AndreaBozzo/ceres-open-data-index huggingface dataset:
Unprocessed aerial imagery from 4-5 November 2020 CZU-fire survey of Central California.

This is a set of 11776 near-nadir aerial photogrammetric images and their derivatives, collected from CZU fire 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-331644d4-51c7-4d53-b983-b628f54a470a, visible-light-imaging
Organization: Department of the Interior
ASIS2005_EAARLA_FS_z18_n88g12B_mosaic_metadata: EAARL Coastal Topography--Assateague Island National Seashore, Maryland and Virginia, 2005: First Surface

A first-surface topography Digital Elevation Model (DEM) mosaic for the Assateague Island National Seashore was produced from remotely sensed, geographically referenced elevation measurements acquired cooperatively by the U.S. Geological Survey (USGS) and the National Park Service (NPS). Elevation measurements were collected over Assateague Island National Seashore using the first-generation National Aeronautics and Space Administration (NASA) Experimental Advanced Airborne Research Lidar (EAARL), 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 60 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 2-3 meters. The EAARL, developed originally by NASA at Wallops Flight Facility in Virginia, measures ground elevation with a vertical resolution of 3 centimeters. A sampling rate of 3 kilohertz or higher results in an extremely dense spatial elevation dataset. Over 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, assateague-island, atlantic-ocean, dem, digital-elevation-model, doi-usgs-cmg-gt-coastal-and-marine-geology-u-s-geological-survey-u-s-department-of-interior, eaarl, elevation, experimental-advanced-airborne-research-lidar, land-surface-gt-topography-gt-terrain-elevation, laser-altimetry, lidar, lidar-gt-light-detection-and-ranging, maryland, ocean-gt-coastal-processes-gt-barrier-islands, ocean-gt-coastal-processes-gt-beaches, ocean-gt-coastal-processes-gt-shoreline-displacement, remote-sensing, topography, usgs-33155fdb-3057-4891-81c6-240c2ba2a83e, usgs-national-assessment-project, virginia
Organization: Department of the Interior
New Jersey raw (non-interpolated) Beach Slope Point Data

The National Assessment of Coastal Change Hazards project derives beach morphology features from lidar elevation data for the purpose of understanding and predicting storm impacts to our nation's coastlines. This dataset defines beach slopes along the United States Northeast Atlantic Ocean for New Jersey for data collected at various times between 2007 and 2014

Tags: altimetry, atlantic-ocean, bathymetry-and-elevation, cmgp, coastal, coastal-and-marine-geology-program, digital-elevation-models, distributions, elevation, environment, geoscientificinformation, lidar, new-jersey, oceans, slope, spcmsc, st-petersburg-coastal-and-marine-science-center, topographic-mapping, topography, u-s-geological-survey, united-states-of-america, usgs, usgs-32e1096f-2a95-4629-8f2b-b1974209d1c0
Organization: Department of the Interior
kauai_stm - Storm Hazard Intensity Level in the coastal zone of Kauai, Hawaii

Storm Hazard Intensity Level in the coastal zone of Kauai,
Hawaii

Tags: agents-of-coastal-change, coast, coastal, coastal-processes, continental-island-shore-complex, geoscientificinformation, hawaii, hawaii-ecoregion, hazard, hazards, island, kauai, lanai, level, maui, molokai, oahu, oceans, oceans-and-coastal, oceans-and-estuaries, pacific, risk-assessment, storms, usgs-32dfccd9-02bb-4cdc-8643-c8fba059b66b
Organization: Department of the Interior
Total atmospheric deposition of oxidized and reduced nitrogen in the United States Pacific Northwest for 2002

This spatial data set was created by the U.S. Geological Survey (USGS) to represent the amount of wet and dry deposition 
of oxidized and reduced nitrogen in the Pacific Northwest region of the United States (Hydro Region 17; Major River Basin 7 
(MRB7)) during 2002.

Tags: atmospheric-deposition, idaho, inlandwaters, major-river-basins, montana, nawqa, nitrogen, oregon, pacific-northwest, pnw, sparrow, usgs-32dd614f-fcf4-4421-9369-1d9dac06d2cc, washington
Organization: Department of the Interior
l582sp.m77t - MGD77 data file for Geophysical data from field activity L-5-82-SP in Tonga Ridge, Southern Pacific from 03/28/1982 to 04/25/1982

Single-beam bathymetry, gravity, and magnetic data along with DGPS navigation data was collected as part of field activity L-5-82-SP in Tonga Ridge, Southern Pacific from 03/28/1982 to 04/25/1982, http://walrus.wr.usgs.gov/infobank/l/l582sp/html/l-5-82-sp.meta.html
These data are reformatted from space-delimited ASCII text files located in the Coastal and Marine Geology Program (CMGP) InfoBank field activity catalog at http://walrus.wr.usgs.gov/infobank/l/l582sp/html/l-5-82-sp.bath.html, http://walrus.wr.usgs.gov/infobank/l/l582sp/html/l-5-82-sp.grav.html, and http://walrus.wr.usgs.gov/infobank/l/l582sp/html/l-5-82-sp.mag.html into MGD77T format provided by the NOAA's National Geophysical Data Center(NGDC). The MGD77T format includes a header (documentation) file (.h77t) and a data file (.m77t). More information regarding this format can be found in the publication listed in the Cross_reference section of this metadata file.

Tags: bathymetry, bathymetry-and-elevation, bathymetry-measurement, distributions, geoscientificinformation, gravimeter-measurement, gravimetry, magnetic-anomalies, magnetic-field-observations, magnetometer-measurement, marine-geology, marine-geophysics, marine-gravity-field, marine-magnetic-field, oceans, polynesia, seafloor-topography, single-beam-echo-sounder, south-pacific-ocean, southern-pacific-ocean, tonga-ridge-southern-pacific, usgs-32d85c94-5087-46b7-9d4c-0efb736eaa42, water-depth
Organization: Department of the Interior
Shotpoint navigation (100 shot interval) for CHIRP seismic data collected during USGS cruise GYRE 99002 (L1_5SP100G.SHP)

This GIS overlay is a component of the U.S. Geological Survey, Woods Hole Science Center's, Gulf of Mexico GIS database.  The Gulf of Mexico GIS database is intended to organize and display USGS held data and provide on-line (WWW) access to the data and/or metadata.
A two week cruise aboard the R/V GYRE focused on mapping surficial sedimentary processes and their connection to the subsurface geology.  The study area was on the upper continental slope in the northwestern Gulf of Mexico; an area of active hydrocarbon exploration. Active salt movement, hydrocarbon movement up faults, the presence of gas hydrates associated with biogenic and thermogenic methane, and overpressured sand deposits all present hazards to oil exploration in this area.  This study used sidescan sonar and high-resolution chirp subbottom profiling techniques to map the surficial and shallow subsurface expression of these processes in two areas roughly 15 by 25 km in size.  High-resolution multi-channel seismic-reflection data were collected simultaneously with the sidescan imagery to provide a link to the deeper subsurface. Additional multi-channel and Huntec seismic data were collected along regional lines between the detailed study areas to tie these studies to other areas of known hydrates and to wells where shallow overpressured sands have been drilled.
The detailed studies attempted to map entire geological systems in this upper slope environment to provide a broader perspective than can be seen from studying a single lease block.  One study area focused on two adjacent salt withdrawal basins to assess the processes that are shaping the flanks of the basins, the processes affecting sedimentation in the basin floors, and to compare the deeper structures and surficial processes between the basins.  The second study area focused on three salt domes, the processes associated with them, and how they affect the shallow subsurface stratigraphy. Initial observations suggest that most of the surface and shallow subsurface geohazards are associated with the flanks of salt structures. Here active salt movement generates faults along which hydrocarbons can escape to the seafloor, and tectonic oversteepenning generates slope failures.

Tags: chirp, cmgp, coastal-and-marine-geology-program, continental-slope, datasonics-sis-1000, geoscientificinformation, geospatial-datasets, gulf-of-mexico, information-archives-field-activity-99002, location, louisiana-continental-slope, marine-geophysics, navigation, navigational-data, oceans, point-shapefile, seg-y, seismic-reflection, u-s-geological-survey, usgs, usgs-32cfd47f-ddf5-49b9-8141-2df6ca6448a2, woods-hole-science-center
Organization: Department of the Interior
Airborne geophysical survey: Central New Mexico North, New Mexico Survey Part 2 of 3

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-new-mexico-north, f35019-guadalupe, f35057-torrance, field-monitoring-stations, geophysical-surveys, geophysics, geospatial-datasets, magnetic, magnetic-field-earth, magnetic-surveys, new-mexico, nm, residual-magnetic-field, total-field, united-states, usgs-32bddb89-c093-4c2d-98de-83af5e816498
Organization: Department of the Interior
Assessing the Effectiveness of Nourishment in Decadal Barrier Island Morphological Resilience: Model Inputs and Outputs (Storm_114_Elevations_N)

Using version 5527 of the XBeach numerical model (Roelvink and others, 2009), barrier island morphological change was simulated at Dauphin Island, Alabama (AL), for a 30-year forecast of multiple storms and sea level rise, considering scenarios of no-action and beach and dune nourishment as described in Passeri and others (2021). The two-dimensional XBeach model can be applied to barrier islands to solve for time-dependent topography and bathymetry. The XBeach model setup requires the input of topographic and bathymetric elevations at each grid cell. Model inputs and outputs in the form of topography and bathymetry at each grid cell are provided in this data release. For further information regarding model input generation and visualization of model output, refer to Passeri and others (2021).

Tags: alabama, barrier-island-migration, bathymetry, coastal-processes, dauphin-island, digital-elevation-models, elevation, geomorphology, geoscientificinformation, gulf-of-mexico, marine-geology, morphologic-change, oceans, sea-level-change, spcmsc, st-petersburg-coastal-and-marine-science-center, storm-surge, topography, u-s-geological-survey, usgs, usgs-26107e8a-ee50-459e-876b-42efbf419945
Organization: Department of the Interior
Airborne geophysical survey: Blue Eagle Mountain, Nevada

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, blue-eagle-mountain, eastern-nevada, eastern-nv, f32023-nye, field-monitoring-stations, geophysical-surveys, geophysics, geospatial-datasets, magnetic, magnetic-field-earth, magnetic-surveys, nevada, nv, residual-magnetic-field, total-field, united-states, usgs-333f5a0a-3fa6-4791-bec8-6f71d1115b17
Organization: Department of the Interior
j100sf.m77t and j100sf.h77t: MGD77T data and header files for single-beam bathymetry data for field activity J-1-00-SF in Grizzly Bay and Suisun Bay from 03/13/2000 to 03/14/2000

Single-beam bathymetry data along with GPS navigation data was collected as part of the U.S. Geological Survey cruise J-1-00-SF. The cruise was conducted in Grizzly Bay and Suisun Bay in the San Francisco Bay area, California from March 13 to March 14, 2000. The chief scientist was John Chin from the USGS Coastal and Marine Geology office in Menlo Park, CA. The purpose of this cruise was to study San Francisco Bay's response of bed morphology and surficial sediment texture to flow events.
These data are reformatted from space-delimited ASCII text files located in the Coastal and Marine Geology Program (CMGP) InfoBank field activity catalog at http://walrus.wr.usgs.gov/infobank/j/j100sf/html/j-1-00-sf.meta.html into MGD77T format provided by the NOAA's National Geophysical Data Center(NGDC). The MGD77T format includes a header (documentation) file (.h77t) and a data file (.m77t). More information regarding this format can be found in the publication listed in the Cross_reference section of this metadata file.

Tags: bathymetry, bathymetry-and-elevation, bathymetry-measurement, city-of-san-francisco, distributions, geoscientificinformation, grizzly-bay, marine-geology, marine-geophysics, northern-california, oceans, san-francisco-bay, seafloor-topography, single-beam-bathymetry, single-beam-echo-sounder, state-of-california, suisun-bay, usgs-32990372-650c-4932-9f32-2dbc8756f6a6, water-depth
Organization: Department of the Interior
Major land uses in the United States

This is a polygon coverage of major land uses in the United
States.  The source of the coverage is the map of major land
uses in the National Atlas, pages 158-159, which was adapted
from U.S.  Department of Agriculture, "Major Land Uses in the
United States," by Francis J. Marschner, revised by James
R. Anderson, 1967.

Tags: environment, geoscientificinformation, inlandwaters, land-use, usgs-32871402-eeba-451b-a182-3452b17319c5
Organization: Department of the Interior
Digital Shoreline Analysis System version 4.3 transects and long-term linear regression shoreline change statistics without shorelines from 1970s and 1994 within the Outer Cape Cod coastal region from Long Point in Provincetown to Monomoy Island (OuterCapeCod_transects_rates_LTwo.shp)

Due to continued coastal population growth and increased threats of erosion, current data on trends and rates of shoreline movement are required to inform shoreline and floodplain management. The Massachusetts Office of Coastal Zone Management launched the Shoreline Change Project in 1989 to identify erosion-prone areas of the coast. In 2001, a 1994 shoreline was added to calculate both long- and short-term shoreline change rates at 40-meter intervals along ocean-facing sections of the Massachusetts coast.
The Coastal and Marine Geology Program of the U.S. Geological Survey (USGS) in cooperation with the Massachusetts Office of Coastal Zone Management, has compiled reliable historical shoreline data along open-facing sections of the Massachusetts coast under the Massachusetts Shoreline Change Mapping and Analysis Project 2013 Update. Two oceanfront shorelines for Massachusetts (approximately 1,800 km) were (1) delineated using 2008/09 color aerial orthoimagery, and (2) extracted from topographic LIDAR datasets (2007) obtained from NOAA's Ocean Service, Coastal Services Center. The new shorelines were integrated with existing Massachusetts Office of Coastal Zone Management and USGS historical shoreline data in order to compute long- and short-term rates using the latest version of the Digital Shoreline Analysis System (DSAS).

Tags: accretion, atlantic-coast, baseline, cape-cod, cmgp, coastal-and-marine-geology-program, coastal-processes, digital-shoreline-analysis-system, dsas, erosion, esri-polyline-shapefile, geoscientificinformation, geospatial-datasets, historic-shoreline, linear-regression-rate, long-term, lrr, massachusetts, massachusetts-office-of-coastal-zone-management, monomoy-island, net-shoreline-movement, new-england, nsm, oceans, provincetown, sce, shoreline, shoreline-change-envelope, shoreline-change-rate, transect, u-s-geological-survey, united-states, usgs, usgs-32843c18-22d7-44ef-9c4c-5e2ab25d26d3, whcmsc, woods-hole-coastal-and-marine-science-center
Organization: Department of the Interior
Location and analyses of sediment samples collected on Stellwagen Bank during U.S. Geological Survey field activity 2019-008-FA, aboard the R/V Auk, July 30, 31, and August 1, 2019 (ver. 1.1, May 2023)

This field activity is part of the effort to map geologic substrates of the Stellwagen Bank National Marine Sanctuary region off Boston, Massachusetts. The overall goal is to develop high-resolution (1:25,000) interpretive maps, based on multibeam sonar data and seabed sampling, showing surficial geology and seabed sediment dynamics. This cruise was conducted in collaboration with the Stellwagen Bank National Marine Sanctuary, and the data collected will aid research on the ecology of fish and invertebrate species that inhabit the region. The Sanctuary's research vessel, R/V Auk, visited 53 locations on Stellwagen Bank at which a customized Van Veen grab sampler (SEABOSS) equipped with a video camera and a CTD was deployed in drift mode to collect sediment for grain-size analysis, video imagery of the seabed, and measurements of water column properties.

Tags: atlantic-ocean, cmhrp, coastal-and-marine-hazards-and-resources-program, field-monitoring-stations, geoscientificinformation, grab-sampling, grain-size-analysis, ground-truth, location, marine-geology, massachusetts, massachusetts-bay, national-oceanic-and-atmospheric-administration, noaa, north-america, oceans, sbnms, sea-floor-characteristics, sea-floor-samples, seabed-observation-and-sampling-system, seaboss, sediment-analysis, sediment-samples, stellwagen-bank, stellwagen-bank-national-marine-sanctuary, u-s-geological-survey, united-states, usgs, usgs-3282b5f7-8a63-4fc3-96ef-3d5aa963736c, whcmsc, woods-hole-coastal-and-marine-science-center
Organization: Department of the Interior
Hydrological Data Concerning Submarine Groundwater Discharge Along the Western Margin of Indian River Lagoon, East-Central Florida-December 2016 and January 2017

Stretching along approximately 200 kilometers (km) of the Atlantic Coast of central Florida, Indian River Lagoon is one of the most biologically diverse estuarine systems in the continental United States. This shallow, brackish lagoon varies in width from about 0.5–9.0 km, with substantial human infrastructure lining both shores. Scientists from the U. S. Geological Survey (USGS) St. Petersburg Coastal and Marine Science Center used continuous resistivity profiling (CRP), a towed electronic array, to investigate submarine groundwater discharge at Eau Gallie North, a study site located along the western shore of the central section of Indian River Lagoon. The CRP array was towed behind a boat along five shore-parallel transects located between 125-750 meters (m) offshore and traversing ~ 1.5 km along north-south transects. Additional, subsequent resistivity surveys will be conducted along these same tracklines, at various times to determine temporal variability. Since resistivity is a function of both geology and salinity, it is assumed that temporal shifts will reflect salinity changes, as the underlying geology will be presumed to remain constant.

Tags: atlantic-ocean, coastal-lagoons, estuary, florida, geology, geophysics, geoscientificinformation, groundwater, hydrology, indian-river-lagoon, lagoon-bottom, location, resistivity, stratigraphy, submarine-aquifer, u-s-geological-survey, usgs, usgs-32806151-c2af-40a8-a8cb-8affd0a910e1
Organization: Department of the Interior
Airborne geophysical survey: Weepah Springs (Seaman Range), Nevada

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, f32017-lincoln, f32023-nye, field-monitoring-stations, geophysical-surveys, geophysics, geospatial-datasets, magnetic, magnetic-field-earth, magnetic-surveys, nevada, nv, residual-magnetic-field, seaman-range, southeastern-nevada, southeastern-nv, total-field, united-states, usgs-3265b18b-c602-45d3-a449-22d4b23e7547, weepah-springs
Organization: Department of the Interior
Habitat--Offshore of Carpinteria, California

This part of DS 781 presents habitat data in the Offshore of Carpinteria map area, California. The vector data file is included in "Habitat_OffshoreCarpinteria.zip," which is accessible from https://pubs.usgs.gov/ds/781/OffshoreCarpinteria/data_catalog_OffshoreCarpinteria.html. These data accompany the pamphlet and map sheets of Johnson, S.Y., Dartnell, P., Cochrane, G.R., Golden, N.E., Phillips, E.L., Ritchie, A.C., Kvitek, R.G., Greene, H.G., Endris, C.A., Seitz, G.G., Sliter, R.W., Erdey, M.D., Wong, F.L., Gutierrez, C.I., Krigsman, L.M., Draut, A.E., and Hart, P.E. (S.Y. Johnson and S.A. Cochran, eds.), 2013, California State Waters Map Series—Offshore of Carpinteria, California: U.S. Geological Survey Scientific Investigations Map 3261, 42 p., 10 sheets, scale 1:24,000, https://doi.org/10.3133/sim3261.
Potential marine benthic habitat maps were constructed using multibeam echosounder (MBES) bathymetry and backscatter data. The habitats were based on substrate types and documented or "ground truthed" using underwater video images and seafloor samples obtained by the USGS. These maps display various habitat types that range from flat, soft, unconsolidated sediment-covered seafloor to hard, deformed (folded), or highly rugose and differentially eroded bedrock exposures.

Tags: benthos, bight, borderland, california, carpinteria, cmhrp, coastal-and-marine-hazards-and-resources-program, continental-island-shelf, distributions, environment, geoscientificinformation, geospatial-datasets, habitat, habitats, imagerybasemapsearthcover, maps-and-atlases, marine-nearshore-subtidal, marine-offshore-subtidal, oceans, pacific-coastal-and-marine-science-center, pacific-ocean, pcmsc, physical-habitats-and-geomorphology, rincon-creek, rock-substrate, santa-barbara-channel, santa-barbara-county, sea-floor-characteristics, seabed, southern-california-bight-ecoregion, toro-canyon, transform-continental-margin, u-s-geological-survey, unconsolidated-mineral-substrate, usgs, usgs-32645e3f-803b-44e8-bc50-c6e86a41050f, ventura-county
Organization: Department of the Interior