AndreaBozzo/ceres-open-data-index huggingface dataset:
NORCAL_TRANSECTS_ST - Short-Term Shoreline Change Rates for Northern California Generated at a 50m Transect Spacing, 1952-2002

Rates of long-term and short-term shoreline change were generated in a GIS using the Digital Shoreline Analysis System (DSAS) version 3.0; An ArcGIS extension for calculating shoreline change: U.S. Geological Survey Open-File Report 2005-1304, Thieler, E.R., Himmelstoss, E.A., Zichichi, J.L., and Miller, T.M. The extension is designed to efficiently lead a user through the major steps of shoreline change analysis. This extension to ArcGIS contains three main components that define a baseline, generate orthogonal transects at a user-defined separation along the coast, and calculate rates of change (linear regression, endpoint rate, average of rates, average of endpoints, jackknife).

Tags: baseline, beach-erosion, beach-nourishment, california, cmgp, coastal-and-marine-geology-program, coastal-processes, coastal-survey-map, continental-island-shore-complex, effects-of-coastal-change, endpoint-rate, environment, erosion, esri-polyline-shapefile, geoscientificinformation, historic-shoreline, lidar, linear-regression-rate, northern-california-ecoregion, oceans, shoreline, shoreline-accretion, shoreline-change-rate, shoreline-erosion, t-sheet, tp-sheet, u-s-geological-survey, united-states, usgs, usgs-63d442f7-19fd-47c6-9812-677bd60387e4
Organization: Department of the Interior
Bathymetry and Velocity Data from Surveys at Highway Bridges Crossing the Missouri River between Kansas City and St. Louis, Missouri, May 19–26, 2021

These data are high-resolution bathymetry (riverbed elevation) and depth-averaged velocities in comma-delimited table format, generated from hydrographic and velocimetric surveys near highway bridge structures over the Missouri River between Kansas City and St. Louis, Missouri, May 19–26, 2021. Hydrographic data were collected using a high-resolution multibeam echosounder mapping system (MBMS), which consists of a multibeam echosounder (MBES) and an inertial navigation system (INS) mounted on a marine survey vessel. Data were collected as the vessel traversed the river along planned survey lines distributed throughout the reach. Data collection software integrated and stored the depth data from the MBES and the horizontal and vertical position and attitude data of the vessel from the INS in real time. Data processing required specialized computer software to extract bathymetry data from the raw data files and to summarize and map the information.
Velocity data for the surveys were collected using an acoustic Doppler current profiler (ADCP) mounted on a survey vessel equipped with a differential global positioning system (DGPS). Velocity data were collected for all sites except site 14 at Lexington due to a faulty ADCP unit. Data were collected as the vessel traversed the river along seven planned transect lines distributed throughout the reach. Velocity data were processed using the Velocity Mapping Toolbox (Parsons and others, 2013), and smoothed using neighboring nodes.
There is a zip file for the 8 surveyed sites available for download containing the bathymetric data and depth-averaged velocities. The files follow the format of "site-##_MissouriRiver_HWY#_2021-05.zip", where "site-##" is the site number from 14 to 21 and "HWY#" is the highway type and route number. The zip files each contain two comma-delimited text files, one with the bathymetry and uncertainty data and one with the depth-averaged velocity data, as well as associated metadata and thumbnail images.
Reference cited:
Parsons, D.R., Jackson, P.R., Czuba, J.A., Engel, F.L., Rhoads, B.L., Oberg, K.A., Best, J.L., Mueller, D.S., Johnson, K.K., and Riley, J.D., 2013, Velocity Mapping Toolbox (VMT) A process and visualization suite for moving-vessel ADCP measurements: Earth Surface Processes and Landforms, v. 38, no. 11, p. 1244-1260. [Also available at https://doi.org/10.1002/esp.3367.]

Tags: acoustic, adcp, bathymetry, boonville, doppler, elevation, geology, geoscientificinformation, glasgow, hermann, imagerybasemapsearthcover, inland-waters, inlandwaters, jefferson-city, kansas-city, lexington, location, miami, missouri, missouri-river, multibeam, point-cloud, rocheport, saint-louis, structure, u-s-geological-survey, usgs, usgs-63d40570d34e06fef150e7b9, velocity, water-depth, waverly, xyz
Organization: Department of the Interior
Assessment of Giant Sequoia Mortality and Regeneration within Burned Groves in Sequoia and Kings Canyon National Parks (ver. 3.0, September 2024)

Provided are data containing condition assessments on individual giant sequoia (Sequoiadendron giganteum; SEGI) stems and post-fire regeneration counts within Board Camp, Suwanee, New Oriole Lake, Homer’s Nose, and a subset of Redwood Mountain and Dillonwood groves of Sequoia and Kings Canyon national parks, respectively. Stem data contain condition-related attributes (e.g., spatial location, diameter breast height, status - live or dead, percent canopy that is live, scorched or torched). Regeneration plots are located using a spatially-balanced sampling design (Generalized Random Tessellation Stratified - 'GRTS'). Each regeneration plot is a fixed radius circle (11.35 meters or 17.84 meters) and contain count data of giant sequoia seedlings.

Tags: biota, california, ecology, ecosystem-resilience, environment, fires, forest-ecosystems, plot-sampling, sequoia-national-park, usgs-63d40479d34e06fef150e7b4
Organization: Department of the Interior
National watershed boundary (HUC12) dataset for the conterminous United States, retrieved 10/26/2020

This child item provides a snapshot of the watershed boundary dataset which consists of a shapefile with 87,020 12-digit hydrologic unit codes (HUC12) for the conterminous United States retrieved 10/26/2020. The National Watershed Boundary Dataset (WBD) is a comprehensive set of digital spatial data that represents the surface drainages areas of the United States. Although versions of the WBD are published as part of U.S. Geological Survey National Hydrography Products, the version used to produce the water-use reanalysis was not archived and is provided here. This dataset is part of a larger data release using machine learning to predict public supply water use for 12-digit hydrologic units from 2000-2020. Public-supply water use estimates for the HUC12s included in this shapefile are provided on the data release main landing page and on the public supply water use machine learning model child item.
This page includes the following file: 
WBD_HUC12_CONUS_pulled10262020.zip - a zip file containing a shapefile with 12-digit hydrologic units in the conterminous United States

Tags: alabama, arizona, arkansas, california, colorado, community-water-system, connecticut, conterminous-united-states, delaware, district-of-columbia, drinking-water, florida, georgia, idaho, illinois, indiana, iowa, kansas, kentucky, louisiana, maine, maryland, massachusetts, michigan, minnesota, mississippi, missouri, modeling, montana, nebraska, nevada, new-hampshire, new-jersey, new-mexico, new-york, north-carolina, north-dakota, ohio, oklahoma, oregon, pennsylvania, public-supply, rhode-island, south-carolina, south-dakota, tennessee, texas, usgs-63d31e73d34e06fef1501265, utah, vermont, virginia, washington, water-availability, water-supply-and-demand, water-use, west-virginia, wisconsin, wyoming
Organization: Department of the Interior
GIS Data for Reconnaissance Geologic Map of the Hells Canyon Study Area, Wallowa County, Oregon, and Idaho and Adams Counties, Idaho

This U.S. Geological Survey (USGS) data release provides a digital geospatial database for the reconnaissance geologic map of the Hells Canyon Study Area, Wallowa County, Oregon, and Idaho and Adams Counties, Idaho (Simmons and others, 2007). Attribute tables and geospatial features (points, lines and polygons) conform to the Geologic Map Schema (USGS NCGMP, 2020) and represent the geologic map plates as published in U.S. Geological Survey (USGS) Scientific Investigations Report Map SIR 2007-5046 (Simmons and others, 2007).
	  
The database represents the geology for the 625,177-acre (2,530 square kilometers), geologically complex Hells Canyon Study Area in two plates, at a publication scale of 1:48,000. The study area includes (1) the Hells Canyon Wilderness; (2) parts of the Snake River, Rapid River, and West Fork Rapid River Wild and Scenic Rivers; (3) lands included in the second Roadless Area Review and Evaluation (RARE II); and (4) part of the Hells Canyon National Recreation Area.

References: Simmons, G.C., Gualtieri, J.L., Close, T.J., Federspiel, F.E., and Leszcykowski, A.M., 2007, Mineral resources of the Hells Canyon study area, Wallowa County, Oregon, and Idaho and Adams Counties, Idaho, with a section on aeromagnetic and gravity surveys, by D.R. Mabey: U.S. Geological Survey Scientific Investigations Report 2007-5046, 62 p., https://pubs.usgs.gov/sir/2007/5046/.

U.S. Geological Survey National Cooperative Geologic Mapping Program, 2020, GeMS (Geologic Map Schema) - A standard format for the digital publication of geologic maps: U.S. Geological Survey Techniques and Methods, book 11, chap. B10, 74 p., https://doi.org//10.3133/tm11B10.

Tags: adams-county, bedrock-geologic-units, data-services, gems, geographic-information-systems, geologic-map-schema, geologic-maps, geology, geology-geophysics-and-geochemistry-science-center, geoscientificinformation, geospatial-datasets, gggsc, id, idaho, idaho-county, mineral-resources-program, mrp, national-geologic-map-database, ngmdb, or, oregon, structural-geology, u-s-geological-survey, usgs, usgs-63d30599d34e06fef15010d2, wallowa-county
Organization: Department of the Interior
GIS Data for the Geologic Map of the Arlington Quadrangle, Carbon County, Wyoming

This U.S. Geological Survey (USGS) data release for the geologic map of the Arlington quadrangle, Carbon County, Wyoming, is a Geologic Map Schema (GeMS, 2020)-compliant version of the printed geologic map published in USGS Geologic Map Quadrangle GQ-643 (Hyden and others, 1967). The database represents the geology for the 35,776-acre map plate at a publication scale of 1:24,000. 
References: Hyden, H.J., King, J.S., and Houston, R.S., 1967, Geologic map of the Arlington quadrangle, Carbon County, Wyoming: U.S. Geological Survey, Geologic Quadrangle Map GQ-643, scale 1:24,000; https://doi.org/10.3133/gq643.
U.S. Geological Survey National Cooperative Geologic Mapping Program, 2020, GeMS (Geologic Map Schema) - A standard format for the digital publication of geologic maps: U.S. Geological Survey Techniques and Methods, book 11, chap. B10, 74 p., https://doi.org//10.3133/tm11B10.

Tags: bedrock-geologic-units, carbon-county, data-services, dutton-creek, foote-creek, gems, geographic-information-systems, geologic-map-schema, geologic-maps, geology, geology-geophysics-and-geochemistry-science-center, geoscientificinformation, geospatial-datasets, gggsc, laramie, medicine-bow-mountains, medicine-bow-national-forest, mineral-resources-program, mrp, national-geologic-map-database, ngmdb, rock-mountain, structural-geology, u-s-geological-survey, usgs, usgs-63d304b8d34e06fef150106f, wy, wyoming
Organization: Department of the Interior
Airborne magnetic and radiometric survey, western Arkansas, 2022

This publication provides digital flight line data for a high-resolution magnetic and radiometric survey over part of western Arkansas. The airborne geophysical survey was jointly funded by the USGS National Cooperative Geologic Mapping Program and the Earth Mapping Resource Initiative.  The survey covers a rectangular area 91.55 by 92.15 kilometers (km) over the transition between the Ouachita Mountains and Ozark Plateau physiographic provinces and includes 31,006 line-km of magnetic and radiometric data. Data were collected from a fixed-wing aircraft flown at a median terrain clearance of 170 meters (m) above topography along north-south flight lines spaced at 300-m intervals. Tie lines were flown in an east-west direction every 3,000 m. Data were collected by EON Geosciences Inc. under contract with the USGS using a fixed-wing aircraft with a magnetometer mounted in the tail stinger and a fully calibrated gamma-ray spectrometer. The survey operated out of the Branson, Missouri airport from April of 2022 to May of 2022. Files that are available in this publication include flight line data for the magnetic survey, flight line data for the radiometric survey and a report describing the survey parameters, field operations, quality control and data reduction procedures. A zip file is provided that contains the contractor's deliverable products that includes Geosoft databases and grids for this magnetic and radiometric survey and the report describing the survey and data reduction. These products can be accessed using the free software Geosoft Viewer or the commercial Oasis Montaj software.

Tags: aasg, aeromagnetic-surveying, aeroradiometric-surveying, airborne-geophysical-survey, arkansas, association-of-state-geologists, critical-minerals, dardanelle, dardanelle-lake, earth-mapping-resources-initiative, earth-mri, economic-geology, economy, garland, geology-geophysics-and-geochemistry-science-center, geophysics, geoscientificinformation, geospatial-datasets, gggsc, johnson, logan, magnetic-field-earth, mineral-resources-program, mrp, national-cooperative-geologic-mapping-program, ncgmp, ouachita-national-forest, petit-jean, pope, potassium, saline, scott, structural-geology, thorium, u-s-geological-survey, united-states, united-states-of-america, uranium, usa, usgs, usgs-63d2ffffd34e06fef1500f01, west-central-arkansas, western-arkansas, yell
Organization: Department of the Interior
Mineral Commodity Summaries 2023 - FLUORSPAR Data Release

This data release contains the U.S. salient statistics and world production data extracted from the FLUORSPAR data sheet of the USGS Mineral Commodity Summaries 2023.

Tags: fluorspar, nonmetallic-mineral-resources, usgs-63d1a39bd34e06fef15006a6
Organization: Department of the Interior
Mineral Commodity Summaries 2023 - FELDSPAR AND NEPHELINE SYENITE Data Release

This data release contains the U.S. salient statistics and world production data extracted from the FE data sheet of the USGS Mineral Commodity Summaries 2023.

Tags: feldspar, nepheline-syenite, nonmetallic-mineral-resources, usgs-63d1a392d34e06fef15006a1
Organization: Department of the Interior
Mineral Commodity Summaries 2023 - DIATOMITE Data Release

This data release contains the U.S. salient statistics and world production data extracted from the DIATOMITE data sheet of the USGS Mineral Commodity Summaries 2023.

Tags: diatomaceous-earth, nonmetallic-mineral-resources, siliceous-fossil-meal, usgs-63d1a385d34e06fef1500699
Organization: Department of the Interior
Mineral Commodity Summaries 2023 - DIAMOND (INDUSTRIAL) Data Release

This data release contains the U.S. salient statistics and world production data extracted from the DIAMOND (INDUSTRIAL) data sheet of the USGS Mineral Commodity Summaries 2023.

Tags: diamond-bort, diamond-dust, diamond-grit, diamond-powder, nautral-diamond, nonmetallic-mineral-resources, synthetic-diamond, usgs-63d1a37dd34e06fef1500697
Organization: Department of the Interior
Mineral Commodity Summaries 2023 - GYPSUM Data Release

This data release contains the U.S. salient statistics and world production data extracted from the GYPSUM data sheet of the USGS Mineral Commodity Summaries 2023.

Tags: gypsum, nonmetallic-mineral-resources, usgs-63d1a3e3d34e06fef15006cf
Organization: Department of the Interior
Mineral Commodity Summaries 2023 - HELIUM Data Release

This data release contains the U.S. salient statistics and world production data extracted from the HELIUM data sheet of the USGS Mineral Commodity Summaries 2023.

Tags: crude-helium, grade-a-helium, helium, nonmetallic-mineral-resources, usgs-63d1a3f0d34e06fef15006d7
Organization: Department of the Interior
Mineral Commodity Summaries 2023 - IRON OXIDE PIGMENTS Data Release

This data release contains the U.S. salient statistics and world production data extracted from the IRON OXIDE PIGMENTS data sheet of the USGS Mineral Commodity Summaries 2023.

Tags: iops, iron-oxide-pigments, metallic-mineral-resources, usgs-63d1a41fd34e06fef15006f0
Organization: Department of the Interior
Exposure of FY2020 Federal Real Property Profile Data to 100-year and 500-year Flood Hazard Zones for the years 2022 and 2052

The dataset contains hazard-exposure estimates of FY2020 Federal Real Property Profile (FRPP) data to 100-year and 500-year flood-hazard zones for the years 2022 and 2052. Flow depths for each of the four hazard zones were estimated for every FRPP record using geospatial analysis. Results include raw values for estimated flow depths in centimeters and bin values on a -1 to 5 scale. Flood-hazard zones were available for the conterminous United States, Alaska, Hawaii, Puerto Rico, and the U.S. Virgin Islands. FRRP data records were limited to government-owned buildings and structures for all identified property uses, except for records identified as "navigation aids (other than buildings)."

Tags: alaska, conterminous-united-states, floods, hawaii, hazards-and-disasters, puerto-rico, structure, u-s-virgin-islands, usgs-63e3ebc7d34e9fa19a9bb9cb
Organization: Department of the Interior
SIR2016-5029_cfwgoshor_5: Flood Inundation Depth for a Flow of 33,900 cfs at the Gage Coast Fork Willamette River at Goshen, Oregon

The domain of the model is as follows: Row River from Dorena dam to the confluence with the Coast Fork; 
Coast Fork from Cottage Grove dam to the confluence with the Middle Fork; Silk Creek from River Mile 1.7 
to the confluence with the Coast Fork. The basis for these features is the Willamette Flood Insurance Study – 
Phase One (2013). The hydraulics and hydrology for the FIS were reused in the production of these polygons; 
the reports and information associated with the FIS are applicable to this product. The Digital Elevation Model 
(DEM) utilized for the Willamette FIS submittal was produced by combining multiple overlapping topographic 
surveys for the Middle Fork and Coast Fork of the Willamette River. This DEM was created from four sources: 
LiDAR of the Springfield area that was flown in 2008, LiDAR of Silk Creek that was flown in 2011, LiDAR of 
Fall Creek that was flown in 2012, and photogrammetry of the Middle Fork and Coast Fork of the Willamette 
River that was flown in 2004. In areas where no high-resolution elevation data were available, USGS National 
Elevation Dataset (NED) data were used to supplement the DEM. The shapefiles Hi_Res_Extents.shp and 
Low_Res_Extents.shp define the limits of these areas. The horizontal datum of the DEM is NAD 1983 State 
Plane-Oregon South HARN with units of International Feet (NAD83). The vertical datum of the elevation model 
is NAVD 1988 with units of international feet (NAVD-88). In addition, some areas show surveyed bathymetry 
within the channel. These can be noted by the sharp increase in apparent depth, creating a stripe across the 
depth grid when compared to the LiDAR data, which represents the water surface elevation at the time of the 
aerial data collection. Bridge decks are generally removed from DEMs as standard practice. Therefore, these 
features may be shown as inundated when they are not. An effort to clip flood extents on bridge decks was 
made, but judgement should be used when estimating the usefulness of a bridge during flood flow. Comparing 
the bridge to the surrounding ground can be more informative in this respect than simply looking at the bridge 
itself. The features and depth grids stop as the Coast Fork approaches the Middle Fork on the northern end of 
the reach. See cfwgoshOR.shp for information regarding this file. This represents the depth grid for the 33,900 
cfs profile.

Tags: coast-fork-willamette-river, creswell, elevation, environment, flood, flood-inundation-maps, flooded-area, geoscientificinformation, geospatial-analysis, goshen, high-water-marks, inlandwaters, oregon, river-stream, usgs-63d233ac-557d-4b79-8664-c2937dda3cb9, willamette-valley
Organization: Department of the Interior
Field studies of Ceanothus leucodermis chaparral burned sites in California

Populations of the chaparral shrub were sampled in southern California and further north in Monterey and Santa Clara counties and it was discovered that postfire regeneration modes were different. The southern California populations had substantial resprouting with some seedling recruitment. The Monterey populations had no resprouting ability and recovery was entirely by seedlings. However, there is an age effect in that when young these northern California populations fail to recruit seedlings due to lack of a seed bank buildup in the short interval since the last fire. These populations likely will be extirpated. I hypothesize that this obligate seeding mode has been selected for because seed reproduction is more reliable when intervals between fires are very long, longer that resprouting shrubs would survive. Support for this is provided by demonstrating substantially higher lightning fire frequencies in southern California than in the Monterey and Santa Clara area.

Tags: biota, california, ecology, field-sampling, fires, los-angeles, monterey, riverside, san-diego, santa-clara, stanislaus, usgs-63d1d5add34e06fef1500933, vegetation
Organization: Department of the Interior
Mineral Commodity Summaries 2023 - TALC AND PYROPHYLLITE Data Release

This data release contains the U.S. salient statistics and world production data extracted from the TALC AND PYROPHYLLITE data sheet of the USGS Mineral Commodity Summaries 2023.

Tags: metallic-mineral-resources, pyrophyllite, talc, usgs-63d27edbd34e06fef1500c5f
Organization: Department of the Interior
Water-quality data for six Resource Conservation and Recovery Act (RCRA) wells at Letterkenny Army Depot, Chambersburg, Pennsylvania, (ver. 2.0, May 2025)

The U.S. Geological Survey (USGS) has collected water-quality data at six Resource Conservation and Recovery Act (RCRA) wells at the Letterkenny Army Depot since the 1990s. Electronic data (field and analytical) for this project were put into the USGS National Water Information System (NWIS) database beginning in 2017. Analytical data include total forms of selected metals and volatile organic compounds (VOCs).

Tags: environment, franklin-county, hydrogeology, pennsylvania, usgs-63d2adbad34e06fef1500d12, water-quality, water-resources
Organization: Department of the Interior
Survival data for translocated adults and captive-reared juvenile giant gartersnakes in Sacramento County, California (2018-2021)

The dataset consists of two csv files one for adult snakes and one for captive-reared juvenile snakes. The data contains start times (when snakes entered the study) and end times (when snakes died or were censored from the study) for survival analysis. The data also contains general information about the individual snakes (id, snout-vent length, treatment group, whether or not they were translocated), sex (juveniles only since adults were all female), surface activity (and data needed to calculate surface activity), and average distance moved between telemetry resighting. The above information was used as covariates in the survival models.

Tags: biota, ecology, habitats, herpetology, reptiles, usgs-63e435cdd34e9fa19a9bccb3, wildlife
Organization: Department of the Interior