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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 Black Creek Rapid Geomorphic Assessment, Allen County, Indiana The Maumee River network contributes a significant amount of total phosphorus (P), including both sediment-bound P (sed-P) and dissolved reactive P (DRP, also known as orthophosphate). Most headwater streams of the Maumee River are predominantly agricultural in land use, interspersed with rural communities. Implementation of best management practices on agricultural operations has worked to limit the amount of material that is carried to the stream from cropland. However, several studies have shown streambank erosion to be another source of suspended sediment in these streams. The objective of this work was to map streambank erosion and soft, streambed sediment abundance along stream reaches in a basin that is currently... Categories: Data; Types: Map Service, OGC WFS Layer, OGC WMS Layer, OGC WMS Service; Tags: Allen, Geomorphology, Indiana, USGS Science Data Catalog (SDC), Upper Maumee, All tags... Water Quality, Western Lake Erie, sediment transport, Fewer tags Sources of fine-grained sediment in the Linganore Creek Watershed, Frederick and Carroll Counties, Maryland, 2008-2010 This dataset provides physical and chemical data for a sediment-fingerprinting study conducted in the upper parts of the Linganore Creek watershed in an effort to quantify and determine the sources of fine-grained sediments eroded from and deposited on streambanks, flood plains, channel beds, and agricultural and forested uplands. Data were collected from August 1, 2008 through December 31, 2010. Chemical data include median particle size, total organic carbon (C) and total nitrogen (N), and concentrations for 19 elements. Physical data includes upstream drainage area from sampling location as well as land-use type. Categories: Data; Tags: Carroll county, Frederick county, Linganore Creek, Maryland, Monocacy River, All tags... USGS Science Data Catalog (SDC), Water Resources, agriculture, environment, field monitoring station, inlandWaters, land use and land cover, sediment transport, surface water quality, suspended material, Fewer tags Low-altitude multispectral and thermal-infrared imagery from agricultural fields, Black Creek basin, Allen County, IN - spring 2017 These point clouds were derived from low-altitude (approximately 92-m above ground surface) images collected from unmannned aerial system (UAS) flights over an edge-of-field, paired sampling site that is 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 each of the two 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, controlled in pre-planned missions using Mission Planner. UAS and the multispectral camera (MicaSense RedEdge) both recorded geospatial... Categories: Data; Types: Map Service, OGC WFS Layer, OGC WMS Layer, OGC WMS Service; Tags: Remote Sensing, Soil Sciences, USGS Science Data Catalog (SDC), Water Resources Streamflow Magnitude, Water Temperature, and Water Chemistry in Robinson Forest, Breathitt County, Kentucky (1971-2018) Robinson Forest, in eastern Kentucky, is a research forest owned and operated by the University of Kentucky (UK) since the 1920s. The UK Department of Forestry and Natural Resources began collecting streamflow and water-chemistry data in the forest starting with weirs at Falling Rock and Little Millseat in 1971, and supplemented by weirs at Coles Fork and Clemons Fork in 1973. This digital dataset includes information about how and where these data were collected, and how these data were processed. These data include streamflow, water temperature, and water chemistry (turbidity, chloride, nitrates, sulfates, ammonium, pH, alkalinity, calcium, magnesium, potassium, sodium, conductivity, total organic carbon, and... Categories: Data; Tags: Appalachia, Breathitt County, Cumberland, Kentucky, Knott County, All tags... North Fork Kentucky, Perry County, Robinson Forest, streamflow, water chemistry, 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 Fallout-radionuclide activity in samples collected from fine-grained, streambed sediment in the Black Creek, Indiana stream-channel network, 2019 These data provide beryllium-7 (7Be) and excess lead-210 (210Pbxs) activity for fine-grained, mobile, streambed sediment in the Black Creek, Indiana (IN) stream-channel network. This basin is monitored in cooperation with the Great Lakes Restoration Initiative (GLRI). During the period July 22-25, 2019 (summer low flow), the thickness and spatial extent of soft, mobile, fine-grained (mainly silt and clay) streambed sediment was inventoried and sampled along 150-meter (m) transects. A combination of stream corridor land-use distribution, valley type, channel slope, stream order (Strahler, 1957), and ecoregion (Omernik and Griffith, 2014) was used to select 30 rapid geomorphic assessment reaches using methods of Fitzpatrick... Categories: Data; Tags: Allen County, Geochemistry, Geomorphology, Hydrology, Indiana, All tags... USGS Science Data Catalog (SDC), United States, Upper Maumee, Water Resources, Western Lake Erie, agriculture, field monitoring stations, geoscientificinformation, land use and land cover, sediment transport, streambed material, surface water quality, Fewer tags Air temperature in Robinson Forest, Breathitt County, Kentucky (1971-2018) Robinson Forest, in eastern Kentucky, is a research forest owned and operated by the University of Kentucky (UK) since the 1920s. The UK Department of Forestry and Natural Resources began collecting air temperature data at the Robinson Forest Camp in 1971. This digital dataset includes information about the weather station where these data were collected, and how these data were processed. These data include air temperature records from 1971-2018. Categories: Data; Tags: Appalachia, Breathitt County, Cumberland, Kentucky, Knott County, All tags... North Fork Kentucky, Perry County, Robinson Forest, air temperature, climatology, Fewer tags Precipitation and Precipitation Chemistry in Robinson Forest, Breathitt County, Kentucky (1971-2018) Robinson Forest, in eastern Kentucky, is a research forest owned and operated by the University of Kentucky (UK) since the 1920s. The UK Department of Forestry and Natural Resources began collecting precipitation and precipitation chemistry data in the forest starting with one weather station at the Robinson Forest Camp in 1971, and followed by several additional stations in the mid-1990s. This digital dataset includes information about the weather stations where these data were collected, and how these data were processed. These data include precipitation and precipitation chemistry (chloride, nitrates, sulfates, ammonium, pH, alkalinity, calcium, magnesium, potassium, sodium, conductivity, total organic carbon,... Categories: Data; Tags: Appalachia, Breathitt County, Cumberland, Kentucky, Knott County, All tags... North Fork Kentucky, Perry County, Robinson Forest, nutrient content, precipitation measurement, Fewer tags Hydrologic simulations for Robinson Forest and Reclaimed Mineland Soils Robinson Forest, in eastern Kentucky, is a research forest owned and operated by the University of Kentucky (UK) since the 1920s. The Forest is situated in a portion of eastern Kentucky that has undergone extensive resource extraction, including silvaculture and both underground and surface mining of coal. This site has been used to evaluate hydrologic process, stream permanence, and the potential effect of different methods of mineland reclamation on hydrology. Hydrology was simulated using the Water Availability Tool for Environmental Resources. Categories: Data; Types: Map Service, OGC WFS Layer, OGC WMS Layer, OGC WMS Service; Tags: Appalachia, Breathitt County, Cumberland, Kentucky, Knott County, All tags... North Fork Kentucky, Perry County, Robinson Forest, USGS Science Data Catalog (SDC), streamflow, 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 Extractable elements data for sediment-source fingerprinting in Black Creek, Indiana, tributary to the Maumee River and western Lake Erie This data release includes chemical data for samples from upland-source and streambank sampling sites in the Black Creek basin, Indiana. Data include concentrations for 20 elements, extracted by Mehlich-3 extraction. Source samples were collected in August and September 2017 and analyzed in 2019. Categories: Data; Tags: Allen, Indiana, USGS Science Data Catalog (SDC), Upper Maumee, Water Resources, All tags... Western Lake Erie, agriculture, biota, extractable elements, field monitoring stations, land use and land cover, sediment transport, Fewer tags Continuous meteorological and soil data to support understanding of nutrient and sediment loads from overland and subsurface-tile flow at paired edge-of-field agricultural sites, 2015–21, Black Creek watershed, near Harlan, Indiana, USA This data release includes meteorological and soil information collected from calendar years 2015 to 2021 (water years 2016 to 2021) that include air temperature, soil temperature, soil moisture and solar radiation monitored at a site in the Black Creek subwatershed near Harlan, Allen County, Indiana (USGS 411228084541703 MET STATION WEST OF BULL RAPIDS RD NR HARLAN, IN). Meteorological and soil monitoring was done in coordination with monitoring of flow, suspended sediment, and nutrients in overland flow and subsurface-tile flow to support understanding of factors affecting nutrient and sediment loads at paired U.S. Geological Survey (USGS) edge-of-field (EOF) agricultural sites. Black Creek is a tributary of the... Categories: Data; Tags: Allen County, Anthropocene, Black Creek, Harlan, Holocene, All tags... Hydrology, Maumee River, Soil Sciences, Solar radiation, State of Indiana, USGS Science Data Catalog (SDC), United States of America, Western Lake Erie Basin, air temperature, environment, farming, geoscientificInformation, soil moisture, soil temperature, solar radiation, 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 Chemical and physical data for sediment source fingerprinting of suspended and bottom sediment in Little River, Kentucky. This data release includes physical and chemical data for samples from upland source and streambank sampling sites in the Little River basin, Kentucky. Data were collected from March to November of 2014. These data include total nitrogen and carbon concentrations, organic carbon concentrations, concentrations for 37 metals, and particle-size analysis. Source samples were grouped into one of four land use categories: Crop, pasture, riparian, or streambank. These data are used for sediment fingerprinting in order to quantify the proportional contribution of sources to suspended sediment in the basin. Categories: Data; Tags: Kentucky, Little River, USGS Science Data Catalog (SDC), Water Resources, agriculture, All tags... environment, field monitoring stations, inlandWaters, land use and land cover, sediment transport, surface water quality, suspended sediment, 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 Chemical and physical data for sediment source fingerprinting of suspended and bottom sediment in Black Creek, Indiana, tributary to the Maumee River and western Lake Erie - Fluvial-target samples This data release includes physical and chemical data for samples from fluvial targets (streambed and suspended sediment) from three sampling sites in the Black Creek basin, Indiana. Data include total nitrogen and carbon concentrations, carbon species, total concentrations for 42 metals, and particle-size analysis. Fluvial-target samples include both soft, streambed sediment and streamflow-integrated, monthly, suspended-sediment samples for water year 2018. These data are used for source attribution in order to quantify the proportional contribution of individual sources to suspended sediment in the basin [Williamson et al. in revision]. Categories: Data; Tags: Allen, Indiana, USGS Science Data Catalog (SDC), Upper Maumee, Western Lake Erie, All tags... agriculture, field monitoring stations, land use and land cover, sediment transport, surface water quality, suspended material, Fewer tags Chemical and physical data for sediment source fingerprinting of suspended and bottom sediment in the West Fork of Beaver Creek, Minnesota This data release includes physical and chemical data for samples from suspended and bottom sediments of streams in Minnesota. Data were collected in September 2011 and April 2012. These data include total nitrogen and carbon, organic carbon, concentrations for 39 metals, and particle-size analysis. Source samples were grouped into one of three land-use categories: channel (Mid-bank,Low-bank), cropland (corn, sugar beets, soybeans, bare field), or road. These data were used for source attribution in order to quantify the proportional contribution of individual sources to suspend sediment in the basin. Categories: Data; Tags: Minnesota, Renville, USGS Science Data Catalog (SDC), Water Resources, agriculture, All tags... environment, field monitoring stations, inlandWaters, land use and land cover, sediment transport, surface water quality, suspended material, Fewer tags Chemical and physical data for sediment source fingerprinting of suspended and bottom sediment in Black Creek, Indiana, tributary to the Maumee River and western Lake Erie - Source samples This data release includes physical and chemical data for samples from upland-source and streambank sampling sites in the Black Creek basin, Indiana. Data include total nitrogen and carbon concentrations, carbon species, total concentrations for 42 metals, and particle-size analysis. Source samples were identified as one of five land-use types: active cropland (corn, soybean, hay, and wheat), active horse pasture, roads, preserved forest, and streambanks of agricultural and non-agricultural channels. Source data were collected in August and September 2017. These data are used for source attribution in order to quantify the proportional contribution of individual sources to suspended sediment in the basin [Williamson... Categories: Data; Tags: Allen, Indiana, USGS Science Data Catalog (SDC), Upper Maumee, Western Lake Erie, All tags... agriculture, field monitoring stations, land use and land cover, sediment transport, surface water quality, suspended material, 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