AndreaBozzo/ceres-open-data-index huggingface dataset:
10cct02_MOSAIC_GC.tif - Composite sidescan-sonar mosaic collected by the U.S. Geological Survey in St. Petersburg, FL offshore of the Gulf Islands, MS, 2010 (UTM Zone 16N GeoTIFF)

In 2010, the U.S. Geological Survey in Woods Hole, MA and St. Petersburg, FL, in partnership with the U.S. Army Corps of Engineers, Mobile District conducted geologic mapping to characterize the seafloor and shallow subsurface stratigraphy offshore of the Gulf Islands of Mississippi. The mapping was carried out during two cruises in March, 2010 on the R/V Tommy Munro of Biloxi, MS. Data were acquired with the following equipment: an SEA Ltd SwathPlus interferometric sonar (both 234 kHz and 468 kHz systems), a Klein 3000 and a Klein 3900 dual frequency sidescan-sonar, and an Edgetech 512i chirp subbottom profiling system. The long-term goal of this mapping effort is to produce high-quality, high-resolution geologic maps and geophysical interpretations that can be utilized to identify sand resources within the region and better understand the Holocene evolution and anticipate future changes in this coastal system. More information on the field work can be accessed from the Woods Hole Coastal and Marine Science Center Field Activity webpage https://cmgds.marine.usgs.gov/fan_info.php?fan=2010-012-FA or the St. Petersburg Coastal and Marine Geology InfoBank https://walrus.wr.usgs.gov/infobank/m/m210gm/html/m-2-10-gm.meta.html.

Tags: backscatter, camille-cut, cat-island, cmgp, coastal-and-marine-geology-program, composite-image, dog-key-pass, east-ship-island, geoscientificinformation, geospatial-datasets, geotiff-image, grey-scale, gulf-islands, gulf-of-mexico, gulfport-ship-channel, horn-island, image-mosaics, imagerybasemapsearthcover, marine-geophysics, mississippi, mosaic, north-central-gulf-coast, oceans, petit-bois-island, sea-floor-acoustic-reflectivity, side-scan-sonar, sidescan, sidescan-sonar, st-petersburg-coastal-and-marine-science-center, st-petersburg-field-activity-serial-number-10cct02, u-s-geological-survey, united-states, usgs, usgs-e4bfd920-4898-49ec-a261-f65a54ec7c44, west-ship-island, whcmsc, woods-hole-coastal-and-marine-science-center
Organization: Department of the Interior
CMECS seafloor induration derived from multibeam echosounder data collected offshore of south-central California in support of the Bureau of Ocean Energy Management Cal DIG I, offshore alternative energy project

Seafloor induration (surface hardness) was derived from multibeam echosounder (MBES) and annotated underwater video data collected offshore of Morro Bay, California, from 2016 to 2020. MBES and underwater video data were collected in support of 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). Substrate observations from the underwater video were translated into Coastal and Marine Ecological Classification Standard (CMECS; Federal Geographic Data Committee, 2012) induration classes to use as training for a supervised classification of the MBES data. The induration raster is provided as a 10-meter resolution GeoTIFF.

Tags: bathymetry, cmhrp, coastal-and-marine-hazards-and-resources-program, distributions, expanding-pacific-research-and-exploration-of-submerged-systems, express, field-observation, geoscientificinformation, geospatial-datasets, image-mosaics, marine-geophysics, morro-bay, multibeam-sonar, pacific-coastal-and-marine-science-center, pcmsc, physical-habitats-and-geomorphology, sea-floor-acoustic-reflectivity, sea-floor-characteristics, seabed, seafloor-topography, state-of-california, substrate, u-s-geological-survey, usgs, usgs-6c1f99d9-2960-4ac8-8795-18665e488dd5, wind-energy-production
Organization: Department of the Interior
LANDFIRE Remap Scott and Burgan Fire Behavior Fuel Model (FBFM40) Micronesia

LANDFIRE’s (LF) 2016 Remap (Remap) Scott and Burgan Fire Behavior Fuel Model 40 (FBFM40) product represents distinct distributions of fuel loadings found among surface fuel components (live and dead), size classes, and fuel types (Scott &amp; Burgan 2005). The fuel models are described by the most common fire carrying fuel type (grass, brush, timber, or slash), loading and surface area-to-volume ratio by size class and component, fuel bed depth, and moisture of extinction. FBFM40 contains more fuel models for every fuel type than Anderson Fire Behavior Fuel Model 13 (FBFM13), and the number of fuel models representing relatively High dead fuel moisture content is increased. In FBFM40 fuel models with an herbaceous component are dynamic, to simulate curing, rather than remaining constant. 
LF Remap used vegetation products and 10-years of disturbance data to create Fuel Vegetation Type (FVT), Fuel Vegetation Cover (FVC), and Fuel Vegetation Height (FVH) for disturbed areas to represent pre-disturbance scenarios in FBFM40. A combination of pre-disturbance and non-disturbance Existing Vegetation Type (EVT) are used to assign surface fuel models. FBFM40 was developed using 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.

Tags: biota, fbfm, fbfm40, federated-states-of-micronesia, fire-behavior-fuel-model-40, fires, geographic-information-systems, geospatial-datasets, hazard-preparedness, ia, image-collections, imagerybasemapsearthcover, insular-areas, landfire-2016-remap, lf-2016-remap, micronesia, oconus, raster-digital-data, remote-sensing, scott-and-burgan-fire-behavior-fuel-model, u-s-forest-service-usfs, u-s-geological-survey-usgs, united-states, us, usgs-7f357110-2db1-4b3b-9f89-a765803e0e71
Organization: Department of the Interior
Water pressure/depth, velocity, and turbidity time-series data from CHC13 Tidal creek stations in San Pablo Bay and China Camp Marsh, California

Files contain hydrodynamic and sediment transport data for the location and deployment indicated. Time-series data of water depth, velocity, turbidity, and temperature were collected in San Pablo Bay and China Camp Marsh as part of the San Francisco Bay Marsh Sediment Experiments. Several instruments were deployed in tidal creek, marsh, mudflat, and Bay locations, gathering data on water depth, velocity, salinity/temperature, and turbidity. Deployment data are grouped by region (Bay channel (main Bay), Bay shallows, tidal creek, or marsh/mudflat/upper tidal creek). Users are advised to check metadata and instrument information carefully for applicable time periods of specific data, as individual instrument deployment times vary.

Tags: california, china-camp-state-park, cmgp, coastal-and-marine-geology-program, conductivity, ctd, ctd-measurement, current-meters, currents, inlandwaters, marin-county, marine-water-quality, ocean-waves, pacific-coastal-and-marine-science-center, pcmsc, physical-oceanography, pressure-sensors, salinity, san-pablo-bay, sediment-transport, shallow-water-habitat, suspended-sediment-concentration, tidal-height, tidal-shallows, time-series-datasets, turbidity, u-s-geological-survey, usgs, usgs-58b0b134e4b01ccd54fb2c6a, water-depth, water-level-measurements, water-pressure, water-temperature, wave-height, wave-height-gauges, wave-observations
Organization: Department of the Interior
Coastwide Reference Monitoring System (CRMS) 2005, 2008, 2012, 2015 and 2018 Site 0520 land-water matrix

Wetland restoration efforts conducted by the Coastal Wetlands Planning, Protection and Restoration Act (CWPPRA) in Louisiana rely on monitoring to determine the efficacy of these projects. The Coastwide Reference Monitoring System (CRMS) was developed to assist in a multiple-reference approach that uses aspects of hydrogeomorphic functional assessments and probabilistic sampling for monitoring. The CRMS program includes a suite of approximately 390 sites that encompass the range of hydrological and ecological conditions for each stratum. As part of CRMS, land and water classifications are created from Digital Orthophoto Quarter Quadrangles (DOQQs) approximately every three years at all CRMS sites. This dataset consists of a matrix of five land-water products (2005, 2008, 2012, YYYY and 2018).  The resulting matrix has 32 possible classes defined by the combination of land and water categories on those five dates.

Tags: alteration-of-wetland-habitats, cartography, coastal, coastal-louisiana, crms, doqq, emergent-wetland, forested-wetland, geographic-information-system, imagerybasemapsearthcover, land-water, louisiana, mapping, marsh, protection, restoration, scrub-shrub-wetland, state-of-louisiana, usgs-611f1367d34e40dd9c01d1f3, wetland, wetland-ecosystems, wetland-restoration
Organization: Department of the Interior
Sea-level rise and high tide flooding inundation probability and depth statistics at Dry Tortugas National Park, Florida

This dataset includes elevation-based probability and depth statistics for estimating inundation under various sea-level rise and high tide flooding scenarios in and around the National Park Service’s Dry Tortugas National Park. These datasets were developed using digital elevation model (DEM) from National Oceanic and Atmospheric Administration (NOAA). This data release includes results from analyses of two local sea-level rise scenarios for two-time steps — the Intermediate-Low and Intermediate-High for 2050 and 2100 from Sweet and others (2022). Additionally, this data release includes maps of inundation probability under the minor, moderate, and major high tide flooding thresholds defined by NOAA. We estimated the probability of an area being inundated under a given scenario using Monte Carlo simulations with 1,000 iterations. For an individual iteration, each pixel of the DEM was randomly propagated based on the lidar data uncertainty, while the sea-level rise and high tide flooding water level estimates were also propagated based on uncertainty in the sea-level rise estimate (Sweet and others, 2022) and tidal datum transformation, respectively. Moreover, the probability of a pixel being inundated was calculated by summing the binary simulation outputs and dividing by 1,000. Following, probability was binned into the following classes: 1) Unlikely, probability ≤0.33; 2) Likely as not, probability &gt;0.33 and ≤0.66; and 3) Likely, probability &gt;0.66. Finally, depth statistics were only recorded when depth was equal to or greater than 0. We calculated the median depth, 25th percentile, 75th percentile, and interquartile range using all the pixels that met this criterion. When utilizing the depth statistics, it is important to also consider the probability of this pixel being flooded. In other words, the depth layers may show some depth returns, but the pixel may have rarely been inundated for the 1,000 iterations.

Tags: dry-tortugas-national-park, environment, florida, health, national-park-service-south-atlantic-gulf-region, united-states, usgs-64fb35e1d34ed30c2055b073, wetland-ecosystems
Organization: Department of the Interior
FWS McGregor District Mast Hardwood Floodplain Forest Community

Due to a gap in information on regeneration of hard-mast trees in the floodplain, interpretation was completed of existing 8“/pixel aerial imagery delineating a detailed hardwood forest spatial dataset within the floodplain forest of the Fish and Wildlife Upper Mississippi National Wildlife &amp; Fish Refuge, McGregor District. The detailed map of bottomland hardwoods will allow for the identification of existing habitat and assess bottomland hardwood tree patterns to enable management of these areas.

Tags: floodplain-forest, forest-restoration, hardwoods, illinois, iowa, mast-trees, mcgregor-district, oak, pool-10, pool-11, pool-9, quercus-bicolor, regeneration, species-diversity, upper-mississippi-river, upper-mississippi-river-national-wildlife-amp-fish-refuge, usgs-5aa91399e4b0b1c392efaef4, wisconsin
Organization: Department of the Interior
0.5-m Bathymetric Grid of National Oceanic and Atmospheric Administration (NOAA) Survey H11077 in the Vicinity of Woods Hole, Massachusetts (H11077_05GEO, Geographic)

The U.S. Geological Survey (USGS), in cooperation with the National Oceanic and Atmospheric Administration (NOAA) and the Massachusetts Office of Coastal Zone Management (MA CZM), is producing detailed geologic maps of the coastal sea floor. Imagery, originally collected by NOAA for charting purposes, provides a fundamental framework for research and management activities along this part of the Massachusetts coastline, shows the composition and terrain of the seabed, and provides information on sediment transport and benthic habitat. Interpretive data layers were derived from multibeam echo-sounder and sidescan-sonar data collected in the vicinity of Woods Hole, a passage between the Elizabeth Islands and Cape Cod, Massachusetts.  In November 2007, bottom photographs, seismic-reflection profiles, and surficial sediment data were acquired as part of a ground-truth reconnaissance survey.

Tags: arcraster-grid, atlantic-ocean, barnstable-county, bathymetry, cape-cod, cmgp, coastal-and-marine-geology-program, elevation, elizabeth-islands, geospatial-datasets, great-harbor, grid, h11077, little-harbor, marine-geophysics, massachusetts, multibeam-bathymetry, multibeam-sonar, national-oceanic-and-atmospheric-administration, noaa, noaa-survey-h11077, nonamesset-island, north-america, oceans, ofr-2008-1104, open-file-report-2008-1004, penzance-point, reson-8101, sea-floor-characteristics, u-s-east-coast, u-s-geological-survey, united-states, usgs, usgs-fa25a70c-f897-4f3d-8cef-0cdec7d128e5, vineyard-sound, whsc, woods-hole, woods-hole-science-center
Organization: Department of the Interior
2 meter ArcRaster Grid of Swath Bathymetry of St. George Sound, Florida (STG2MBath)

These data were collected under a cooperative mapping program between the U.S. Geological Survey (USGS), the National Oceanic and Atmospheric Administration Coastal Services Center (NOAA\CSC), and the Apalachicola National Estuarine Research Reserve (NERR). The primary objectives of this program were to collect marine geophysical data to develop a suite of seafloor maps to better define the extent of oyster habitats, the overall seafloor geology of the bay and provide updated information for management of this resource. In addition to their value for management of the bay's oyster resources, the maps also provide a geologic framework for scientific research and the public.
High-resolution bathymetry, backscatter intensity, and seismic profile data were collected over 230 square kilometers of the floor of the bay. The study focused on the Apalachicola Bay and Western St. George Sound portions of the estuary mostly in depths &gt; 2.0 meters.

Tags: 2005, 2006, apalachicola-bay, apalachicola-national-estuarine-research-reserve, arcgis-raster, bathymetry, cmgp, coastal-and-marine-geology-program, elevation, field-activity-serial-number-05001, field-activity-serial-number-06001, florida, geologic-mapping, geospatial-datasets, gulf-of-mexico, interferometric-sonar, marine-geology, marine-geophysics, oceans, sea-floor, sea-floor-characteristics, seafloor, seafloor-mapping, st-george-sound, swath-bathymetry, u-s-geological-survey, united-states, usgs, usgs-626417dc-d0eb-43dc-bce0-e60f4a884b61, whsc, woods-hole-science-center
Organization: Department of the Interior
Digital Elevation Model of the San Gorgonio Pass area, elevation values in feet, Riverside County, California.

Digital Elevation Models (DEMs) are digital records of
terrain elevations at regularly spaced intervals.  The
interval between elevations of 7.5 minute DEMs is
30-meters.  Each DEM file covers the area of one U.S.
Geological Survey 1 to 24,000 scale 7.5 minute
topographic quadrangle.

Tags: 30-meter, california, dem, digital-elevation-model, feet, grid, inlandwaters, land-surface, raster, riverside-county, san-gorgonio, san-gorgonio-pass, united-states, usgs-7845bdef-c834-4a65-b67d-7fa2d5fe533c
Organization: Department of the Interior
December 2008 bathymetry collected near Dumbarton Bridge in south San Francisco Bay, California

Bathymetric survey data were collected in December 2008 just south of Dumbarton Bridge in south San Francisco Bay, California. Portions of the main channel and western shallows/intertidal mudflats were surveyed using an interferometric sidescan sonar system following procedures detailed in Foxgrover and others, 2011. The bathymetry is provided as a 1-m resolution raster in geoTIFF format, referenced to the vertical datum of mean lower low water (MLLW). To convert to the North American Vertical Datum of 1988 (NAVD88), subtract a static offset of 0.37 m (datum conversions provided in Foxgrover and others, 2007).

Tags: alameda-county, bathymetry, bathymetry-and-elevation, bathymetry-measurement, cmhrp, coastal-and-marine-hazards-and-resources-program, digital-elevation-models, dumbarton-bridge, elevation, geographic-information-systems-gis, gps-measurement, inlandwaters, interferometric-sonar, pacific-coastal-and-marine-science-center, pcmsc, san-francisco-bay, san-mateo-county, sidescan-sonar, state-of-california, u-s-geological-survey, usgs, usgs-ddca5702-befd-466f-97c3-ada0bbef4b1a, wetland-restoration
Organization: Department of the Interior
Coastwide Reference Monitoring System (CRMS) 2005, 2008, 2012, and 2015 Site 0496 Land-Water Matrix

Wetland restoration efforts conducted by the Coastal Wetlands Planning, Protection, and Restoration Act (CWPPRA) in Louisiana rely on monitoring efforts to determine the efficacy of these efforts. The Coastwide Reference Monitoring System (CRMS) was developed to assist in a multiple-reference approach that uses aspects of hydrogeomorphic functional assessments and probabilistic sampling for monitoring. The CRMS program includes a suite of approximately 390 sites that encompass the range of hydrological and ecological conditions for each stratum.  As part of CRMS, land and water classifications are created from Wetland restoration efforts conducted by the Coastal Wetlands Planning, Protection, and Restoration Act (CWPPRA) in Louisiana rely on monitoring efforts to determine the efficacy of these efforts. The Coastwide Reference Monitoring System (CRMS) was developed to assist in a multiple-reference approach that uses aspects of hydrogeomorphic functional assessments and probabilistic sampling for monitoring. The CRMS program includes a suite of approximately 390 sites that encompass the range of hydrological and ecological conditions for each stratum.  As part of CRMS, land and water classifications are created from Digital Orthophoto Quarter Quadrangles (DOQQs) approximately every three years at all CRMS sites.  This dataset consists of a matrix of four land-water products (2005, 2008, 2012, and 2015).  The resulting matrix has 16 possible classes defined by the combination of land and water categories on those four dates.

Tags: cartography, coastal, crms, doqq, geographic-information-system, imagerybasemapsearthcover, land-water, louisiana, mapping, marsh, protection, restoration, state-of-louisiana, usgs-59387407e4b0764e6c5d6b23, wetland
Organization: Department of the Interior
Wind rose plots for the volcano: 273090  Cagua

This zip folder contains ASCII text files of vectors at the specified volcano at 
12-hour intervals, 
from January 1, 1990 through December 28, 2009.  
The wind vectors are divided into five files, names by their elevation range above 
sea level in the atmosphere: 00-05km.txt; 05-11km.txt; 11-16km.txt; 16-24km.txt; 
and 24-30km.txt. 
The zip folder also contains a subfolder "figures", with Wind rose plots of wind 
direction and speed over 
this time period.  The plots are by season, and by elevation, given a total of 20 
plots (4 seasons, 5 
elevation ranges).  A summary plot is also included which gives the year-round 
wind pattern at the volcano, 
at 0-5 km elevation.  Plots are in both jpg and pdf format.

Tags: meteorology, usgs-58d0130de4b0236b68f52c51, volcanic-ash, volcanic-eruption-forecasting, wind
Organization: Department of the Interior
Magnetotelluric data from Gabbs Valley, Nevada, 2017, station gv11

This dataset consists of 24 magnetotelluric (MT) stations collected in 2017 in Gabbs Valley, Nevada. The U.S. Geological Survey acquired these data as part of Phase 2 of the Nevada Play Fairway Analysis Project led by the University of Nevada at Reno and funded by the Department of Energy (grant number DE-EE0006731) with support from the U.S. Geological Survey's Energy Program.

Tags: apparent-resistivity, cenozoic, earth-magnetic-field, electromagnetic-surveying, energy-resources-program, erp, gabbs-valley, gabbs-valley-range, geology-minerals-energy-and-geophysics-science-center, geophysics, geoscientificinformation, gmegsc, impedance, magnetotelluric-surveying, magnetotellurics, mesozoic, mineral-county, mt, nevada, phase, time-series, tipper, usgs-5ca6cacfe4b0c3b0064c2cd3
Organization: Department of the Interior
Arizona Mule Deer South of I 40 Stopovers

South of Interstate 40 mule deer reside in Game Management Units (GMU) 8 and 6B in Arizona. The herd summers in high-elevation open meadows and ponderosa pine habitat southwest of Flagstaff, Arizona. In late October, the herd migrates west to lower elevation pinyon-juniper and shrub habitats near the junction of Interstate 40 and U.S. Highway 89. With funding support by the U.S. Department of the Interior (USDI) through Secretarial Order 3362, research on this herd’s migration began in February 2020. Additional GPS collars were deployed in January 2022 with support from the U.S. Forest Service, Mule Deer Foundation, and other partners. Primary threats to the herd’s migration involve high volume roads including Interstate 40, and U.S. Highways 89 and 89A.
These mapping layers show the location of the migration stopovers for mule deer (Odocoileus hemionus) in the South of I-40 population in Arizona. They were developed from 20 migration sequences collected from a sample size of 7 adult animals comprising GPS locations collected approximately every 3 hours.

Tags: animal-behavior, arizona, ash-fork, bellemont, biota, flagstaff, migration-organisms, migration-route, migratory-species, parks, united-states, usgs-63650b5ed34ebe442507ce4b, williams
Organization: Department of the Interior
Greater sage-grouse abundance and space-use index, Nevada and northeastern California

A raster representing Greater Sage-grouse (hereafter sage-grouse) space-use and lek abundance. A higher pixel value corresponds to a greater amount of likelihood that the area is utilized by sage-grouse. Values are the result of combining a kernel density estimation on lek abundances with a raster representing distance to lek. The kernel density was calculated using maximum lek abundances observed between the most recent population nadir for the Great Basin region (2013) and the most recent lek counts available (2021).
Polygons representing high-space use areas of Greater Sage-grouse (hereafter sage-grouse) space-use and lek abundance. Areas represent the 85 percent isopleth of the abundance and space-use index (ASUI) as well as a 5-kilometer buffer around remote leks that did not fall within the 85 percent isopleth, so that remote leks were not under-represented.

Tags: biota, california, great-basin, native-species, nevada, shrubland-ecosystems, united-states-of-america, usgs-65f38e6ed34e9853bbf0e822, wildlife
Organization: Department of the Interior