, Wisconsin, All tags... agriculture, multispectral imaging, orthophotographs, thermal imaging, unmanned aircraft systems, visible light imaging, Fewer tags Low-altitude visible imagery from edge-of-field monitoring sites for Great Lakes Restoration Initiative - Indiana Surface Water 1 and 2 These orthophotos and digital surface model (DSM) were derived from low-altitude (approximately 92-m above ground surface) images collected from Unmanned Aerial System (UAS) flights over edge-of-field sites that are part of U.S. Geological Survey (USGS) Great Lakes Restoration Initiative (GLRI) monitoring. The objective of this UAS photogrammetry data collection was to provide information on the tile-drain network in individual fields with the goal of understanding already observed patterns in runoff amount and water quality from these sites. A 3DR Solo quadcopter served as the flight vehicle, flights were pre-planned using Mission Planner, and flights were flown using Tower. Geospatial data were originally in WGS84... Types: Map Service, OGC WFS Layer, OGC WMS Layer, OGC WMS Service; Tags: Allen County, Great Lakes, Indiana, USGS Science Data Catalog (SDC), Water Resources, All tags... agriculture, orthophotographs, unmanned aircraft systems, visible light imaging, Fewer tags Water Availability Tool for Environmental Resources for the Commonwealth of Kentucky updated for 2019 - Land-Cover, Waterbodies and Topography These data include land-cover, water bodies, and topographic data. Tags: Cumberland River, Green River, Kentucky, Kentucky River, United States of America, All tags... geospatial datasets, land use and land cover, soils, streamflow modeling, water budget, Fewer tags Chemical and physical data for sediment source tracking of streambed sediment in Black Creek, Indiana, tributary to the Maumee River and western Lake Erie, July 2019 Data include total nitrogen and carbon, carbon species, total metal, and particle-size analyses of soft streambed from the Black Creek basin, Allen County, Indiana that was collected in July 2019. These data will be used in a sediment-source mixing model in order to attribute the proportional contribution of individual sources to suspended sediment in the basin. Source samples were identified as one of five land-cover types: cropland (corn, soybean, hay, and wheat; sites included a mix of conventional and conservation tillage), active horse pasture, roads, preserved forest, and streambanks along agricultural and non-agricultural channels. Source data were collected in August 2017 (Williamson and others, 2020). Williamson,... Tags: Agricultural stream, Allen County, Indiana, Harlan, Indiana, Rural stream, Sediment fingerprinting, All tags... Sediment transport, USGS Science Data Catalog (SDC), Fewer tags Water Availability Tool for Environmental Resources for the Commonwealth of Kentucky updated for 2019 - Soils These data include those for soil characteristics and those TOPMODEL-specific variables that are derived from soils data. Tags: Cumberland River, Green River, Kentucky, Kentucky River, United States of America, All tags... geospatial datasets, land use and land cover, soils, streamflow modeling, water budget, Fewer tags Low-altitude visible, multispectral, and thermal-infrared imagery from edge-of-field monitoring sites for Great Lakes Restoration Initiative - Wisconsin Surface Water 3 These orthophotos and digital surface model (DSM) were derived from low-altitude (approximately 92-m above ground surface) images collected from Unmanned Aerial System (UAS) flights over edge-of-field sites that are part of U.S. Geological Survey (USGS) Great Lakes Restoration Initiative (GLRI) monitoring. The objective of this UAS photogrammetry data collection was to provide information on the tile-drain network in individual fields with the goal of understanding already observed patterns in runoff amount and water quality from these sites. A 3DR Solo quadcopter served as the flight vehicle, flights were pre-planned using Mission Planner, and flights were flown using Tower. Geospatial data were originally in WGS84... Categories: Data; Tags: Brown County, Great Lakes, USGS Science Data Catalog (SDC), Water Resources, Wisconsin, All tags... agriculture, multispectral imaging, orthophotographs, thermal imaging, unmanned aircraft systems, visible light imaging, Fewer tags Low-altitude visible, multispectral, and thermal-infrared imagery from edge-of-field monitoring sites for Great Lakes Restoration Initiative - Michigan Flume 2 These orthophotos and digital surface model (DSM) were derived from low-altitude (approximately 92-m above ground surface) images collected from Unmanned Aerial System (UAS) flights over edge-of-field sites that are part of U.S. Geological Survey (USGS) Great Lakes Restoration Initiative (GLRI) monitoring. The objective of this UAS photogrammetry data collection was to provide information on the tile-drain network in individual fields with the goal of understanding already observed patterns in runoff amount and water quality from these sites. A 3DR Solo quadcopter served as the flight vehicle, flights were pre-planned using Mission Planner, and flights were flown using Tower. Geospatial data were originally in WGS84... Categories: Data; Tags: Genesee County, Great Lakes, Michigan, USGS Science Data Catalog (SDC), Water Resources, All tags... agriculture, multispectral imaging, orthophotographs, thermal imaging, unmanned aircraft systems, visible light imaging, Fewer tags Machine learning with satellite imagery to document the historical transition from topographic to dense sub-surface agricultural drainage networks (tile drains) Image library of (1) tile-drained landscapes and (2) tile-drain types that will be used for a machine-learning model workflow that identifies (1) tile-drained landscapes and (2) differentiates two types of tile-drained areas visible in satellite imagery. These images were sourced from WorldView and Quickbird satellite imagery (copyright DigitalGlobe) and cropped to features of interest. Imagery has a ground resolution of 0.34 - 0.65 m. Categories: Data; Tags: Great Lakes, USGS Science Data Catalog (SDC), Western Lake Erie, agriculture Low-altitude visible, multispectral, and thermal-infrared imagery from edge-of-field monitoring sites for Great Lakes Restoration Initiative These orthophotos and digital surface models (DSMs) were derived from low-altitude (approximately 92-m above ground surface) images collected from unmanned aerial system (UAS) flights over edge-of-field sites that are part of U.S. Geological Survey (USGS) Great Lakes Restoration Initiative (GLRI) monitoring. The objective of this UAS photogrammetry data collection was to provide information on the tile-drain network in individual fields with the goal of understanding already observed patterns in runoff amount and water quality from these sites. A 3DR Solo quadcopter served as the flight vehicle, flights were pre-planned using Mission Planner, and flights were flown using Tower. Geospatial data were originally in... Types: Map Service, OGC WFS Layer, OGC WMS Layer, OGC WMS Service; Tags: 1039919, 1560905, 1564367, 1572198, 431130, All tags... 629674, Allen County, Apple Creek, Black Creek, Brown County, Door County, Eagle Creek, East River, Genesee County, Great Lakes, Hancock County, Indiana, Kimball Drain, Michigan, Ohio, Renard Creek, Water Resources, Wisconsin, agriculture, Fewer tags Low-altitude visible, multispectral, and thermal-infrared imagery from edge-of-field monitoring sites for Great Lakes Restoration Initiative - Wisconsin Surface Water 4 and 5 These orthophotos and digital surface model (DSM) were derived from low-altitude (approximately 92-m above ground surface) images collected from Unmanned Aerial System (UAS) flights over edge-of-field sites that are part of U.S. Geological Survey (USGS) Great Lakes Restoration Initiative (GLRI) monitoring. The objective of this UAS photogrammetry data collection was to provide information on the tile-drain network in individual fields with the goal of understanding already observed patterns in runoff amount and water quality from these sites. A 3DR Solo quadcopter served as the flight vehicle, flights were pre-planned using Mission Planner, and flights were flown using Tower. Geospatial data were originally in WGS84... Categories: Data; Tags: Great Lakes, USGS Science Data Catalog (SDC), Water Resources, Wisconsin, agriculture, All tags... multispectral imaging, orthophotographs, thermal imaging, unmanned aircraft systems, visible light imaging, Fewer tags