AndreaBozzo/ceres-open-data-index huggingface dataset:
Water column sample data from predefined locations of the West Florida Shelf: USGS Cruise 11BHM02

The United States Geological Survey (USGS) is conducting a study on the effects of climate change on ocean acidification within the Gulf of Mexico; dealing specifically with the effect of ocean acidification on marine organisms and habitats. To investigate this, the USGS participated in cruises in the West Florida Shelf and northern Gulf of Mexico regions aboard the R/V Weatherbird II, a ship of opportunity lead by Dr. Kendra Daly, of the University of South Florida (USF). This cruise occurred June 25-30, 2011, leaving from and returned to Saint Petersburg, Florida. The USGS collected data pertaining to pH, dissolved inorganic carbon (DIC), and total alkalinity in discrete samples. Thirty-six discrete samples were collected at ten stations. Flow-through conductivity-temperature-depth (CTD) data were collected, which includes temperature, salinity, and pH. Corroborating the USGS data are the vertical CTD profiles collected by USF, using the following sensors: CTD, oxygen, chlorophyll fluorescence, optical backscatter, and transmissometer. Additionally, discrete depth samples for nutrients, chlorophyll, and particulate organic carbon/nitrogen were collected.

Tags: assessments, bathypelagic, carbon-flux, chemical-analysis, chemical-oceanography, environmental-chemistry, epipelagic, florida, marine-chemistry, mesopelagic, ocean-acidification, ocean-chemistry, ocean-surface, pco2, ph, physical-chemical-features, salinity, temperature, total-carbon, united-states, usgs-098aeadd-0086-4fc2-825d-0315ae2a6ed8, west-florida-shelf
Organization: Department of the Interior
Airborne geophysical survey: Sespe Creek, California

Aeromagnetic data were collected along flight lines by instruments in an
aircraft that recorded magnetic-field values and locations.  This dataset
presents latitude, longitude, altitude, and magnetic-field values.

Tags: aeromagnetic-data, aeromagnetic-surveying, airborne-surveys, ca, california, f06111-ventura, field-monitoring-stations, geophysical-surveys, geophysics, geospatial-datasets, magnetic, magnetic-field-earth, magnetic-surveys, residual-magnetic-field, sespe-creek, total-field, united-states, usgs-09867572-4b41-495f-b441-3b0f491787b9, ventura-county
Organization: Department of the Interior
LANDFIRE Remap 2016 Existing Vegetation Cover (EVC) HI

LANDFIRE's (LF) Existing Vegetation Cover (EVC) represents the vertically projected percent cover of the live canopy for a 30m cell. EVC is produced separately for tree, shrub, and herbaceous lifeforms. Training data depicting percentages of canopy cover are obtained from plot-level ground-based visual assessments and lidar observations. These are combined with Landsat imagery (from multiple seasons), topographic, climate, and other geospatial data sets to inform models built independently for each lifeform. Tree, shrub, and herbaceous lifeforms each have a potential range from 10% to 100%. The three independent lifeform datasets are merged into a single product. The EVC product is then reconciled through QA/QC measures to ensure lifeform is synchronized with both Existing Vegetation Height (EVH) and Type (EVT) products. Disturbance events not visible in the source imagery are accounted for by incorporating LF Remap Annual Disturbance products. LF uses EVC as an input for LF Remap Fuel Vegetation Cover (FVC).

Tags: biota, evc, existing-vegetation-cover, fires, geographic-information-systems, geospatial-datasets, hawaii, hazard-preparedness, hi, image-collections, imagerybasemapsearthcover, landfire-2016, landfire-remap, oconus, raster-digital-data, remote-sensing, u-s-forest-service-usfs, u-s-geological-survey-usgs, united-states, us, usgs-0968e283-253d-4d92-b711-fa0a9bea2809
Organization: Department of the Interior
MODFLOW-NWT model data sets used to evaluate changes in the hydrodynamics of Anvil Lake, Wisconsin

A MODFLOW-NWT groundwater flow model was developed to simulate groundwater 
movement in the area around Anvil Lake, and groundwater inputs and outputs from 
the lake from 1980 to 2014.  Surface-water hydrology was simulated using the lake 
package. The MODFLOW model was first calibrated for steady-state conditions, or 
"average" conditions corresponding to January 1, 1980, to December 31, 2014 to 
estimate spatial hydrogeologic properties. Following the steady-state calibration, 
the model was applied in transient mode to estimate average monthly hydrologic 
conditions (groundwater inputs and outputs) for each year from 1980 to 2014.

Tags: anvil-lake, environment, forest-county, geoscientific-information, groundwater, groundwater-model, inlandwaters, lak, modflow-nwt, oneida-county, pest, soil-water-balance-code, usgs-09626b46-dbdd-4ab7-bb50-e8bc37713e77, usgsgroundwatermodel, vilas-county, wisconsin
Organization: Department of the Interior
Airborne geophysical survey: West-central Oregon, Oregon

Aeromagnetic data were collected along flight lines by instruments in an
aircraft that recorded magnetic-field values and locations.  This dataset
presents latitude, longitude, altitude, and magnetic-field values.

Tags: aeromagnetic-data, aeromagnetic-surveying, airborne-surveys, central, f41005-clackamas, f41019-douglas, f41039-lane, f41043-linn, f41047-marion, field-monitoring-stations, geophysical-surveys, geophysics, geospatial-datasets, magnetic, magnetic-field-earth, magnetic-surveys, or, oregon, residual-magnetic-field, total-field, united-states, usgs-0c84db60-be98-449a-bbd1-0ca14b60efb2, west, west-central-oregon
Organization: Department of the Interior
Multibeam acoustic-backscatter data collected offshore of south-central California in support of the Bureau of Ocean Energy Management Cal DIG I offshore alternative energy project

Multibeam acoustic-backscatter data were collected offshore of Morro Bay, California, from 2016 to 2019. The data were collected during five separate multi-agency surveys for the U.S. Geological Survey (USGS)/Bureau of Ocean Energy Management (BOEM) California Deepwater Investigations and Groundtruthing I (Cal DIG I) project, under a collaboration with the National Oceanic and Atmospheric Administration (NOAA), using Simrad 700 series hull-mounted multibeam echosounders. Data in 2017 and 2018 were acquired by the NOAA Hydrographic Vessel Rainier (surveys H1309, H13151, and H13152). The 2018 data acquired by the Ranier were collected during USGS field activity 2018-641-FA. Additional data were collected in 2019 by the NOAA Hydrographic Survey Vessel Fairweather (survey W00479). Data from the Scripps Institution of Oceanography R/V Sally Ride collected in 2016 (survey SR1604) were used to fill in a small gap in the NOAA data. The acoustic-backscatter data from the five surveys were combined into a single raster and are provided as a 10-meter resolution GeoTIFF.

Tags: backscatter, cmhrp, coastal-and-marine-hazards-and-resources-program, continental-margins, distributions, field-observation, geoscientificinformation, geospatial-datasets, image-mosaics, marine-geophysics, morro-bay, multibeam-sonar, pacific-coastal-and-marine-science-center, pcmsc, sea-floor-acoustic-reflectivity, sea-floor-characteristics, seabed, state-of-california, u-s-geological-survey, usgs, usgs-094c9c2e-b76d-4dbe-b7fe-999c09acc5bc
Organization: Department of the Interior
Wetted channel and bar features for the Nehalem River, Oregon in 2005

The Tillamook Bay subbasins and Nehalem River basins encompass 1,369 and 2,207 respective square 
kilometers of northwestern Oregon and drain to the Pacific Ocean. The Tillamook, Trask, Wilson, Kilchis, 
and Miami Rivers flow into Tillamook Bay near the towns of Tillamook and Garibaldi. The Wilson and Trask 
River basins cover the largest areas (500 and 451 square kilometers, respectively) whereas the Tillamook 
and Kilchis Rivers encompass similar sized areas (156 and 169 square kilometers, respectively) and the 
Miami River the smallest area (94 square kilometers). In cooperation with the U.S. Army Corps of Engineers, 
the U.S. Geological Survey completed a reconnaissance-level assessment of channel condition and 
bed-material transport relevant to the permitting of in-stream gravel extraction along the the major alluvial 
portions of six river systems, including the lowermost 14.1 km of the Tillamook River, 16.3 km of the Trask 
River, 15.2 km of the Wilson River, 7.8 km of the Kilchis River, 11.6 km of the Miami River, and 31.4 km 
of the Nehalem River. To support these analyses, digital channel maps were produced to depict channel 
and floodplain conditions in the Tillamook Bay sub-basins and Nehalem River basin from different time 
periods. GIS layers defining the wetted channel and bar features and channel centerline in the study area 
were developed for four time periods: 1939, 1967, 2005, and 2009. For this project, the active channel was 
defined as area typically inundated during annual high flows, and includes the low-flow channel as well as 
side channels, islands, and channel-flanking gravel bars. The wetted channel and bar feature datasets were 
developed by digitizing from aerial photographs. Aerial photographs from 1939 and 1967 were scanned, 
rectified, and mosaicked for this project (See metadata for each photograph set for more information on 
the rectification process and resolution of each dataset). Digital orthophotographs from 2005 and 2009 
are publicly available.

Tags: channel-stability, environment, fluvial-geomorphology, geoscientificinformation, historical-channel-change, inlandwaters, kilchis-river, miami-river, nehalem-bay, nehalem-river, oregon-coast-range, sediment-transport, tillamook-bay, tillamook-county, tillamook-river, trask-river, usgs-094bc4da-b007-41d1-ad49-82c376b69010, wilson-river
Organization: Department of the Interior
USGS Water Use Data for the Nation - National Water Information System (NWIS)

The U.S. Geological Survey's National Water-Use Information Program is 
responsible for compiling and disseminating the nation's water-use data. 
The USGS works in cooperation with local, State, and Federal environmental 
agencies to collect water-use information. USGS compiles these data to 
produce water-use information aggregated at the county, state, and national 
levels. Every five years, data at the county level are compiled into a national 
water-use data system and state-level data are published in a national circular. 
Over the history of these circulars, the water-use categories have had some 
changes.

Tags: administrative-and-political-boundaries, agriculture-and-farming, alabama, alaska, american-samoa, annual-water-data, arizona, arkansas, atmospheric-and-climate, biology-and-ecology, business-and-economic, cadastral, california, colorado, connecticut, cultural-society-and-demographic, current-water-conditions, daily, delaware, district-of-columbia, drainage-basin, facilities-and-structures, field-samples, florida, gaging-stations, geological-and-geophysical, georgia, guam, hawaii, hydrologic-unit, hydrology, idaho, illinois, indiana, inland-waters, iowa, kansas, kentucky, lakes, locations-and-geodetic-networks, louisiana, maine, maryland, massachusetts, michigan, minnesota, mississippi, missouri, montana, nebraska, nevada, new-hampshire, new-jersey, new-mexico, new-york, north-carolina, north-dakota, nwis, oceans-and-estuaries, ohio, oklahoma, oregon, pennsylvania, puerto-rico, rhode-island, site-information, south-carolina, south-dakota, streams, tennessee, texas, time-series-data, united-staes, usgs-09439e79-2115-4a08-a8e0-9e04ede89c79, utah, utilities-and-communication, vermont, virgin-islands, virginia, washington, water-data, water-flow-unit, water-information, water-level, water-table, water-temperature, water-use, water-use-data, weekly, west-virginia, wisconsin, wyoming
Organization: Department of the Interior
Bathymetric contours of the continental margin offshore of Washington, Oregon, and California based on data available in the late 1980s.

Bathymetric contours (contour interval 100 m) of the continental margin offshore of Washington, Oregon, and California (cowbat) were compiled from various sources available in the late 1980s and used to construct 1:1,000,000-scale maps (Chase and others, 1992a, 1992b; Grim and others, 1992). The contours range from 200 to 5300 m depth.

Tags: bathymetric-contour, bathymetry, bottom-topography, california, computational-methods, continental-margin, contouring, environment, exclusive-economic-zone, geoscientificinformation, geospatial-analysis, geospatial-datasets, isobath, north-pacific-ocean, northeastern-pacific, oceans, oceans-gt-bathymetry-seafloor-topography-gt-bathymetry, oregon, pacific-ocean, sea-floor-characteristics, usa, usgs-0c90951e-a7e9-4e89-bf7b-d9fe619770b2, washington
Organization: Department of the Interior
Digital surface model representing Head of the Meadow Beach, Truro during field activity 2021-014-FA on February 04, 2021

These data map the beach and nearshore environment at Head of the Meadow Beach in Truro, MA, providing updated regional context for the 2019 CoastCam installation. CoastCam CACO-01 are two video cameras aimed at the beach that view the coast shared by beachgoers, shorebirds, seals, and sharks. These data were collected as part of field activity 2021-014-FA and a collaboration with the National Park Service at Cape Cod National Seashore to monitor the region. In February 2021, U.S. Geological Survey and Woods Hole Oceanographic Institute (WHOI) scientists conducted field surveys to re-map the field of view of the CoastCam. Aerial images of the beach for use in Structure from motion were taken with a camera (Ricoh GRII) and a post-processed kinematic (PPK) system attached to a helium powered balloon-kite (Helikite). High-precision GPS targets (AeroPoints) were used as ground control points. Bathymetry was collected in the nearshore using a single-beam echosounder mounted on a surf capable self-righting electric autonomous Small Surf Vehicle (SSV). Agisoft Metashape (v. 1.7.2) was used to create a digital elevation model with the collected imagery and this was merged with the bathymetry in MATLAB (v. 2020) to create a continuous topobathy product.

Tags: cape-cod, cmhrp, coastal-and-marine-hazards-and-resources-program, datasets, digital-elevation-models, elevation, geoscientificinformation, massachusetts, remote-sensing, structure-from-motion, truro, u-s-geological-survey, united-states, usgs, usgs-093bc36e-9637-4dd5-b2ac-4382677e8f1e, whcmsc, woods-hole-coastal-and-marine-science-center
Organization: Department of the Interior
ANGD2014_EAARLB_z20_v09g12A_metadata: Lidar-Derived Seamless (Bare Earth and Submerged) Point Cloud for Coastal Topography—Anegada, British Virgin Islands, 2014

ASCII XYZ point cloud data for a portion of the environs of Anegada, British Virgin Islands, was produced from remotely sensed, geographically referenced elevation measurements collected March 19-20, 2014 by the U.S. Geological Survey. Elevation measurements were collected over the area using the second-generation Experimental Advanced Airborne Research Lidar (EAARL-B), a pulsed laser ranging system mounted onboard an aircraft to measure ground elevation, vegetation canopy, and coastal topography. The system uses high-frequency laser beams directed at the Earth's surface through an opening in the bottom of the aircraft's fuselage. The laser system records the time difference between emission of the laser beam and the reception of the reflected laser signal in the aircraft. The plane travels over the target area at approximately 55 meters per second at an elevation of approximately 300 meters, resulting in a laser swath of approximately 240 meters with an average point spacing of 0.5-1.6 meters. The nominal vertical elevation accuracy expressed as the root mean square error (RMSE) is 20 centimeters. A peak sampling rate of 15-30 kilohertz results in an extremely dense spatial elevation dataset. More than 100 kilometers of coastline can be surveyed easily within a 3- to 4-hour mission. When resultant elevation maps for an area are analyzed, they provide a useful tool to make management decisions regarding land development.

Tags: airborne-lidar-processing-system, alps, altimetry, anegada, bathymetry-and-elevation, british-virgin-islands, caribbean-sea, cessna-310, digital-elevation-models, distributions, doi-usgs-cmg-gt-coastal-and-marine-geology-u-s-geological-survey-u-s-department-of-interior, eaarl-b, elevation, experimental-advanced-airborne-research-lidar, laser-altimetry, lidar, lidar-gt-light-detection-and-ranging, ocean-gt-bathymetry-seafloor-topography-gt-seafloor-topography, ocean-gt-coastal-processes-gt-coastal-elevation, remote-sensing, topographic-mapping, topography, usgs-093b07ed-88ac-4bbe-9aec-cc98de4170c1
Organization: Department of the Interior
LANDFIRE Remap Fuel Vegetation Type (FVT) Puerto Rico US Virgin Islands

The LANDFIRE (LF) 2016 Remap (Remap) Fuel Vegetation Type (FVT) represents a modified pre-disturbance version of Existing Vegetation Type (EVT). FVT leverages fuel transition assignments related to disturbed areas by re-establishing  pre-disturbance vegetation. FVT was developed using the full suite of LF vegetation releases and the most recent 10 years of Annual Disturbance products and is a capable fuels product that calculates Time Since Disturbance (TSD) assignments for disturbed areas using an "effective year." For example, year 2020 fuels may be calculated for the year 2020. the new process considers all the existing disturbances included in LF Remap and adjusts the TSD for these to the effective year (2020 in the example), making the products "2020 capable fuels." More information about capable fuels can be found at https://www.landfire.gov/lf_remap.php. The FVT product is then evaluated through a series of QA/QC measures ensuring lifeform of the vegetation type assignment matches the lifeform of associated FVT attributes.

Tags: biota, evt, existing-vegetation-type, fires, fuel-vegetation-type, fvt, geographic-information-systems, geospatial-datasets, hazard-preparedness, ia, image-collections, imagerybasemapsearthcover, insular-areas, landfire-2016-remap, lf-2016-remap, oconus, puerto-rico, raster-digital-data, remote-sensing, u-s-forest-service-usfs, u-s-geological-survey-usgs, united-states, us, us-virgin-islands, usgs-092187d6-a815-40a4-97f7-c094be250eb5
Organization: Department of the Interior
Unprocessed aerial imagery from 8 March 2016 coastal survey of Central California.

This is a set of 2753 oblique aerial photogrammetric images and their derivatives, collected from San Francisco to Monterey with a fixed-lens digital camera from a crewed light aircraft, for processing using structure-from-motion photogrammetry and machine learning to study coastal geomorphic processes at high temporal and spatial resolution. JPG files in each folder follow the following naming convention: {CAM###}_{YYYYMMDDHHMMSS_ss}.jpg, where {CAM###} is the last 3 digits of the camera serial number, preceded by the letters "cam", and where {YYYYMMDDHHMMSS_ss} is the image acquisition time in {YearMonthDayHourMinuteSecond_hundredths} expressed in 24-hour time, as recorded by the camera's internal clock and written to the SubSecondDateTime field in the image EXIF data (for example CAM001_202009182311_50 would be the timestamp for an image with a SubSecondDateTime EXIF time/date stamp of September 18th, 2020 at 11:11.50 pm.

Tags: aerial-and-satellite-photography, aerial-photography, agents-of-coastal-change, anthropogenic-agents-of-coastal-change, cmhrp, coastal-and-marine-hazards-and-resources-program, coastal-development, coastal-ecosystems, coastal-erosion, coastal-landslides, coastal-processes, datasets, distributions, earth-sciences, ecology, environment, geography, geologic-processes, geology, geoscientificinformation, geospatial-datasets, habitat, image-analysis, image-collections, imagerybasemapsearthcover, infrastructure, pacific-coastal-and-marine-science-center, pcmsc, physical-habitats-and-geomorphology, remote-sensing, slope-processes, structures, u-s-geological-survey, united-states, united-states-and-territories, usgs, usgs-099b5c20-ead2-4bb8-9d79-cb7161264297, visible-light-imaging
Organization: Department of the Interior
Navigation tracklines Collected During U.S. Geological Survey Cruise 03032 (National Oceanic and Atmospheric Administration Cruise RB0305) 28 August to 4 September, 2003 (nav2003aug.shp, polyline shapefile, geographic, WGS84)

In 2002 and 2003, the U.S. Geological Survey (USGS), Woods Hole Coastal and Marine Science Center (WHCMSC), in cooperation with the National Oceanic and Atmospheric Administration (NOAA), conducted three exploration cruises (USGS Cruise 02051, NOAA RB0208, September 24 to 30, 2002; USGS Cruise 03008, NOAA RB0303, February 18 to March 7, 2003 and USGS Cruise 03032, NOAA RB0305, August 28 to September 4, 2003). These cruises mapped for the first time the morphology of this entire tectonic plate boundary stretching from the Dominican Republic in the west to the Lesser Antilles in the east, a distance of approximately 700 kilometers (430 miles). Observations from these three exploration cruises, coupled with computer modeling and published Global Positioning System (GPS) results and earthquake focal mechanisms have provided new information that is changing the evaluation of the seismic and tsunami hazard from this plate boundary. The observations collected during these cruises also contributed to the basic understanding of the mechanisms that govern plate tectonics, in this case, the creation of the island of Puerto Rico and the deep trench north of it. Results of the sea floor mapping have been an important component of the study of tsunami and earthquake hazards to the northeastern Caribbean and the U.S. Atlantic coast off the United States. For additional information on the cruises see:
http://woodshole.er.usgs.gov/operations/ia/public_ds_info.php?fa=2002-051-FA
http://woodshole.er.usgs.gov/operations/ia/public_ds_info.php?fa=2002-051-FA
http://woodshole.er.usgs.gov/operations/ia/public_ds_info.php?fa=2002-051-FA

Tags: atlantic-ocean, british-virgin-islands, caribbean-sea, cmgp, coastal-and-marine-geology-program, dominican-republic, field-activity-2003-032-fa, field-activity-serial-number-usgs-science-cruise-03032, geospatial-datasets, infobank-id-b-2-03-pr, marine-geophysics, national-oceanic-and-atmospheric-administration, navigation, navigational-data, noaa, noaa-research-cruise-rb0305, noaa-ship-ron-brown, north-america, north-atlantic, oceans, ofr2006-1210, open-file-report, point-coordinates, puerto-rico, puerto-rico-trench, seafloor-mapping, shapefile, tracklines, u-s-geological-survey, usgs, usgs-09078eca-5490-4979-9cfa-e31e082a7437, virgin-islands, whcmsc, woods-hole-coastal-and-marine-science-center
Organization: Department of the Interior
Wells used in the creation of potentiometric surface contours for the Inyan Kara, Minnekahta, Minnelusa, Madison, and Deadwood Aquifers in the Black Hills Area, South Dakota

This dataset describes wells completed in the Deadwood
Formation that were used to create a potentiometric surface
for the Deadwood aquifer.

Tags: black-hills, deadwood-aquifer, deadwood-formation, environment, geoscientificinformation, ground-water, hydrology, inlandwaters, south-dakota, usgs-0cb6724e-bb29-4870-aed3-9339f7448dc2, water-level, wells
Organization: Department of the Interior