AndreaBozzo/ceres-open-data-index huggingface dataset:
Braddock East orthomosaic from low-altitude aerial imagery from unmanned aerial systems (UAS) flights over of the Lake Ontario shoreline in the vicinity of Braddock 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), in three locations 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 vicinities of Braddock Bay, Sodus Bay, and Chimney Bluffs State Park, 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, braddock-bay, braddock-bay-park, braddock-bay-wildlife-management-area, braddock-point, cmgp, coastal-and-marine-geology-program, federal-emergency-management-agency, field-activity-number-2017-042-fa, geoscientificinformation, geotiff, great-lakes, greece-ny, image-mosaics, inlandwaters, 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, 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-5a5cb301e4b06e28e9bcd22d, westpoint-marina, whcmsc, woods-hole-coastal-and-marine-science-center
Organization: Department of the Interior
Braddock East point cloud from low-altitude aerial imagery from unmanned aerial systems (UAS) flights over of the Lake Ontario shoreline in the vicinity of Braddock 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), in three locations 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 vicinities of Braddock Bay, Sodus Bay, and Chimney Bluffs State Park, 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, braddock-bay, braddock-bay-park, braddock-bay-wildlife-management-area, braddock-point, cmgp, coastal-and-marine-geology-program, elevation, federal-emergency-management-agency, field-activity-number-2017-042-fa, geoscientificinformation, great-lakes, greece-ny, 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, 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-5a5cb303e4b06e28e9bcd231, westpoint-marina, whcmsc, woods-hole-coastal-and-marine-science-center
Organization: Department of the Interior
Braddock West 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 Braddock 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), in three locations 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 vicinities of Braddock Bay, Sodus Bay, and Chimney Bluffs State Park, 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: braddock-bay, braddock-bay-park, braddock-bay-wildlife-management-area, braddock-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, greece-ny, inlandwaters, lake-ontario, location, new-york, raster, remote-sensing, 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-5a5cb306e4b06e28e9bcd23a, westpoint-marina, whcmsc, woods-hole-coastal-and-marine-science-center
Organization: Department of the Interior
Braddock West orthomosaic from low-altitude aerial imagery from unmanned aerial systems (UAS) flights over of the Lake Ontario shoreline in the vicinity of Braddock 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), in three locations 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 vicinities of Braddock Bay, Sodus Bay, and Chimney Bluffs State Park, 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, braddock-bay, braddock-bay-park, braddock-bay-wildlife-management-area, braddock-point, cmgp, coastal-and-marine-geology-program, federal-emergency-management-agency, field-activity-number-2017-042-fa, geoscientificinformation, geotiff, great-lakes, greece-ny, image-mosaics, inlandwaters, 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, 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-5a5cb308e4b06e28e9bcd23e, westpoint-marina, 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 Braddock 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), in three locations 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 vicinities of Braddock Bay, Sodus Bay, and Chimney Bluffs State Park, 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: braddock-bay, braddock-bay-park, braddock-bay-wildlife-management-area, braddock-point, carlson-survce, cmgp, coastal-and-marine-geology-program, elevation, federal-emergency-management-agency, field-activity-number-2017-042-fa, global-positioning-system, gps, great-lakes, greece-ny, ground-control-points, inlandwaters, lake-ontario, lakeshore, location, low-altitude-aerial-imagery, navigation, navigational-data, new-york, 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-5a5cb30be4b06e28e9bcd246, westpoint-marina, 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 Braddock 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), in three locations 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 vicinities of Braddock Bay, Sodus Bay, and Chimney Bluffs State Park, 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, braddock-bay, braddock-bay-park, braddock-bay-wildlife-management-area, braddock-point, cmgp, coastal-and-marine-geology-program, federal-emergency-management-agency, field-activity-number-2017-042-fa, geoscientificinformation, geotagged-photos, great-lakes, greece-ny, image-collections, jpeg, lake-level, lake-ontario, lakeshore, location, low-altitude-aerial-imagery, new-york, photographs, photos, remote-sensing, ricoh-grii, shoreline, shoreline-photographs, 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-5a5cb30ce4b06e28e9bcd24b, westpoint-marina, whcmsc, woods-hole-coastal-and-marine-science-center
Organization: Department of the Interior
Mean Annual Recharge 1979-2016 for New Hanover County, North Carolina

The data is derived from a Soil-Water Balance model for New Hanover, Brunswick, and Pender counties for the years 1979-2016 which is located on the USGS Model Node.

Tags: groundwater, groundwater-flow, numerical-modeling, usgs-5a5d681de4b06e28e9bcd27b, water-resource-management
Organization: Department of the Interior
Thickness map of Castle Hayne aquifer confining unit in New Hanover County, North Carolina

Thickness map of Castle Hayne confining unit based on local driller's logs, well construction data, and previously published well data within Brunswick, New Hanover, and Pender counties.

Tags: aquifer-geology, hydrogeology, usgs-5a5d704fe4b06e28e9bcd27d
Organization: Department of the Interior
Niobrara River suspended-sediment and bed-sediment data collected during hydroelectric dam flush near Spencer, Nebr., October through November, 2014

In the fall of 2014 (October-November) the U.S. Geological Survey in cooperation with the U.S. Army Corps of Engineers collected sediment samples (suspended and bed material) at several sites on the Niobrara River in Nebraska near the Spencer Dam prior to, during, and immediately after a sediment-flushing event. Suspended-sediment samples were analyzed for sediment concentration and percent finer than sand. Bed sediment samples were analyzed for particle-size distribution using standard classes by sieve analysis. In addition, a Sequoia LISST Streamside particle-size analyzer (PSA) was deployed during the first week of the flush; this unit collected suspended-sediment concentration and grain-size data. Sampled sites included the bridge on U.S. Hwy 281, county road 508 Ave bridge south of Lynch, Nebr., and the county road bridge south of Verdel, Nebr. This part of the data release consists of discrete suspended-sediment and bed-sediment data tables, PSA data tables, and a data table of results from discrete samples collected manually at the intake to the PSA. An accompanying shapefile of sample locations may be found at https://www.sciencebase.gov/catalog/item/5a5e1596e4b06e28e9be47db.

Tags: bed-sediment, geoscientificinformation, inlandwaters, nebraska, niobrara-river, reservoir-management, sediment-management, sediment-monitoring, spencer-dam, suspended-sediment, usgs-5a5e1596e4b06e28e9be47db
Organization: Department of the Interior
Metabolism estimates for 356 U.S. rivers (2007-2017): 2b. Site catchment boundaries

This dataset provides shapefile outlines of the catchments contributing to sites where metabolism was or could have been estimated. The format is a shapefile for all sites combined (.shp, .shx, .dbf, and .prj files).
This dataset is part of a larger data release of metabolism model inputs and outputs for 356 streams and rivers across the United States (https://doi.org/10.5066/F70864KX). The complete release includes: modeled estimates of gross primary productivity, ecosystem respiration, and the gas exchange coefficient; model input data and alternative input data; model fit and diagnostic information; site catchment boundaries and site point locations; and potential predictors of metabolism such as discharge and light availability.

Tags: 007, 012, aerobic-respiration, ak, al, alabama, alaska, ar, arkansas, ca, california, carbon, carbon-dioxide, co, colorado, connecticut, ct, dc, de, delaware, dissolved-oxygen, district-of-columbia, energy-metabolism, environment, fl, florida, ga, gas-exchange, georgia, ia, id, idaho, il, illinois, in, indiana, inlandwaters, iowa, kansas, kentucky, ks, ky, la, louisiana, ma, maine, maryland, massachusetts, md, me, mi, michigan, minnesota, mississippi, missouri, mn, mo, montana, ms, mt, nc, nd, ne, nebraska, nevada, new-hampshire, new-jersey, new-mexico, new-york, nh, nj, nm, north-carolina, north-dakota, nv, ny, oh, ohio, ok, oklahoma, or, oregon, oxygen, pa, pennsylvania, photosynthesis, primary-production, rivers, sc, sd, south-carolina, south-dakota, streams, tennessee, texas, tn, tx, united-states, us, usgs-5a5e37bbe4b06e28e9be48c6, ut, utah, va, vermont, virginia, vt, wa, washington, water-courses, west-virginia, wi, wisconsin, wv, wy, wyoming
Organization: Department of the Interior
Metabolism estimates for 356 U.S. rivers (2007-2017): 2a. Site coordinates

This dataset provides site locations as shapefile points. The format is a shapefile for all sites combined (.shp, .shx, .dbf, and .prj files).
This dataset is part of a larger data release of metabolism model inputs and outputs for 356 streams and rivers across the United States (https://doi.org/10.5066/F70864KX). The complete release includes: modeled estimates of gross primary productivity, ecosystem respiration, and the gas exchange coefficient; model input data and alternative input data; model fit and diagnostic information; site catchment boundaries and site point locations; and potential predictors of metabolism such as discharge and light availability.

Tags: 007, 012, aerobic-respiration, ak, al, alabama, alaska, ar, arkansas, ca, california, carbon, carbon-dioxide, co, colorado, connecticut, ct, dc, de, delaware, dissolved-oxygen, district-of-columbia, energy-metabolism, environment, fl, florida, ga, gas-exchange, georgia, ia, id, idaho, il, illinois, in, indiana, inlandwaters, iowa, kansas, kentucky, ks, ky, la, louisiana, ma, maine, maryland, massachusetts, md, me, mi, michigan, minnesota, mississippi, missouri, mn, mo, montana, ms, mt, nc, nd, ne, nebraska, new-jersey, new-mexico, new-york, nj, nm, north-carolina, north-dakota, ny, oh, ohio, ok, oklahoma, or, oregon, oxygen, pa, pennsylvania, photosynthesis, pr, primary-production, puerto-rico, rivers, sc, sd, south-carolina, south-dakota, streams, tennessee, texas, tn, tx, united-states, us, usgs-5a5e37bde4b06e28e9be48ca, ut, utah, va, virginia, wa, washington, water-courses, west-virginia, wi, wisconsin, wv, wy, wyoming
Organization: Department of the Interior
Metabolic Rate, Body Composition, Foraging Success, Behavior, and GPS Locations of Female Polar Bears (Ursus maritimus), Beaufort Sea, Spring, 2014-2016 and Resting Energetics of an Adult Female Polar Bear

This data package includes 5 child items with data from 9 female polar bears without dependent young in the southern Beaufort Sea in April 2014-2016.
      Child Item 1: "Doubly-labeled Water, Deuterium Dilution, Body Mass, and Blood Biochemistry Data from Female Polar Bears (Ursus maritimus) in the Southern Beaufort Sea by the USGS in April 2014-2016"
      Child Item 2: "Resting Metabolic Rates of a Captive Adult Female Polar Bear (Ursus maritimus) at the San Diego Zoo"
      Child Item 3: "Behavior Data from Female Polar Bears (Ursus maritimus) Instrumented in the Southern Beaufort Sea with Video Camera Collars by the USGS in April 2014-2016"
      Child Item 4: "Archival Logger Data from Female Polar Bears (Ursus maritimus) of the Southern Beaufort Sea by the USGS, April 2014-2016"
      Child Item 5: "GPS Location Data from Female Polar Bears (Ursus maritimus) Instrumented in the Southern Beaufort Sea with Video Camera Collars equipped with Satellite-linked GPS Receivers by the USGS in April 2014-2016"

Tags: alaska, animals-vertebrates, bears, beaufort-sea, behavior, bioenergetics, biota, carnivores, coastal-ecosystems, environment, locations, mammals, marine-ecosystems, marine-mammals, metabolism, physical-activity, polar-bear, species-life-history, telemetry, ursus-maritimus, usgs-5a5e575ae4b06e28e9be4974, video-camera-collar, wildlife
Organization: Department of the Interior
Original Dataset of Water Level Records in the Mississippi River Valley Alluvial Aquifer in Missouri from the Missouri Department of Natural Resources' Well Information Management System (WIMS)

The Missouri Department of Natural Resources’ (MoDNR) Well Information Management System (WIMS) is a repository for well information that includes date of completion, well construction, geology, and water level. Well information is provided by the water well drillers during the permitting process and is updated periodically by MoDNR. Well information is available in WIMS as early as 1983 to the present. This data set consists of 16,639 well records extracted from WIMS that were likely drilled into the Mississippi River Valley alluvial aquifer in Missouri. Records that may not reflect the true groundwater conditions in the aquifer were identified using a series of criteria described in detail below. The threshold criteria are described in detail in the “entity and attribute” section.

Tags: groundwater, groundwater-level, usgs-5a5e656ae4b06e28e9be4a11, wells
Organization: Department of the Interior
Statistical Analysis of Water Levels in the Mississippi River Valley Alluvial Aquifer in Missouri from the Missouri Department of Natural Resources' Well Information Management System (WIMS)

An objective review (Asquith and others, 2018 and 2020) of the distribution of the first two significant figures of a water-level measurement (depth below land surface) was done on the 10,295 measurements (one per well) that met the threshold criteria. The purpose of this review was to ascertain the degree to which substantial rounding of values might exist in the dataset. It was evident that the dataset has a large number of values rounded to the nearest integer foot with a tendency for more rounding towards even integers. For values between 10 and 99 feet, there is a large number of values rounded to the even 10 feet and for values less than about 35 feet, there are an excessive number of values rounded the nearest. There are also numerous values of  12 and 14. This suggests that considerable estimation or rounding of water levels have been made probably by use of apparatus other than graduate tapes. Systematic review of original data sources is not possible and insufficient metadata exist for a manual of each value in the data set. However, the database is large and offers an opportunity for data mining and machine learning to foster further review. A large, objective, technically-demanding, and rigorous spatial-temporal review of the water-level data, expressed in altitude, was made for the 10,295 water level records comprising this data release.

Tags: groundwater, groundwater-level, usgs-5a5e65fee4b06e28e9be4a17, wells
Organization: Department of the Interior
Suspended sediment concentration data in the Elwha River, Washington, September 2011 to September 2016

This data release provides 15-minute data of suspended-sediment concentration and fine (less than 0.0625 mm) suspended-sediment concentration during the removal of 2 large dams on the Elwha River from September 2011 to September 2016. Data are derived from regression relations with turbidity at the USGS gaging station Elwha River at the Diversion (no.12046260).

Tags: clallam-county, cmpg, coastal-and-marine-geology-program, elwha-dam-historical, elwha-river, field-inventory-and-monitoring, glines-canyon-dam-historical, inlandwaters, olympic-national-park, pacific-coastal-and-marine-science-center, pcmsc, river-bank, river-channel, sediment-deposition, sediment-transport, state-of-washington, stream-discharge, substrate, u-s-bureau-of-reclamation, u-s-geological-survey, usbr, usgs, usgs-5a205e30e4b09fc93ddbaeac
Organization: Department of the Interior