AndreaBozzo/ceres-open-data-index huggingface dataset:
Surficial Sediment Data Collected Within National Oceanic and Atmospheric Administration Survey H12012 During U.S. Geological Survey Cruises 2010-010-FA and 2010-015-FA Offshore in Northeastern Long Island Sound (Geographic, WGS84, H12012_SEDDATA.SHP)

The U.S. Geological Survey (USGS), in cooperation with the National Oceanic and Atmospheric Administration (NOAA) and the Connecticut Department of Energy and Environmental Protection (CT DEEP), has produced 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 in Long Island Sound, shows the terrain of the seabed, and provides information on sediment transport and benthic habitat. During April 2009 NOAA completed hydrographic survey H12012 offshore in the northeastern Sound, and during April 2010 and May 2010 bottom photographs and surficial sediment data were acquired as part of two ground-truth reconnaissance surveys of this area. Two interpretive data layers were derived from the multibeam echo-sounder and the ground-truth data used to verify them. For more information on the ground-truth surveys see: https://cmgds.marine.usgs.gov/fan_info.php?fan=2010-010-FA and https://cmgds.marine.usgs.gov/fan_info.php?fan=2010-015-FA.

Tags: atlantic-ocean, black-point, cmgp, coastal-and-marine-geology-program, connecticut, connecticut-river, cornfield-point, environment, esri-point-shapefile, field-activity-number-2010-010-fa, field-activity-number-2010-015-fa, geoscientificinformation, geospatial-datasets, grain-size-analysis, gravel, gravelly-sediment, ground-truth, h12012, hatchett-point, info-bank-b-15-10-li, info-bank-r-10-10-li, location, long-island-sound, long-sand-shoal, marine-geology, navigational-data, noaa-survey-h12012, north-america, northeast-united-states, oceans, ofr-2013-1060, old-lyme, old-saybrook, open-file-report-2013-1060, osv-bold, rv-rafael, sand, sea-floor, sea-floor-characteristics, seaboss, sediment-data, sediment-samples, sediments, silt, stations, surficial-sediment-classification, u-s-geological-survey, united-states, usgs, usgs-6024fa5e-a8f7-4125-86ad-26d59f5472c7, van-veen-grab-sampler, whcmsc, woods-hole-coastal-and-marine-science-center
Organization: Department of the Interior
Wind rose plots for the volcano: 352060  Quilotoa

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-58d01750e4b0236b68f531d6, volcanic-ash, volcanic-eruption-forecasting, wind
Organization: Department of the Interior
Digital map of iron sulfate minerals, other mineral groups, and vegetation of the San Juan Mountains, Colorado, and Four Corners Region derived from automated analysis of Landsat 8 satellite data

Multispectral remote sensing data acquired by the Landsat 8 Operational Land Imager (OLI) sensor were analyzed using a new, automated technique to generate a map of exposed mineral and vegetation groups in the western San Juan Mountains, Colorado and the Four Corners Region of the United States (Rockwell and others, 2021). Spectral index (e.g. band-ratios) results were combined into displayed mineral and vegetation groups using Boolean algebra. New analysis logic has been implemented to exploit the coastal aerosol band in Landsat 8 OLI data and identify concentrations of iron sulfate minerals. These results may indicate the presence of near-surface pyrite, which can be a potential non-point source of acid rock drainage. Map data, in ERDAS IMAGINE (.img) thematic raster format, represent pixel values with mineral and vegetation group classifications, and can be queried in most image processing and GIS software packages.
Rockwell, B.W., Gnesda, W.R., and Hofstra, A.H., 2021, Improved automated identification and mapping of iron sulfate minerals, other mineral groups, and vegetation from Landsat 8 Operational Land Imager Data: San Juan Mountains, Colorado, and Four Corners Region: U.S. Geological Survey Scientific Investigations Map 3466, scale 1:325,000, 51 p. pamphlet, https://doi.org/10.3133/sim3466.

Tags: agricultural-fields, argillic, arizona, clay, colorado, computational-methods, ferric-iron, ferrous-iron, four-corners-region, geoscientificinformation, green-vegetation, hydrothermal-alteration, image-analysis, iron-hydroxide-minerals, iron-sulfate-minerals, lake-city-caldera, land-use-and-land-cover, marble, mica, mine-waste, multispectral-imaging, new-mexico, oxides, pyrite, remote-sensing, san-juan-mountains, silverton-caldera, united-states, usgs-5ecd490082ce476925f53d6f, utah
Organization: Department of the Interior
Reported and inventoried crop and irrigated acreage in Suwannee County, Florida, 1982-2020

A table summarizing the inventoried acreage by crop type and irrigation system was compiled for Suwannee County, Florida. The irrigated acreage totals were derived from analyses of satellite and aerial imagery.  Crop types and irrigation system types were verified during field trips that started in January 2020 and concluded in December 2020. In addition, the table provides acreage totals by crop type reported by the U.S. Department of Commerce for 1982, the U.S. Department of Agriculture from 1987 through 2017, and Florida Statewide Agricultural Irrigation Demand for 2016-18.

Tags: crop-type, environment, farming, florida, florida-department-of-agriculture-and-consumer-services, groundwater, image-collections-aerial-photography, inlandwaters, irrigation-type, land-use, land-use-classification-codes, surface-water, suwannee-county, suwannee-river-water-management-district, usgs-61f14f80d34e8b818add4ec7
Organization: Department of the Interior
Streamflow depth at Soldier Meadows, Black Rock Desert - High Rock Canyon Emigrant Trails National Conservation Area, Nevada

This digital raster dataset contains information on estimated streamflow depth for proposed channel restoration at Soldier Meadows, Black Rock Desert - High Rock Canyon Emigrant Trails National Conservation Area, Nevada. Streamflow depths were estimated by differencing water-surface elevations computed using a two-dimensional hydraulic model from mapped land-surface elevations using a digital elevation model of the study area.

Tags: black-rock-desert, black-rock-desert-high-rock-canyon-emigrant-trails-national-conservation-area, freshwater-ecosystems, inlandwaters, mathematical-modeling, nevada, soldier-meadow, streamflow, surface-water-non-marine, usgs-5ebc292882ce25b513631a2b
Organization: Department of the Interior
Data from 2022 Mark-Recapture Analysis on Water and Endangered Fish in the Klamath Basin: Does Upper Klamath Surface Elevation and Water Quality Affect Adult Lost River and Shortnose Sucker survival?

The data provided were used in a mark-recapture analysis conducted in 2022. Environmental covariates included water quality and Upper Klamath Lake surface elevation. Raw data were downloaded from the USGS Oregon Water Science Center for multiple sampling sites (422622122004000_MDNL_2021-1-14.csv, 422622122004003_MDNU_2021-1-14.csv, 422042121513100_RPT_2021-1-14.csv, 422719121571400_WMR_2021-1-14.csv, MDNL_WQ2_Ammonia_2021-2-3.csv, WMR_WQ2_Ammonia_2021-2-3.csv, Elevation_2021-1-19.csv) and were formatted for use in mark-recapture models. A Program R script (Covariate_Cleaning.R) formats data and then writes multiple csv files with annual environmental covariates for use in subsequent mark-recapture models. Annual survival was estimated using a Cormack-Jolly-Seber (CJS) model for three adult sucker spawning populations: Lost River sucker lake (lrss) and river spawners (lrsr) and Shortnose suckers (sns). The recapture data for each population from 1999-2021 are found in the files lrsrboth.inp, lrssboth.inp, and snsboth.inp. R script ran CJS models using a maximum likelihood approach (LRSS_CJS_ProgramMARK.R, LRSR_CJS_ProgramMARK.R, and SNS_CJS_ProgramMARK.R) that compared multiple competing environmental survival models. Using a Bayesian framework, the top covariate survival models from the maximum likelihood approach for each population were run by calling JAGS (Just Another Gibbs Samplers) through R using the following scripts: LRSS_BayesianCJS_TopCovariateModel.R, LRSR_BayesianCJS_TopCovariateModel.R, SNS_BayesianCJS_TopCovariateModel.R. A sucker population was simulated (SuckerSimulation.R) based on survival from the lake spawning Lost River Sucker population to understand what environmental effect sizes are required to significantly affect sucker survival.

Tags: aquatic-biology, endangered-species, klamath-county, lake, long-term-ecological-monitoring, native-species, oregon, population-dynamics, usgs-62a264a6d34ec53d277072ec
Organization: Department of the Interior
Data for assessment of the containment pond sediment at Pinyon Plain Mine, 2022

These data are comprised of measurements of elements (e.g., uranium, cobalt, nickel, copper, zinc, cadmium, lead, etc.) in Pinyon Plain Mine containment pond sediment samples collected in calendar year 2022.

Tags: arizona, coconino, dissolved-metals, environment, grand-canyon, mine-sites, mining-and-mineral-extraction, mining-hazards, pinyon-plain-mine, sediment-analysis, usgs-66018683d34e64ff1548e0b7
Organization: Department of the Interior
San Francisco Bay Area Reconnaissance Landslide Inventory, January 2023

From late December 2022 to January 2023, a series of atmospheric river storms produced widespread landsliding in the San Francisco Bay area of California. USGS scientists performed reconnaissance field work to document the extent of landsliding in the region and compiled reports of landslides from media and California Highway Patrol (CHP) reports. 
This data release documents locations of road cut and shallow hillslope landslides triggered between December 31, 2022 and January 18, 2023. This inventory is not intended to be a complete inventory, but a reporting of observations made with limited time and resources. The point locations include descriptions and associated attributes, described in the metadata. Media and CHP reports supplemented the field work, but do not represent a complete compilation of all landslide reports available during this time frame. 
This data release includes:
1) .csv file containing descriptive attributes, and point locations of road cut failures and shallow hillslope landslides, 
2) .zip file containing photographs associated with point locations, and
3) .zip file containing shapefile (.shp) of approximate travel paths of USGS scientists, indicating the extent of area explored.

Tags: atmospheric-rivers, california, debris-flow, geomorphology, landslide-inventory, landslides, san-francisco-bay-area, united-states, usgs-64c2df9cd34e70357a32fd0f
Organization: Department of the Interior
Audiomagnetotelluric data, Buffalo River watershed, Arkansas, 2017; Station AMT090

This dataset includes audio-magnetotelluric (AMT) sounding data collected in August 2017 in the Buffalo River watershed of northern Arkansas by the U.S. Geological Survey (USGS). The sites were mostly alongside Osage Creek and its intermittent tributaries. Along with geologic mapping, the USGS used AMT data at 6 sites along a southwest-northeast profile of about 7 kilometers across the inferred northeastern margin of the Bear Creek uplift within the southern Ozark Dome to better constrain the buried, northeastern margin of the Bear Creek uplift.

Tags: amt, apparent-resistivity, arkansas, audiomagnetotelluric, bear-creek-uplift, buffalo-river, economy, electric-field-earth, geology-geophysics-and-geochemistry-science-center, geophysics, geoscientificinformation, gggsc, gps-measurement, impedance, impedance-phase, impedance-strike, magnetic-field-earth, magnetotelluric, magnetotelluric-surveying, mineral-resources-program, mrp, mt, newton-county, osage-creek, ozark-dome, sounding, tipper, usgs-5d79372de4b0c4f70d022d79
Organization: Department of the Interior
EC_Q21.TIF - U.S. Atlantic East Coast EEZ GLORIA sidescan-sonar data mosaic (21 of 23) (ACEA, 50 m, Clarke1866)

From February to May 1987 the U.S. Geological Survey (USGS) conducted five cruises to cover the U.S. Atlantic Continental Margin Exclusive Economic Zone (EEZ) seaward of the continental shelf edge, and from the Canadian border southward to the northern Blake Plateau off Florida. As in earlier EEZ reconnaissance surveys, the USGS utilized the GLORIA (Geological LOng-Range Inclined Asdic) sidescan-sonar system to complete the geologic mapping. The collected GLORIA data were processed and digitally mosaicked to produce continuous imagery of the seafloor. Twenty-three digital mosaics of a 2 degree by 2 degree (or smaller) area with a 50-meter pixel resolution were completed for the U.S. Atlantic Continental Margin region.

Tags: acoustic-reflectivity, atlantic-ocean, backscatter, baltimore-canyon, blake-escarpment, blake-plateau, blake-ridge, carolina-slope-and-rise, carolinian-ecoregion, charleston-bump, cmgp, coastal-and-marine-geology-program, continental-island-rise, continental-island-slope, continental-margin, continental-rise, continental-shelf, continental-slope, distributions, eez, exclusive-economic-zone, exclusive-economic-zone-eez, florida-slope, geological-long-range-inclined-asdic, georges-bank, geoscientificinformation, geotiff-image, gloria, grey-scale-image, gulf-of-maine-bay-of-fundy-ecoregion, hatteras-canyon, hendrickson-canyon, hudson-canyon, image-mosaics, imagerybasemapsearthcover, marine-geology, marine-geophysics, marine-oceanic, mid-atlantic-region, norfolk-canyon, ocean-bank-plateau, ocean-gt-atlantic-ocean, ocean-gt-atlantic-ocean-gt-north-atlantic-ocean-gt-caribbean-sea, ocean-gt-atlantic-ocean-gt-north-atlantic-ocean-gt-caribbean-sea-gt-bahamas, ocean-gt-atlantic-ocean-gt-north-atlantic-ocean-gt-georges-bank, ocean-gt-atlantic-ocean-gt-north-atlantic-ocean-gt-gulf-of-maine, oceans, physical-habitats-and-geomorphology, scotian-shelf-ecoregion, sea-floor-acoustic-reflectivity, sea-floor-characteristics, seabed, sidescan-sonar, sidescan-sonar-mosaic, u-s-atlantic-coast, u-s-eastcoast, u-s-geological-survey, usgs, usgs-2d14c072-3ac0-43c9-b03f-e96404dd92c1, veatch-canyon, virginian-ecoregion, whsc, whsc-cruise-identifier-frnl87-1, whsc-cruise-identifier-frnl87-2, whsc-cruise-identifier-frnl87-3, whsc-cruise-identifier-frnl87-4, whsc-cruise-identifier-frnl87-5, whsc-serial-number-87004, whsc-serial-number-87008, whsc-serial-number-87010, whsc-serial-number-87015, whsc-serial-number-87018, woods-hole-science-center
Organization: Department of the Interior
Unprocessed aerial imagery from 13 September 2018 coastal survey of Southern California.

This is a set of 2062 oblique aerial photogrammetric images and their derivatives, collected from Santa Barbara Channel 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-e754290f-666d-49ce-838a-9da420489925, visible-light-imaging
Organization: Department of the Interior
Lower Florida Keys-Seafloor elevation change in Maui, St. Croix, St. Thomas, and the Florida Keys

Coral reefs serve as natural barriers that protect adjacent shorelines from coastal hazards such as storms, waves and erosion but projections indicate global degradation of coral reefs due to anthropogenic impacts and climate change will cause a transition to net erosion by mid-century. The U.S. Geological Survey (USGS) St. Petersburg Coastal and Marine Science Center conducted research to quantify the combined effect of all constructive and destructive processes on modern coral reef ecosystems by measuring regional-scale changes in seafloor elevation. USGS staff assessed five coral reef ecosystems in the Atlantic Ocean (Upper and Lower Florida Keys), Caribbean Sea (U.S. Virgin Islands: St. Thomas and Buck Island, St. Croix), and Pacific Ocean (Maui, Hawaii), including both coral-dominated and adjacent, non-coral dominated habitats. Scientists used historical bathymetric data from the 1930s to 1980s and contemporary light detection and ranging (lidar) digital elevation models (DEMs) from the late 1990s to 2000s to calculate changes in seafloor elevation for each study site over time periods reflecting low to high anthropogenic impacts. LFK_ElevationChange.zip contains the location, elevation, and elevation change data for the Lower Florida Keys. Using these changes in elevation, further analysis was done to calculate corresponding changes in seafloor volume for all study areas and habitat types within each site.

Tags: coelenterates, coral-reefs, doi-usgs-cmg-gt-coastal-and-marine-geology-u-s-geological-survey-u-s-department-of-interior, elevation, florida, florida-keys, geochemistry, geoscientificinformation, lidar-gt-light-detection-and-ranging, marine-geology, ocean-gt-bathymetry-seafloor-topography-gt-water-depth, ocean-gt-coastal-processes-gt-coral-reefs, ocean-gt-coastal-processes-gt-erosion, ocean-gt-coastal-processes-gt-sea-level-rise, oceans, sea-level-rise, seafloor-accretion, seafloor-elevation, seafloor-erosion, usgs-1e8b95e0-4712-4e8b-ab7a-d2ffc31eeeae
Organization: Department of the Interior
Laboratory analyses for fish tissue samples from Lake Koocanusa and Kootenai River Basin, Montana, 2022 (ver. 2.0, May 2025)

This data release includes laboratory analyses for fish tissue samples collected from Lake Koocanusa and the Kootenai River Basin in Montana during 2022. Samples were collected by the U.S. Geological Survey (USGS) Wyoming-Montana Water Science Center (WY-MT WSC) in cooperation with Montana Fish, Wildlife and Parks (MT FWP) and Montana Department of Environmental Quality (MT DEQ). Analyses include histology, percent moisture, carbon and nitrogen stable isotopes, and concentrations for 62 elements, including selenium, mercury, and methylmercury. This data release also compiles laboratory quality-assurance and quality-control data associated with the samples.

Tags: bioaccumulation, biota, columbia-river-basin, kootenai-river-basin, lake-koocanusa, mercury, montana, selenium, usgs-65cb93c5d34ef4b119cb36c4
Organization: Department of the Interior
Sprague River Oregon Water circa 1870

The Sprague River drains 4090 square kilometers in south-central Oregon before flowing into the Williamson 
River and upper Klamath Lake. In cooperation with the U.S. Fish and Wildlife Service, the USGS and University 
of Oregon conducted a study to evaluate channel and floodplain processes for the 131 km of the Sprague River 
and its major tributaries, including the lower 20 km of the South Fork Sprague River, the lower 16 km of the North 
Fork Sprague River, and the lower 62 km of the Sycan River. The study involved multiple analyses, including 
assessments of historical channel change, riparian and floodplain vegetation, and surficial geology. To support 
these analyses, digital floodplain and channel maps were prepared from historic notes, maps, and aerial photos 
to depict channel and floodplain conditions at different times between 1866 and 2005. The geospatial database 
of current and historic channel and floodplain conditions will also enable evaluation of long-term trends pertaining 
to aquatic and riparian habitat conditions.

Tags: channel-analysis, floodplain-analysis, geomorphology, inlandwaters, klamath-basin, sprague-river-oregon, usgs-6c816e30-dd74-4761-8a19-73cdf3df9e27
Organization: Department of the Interior
Chincoteague Bay surface metals data from the fall sampling trip of 2014

Following Hurricane Sandy, scientists from the U.S. Geological Survey, St. Petersburg Coastal and Marine Science Center conducted a seasonal collection of estuarine, marsh, and sandy overwash surface sediments from Chincoteague Bay, Tom’s Cove, and the surrounding Assateague Island and Delmarva Peninsula in March–April and October 2014. Surplus surface sediment was analyzed for metals, percent carbon and nitrogen, ?13C, and ?15N as part of a complementary U.S. Geological Survey Coastal and Marine Geology Program Sea-level and Storm Impacts on Estuarine Environments and Shorelines project study. The geochemical subsample analyzed for metals and stable isotopes at each site may be used for comparison with past data sets, to create a modern baseline of the natural distribution of the area, to understand seasonal variability as it relates to the health of the local environment, and to assess marsh-to-bay interactions. The use of metals, stable carbon, and stable nitrogen isotopes allows for a more cohesive snapshot of factors influencing the environment and could aid in tracking environmental change. This report serves as an archive for chemical data derived from the surface sediment. Data are available for a seasonal comparison between the March–April 2014 and October 2014 sampling trips. Downloadable data are available as Microsoft Excel spreadsheets. Additional files include formal Federal Geographic Data Committee metadata (data downloads).

Tags: assateague-island, barrier-island, chincoteague-bay, environment, geoscientific-information, lagoon, marsh, maryland, metals, sediment, st-petersburg-coastal-and-marine-science-center, surface, toms-cove, u-s-geological-survey, usgs, usgs-c207e803-5192-4181-b81f-6f22229015fa, virginia
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 depicting the top of the Oldsmar permeable zone

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 top of the Oldsmar permeable zone in feet relative to NGVD29.

Tags: 1986, alabama, altitude, boulder-zone, environment, extent, fernandina-permeable-zone, florida, floridan-aquifer-system, fpz, geology, georgia, geoscientificinformation, gridded-surface, hydrogeology, inlandwaters, miller, oldsmar-permeable-zone, oldspz, raster, regional-groundwater-availability-study, south-carolina, southeastern, southern, stratigraphy, top, united-states-geological-survey, usgs, usgs-6ac2b81f-bcab-4997-a3a0-2506fe1f8bb1
Organization: Department of the Interior