AndreaBozzo/ceres-open-data-index huggingface dataset:
Beach Profile Data Collected from Sand Key Beach in Clearwater, Florida (December 7, 2020)

This dataset, prepared by the U.S. Geological Survey (USGS) St. Petersburg Coastal and Marine Science Center (SPCMSC), provides beach profile data collected at Sand Key Beach in Clearwater, Florida. Data were collected on foot by a person equipped with a Global Positioning System (GPS) antenna affixed to a backpack outfitted for surveying location and elevation data (XYZ) along pre-determined transects. The horizontal position data are given in the Universal Transverse Mercator (UTM) projected coordinate system, Zone 17 North (17N), referenced to the North American Datum of 1983 (NAD 83); the elevation data are referenced to the North American Vertical Datum of 1988 (NAVD 88), GEOID12B vertical coordinate system.

Tags: altimetry, bathymetry-and-elevation, beach, clearwater, cmhrp, coastal-and-marine-hazards-and-resources-program, distributions, earth-science-gt-land-surface-gt-topography-gt-terrain-elevation, earth-science-gt-oceans-gt-coastal-processes-gt-beaches, elevation, elevation-data, florida, geology, geomorphology, geoscientificinformation, global-positioning-system-gps-observations, gps-measurement, gulf-of-mexico, marine-geology, oceans, providers-gt-government-agencies-u-s-federal-agencies-gt-doi-gt-usgs-gt-doi-usgs-cmg-gt-coastal, sand-key, spcmsc, st-petersburg-coastal-and-marine-science-center, topographic-mapping, topography, u-s-geological-survey, usgs, usgs-378fe9e2-9ff3-4938-937e-ffb2d2d8c507
Organization: Department of the Interior
Benthic habitat map of the U.S. Coral Reef Task Force Watershed Partnership Initiative Kaanapali priority study area and the State of Hawaii Kahekili Herbivore Fisheries Management Area, west-central Maui, Hawaii

A benthic habitat polygon coverage has been created of the coral reef ecosystem within the U.S. Coral Reef Task Force Watershed Partnership Initiative Kaanapali priority study area and the State of Hawaii Kahekili Herbivore Fisheries Management Area, West-Central Maui, Hawaii. Polygons were hand-digitized from visual interpretation of QuickBird-2 satellite imagery (2005), and SHOALS bathymetry data. We also utilized in situ knowledge from underwater photography and videography (2002-2011), side-scan sonar data, and diver and snorkeler observations. The polygons have attributes for Main Structure/Substrate, Dominant Structure/Substrate, Major Biological Cover, Percent of Major Biological Cover, Reef Zone, Unique ID, and measurements of Area (in square meters) of each polygon.

Tags: aquatic-ecosystems, assessments, benthic-ecosystems, benthic-habitat, benthos, biosphere, biota, boundaries, cmgp, coastal-and-marine-geology-program, coastal-processes, coral-reefs, earth-science, geoscientificinformation, geospatial-datasets, habitat, habitats, hanakaoo-beach-park, hawaii, honokowai-beach-park, imagerybasemapsearthcover, kaanapali, kekaa-point, mapping, marine-ecosystems, maui, oceans, pacific-coastal-and-marine-science-center, pcmsc, sea-floor-characteristics, u-s-geological-survey, usgs, usgs-378ca530-ddbc-49f6-b5da-0fce9c0512ac
Organization: Department of the Interior
Umpqua River Oregon Coast Range PhotoMosaic 1939

The Umpqua River drains 12,103 square kilometers (4,673 square miles) in southwest Oregon before flowing 
into the Pacific Ocean at Winchester Bay near the city of Reedsport. In cooperation with the Portland District 
of the U.S. Army Corps of Engineers (USACE), the USGS evaluated sediment transport and gravel storage 
along the downstream alluvial reaches of the North and South Umpqua Rivers and the entire mainstem Umpqua 
River. This includes the lower 46.8 kilometers (29.1 miles) of the North Umpqua River and the lower 122.6 
kilometers (76.2 miles) of the South Umpqua River. 
	 
The Umpqua River gravel transport study involved multiple analyses, including tracking patterns of historical 
channel change and estimation of a sediment budget. To support these analyses, digital channel maps were 
produced to depict channel and floodplain conditions along the Umpqua River system from different time periods.
		
GIS layers defining the active channel of the Umpqua River system were developed for three time periods: 1939, 
1967, and 2005. For the South Umpqua River and the 19 kilometers (12 miles) of the mainstem Umpqua River 
downstream from the confluence of the North and South Umpqua Rivers, GIS layers were also developed for the 
time periods 1994, 2000, 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 active channel datasets 
were developed by digitizing from aerial photographs. Aerial photographs from 1939 and 1967 were scanned, rectified, 
and mosaiced for this project. Digital orthophotographs from 1994, 2000, 2005, and 2009 are publicly available 
(See metadata for each photograph set for more information on the rectification process and resolution of each dataset). 
Although our study area encompasses the Umpqua River and lower reaches of the North and South Umpqua Rivers, 
the extent of each dataset depended upon the underlying aerial photographs; for example, the 1967 photographs extend 
only as far downstream as floodplain kilometer 7, whereas the 1939 and 2005 datasets extend to the mouth of the 
Umpqua River at the Pacific Ocean.

Tags: active-channel, douglas-county, environment, fluvial-geomorphology, geoscientificinformation, inlandwaters, oregon, sediment-transport, umpqua-river, usgs-37831d7a-3562-457a-b259-75172f0be1e4
Organization: Department of the Interior
Missouri River bed elevations near Omaha Public Power District transmission tower surveyed during 2011 flood on August, 31

A RESON SeaBat™ 7125 multibeam echosounder in conjunction with an Applanix Position Orientation Solution for 
Marine Vessels (POS MV™) WaveMaster system motion sensor, HYPACK®/HYSWEEP® navigation software, and 
Ashtech Z-Xtreme GPS receivers or Trimble R8 receivers was used to survey the Missouri River bed at 15 pipeline 
crossings at four different locations, at three power plant locations, and at one transmission tower during the 2011 
flood event.  The format of this data is a grid with each cell covering 0.5 meter by 0.5 meter.  The elevation value 
(North American Vertical Datum, NAVD88) represented by each cell is the most probable elevation for that cell 
based on calculated Total Propagated Uncertainty (TPU) as calculated in Caris HIPS and SIPS software.  
Calculated TPS values are then used by Caris to create a Combined Uncertainty and Bathymetric Estimator 
(CUBE) surface.  The surface grid was used to export the cell centroid position (Northing, Easting in UTM zone 
14 North, in meters) along with the cell elevation (referenced to NAVD88, in meters) to create the text file.  
The data were collected by the U.S. Geological Survey in cooperation with the Environmental Protection Agency 
(EPA) and the Omaha Public Power District (OPPD).

Tags: bathymetry, dakota-county, environment, geoscientificinformation, inlandwaters, iowa, missouri-river, multibeam-sonar, nebraska, terrain, topography, usgs-37801ab7-510f-472b-80e4-f66a6013da5d, woodbury-county
Organization: Department of the Interior
Location and analyses of sediment samples collected at Marconi Beach, Wellfleet during field activity 2021-022-FA on March 10, 2021 (ver. 2.0, December 2023)

The data in this publication map the beach and nearshore environment at Marconi Beach in Wellfleet, MA and provide regional context for the 2021 CoastCam installation that looks out at the coast shared by beachgoers, shorebirds, seals, and sharks. These data were collected as part of field activity 2021-022-FA and a collaboration with the National Park Service at Cape Cod National Seashore to monitor the region that falls within the field of view of CoastCam CACO-02, which are two video cameras aimed at the beach. Starting in February and ending in March 2021, U.S. Geological Survey and Woods Hole Oceanographic Institution (WHOI) scientists conducted field surveys to collect position and orientation information for the CoastCam cameras and map the field of view. Two new reference marks were established in the Marconi Beach parking area to establish ground control for future surveys. Elevation data were collected using a real time kinematic – satellite navigation system (RTK-GNSS) receiver attached to a pole and walked on the beach. Point data of the beach face were collected along transects. Grain-size analysis was performed on sediment samples collected with a spade along multiple profiles from the bluff base to the intertidal zone. 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) and 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 survey vehicle. 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, geoscientificinformation, geospatial-datasets, grain-size-analysis, location, marine-geology, massachusetts, oceans, sediment-samples, u-s-geological-survey, united-states, usgs, usgs-377b0c46-d7d4-4f12-894e-9cb7fbe2f555, wellfleet, whcmsc, woods-hole-coastal-and-marine-science-center
Organization: Department of the Interior
5 minute Navigation fixes for cruise R/V ASTERIAS 81-2 (81_2NAVP)

This GIS layer contains the shiptrack navigation collected aboard the RV ASTERIAS during a 1981 geophysical cruise to Block Island Sound and easternmost Long Island Sound.

Tags: 1981, arcview, asterias, block-island-sound, boomer-data, coastal-and-marine-geology-program, coastal-and-marine-geology-team, connecticut, connecticut-department-of-environmental-protection, geophysical-data, geospatial-datasets, lines, location, long-island-sound, marine-geology, marine-geophysics, navigation, navigational-data, new-york, oceans, shapefile, ship-track, sub-bottom-profiling, u-s-geological-survey, usgs, usgs-373b3b4e-9dee-4e48-b69c-4684b8e727b8, woods-hole-field-center
Organization: Department of the Interior
Historic and projected streamflow for the southwestern United States (1975-2099)

We projected future streamflow outcomes arising from climate change for 
the southwestern United States during the 21st century due to climate 
change under two possible greenhouse gas concentration pathways 
(RCP4.5 and 8.5). The results inform water managers about the future 
risks of drought in their water resource regions by providing bounds on 
the possible locations and extents of streamflow loss. To get to these 
results, we used downscaled future and historical climate data from seven 
models to drive a new, calibrated SPAtially Referenced Regression On 
Watershed attributes (SPARROW) streamflow model (Wise and others, 
2019, Miller and others, 2020). Temperature and precipitation data come 
from the NASA Earth Exchange (NEX) Downscaled Climate Projections 
(NEX-DCP30, Thrasher and others, 2013 and Thrasher and others, 2015), 
and actual and potential evapotranspiration come from the NEX-DCP30 
temperature and precipitation used in the Monthly Water Balance Model 
(MWBM, Hostetler and Alder, 2016 and Alder, 2017a,b,c). This data set 
comprises climate data preprocessing code to convert the gridded, 
monthly-scale climate data to reach scale multidecadal averages for the 
intervals 1975-2005, 2020-2049, 2040-2069 and 2070-2099, the model 
input (data1) and model control files, the model code, model results files, 
and code to post-process and analyze the streamflow model results. The 
raw climate data (NEX-DCP30, MWBM), and SPARROW model calibration 
documentation are publicly available elsewhere and are cross linked with 
this data release (see crossref section). The full data preparation, modeling, 
and analysis methods, as well as results are described in Miller and others, 
(2021)

Tags: arizona, california, colorado, environment, geoscientificinformation, geospatial-analysis, hydrology, idaho, inlandwaters, louisiana, mathematical-modeling, nevada, new-mexico, oregon, texas, usgs-3737d47a-75ba-43d8-970d-3dcc7d1e3aeb, utah, water-supply-and-demand
Organization: Department of the Interior
Color Shaded-Relief GeoTIFF Image Showing the 2-m Bathymetry Generated from National Oceanic and Atmospheric Administration (NOAA) Survey H11922 in Rhode Island Sound (H11922_2MMB_GEO.TIF, Geographic, WGS84)

The U.S. Geological Survey (USGS), in cooperation with the National Oceanic and Atmospheric Administration (NOAA), is producing detailed geologic maps of the coastal sea floor. Bathymetry, originally collected by NOAA for charting purposes, provides a fundamental framework for research and management activities off southern New England, shows the composition and terrain of the seabed, and provides information on sediment transport and benthic habitat. During July-August 2008 NOAA completed hydrographic survey H11922 west of Gay Head, Massachusetts, in Rhode Island Sound and during July and September 2010 bottom photographs and surficial sediment data were acquired as part of ground-truth reconnaissance surveys of this area. Interpretations were derived from the multibeam echo-sounder data and the ground-truth data used to verify them. For more information on the ground-truth surveys see http://quashnet.er.usgs.gov/data/2010/10033/ and http://quashnet.er.usgs.gov/data/2010/10005/

Tags: aquinnah, atlantic-ocean, bathymetry, cmgp, coastal-and-marine-geology-program, computational-methods, cuttyhunk-island, elevation, gay-head, geospatial-datasets, geotiff, h11922, image, marine-geophysics, massachusetts, multibeam-bathymetry, multibeam-sonar, national-oceanic-and-atmospheric-administration, noaa, noaa-ship-thomas-jefferson, noaa-survey-h11922, nomans-land, north-america, oceans, ofr-2011-1004, open-file-report-2011-1004, reson-7125, reson-8101, reson-8125, rhode-island-sound, sea-floor-characteristics, u-s-east-coast, u-s-geological-survey, united-states, usgs, usgs-3732876d-9ffc-48ec-9f0f-c837bee61f89, whcmsc, woods-hole-coastal-and-marine-science-center
Organization: Department of the Interior
Single-Beam XYZ Point Coastal Bathymetry Data Collected in May 2015 from Fire Island, New York, from the Wilderness Breach and Shoreface

Scientists from the U.S. Geological Survey St. Petersburg Coastal and Marine Science Center in St. Petersburg, Florida, conducted a bathymetric survey of Fire Island, New York, from May 6 to 20, 2015. The U.S. Geological Survey is involved in a post-Hurricane Sandy effort to map and monitor the morphologic evolution of the wilderness breach as a part of the Hurricane Sandy Supplemental Project GS2-2B. During this study, bathymetry data were collected with single-beam echosounders and Global Positioning Systems, which were mounted to personal watercraft, along the Fire Island shoreface and within the wilderness breach. Additional bathymetry and elevation data were collected using backpack Global Positioning Systems on flood shoals and in shallow channels within the wilderness breach.

Tags: bathymetry, doi-usgs-cmg-gt-coastal-and-marine-geology-u-s-geological-survey-u-s-department-of-interior, elevation, fire-island, fire-island-national-seashore, geoscientificinformation, hurricane-sandy, hurricane-sandy-supplemental-fire-island, interferometry, long-island, marine-geology, new-york, ocean-gt-coastal-processes-gt-barrier-islands, ocean-gt-coastal-processes-gt-beaches, oceans, single-beam-echosounder, u-s-geological-survey, united-states, usgs-37230cf4-af27-4556-be12-f02563197922
Organization: Department of the Interior
Survey lines along which interferometric and multibeam bathymetric sonar data were collected by the U.S. Geological Survey and the National Oceanic and Atmospheric Administration offshore of Massachusetts between Duxbury and Hull (DH_BathyTrackline shapefile, Geographic, WGS84)

These data were collected under a cooperative agreement with the Massachusetts Office of Coastal Zone Management (CZM) and the U.S. Geological Survey (USGS), Coastal and Marine Geology Program, Woods Hole Science Center (WHSC). Initiated in 2003, the primary objective of this program is to develop regional geologic framework information for the management of coastal and marine resources. Accurate data and maps of sea-floor geology are important first steps toward protecting fish habitat, delineating marine resources, and assessing environmental changes due to natural or human impacts. The project is focused on the inshore waters (5-30 m deep) of Massachusetts between the New Hampshire border and Cape Cod Bay. Data collected for the mapping cooperative have been released in a series of USGS Open-File Reports (http://woodshole.er.usgs.gov/project-pages/coastal_mass/html/current_map.html). This spatial dataset is from the study area located between Duxbury and Hull Massachusetts, and consists of high-resolution geophysics (bathymetry, backscatter intensity, and seismic reflection) and ground validation (sediment samples, video tracklines and bottom photographs). The data were collected during four separate surveys conducted between 2003 and 2007 (NOAA survey H10993 in 2003, USGS-WHSC survey 06012 in 2006, and USGS-WHSC surveys 07001 and 07003 in 2007) and cover more than 200 square kilometers of the inner continental shelf.

Tags: 2003, 2006, 2007, atlantic-ocean, bathymetry, boston-south-shore, brant-rock, cape-cod-bay, cmgp, coastal-and-marine-geology-program, duxbury-bay, duxbury-beach, geospatial-datasets, hull-bay, interferometry, location, marine-geology, marine-geophysics, marshfield, massachusetts, massachusetts-bay, multibeam-bathymetry, nantasket-beach, navigation-tracklines, navigational-data, noaa-hydrographic-survey-registry-number-h10993, noaa-launch-1005, noaa-launch-1014, noaa-ship-thomas-jefferson, north-america, oceans, r-v-megan-t-miller, r-v-rafael, reson-8101, reson-8125, scituate, sea-floor, sea-submetrix, sea-swathplus, seafloor, surface, swath-bathymetry, u-s-geological-survey, united-states, usgs, usgs-371364fc-53fb-4b9d-b8dc-0f520a5e69b6, whsc, whsc-field-activity-serial-number-06012, whsc-field-activity-serial-number-07001, woods-hole-science-center
Organization: Department of the Interior
Projections of wave heights for Whatcom County, Northwest Washington State coast (2015-2100)

Projected wave heights associated with compound coastal flood hazards for existing and future sea-level rise (SLR) and storm scenarios are shown for Whatcom County, Washington, in a series of raster geotiff files. Projections were made using a system of numerical models driven by output from Global Climate Models (GCMs) from the Coupled Model Intercomparison Project Phase 5 (CMIP5). The resulting data are water levels of projected flood hazards along the Whatcom County coast due to sea level rise and plausible future storm conditions that consider the changing climate and natural variability. In addition to sea-level rise, flood simulations run by these numerical models included dynamic contributions from tide, storm surge, wind, waves, river discharge, and seasonal sea-level fluctuations. Outputs include waves from combinations of SLR scenarios (0, 0.25, 0.5, 1.0, 1.5, 2.0, 2.5, 3.0 and 5.0 m) storm conditions including 1-year, 5-year, 10-year, 20-year, 50-year and 100-year return interval storms and a background condition (no storm - astronomic tide and average atmospheric conditions). The annual average King Tide is also provided and includes mean storm surge occurring during King Tides.

Tags: beaches, bellingham, blaine, climate-change, climatologymeteorologyatmosphere, cmhrp, coastal-and-marine-hazards-and-resources-program, coastal-erosion, earth-sciences, effects-of-climate-change, erosion, extreme-weather, floods, hazards-planning, mathematical-modeling, ocean-waves, ocean-winds, oceans, pacific-coastal-and-marine-science-center, pcmsc, physical-habitats-and-geomorphology, puget-sound, salish-sea, sea-level-change, sea-level-rise, state-of-washington, storm-surge, storms, u-s-geological-survey, usgs, usgs-37072814-94b7-4681-a413-8dcc57512ed6, wave-heights, waves, whatcom-county, wind
Organization: Department of the Interior
2013 USACE Oahu Lidar-Derived Dune Crest, Toe and Shoreline

The Storm-Induced Coastal Change Hazards component of the National Assessment of Coastal Change Hazards project focuses on understanding the magnitude and variability of extreme storm impacts on sandy beaches. Lidar-derived beach morphologic features such as dune crest, toe and shoreline help define the vulnerability of the beach to storm impacts. This dataset defines the elevation and position of the seaward-most dune crest and toe and the mean high water shoreline derived from the 2013 U.S. Army Corps of Engineers (USACE) Oahu lidar survey. Beach width is included and is defined as the distance between the dune toe and shoreline along a cross-shore profile. The beach slope is calculated using this beach width and the elevation of the shoreline and dune toe.

Tags: cmgp, coastal-and-marine-geology-program, coastal-processes, elevation, environment, geoscientificinformation, hawaii, hazards, marine-geology, oahu, ocean-sciences, oceans, pacific-ocean, spcmsc, st-petersburg-coastal-and-marine-science-center, u-s-geological-survey, united-states-of-america, usgs, usgs-36f995c3-6ced-4639-b02f-2d7889db08a6
Organization: Department of the Interior
Bathymetry from multibeam echosounder data collected offshore of Morro Bay, California

This part of USGS Data Series 781 (Golden, 2019) presents 2-m-resolution bathymetry data for the Offshore of Morro Bay, California, map area. Bathymetry data were collected by Fugro Pelagos in 2008 using a combination of 400-kHz Reson 7125, 240-kHz Reson 8101, and 100-kHz Reson 8111 multibeam echosounder systems. The data were post-processed by the California State University Monterey Bay Seafloor Mapping Lab and the University of California Santa Cruz Center for Integrated Spatial Research. The bathymetry data are available as a georeferenced TIFF image.

Tags: bathymetry, bathymetry-and-elevation, bathymetry-measurement, cmhrp, coastal-and-marine-hazards-and-resources-program, elevation, field-observation, geoscientificinformation, geospatial-datasets, image-mosaics, marine-geophysics, morro-bay, multibeam-sonar, pacific-coastal-and-marine-science-center, pcmsc, san-luis-obispo-county, sea-floor-characteristics, seabed, state-of-california, u-s-geological-survey, usgs, usgs-36d05995-0560-4e2d-a9fb-2f0e09205058
Organization: Department of the Interior
DS926 Digital surfaces and thicknesses of selected hydrogeologic units of the Floridan aquifer system in Florida and parts of Georgia, Alabama, and South Carolina -- Raster surface generated for the "freshwater" thickness of the Floridan aquifer system

Digital surfaces and thicknesses of selected hydrogeologic units of the Floridan aquifer system 
were developed to define an updated hydrogeologic framework as part of the U.S. Geological 
Survey Groundwater Resources Program. This feature class contains a gridded surface depicting 
the thickness in feet of the "freshwater" part of the FAS. Thickness generated by subtracting the 
altitude of the 10,000 mg/L boundary from the altitude of the top of the FAS.

Tags: 10000-mg-l, alabama, altitude, boundary, environment, fas, florida, floridan-aquifer-system, freshwater-zone, fwz_fas, geology, georgia, geoscientificinformation, gridded-surface, hydrogeology, inlandwaters, regional-groundwater-availability-study, south-carolina, stratigraphy, tds, thickness, total-dissolved-solids, united-states-geological-surveyraster, usgs, usgs-36d0363e-1dee-470c-b596-396131fcc150
Organization: Department of the Interior