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An unmanned aerial system (UAS) was used to acquire red/green/blue (RGB) and hyperspectral image data from the American River in California November 5-7, 2018, to support research on remote sensing of rivers, specifically mapping chinook salmon spawning locations (redds) as part of an overall salmon habitat assessment program. The RGB images were acquired uisng a DJI MAtrice 210 equipped with a Zenmuse 4S optical camera. Imagery was collected along several parallel flight lines to ensure full coverage of the study reach. Raw Zenmuse images were georeferenced using real-time kinematic (RTK) global positioning system (GPS) and inertial motion unit (IMU) data recorded onboard the UAS and individual flight strips were...
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This data release contains time-lapse imagery taken at U.S. Geological Survey (USGS) stream gaging stations with associated hydrologic and meteorological data related to each image. These data are to help improve the development of models in detecting water elevation at a given stream gaging station. Images of the water surface and surroundings at USGS stream gaging stations were taken at varying time intervals ranging between every five minutes to an hour. Cameras used include trail cameras, web cameras, and the custom river imagery sensing (RISE) camera. Time-lapse images for each USGS stream gaging station are provided in compressed files (file extension .7z). These files are named in a format to identify the...
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These are the images associated with the project, including: (1) OriginalImages: original 863 images provided to West Inc from USFWS and others for model training; (2) YoloSliced: 1897 programmatically cropped original images used for training a YOLO Model (300 x 300 pixels); (3) OriginalImages_Box: 785 annotated images; (4) YoloSliced_Box: 1897 annotated sliced images.
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Album caption: Aerial view of Upheaval Dome. San Juan County, Utah. ca. 1959. (Photo by H.R. Joesting).
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Album caption: Recorder Installation, Memphis, Tennessee.(Seealso Nos. 140 and 141) Handwritten notes on album caption: Shelby County.
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This data release includes field measurements of flow depth and optical image sequences acquired from the Salcha River in Alaska on July 25, 2019. These data were used to develop and test a spectrally based remote sensing technique for estimating water depth from passive optical image data. The purpose of this study was to assess the feasibility of inferring water depths from optical image sequences acquired from a helicopter hovering above the river by averaging the images over time and then establishing a correlation between a spectral band ratio and field measurements of depth, and to develop a modular workflow for performing this type of analysis. Remote sensing of river bathymetry (depth) could provide a...
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Album caption: Mount Desert Island, Maine, Somes sound, looking N. from boat, Brown's Mountain on the right. 880 ft; Robinson Mountain on the left, 640 to 680 feet, water 120 feet, at Narrows Outlet 40 feet. D. 8, ex. 1/100 sec., sun, noon, Sept. 16, 1907. Handwritten note on album caption: Mount desert quads, Hancock County.
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Album caption: Rocky Moutain National Park, Colorado. Rough country on the trail to Thunder Lake- view up the valleyof the St. Vrain toward Mount Copeland. (With single lens.) W.T. Lee, July 28, 1916.
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Album caption and index card: Mono Craters, Mono Valley. Mono County, California. n.d. (Panorama). Index card: CALIFORNIA - MONO COUNTY. Russell, I.C. 58, 60 (Panorama).
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This data release includes field measurements of flow velocity and optical image sequences used to derive remotely sensed estimates of surface flow velocities via particle image velocimetry (PIV) from two rivers in Alaska. These data were acquired from the Salcha River on August 31, 2018, and the Tanana River on July 24, 2019. The purpose of this study was to assess the feasibility of inferring flow velocities from optical image sequences acquired from a helicopter hovering above each river by tracking water surface features via various PIV algorithms and to develop a modular workflow for performing this type of analysis. Remote sensing of flow velocity could provide a more efficient, cost-effective alternative...
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Album caption: MSH-Branch of Exhibits no. 22cp: Mount St. Helens. Near view of truck and horse trailer plastered with volcanic ash near Ryan Lake. Skamania County, Washington. May 27, 1980. (Photo by D. Dzurisin) (Same as MSH-BE-BOLC-0036ct (msh_boe_volc0036_ct)). Slide description and index card: Desolate vehicles in the blast zone created by the May 18 eruption of Mount St. Helens. B, An ash-covered truck and horse trailer near Ryan Lake, more than 12 miles northeast of Mount St. Helens. The vehicles were parked at the edge of the area in which trees were blown down by the lateral blast. Two men, one of the owner of these vehicles, were camped at the lake nearby and were asphyxiated by the hot volcanic ash, which...
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This data release consists of a set of high frame rate videos used to derive remotely sensed estimates of water depth by averaging the individual video frames and establishing correlations between spectral band ratios and field measurements of depth. These data were acquired from the Salcha River near Fairbanks, Alaska, on July 25, 2019, along with field measurements of flow depth used to calibrate image-derived depth estimates and assess their accuracy. The images were obtained using a Zenmuse X5 video camera deployed within a Meeker mount attached to the nose of a Robinson R44 helicopter. The original video was recorded at 30 frames per second while the helicopter hovered in a fixed location approximately...
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Album caption: Rocky Moutain National Park, Colorado. Rough country on the trail to Thunder Lake- view up the valleyof the St. Vraintoward Mount Copeland. W.T. Lee, July 28, 1916.
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Album caption: Terminal moraine of red glacial drift overlapping a lake border moraine of bluish gray drift: 3 miles northeast of Random Lake, Sheboygan County, Wisconsin. August 22, 1908. Handwritten note on album caption: No. 370. Plate 35-A in U.S. Geological Survey. Professional paper 106. 1918.
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Album caption: Photomicrograph of a common type of granite porphyry just east of Browns Rock. Phenocrysts are quartz (Q), orthoclase (or), and plagioclase (pl); the groundmass, which consists of these minerals plus a small amount of biotite, is fine to medium grained. Narrow rims of granophyric intergrowth of quartz and orthoclase are common around the quartz phenocrysts. Clearwater county, Idaho. circa 1957. Published as figure 15A in U.S. Geological Survey. Professional paper 344-D. 1963.
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Surveys of the bathymetry and backscatter intensity of the sea floor south of Long Island, New York, were carried out in November 1998 using a Simrad EM1000 multibeam echosounder mounted on the Canadian Coast Guard ship Frederick G. Creed. The purpose of the multibeam echosounder surveys was to explore the bathymetry and backscatter intensity of the sea floor in several areas off the southern coast of Long Island along the 20-meter isobath. Survey areas offshore of Fire Island Inlet, Moriches Inlet, Shinnecock Inlet, and southwest of Montauk Point were about 1 kilometer (km) wide and 10 km long. The area was mapped by the U.S. Geological Survey with support from the Canadian Hydrographic Service and the University...
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This data release consists of a set of tiled orthophotos of the Salcha River in Alaska acquired on July 25, 2019. The orthophotos were produced from images obtained using a Hasselblad A6D-100C 100 megapixel digital mapping camera deployed within a pod mounted on the landing gear of a Robinson R44 helicopter. Images were acquired as the helicopter transited a series of flight lines designed to provide complete coverage, with ample overlap, of the study area along the Salcha River. Also within the pod was an ATLANS GPS/Inertial Motion Unit (IMU) that recorded the position and orientation of the platform during the flight. This information was used to geo-reference the images by performing aerial triangulation and...


map background search result map search result map Terminal moraine of red glacial drift overlapping a lake border moraine of bluish gray drift:  Wisconsin, 1908. GeoTIFF image of shaded-relief bathymetry, colored by backscatter intensity, of the sea floor southwest of Montauk Point, New York, in 1998 (3-m resolution, Mercator, WGS 84) Aerial view of Upheaval Dome. San Juan County, Utah. 1959. Maine Geological Survey Field Photos Collection Hyperspectral and RGB image data used to map salmon spawning locations on the American River, California, November 5-7, 2018 Near view of truck and horse trailer plastered with volcanic ash near Ryan Lake. Mount St. Helens, Skamania County, Washington. 1980. Field measurements of flow velocity and optical image sequences acquired from the Salcha and Tanana Rivers in Alaska in 2018 and 2019 and used for particle image velocimetry (PIV) Field measurements of flow depth and optical image sequences acquired from the Salcha River, Alaska, on July 25, 2019 Video from the Salcha River, Alaska, July 25, 2019, for estimating water depth Geo-referenced orthophotos of the Salcha River, Alaska, acquired July 25, 2019 Photomicrograph of a common type of granite porphyry just east of Browns Rock.  Clearwater County, Idaho. circa 1957. Maine Geological Survey Field Photos - Dr. Joseph T. Kelley Collection Mount Desert Island. Maine, 1907 Imagery training dataset for the River Imagery Sensing (RISE) application Recorder installation. Memphis. Tennessee. Longs Peak Inn.  Rocky Moutain National Park, Colorado. 1916. Rough country on the trail to Thunder Lake. Rocky Moutain National Park, Colorado. 1916. Rough country on the trail to Thunder Lake. Rocky Moutain National Park, Colorado. 1916. Mono Craters, Mono Valley. Panorama. Mono County, California. No date. Automated Sea Duck Counts from Aerial Imagery: Imagery Files Hyperspectral and RGB image data used to map salmon spawning locations on the American River, California, November 5-7, 2018 Geo-referenced orthophotos of the Salcha River, Alaska, acquired July 25, 2019 Field measurements of flow depth and optical image sequences acquired from the Salcha River, Alaska, on July 25, 2019 Video from the Salcha River, Alaska, July 25, 2019, for estimating water depth GeoTIFF image of shaded-relief bathymetry, colored by backscatter intensity, of the sea floor southwest of Montauk Point, New York, in 1998 (3-m resolution, Mercator, WGS 84) Terminal moraine of red glacial drift overlapping a lake border moraine of bluish gray drift:  Wisconsin, 1908. Mount Desert Island. Maine, 1907 Recorder installation. Memphis. Tennessee. Field measurements of flow velocity and optical image sequences acquired from the Salcha and Tanana Rivers in Alaska in 2018 and 2019 and used for particle image velocimetry (PIV) Near view of truck and horse trailer plastered with volcanic ash near Ryan Lake. Mount St. Helens, Skamania County, Washington. 1980. Photomicrograph of a common type of granite porphyry just east of Browns Rock.  Clearwater County, Idaho. circa 1957. Mono Craters, Mono Valley. Panorama. Mono County, California. No date. Aerial view of Upheaval Dome. San Juan County, Utah. 1959. Maine Geological Survey Field Photos Collection Maine Geological Survey Field Photos - Dr. Joseph T. Kelley Collection Longs Peak Inn.  Rocky Moutain National Park, Colorado. 1916. Rough country on the trail to Thunder Lake. Rocky Moutain National Park, Colorado. 1916. Rough country on the trail to Thunder Lake. Rocky Moutain National Park, Colorado. 1916. Imagery training dataset for the River Imagery Sensing (RISE) application Automated Sea Duck Counts from Aerial Imagery: Imagery Files