AndreaBozzo/ceres-open-data-index huggingface dataset:
Lake Bluffs digital elevation model (DEM) from low-altitude aerial imagery from unmanned aerial systems (UAS) flights over of the Lake Ontario shoreline in the vicinity of Sodus Bay, New York in July 2017 (32-bit floating point GeoTIFF image)

Low-altitude (80-100 meters above ground level) digital images were obtained from a camera mounted on a 3DR Solo quadcopter, a small unmanned aerial system (UAS), along the Lake Ontario shoreline in New York during July 2017. These data were collected to document and monitor effects of high lake levels, including shoreline erosion, inundation, and property damage in the vicinity of Sodus Bay, New York. This data release includes images tagged with locations determined from the UAS GPS; tables with updated estimates of camera positions and attitudes based on the photogrammetric reconstruction; tables listing locations of the base stations, ground control points, and transect points; geolocated, RGB-colored point clouds; orthomosaic images; and digital elevation models for each of the survey regions. Collection of these data was supported by the Federal Emergency Management Agency, the State of New York Departments of State and Environmental Conservation, and the USGS Coastal and Marine Geology Program and was conducted under USGS field activity number 2017-042-FA.

Tags: 3dr-solo-quadcopter, aerial-imagery, cmgp, coastal-and-marine-geology-program, dem, digital-elevation-model, digital-elevation-models, elevation, federal-emergency-management-agency, field-activity-number-2017-042-fa, geoscientificinformation, geotiff, great-lakes, inlandwaters, lake-bluffs, lake-level, lake-ontario, lakeshore, location, low-altitude-aerial-imagery, new-york, photographs, photos, raster, remote-sensing, ricoh-grii, shoreline, shoreline-photographs, sodus-bay, sodus-ny, sodus-point, state-of-new-york-department-of-environmental-conservation, state-of-new-york-department-of-state, topography, u-s-geological-survey, uas, unmanned-aerial-system, usa, usgs, usgs-5b1ee6d6e4b092d965254a78, whcmsc, woods-hole-coastal-and-marine-science-center
Organization: Department of the Interior
East Marsh Island Marsh Creation (TV-21): CRMS-like 01 and CRMS-like 02

The Louisiana State Legislature created Coastal Wetlands Planning, Protection and Restoration Act (CWPPRA) in order to conserve, restore, create and enhance Louisiana's coastal wetlands. The wetland restoration plans developed pursuant to these acts specifically require an evaluation of the effectiveness of each coastal wetlands restoration project in achieving long-term solutions to arresting coastal wetlands loss. This data set includes mosaicked aerial photographs for the East Marsh Island Marsh Creation (TV-21): CRMS-like 01 and CRMS-like 02 project for 2016. This data is used as a basemap land-water classification. It also serves as a visual tool for project managers to help them identify any obvious problems or land loss within their project boundary. To better evaluate the effectiveness of restoration efforts, a land-water classification is performed on specific CWPPRA sites to help assess landscape changes.

Tags: aerial-photography, cwppra, digital-elevation-models, doqq, ecosystem-monitoring, geographic-information-systems, gulf-of-mexico, image-collections, image-mosaics, louisiana, louisiana-coastal, natural-resource-management, rectification, remote-sensing, tv-21, usgs-5b2925f7e4b0592076279ccd, wetland-ecosystems, wetland-restoration
Organization: Department of the Interior
Geospatial datasets and model for the flood-inundation study of the North Fork Kentucky River at Hazard, Kentucky

Digital flood-inundation maps were created for a 7.1-mile reach of the North Fork Kentucky River at Hazard, Kentucky. The flood-inundation maps, which can be accessed through the U.S. Geological Survey (USGS) Flood Inundation Mapping Science website at https://water.usgs.gov/osw/flood_inundation/, depict estimates of the areal extent and depth of flooding corresponding to selected water levels (stages) at the USGS streamgage on the North Fork Kentucky River at Hazard, Kentucky (USGS station number 03277500). Near-real-time stages at this streamgage may be obtained on the Internet from the USGS National Water Information System at https://waterdata.usgs.gov/ or the National Weather Service (NWS) Advanced Hydrologic Prediction Service (AHPS) at https://water.weather.gov/ahps/, which also forecasts flood hydrographs at this site (NWS AHPS site HAZK2). The NWS AHPS forecast peak stage information may be used with the maps developed in this study to show predicted areas of flood inundation. Flood profiles were computed for the North Fork Kentucky River reach by means of a one-dimensional, step-backwater model developed by the U.S. Army Corps of Engineers. The hydraulic model was calibrated by using the current stage-discharge relation (USGS rating no. 24.0) at USGS streamgage 03277500, North Fork Kentucky River at Hazard, Kentucky. The calibrated hydraulic model was then used to compute 26 water-surface profiles for flood stages at 1-foot (ft) intervals referenced to the streamgage datum and ranging from approximately bankfull (14 ft) to the highest even-foot increment stage (39 ft) of the current stage-discharge rating curve. The simulated water-surface profiles were then combined with a geographic information system digital elevation model, derived from light detection and ranging data, to delineate the area flooded at each water level. The availability of these maps, along with information on the Internet regarding current stage from the USGS streamgage at North Fork Kentucky River at Hazard, Kentucky, and forecasted stream stages from the NWS AHPS, provides emergency management personnel and residents with information that is critical for flood-response activities such as evacuations and road closures, as well as for postflood recovery efforts.

Tags: flood, flood-inundation-maps, flooded-area, geospatial-analysis, hazard, kentucky, north-fork-kentucky-river, perry-county, river, stream, united-states-of-america, usgs-5b1ee3cce4b092d965254a69
Organization: Department of the Interior
Lake Bluffs orthomosaic from low-altitude aerial imagery from unmanned aerial systems (UAS) flights over of the Lake Ontario shoreline in the vicinity of Sodus Bay, New York in July 2017 (GeoTIFF image)

Low-altitude (80-100 meters above ground level) digital images were obtained from a camera mounted on a 3DR Solo quadcopter, a small unmanned aerial system (UAS), along the Lake Ontario shoreline in New York during July 2017. These data were collected to document and monitor effects of high lake levels, including shoreline erosion, inundation, and property damage in the vicinity of Sodus Bay, New York. This data release includes images tagged with locations determined from the UAS GPS; tables with updated estimates of camera positions and attitudes based on the photogrammetric reconstruction; tables listing locations of the base stations, ground control points, and transect points; geolocated, RGB-colored point clouds; orthomosaic images; and digital elevation models for each of the survey regions. Collection of these data was supported by the Federal Emergency Management Agency, the State of New York Departments of State and Environmental Conservation, and the USGS Coastal and Marine Geology Program and was conducted under USGS field activity number 2017-042-FA.
      

Tags: 3dr-solo-quadcopter, aerial-imagery, aerial-photography, charles-point, cmgp, coastal-and-marine-geology-program, crescent-bar, federal-emergency-management-agency, field-activity-number-2017-042-fa, geoscientificinformation, geotiff, great-lakes, greig-street, image-mosaics, imagerybasemapsearthcover, inlandwaters, lake-bluff, lake-level, lake-ontario, lakeshore, location, low-altitude-aerial-imagery, new-york, orthomosaic, orthophoto, photo-mosaic, photographs, photos, raster, remote-sensing, ricoh-grii, shoreline, shoreline-photographs, sodus-bay, sodus-ny, sodus-point, state-of-new-york-department-of-environmental-conservation, state-of-new-york-department-of-state, u-s-geological-survey, uas, unmanned-aerial-system, usa, usgs, usgs-5b1ee3a3e4b092d965254a66, whcmsc, woods-hole-coastal-and-marine-science-center
Organization: Department of the Interior
Ground control point and transect locations associated with images collected during unmanned aerial systems (UAS) flights over The Lake Ontario shoreline in the vicinity of Sodus Bay, New York in July 2017

Low-altitude (80-100 meters above ground level) digital images were obtained from a camera mounted on a 3DR Solo quadcopter, a small unmanned aerial system (UAS), along the Lake Ontario shoreline in New York during July 2017. These data were collected to document and monitor effects of high lake levels, including shoreline erosion, inundation, and property damage in the vicinity of Sodus Bay, New York. This data release includes images tagged with locations determined from the UAS GPS; tables with updated estimates of camera positions and attitudes based on the photogrammetric reconstruction; tables listing locations of the base stations, ground control points, and transect points; geolocated, RGB-colored point clouds; orthomosaic images; and digital elevation models for each of the survey regions. Collection of these data was supported by the Federal Emergency Management Agency, the State of New York Departments of State and Environmental Conservation, and the USGS Coastal and Marine Geology Program and was conducted under USGS field activity number 2017-042-FA.
      

Tags: carlson-survce, charles-point, cmgp, coastal-and-marine-geology-program, crescent-bar, elevation, federal-emergency-management-agency, field-activity-number-2017-042-fa, global-positioning-system, gps, great-lakes, greig-street, ground-control-points, inlandwaters, lake-bluff, lake-ontario, lakeshore, location, low-altitude-aerial-imagery, navigation, navigational-data, new-york, sodus-bay, sodus-ny, sodus-point, spectra-precision-sp80, state-of-new-york-department-of-environmental-conservation, state-of-new-york-department-of-state, transect-points, u-s-geological-survey, usa, usgs, usgs-5b1ee15fe4b092d965254a5c, whcmsc, woods-hole-coastal-and-marine-science-center
Organization: Department of the Interior
Geotagged low-altitude aerial imagery from unmanned aerial systems (UAS) flights over of the Lake Ontario shoreline in the vicinity of Sodus Bay, New York, in July 2017

Low-altitude (80-100 meters above ground level) digital images were obtained from a camera mounted on a 3DR Solo quadcopter, a small unmanned aerial system (UAS), along the Lake Ontario shoreline in New York during July 2017. These data were collected to document and monitor effects of high lake levels, including shoreline erosion, inundation, and property damage in the vicinity of Sodus Bay, New York. This data release includes images tagged with locations determined from the UAS GPS; tables with updated estimates of camera positions and attitudes based on the photogrammetric reconstruction; tables listing locations of the base stations, ground control points, and transect points; geolocated, RGB-colored point clouds; orthomosaic images; and digital elevation models for each of the survey regions. Collection of these data was supported by the Federal Emergency Management Agency, the State of New York Departments of State and Environmental Conservation, and the USGS Coastal and Marine Geology Program and was conducted under USGS field activity number 2017-042-FA.
      

Tags: 3dr-solo-quadcopter, aerial-imagery, aerial-photography, charles-point, cmgp, coastal-and-marine-geology-program, crescent-bar, federal-emergency-management-agency, field-activity-number-2017-042-fa, geoscientificinformation, geotagged-photos, great-lakes, greig-street, image-collections, imagerybasemapsearthcover, jpeg, lake-bluff, lake-level, lake-ontario, lakeshore, location, low-altitude-aerial-imagery, new-york, photographs, photos, remote-sensing, ricoh-grii, shoreline, shoreline-photographs, sodus-bay, sodus-ny, sodus-point, state-of-new-york-department-of-environmental-conservation, state-of-new-york-department-of-state, u-s-geological-survey, uas, unmanned-aerial-system, usa, usgs, usgs-5b1ee15ce4b092d965254a57, whcmsc, woods-hole-coastal-and-marine-science-center
Organization: Department of the Interior
Eutrophication water-quality models and supporting water-quality and phosphorus load data used to simulate changes in the water quality of the Winnebago Pool Lakes, Wisconsin, in response to change in phosphorus loading

Three eutrophication models (mass balance, BATHUB, and Jensen models) were developed and calibrated for the Winnebago Pools, Wisconsin.  These models were used to quantify the input of phosphorus from the sediments of the lakes, and determine how the water quality (total phosphorus concentration, chlorophyll a concentrations, and Secchi depth) should respond to changes in phosphorus loading from the watershed. Each of the models were developed using flow and phosphorus inputs from internal and external sources. This data release is subdivided into 4 parts: 1) Lake Winnebago water-quality data; 2) Mass balance of water and phosphorus for Lake Winnebago, with estimated internal loading of phosphorus estimates; 3) BATHTUB model inputs and outputs ; and 4) Jensen model inputs and outputs.

Tags: eutrophication-water-quality-phosphorus-nutrients, usgs-5b2925c2e4b0592076279cb4
Organization: Department of the Interior
Greig Street point cloud from low-altitude aerial imagery from unmanned aerial systems (UAS) flights over of the Lake Ontario shoreline in the vicinity of Sodus Bay, New York in July 2017 (LAZ file)

Low-altitude (80-100 meters above ground level) digital images were obtained from a camera mounted on a 3DR Solo quadcopter, a small unmanned aerial system (UAS), along the Lake Ontario shoreline in New York during July 2017. These data were collected to document and monitor effects of high lake levels, including shoreline erosion, inundation, and property damage in the vicinity of Sodus Bay, New York. This data release includes images tagged with locations determined from the UAS GPS; tables with updated estimates of camera positions and attitudes based on the photogrammetric reconstruction; tables listing locations of the base stations, ground control points, and transect points; geolocated, RGB-colored point clouds; orthomosaic images; and digital elevation models for each of the survey regions. Collection of these data was supported by the Federal Emergency Management Agency, the State of New York Departments of State and Environmental Conservation, and the USGS Coastal and Marine Geology Program and was conducted under USGS field activity number 2017-042-FA.
        

Tags: 3dr-solo-quadcopter, aerial-imagery, aerial-photography, cmgp, coastal-and-marine-geology-program, elevation, federal-emergency-management-agency, field-activity-number-2017-042-fa, geoscientificinformation, great-lakes, greig-street, inlandwaters, lake-level, lake-ontario, lakeshore, las, laz, location, low-altitude-aerial-imagery, new-york, photographs, photos, point-clouds, points, remote-sensing, ricoh-grii, shoreline, shoreline-photographs, sodus-bay, sodus-ny, sodus-point, state-of-new-york-department-of-environmental-conservation, state-of-new-york-department-of-state, topography, u-s-geological-survey, uas, unmanned-aerial-system, usa, usgs, usgs-5b1ee15be4b092d965254a53, whcmsc, woods-hole-coastal-and-marine-science-center
Organization: Department of the Interior
Greig Street orthomosaic from low-altitude aerial imagery from unmanned aerial systems (UAS) flights over of the Lake Ontario shoreline in the vicinity of Sodus Bay, New York in July 2017 (GeoTIFF image)

Low-altitude (80-100 meters above ground level) digital images were obtained from a camera mounted on a 3DR Solo quadcopter, a small unmanned aerial system (UAS), along the Lake Ontario shoreline in New York during July 2017. These data were collected to document and monitor effects of high lake levels, including shoreline erosion, inundation, and property damage in the vicinity of Sodus Bay, New York. This data release includes images tagged with locations determined from the UAS GPS; tables with updated estimates of camera positions and attitudes based on the photogrammetric reconstruction; tables listing locations of the base stations, ground control points, and transect points; geolocated, RGB-colored point clouds; orthomosaic images; and digital elevation models for each of the survey regions. Collection of these data was supported by the Federal Emergency Management Agency, the State of New York Departments of State and Environmental Conservation, and the USGS Coastal and Marine Geology Program and was conducted under USGS field activity number 2017-042-FA.
      

Tags: 3dr-solo-quadcopter, aerial-imagery, aerial-photography, charles-point, cmgp, coastal-and-marine-geology-program, crescent-bar, federal-emergency-management-agency, field-activity-number-2017-042-fa, geoscientificinformation, geotiff, great-lakes, greig-street, image-mosaics, imagerybasemapsearthcover, inlandwaters, lake-bluff, lake-level, lake-ontario, lakeshore, location, low-altitude-aerial-imagery, new-york, orthomosaic, orthophoto, photo-mosaic, photographs, photos, raster, remote-sensing, ricoh-grii, shoreline, shoreline-photographs, sodus-bay, sodus-ny, sodus-point, state-of-new-york-department-of-environmental-conservation, state-of-new-york-department-of-state, u-s-geological-survey, uas, unmanned-aerial-system, usa, usgs, usgs-5b1ee158e4b092d965254a4f, whcmsc, woods-hole-coastal-and-marine-science-center
Organization: Department of the Interior
Charles Point digital elevation model (DEM) from low-altitude aerial imagery from unmanned aerial systems (UAS) flights over of the Lake Ontario shoreline in the vicinity of Sodus Bay, New York in July 2017 (32-bit floating point GeoTIFF image)

Low-altitude (80-100 meters above ground level) digital images were obtained from a camera mounted on a 3DR Solo quadcopter, a small unmanned aerial system (UAS), along the Lake Ontario shoreline in New York during July 2017. These data were collected to document and monitor effects of high lake levels, including shoreline erosion, inundation, and property damage in the vicinity of Sodus Bay, New York. This data release includes images tagged with locations determined from the UAS GPS; tables with updated estimates of camera positions and attitudes based on the photogrammetric reconstruction; tables listing locations of the base stations, ground control points, and transect points; geolocated, RGB-colored point clouds; orthomosaic images; and digital elevation models for each of the survey regions. Collection of these data was supported by the Federal Emergency Management Agency, the State of New York Departments of State and Environmental Conservation, and the USGS Coastal and Marine Geology Program and was conducted under USGS field activity number 2017-042-FA.

Tags: 3dr-solo-quadcopter, aerial-imagery, charles-point, cmgp, coastal-and-marine-geology-program, dem, digital-elevation-model, digital-elevation-models, elevation, federal-emergency-management-agency, field-activity-number-2017-042-fa, geoscientificinformation, geotiff, great-lakes, inlandwaters, lake-level, lake-ontario, lakeshore, location, low-altitude-aerial-imagery, new-york, photographs, photos, raster, remote-sensing, ricoh-grii, shoreline, shoreline-photographs, sodus-bay, sodus-ny, sodus-point, state-of-new-york-department-of-environmental-conservation, state-of-new-york-department-of-state, topography, u-s-geological-survey, uas, unmanned-aerial-system, usa, usgs, usgs-5b1ede6ce4b092d965254a3f, whcmsc, woods-hole-coastal-and-marine-science-center
Organization: Department of the Interior
Charles Point camera locations and attitudes for low-altitude aerial images collected during unmanned aerial systems (UAS) flights over of the Lake Ontario shoreline in the vicinity of Sodus Bay, New York in July 2017

Low-altitude (80-100 meters above ground level) digital images were obtained from a camera mounted on a 3DR Solo quadcopter, a small unmanned aerial system (UAS), along the Lake Ontario shoreline in New York during July 2017. These data were collected to document and monitor effects of high lake levels, including shoreline erosion, inundation, and property damage in the vicinity of Sodus Bay, New York. This data release includes images tagged with locations determined from the UAS GPS; tables with updated estimates of camera positions and attitudes based on the photogrammetric reconstruction; tables listing locations of the base stations, ground control points, and transect points; geolocated, RGB-colored point clouds; orthomosaic images; and digital elevation models for each of the survey regions. Collection of these data was supported by the Federal Emergency Management Agency, the State of New York Departments of State and Environmental Conservation, and the USGS Coastal and Marine Geology Program and was conducted under USGS field activity number 2017-042-FA.
   

Tags: 3dr-solo-quadcopter, aerial-imagery, aerial-photography, agisoft-photoscan, camera-locations, charles-point, cmgp, coastal-and-marine-geology-program, elevation, federal-emergency-management-agency, field-activity-number-2017-042-fa, geoscientificinformation, global-positioning-system, gps, great-lakes, inlandwaters, lake-ontario, lakeshore, location, low-altitude-aerial-imagery, navigation, navigational-data, new-york, photographs, photos, remote-sensing, ricoh-grii, shoreline-photographs, sodus-bay, sodus-ny, sodus-point, state-of-new-york-department-of-conservation, state-of-new-york-department-of-state, u-s-geological-survey, uas, unmanned-aerial-system, usa, usgs, usgs-5b1ede6be4b092d965254a3b, whcmsc, woods-hole-coastal-and-marine-science-center
Organization: Department of the Interior
Disaggregation plots

Disaggregation of the seismic hazard for peak ground acceleration having a 2 percent probability of exceedance in 50 years is given for several major cities in South America.  These disaggregation plots and reports show the relative contribution of individual sources to the seismic hazard (aggregated by magnitude and distance).

Tags: caracas-venezuela, cartagena-colombia, earthquake, hazard, lima-peru, natal-brazil, quito-ecuador, risk, santiago-chile, seismic, south-america, usgs-5b4e228de4b06a6dd17e067e
Organization: Department of the Interior