AndreaBozzo/ceres-open-data-index huggingface dataset:
High-resolution airborne radiometric survey of the Republic Graben, Okanogan and Kettle metamorphic core complexes, Kootenay Arc and surrounding regions, Northeastern Washington

This release includes aeroradiometric data collected via low-altitude helicopter flown over northeastern Washington State, centered over the town of Republic, Washington. The data were acquired between September 26, 2022 and August 21, 2023 by Precision Geosurveys, Inc. of Langley, British Columbia and processed by EDCON-PRJ, Inc. of Lakewood, Colorado, contracted by the U.S. Geological Survey and funded through the Earth Mapping Resources Initiative (EarthMRI). The survey includes gridded data from target altitude of 80-100 meters above ground level, subject to aircraft climb and descent limitations. Primary transverse flight lines were flown in the east-west direction and spaced 200 meters apart. Tie lines were flown in the north-south direction and spaced 2000 meters apart. Additionally, the survey includes two transect lines flown down the Similkameen and Okanogan Valleys where local topography was too extreme to maintain an ideal drape surface. A total of 94,506 line kilometers of data were collected over an area of 16,885 square kilometers. Survey procedures are described in detail in the document “WA_Republic_MAG_RAD_D22_Report_508.pdf” available in this data release. The Republic aeromagnetic and aeroradiometric survey was collected over steep and highly variable terrain, thus the terrain clearance should be considered carefully when modeling and interpreting magnetic and radiometric data. This data release includes .csv file databases for the main survey and transect data collections and derivative radiometric data in map view in .tiff file format.

Tags: aeromagnetic-surveying, aeroradiometric-surveying, airborne-geophysical-survey, earth-mapping-resources-initiative, earthmri, economic-geology, economy, geology-minerals-energy-and-geophysics-science-center, geophysics, geoscientificinformation, geospatial-datasets, gmeg, magnetic-field-earth, mineral-resources, mineral-resources-program, mrp, national-cooperative-geologic-mapping-program, ncgmp, potassium, sedimentology, structural-geology, thorium, u-s-geological-survey, united-states, uranium, usgs, usgs-65b837a1d34e18c6baf2b822, washington
Organization: Department of the Interior
Mineral Commodity Summaries 2024 - ASBESTOS Data Release

This data release contains the U.S. salient statistics and world production data extracted from the ASBESTOS data sheet of the USGS Mineral Commodity Summaries 2024.

Tags: asbestos, chrysotile, nonmetallic-mineral-resources, usgs-65b7d737d34e36a39045b493
Organization: Department of the Interior
Mineral Commodity Summaries 2024 - ARSENIC Data Release

This data release contains the U.S. salient statistics and world production data extracted from the ARSENIC data sheet of the USGS Mineral Commodity Summaries 2024.

Tags: arsenic, arsenic-sulfide, arsenic-trioxide, nonmetallic-mineral-resources, usgs-65b7d730d34e36a39045b491
Organization: Department of the Interior
Mineral Commodity Summaries 2024 - PLATINUM-GROUP METALS Data Release

This data release contains the U.S. salient statistics and world production data extracted from the PLATINUM-GROUP METALS data sheet of the USGS Mineral Commodity Summaries 2024.

Tags: iridium, metallic-mineral-resources, osmium, palladium, pgm-waste-and-scrap, platinum, rhodium, ruthenium, usgs-65b7d842d34e36a39045b500
Organization: Department of the Interior
Mineral Commodity Summaries 2024 - PERLITE Data Release

This data release contains the U.S. salient statistics and world production data extracted from the PERLITE data sheet of the USGS Mineral Commodity Summaries 2024.

Tags: nonmetallic-mineral-resources, perlite, usgs-65b7d83cd34e36a39045b4fe
Organization: Department of the Interior
Mineral Commodity Summaries 2024 - NITROGEN (FIXED)-AMMONIA Data Release

This data release contains the U.S. salient statistics and world production data extracted from the NITROGEN (FIXED)-AMMONIA data sheet of the USGS Mineral Commodity Summaries 2024.

Tags: ammonia, ammonium-nitrate, ammonium-phosphates, ammonium-sulfate, anhydrous-ammonia, metallic-abrasives, nitric-acid, nitrogen, nonmetallic-mineral-resources, urea, usgs-65b7d831d34e36a39045b4fa
Organization: Department of the Interior
Mineral Commodity Summaries 2024 - NIOBIUM (COLUMBIUM) Data Release

This data release contains the U.S. salient statistics and world production data extracted from the NIOBIUM (COLUMBIUM) data sheet of the USGS Mineral Commodity Summaries 2024.

Tags: ferroniobium, metallic-mineral-resources, niobium, usgs-65b7d82bd34e36a39045b4f8
Organization: Department of the Interior
Mineral Commodity Summaries 2024 - MICA (NATURAL) Data Release

This data release contains the U.S. salient statistics and world production data extracted from the MICA (NATURAL) data sheet of the USGS Mineral Commodity Summaries 2024.

Tags: mica, nonmetallic-mineral-resources, usgs-65b7d81bd34e36a39045b4f2
Organization: Department of the Interior
Mineral Commodity Summaries 2024 - MAGNESIUM METAL Data Release

This data release contains the U.S. salient statistics and world production data extracted from the MAGNESIUM METAL data sheet of the USGS Mineral Commodity Summaries 2024.

Tags: magnesium, metallic-mineral-resources, usgs-65b7d815d34e36a39045b4f0
Organization: Department of the Interior
Mineral Commodity Summaries 2024 - MAGNESIUM COMPOUNDS Data Release

This data release contains the U.S. salient statistics and world production data extracted from the MAGNESIUM COMPOUNDS data sheet of the USGS Mineral Commodity Summaries 2024.

Tags: caustic-calcined-magnesia, dead-burned-magnesia, fused-magnesia, magnesite, magnesium-chloride, magnesium-hydroxide, magnesium-oxide, magnesium-sulfates, nonmetallic-mineral-resources, olivine, usgs-65b7d80fd34e36a39045b4ee
Organization: Department of the Interior
Mineral Commodity Summaries 2024 - MANGANESE Data Release

This data release contains the U.S. salient statistics and world production data extracted from the MANGANESE data sheet of the USGS Mineral Commodity Summaries 2024.

Tags: ferromanganese, manganese, manganese-dioxide, metallic-mineral-resources, silicomanganese, usgs-65b7d805d34e36a39045b4ea
Organization: Department of the Interior
Mineral Commodity Summaries 2024 - IRON AND STEEL SLAG Data Release

This data release contains the U.S. salient statistics and world production data extracted from the IRON AND STEEL SLAG data sheet of the USGS Mineral Commodity Summaries 2024.

Tags: iron-and-steel-slag, metallic-mineral-resources, usgs-65b7d7e8d34e36a39045b4df
Organization: Department of the Interior
Mineral Commodity Summaries 2024 - IRON AND STEEL SCRAP Data Release

This data release contains the U.S. salient statistics and world production data extracted from the IRON AND STEEL SCRAP data sheet of the USGS Mineral Commodity Summaries 2024.

Tags: iron-and-steel-scrap, usgs-65b7d7e4d34e36a39045b4dc
Organization: Department of the Interior
Mineral Commodity Summaries 2024 - IRON ORE Data Release

This data release contains the U.S. salient statistics and world production data extracted from the IRON ORE data sheet of the USGS Mineral Commodity Summaries 2024.

Tags: iron-ore, metallic-mineral-resources, usgs-65b7d7d4d34e36a39045b4d6
Organization: Department of the Interior
Mineral Commodity Summaries 2024 - IODINE Data Release

This data release contains the U.S. salient statistics and world production data extracted from the IODINE data sheet of the USGS Mineral Commodity Summaries 2024.

Tags: iodine, nonmetallic-mineral-resources, usgs-65b7d7ced34e36a39045b4d4
Organization: Department of the Interior
Mineral Commodity Summaries 2024 - 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 2024.

Tags: crude-helium, grade-a-helium, helium, nonmetallic-mineral-resources, usgs-65b7d7c2d34e36a39045b4ce
Organization: Department of the Interior
Mineral Commodity Summaries 2024 - 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 2024.

Tags: gypsum, nonmetallic-mineral-resources, usgs-65b7d7bdd34e36a39045b4cc
Organization: Department of the Interior
Mineral Commodity Summaries 2024 - GRAPHITE (NATURAL) Data Release

This data release contains the U.S. salient statistics and world production data extracted from the GRAPHITE (NATURAL) data sheet of the USGS Mineral Commodity Summaries 2024.

Tags: amorphous-graphite, chip-graphite, flake-graphite, lump-graphite, nonmetallic-mineral-resources, usgs-65b7d7b8d34e36a39045b4ca
Organization: Department of the Interior
Mineral Commodity Summaries 2024 - GEMSTONES Data Release

This data release contains the U.S. salient statistics and world production data extracted from the GEMSTONES data sheet of the USGS Mineral Commodity Summaries 2024.

Tags: agate, beryl, coral, diamond, garnet, jade, jasper, nonmetallic-mineral-resources, opal, pearl, quartz, sapphire, shell, topaz, tourmaline, turquoise, usgs-65b7d7a7d34e36a39045b4c2
Organization: Department of the Interior
Mineral Commodity Summaries 2024 - GARNET Data Release

This data release contains the U.S. salient statistics and world production data extracted from the GARNET data sheet of the USGS Mineral Commodity Summaries 2024.

Tags: garnet, nonmetallic-mineral-resources, usgs-65b7d7a2d34e36a39045b4c0
Organization: Department of the Interior
Mineral Commodity Summaries 2024 - GALLIUM Data Release

This data release contains the U.S. salient statistics and world production data extracted from the GALLIUM data sheet of the USGS Mineral Commodity Summaries 2024.

Tags: gallium, gallium-arsenide-wafers, gallium-metal, metallic-mineral-resources, usgs-65b7d79cd34e36a39045b4be
Organization: Department of the Interior
Mineral Commodity Summaries 2024 - 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 2024.

Tags: feldspar, nepheline-syenite, nonmetallic-mineral-resources, usgs-65b7d791d34e36a39045b4ba
Organization: Department of the Interior
Mineral Commodity Summaries 2024 - 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 2024.

Tags: diatomaceous-earth, nonmetallic-mineral-resources, siliceous-fossil-meal, usgs-65b7d78bd34e36a39045b4b6
Organization: Department of the Interior
Mineral Commodity Summaries 2024 - CLAYS Data Release

This data release contains the U.S. salient statistics and world production data extracted from the CLAYS data sheet of the USGS Mineral Commodity Summaries 2024.

Tags: ball-clay, bentonite, common-clay, fire-clay, fullers-earth, kaolin, nonmetallic-mineral-resources, usgs-65b7d771d34e36a39045b4ad
Organization: Department of the Interior
Mineral Commodity Summaries 2023 - CEMENT Data Release

This data release contains the U.S. salient statistics and world production data extracted from the CEMENT data sheet of the USGS Mineral Commodity Summaries 2024.

Tags: cement, clinker, hydraulic-cement, nonmetallic-mineral-resources, portland-cement, usgs-65b7d767d34e36a39045b4a6
Organization: Department of the Interior
Mineral Commodity Summaries 2024 - BORON Data Release

This data release contains the U.S. salient statistics and world production data extracted from the BORON data sheet of the USGS Mineral Commodity Summaries 2024.

Tags: borate, borax, boric-acid, boric-oxide, boron, calcium-borate, colemanite, datolite, kernite, nonmetallic-mineral-resources, sodium-borate, tincal, ulexite, usgs-65b7d753d34e36a39045b4a0
Organization: Department of the Interior
Mineral Commodity Summaries 2024 - BAUXITE AND ALUMINA Data Release

This data release contains the U.S. salient statistics and world production data extracted from the BAUXITE AND ALUMINA data sheet of the USGS Mineral Commodity Summaries 2024.

Tags: alumina, bauxite, metallic-mineral-resources, usgs-65b7d744d34e36a39045b499
Organization: Department of the Interior
Enhanced Terrain Imagery of the Bluefield 30 x 60 Minute Quadrangle from Lidar-Derived Elevation Models at 3-Meter Resolution

This imagery dataset consists of 3-meter resolution, lidar-derived imagery of the Bluefield 30 x 60 minute quadrangle in West Virginia and Virginia. The source data used to construct this imagery consists of 1-meter lidar-derived digital elevation models (DEMs). The lidar source data were compiled from different acquisitions published between 2020 and 2022. The data were processed using geographic information systems (GIS) software. The data is projected in WGS 1984 Web Mercator. This representation illustrates the terrain as a hillshade with contrast adjusted to highlight local relief according to a topographic position index (TPI) calculation.

Tags: elevation, imagerybasemapsearthcover, lidar, topography, usgs-65d61cefd34ec3e1801d1f49, virginia, west-virginia
Organization: Department of the Interior
VerBa

The dataset folder entitled “VerBa” holds data structures consisting of statistical predictions of daily salinity time series for the Vermillion Bay (VerBa) group, generated from the makESTUSAL software repository described by Asquith and others (2023b). The statistical methods included multiple methods of machine learning, which produced the daily salinity prediction and attendant credible uncertainties included in the data release. The geographic scope of the VerBa group includes the predictions for one location defined using agency code and salinity site abbreviations.

Tags: estuary, gulf-of-mexico, modeling, salinity, usgs-65bc05b6d34e18c6baf2efbd, vermillion-bay
Organization: Department of the Interior
MissR

The dataset folder entitled “MissR” holds data structures consisting of statistical predictions of daily salinity time series for the Mississippi River (MissR) group, generated from the makESTUSAL software repository described by Asquith and others (2023b). The statistical methods included multiple methods of machine learning, which produced the daily salinity prediction and attendant credible uncertainties included in the data release. The geographic scope of the MissR group includes the predictions for thirteen locations defined using agency code and salinity site abbreviations.

Tags: estuary, gulf-of-mexico, mississippi-river, modeling, salinity, usgs-65bc0552d34e18c6baf2efa8
Organization: Department of the Interior
TamBa

The dataset folder entitled “TamBa” holds data structures consisting of statistical predictions of daily salinity time series for the Tampa Bay-Port Charlotte (TamBa) group, generated from the makESTUSAL software repository described by Asquith and others (2023b). The statistical methods included multiple methods of machine learning, which produced the daily salinity prediction and attendant credible uncertainties included in the data release. The geographic scope of the TamBa group includes the predictions for six locations defined using agency code and salinity site abbreviations.

Tags: estuary, gulf-of-mexico, modeling, port-charlotte, salinity, tampa-bay, usgs-65bc05a8d34e18c6baf2efba
Organization: Department of the Interior
MissS

The dataset folder entitled “MissS” holds data structures consisting of statistical predictions of daily salinity time series for the Mississippi Sound (MissS) group, generated from the makESTUSAL software repository described by Asquith and others (2023b). The statistical methods included multiple methods of machine learning, which produced the daily salinity prediction and attendant credible uncertainties included in the data release. The geographic scope of the MissS group includes the predictions for eighteen locations defined using agency code and salinity site abbreviations.

Tags: estuary, gulf-of-mexico, mississippi-sound, modeling, salinity, usgs-65bc0564d34e18c6baf2efab
Organization: Department of the Interior
PanHa

The dataset folder entitled “PanHa” holds data structures consisting of statistical predictions of daily salinity time series for the Florida Panhandle (PanHa) group, generated from the makESTUSAL software repository described by Asquith and others (2023b). The statistical methods included multiple methods of machine learning, which produced the daily salinity prediction and attendant credible uncertainties included in the data release. The geographic scope of the PanHa group includes the predictions for four locations defined using agency code and salinity site abbreviations.

Tags: estuary, florida-panhandle, gulf-of-mexico, modeling, salinity, usgs-65bc0570d34e18c6baf2efae
Organization: Department of the Interior
RookB

The dataset folder entitled “RookB” holds data structures consisting of statistical predictions of daily salinity time series for the Rookery Bay (RookB) group, generated from the makESTUSAL software repository described by Asquith and others (2023b). The statistical methods included multiple methods of machine learning, which produced the daily salinity prediction and attendant credible uncertainties included in the data release. The geographic scope of the RookB group includes the predictions for three locations defined using agency code and salinity site abbreviations.

Tags: estuary, gulf-of-mexico, modeling, rookery-bay, salinity, usgs-65bc057cd34e18c6baf2efb1
Organization: Department of the Interior
GalBa

The dataset folder entitled “GalBa” holds data structures consisting of statistical predictions of daily salinity time series for the Galveston Bay (GalBa) group, generated from the makESTUSAL software repository described by Asquith and others (2023b). The statistical methods included multiple methods of machine learning, which produced the daily salinity prediction and attendant credible uncertainties included in the data release. The geographic scope of the GalBa group includes the predictions for eight locations defined using agency code and salinity site abbreviations.

Tags: estuary, galveston-bay, gulf-of-mexico, modeling, salinity, usgs-65bc0521d34e18c6baf2ef9d
Organization: Department of the Interior
Mineral Commodity Summaries 2024 - PUMICE AND PUMICITE Data Release

This data release contains the U.S. salient statistics and world production data extracted from the PUMICE data sheet of the USGS Mineral Commodity Summaries 2024.

Tags: nonmetallic-mineral-resources, pumice, pumicite, usgs-65b7d854d34e36a39045b507
Organization: Department of the Interior
Greater sage-grouse survival indices, survival categories, sources, and sinks in Nevada and northeastern California

Rasters representing Greater Sage-grouse (hereafter sage-grouse) survival indices and categories during the nesting, early brood, and late brood life stages. A higher pixel value corresponds to a better chance of survival. The four categories of survival are very low, low, moderate, and high. We have also included rasters representing source and sink habitats for sage-grouse. Habitat sinks occur in areas of maladaptive habitat selection, where there are relatively high levels of selection, but low chance of survival. Source habitats were defined as any pixel that supported both high selection and high survival for a given life stage. Importantly, a given pixel was only considered source habitat if it was not sink habitat in another life stage to avoid prioritizing selected areas supporting very low survival.

Tags: biota, california, great-basin, native-species, nevada, shrubland-ecosystems, united-states-of-america, usgs-65f391bfd34e9853bbf0e82a, wildlife
Organization: Department of the Interior
Greater Sage-grouse Pre-fire Priority Habitat, Nevada and northeastern California

A raster identifying areas that met the criteria to be priority habitat for Greater sage-grouse before a fire disturbance occurred. This file is binary, a value of 1 indicates the pixel represents pre-fire priority habitat, a value of 0 indicates the pixel did not meet the criteria of selection, survival, and space-use to be considered pre-fire priority habitat.

Tags: california, great-basin, native-species, nevada, shrubland-ecosystems, united-states-of-america, usgs-65f3923bd34e9853bbf0e82c, wildlife
Organization: Department of the Interior
National Land Cover Database (NLCD) 2019 Accuracy Assessment Points Conterminous United States

The National Land Cover Database (NLCD), a product suite produced through the Multi-resolution Land Characteristics (MRLC) consortium, is an operational land cover monitoring program. The release of NLCD2019 extends the database to 18 years. We collected land cover reference data for the 2016 and 2019 components of the NLCD2019 database at Level II and Level I of the classification hierarchy. For both dates, Level II land cover overall accuracies (OA) were 77.5% ± 1% (± value is the standard error) when agreement was defined as a match between the map label and primary reference label only and increased to 87.1% ± 0.7% when agreement was defined as a match between the map label and either the primary or alternate reference label. At Level I of the classification hierarchy, land cover OA was 83.1% ± 0.9% for both 2016 and 2019 when agreement was defined as a match between the map label and primary reference label only and increased to 90.3% ± 0.7% when agreement also included the alternate reference label. The Level II and Level I OA for the 2016 land cover in the NLCD2019 database were 5% higher compared to the 2016 land cover component of the NLCD2016 database when agreement was defined as a match between the map label and primary reference label only. No improvement was realized by the NLCD2019 database when agreement also included the alternate reference label. User’s accuracies (UA) for forest loss and grass gain were 70% when agreement included either the primary or alternate label, and UA was generally 50% for all other change themes. Producer’s accuracies (PA) were 70% for grass loss and gain and water gain and generally 50% for the other change themes.

Tags: accuracy-assessment, imagerybasemapsearthcover, land-cover, land-cover-change, nlcd, reference-data-quality, u-s, united-states, us, usgs-65e07223d34eb64889e1ac5a
Organization: Department of the Interior
Laboratory Evaluation of Phototaxis in Cultured Cisco Larvae

Field observations in a Lake Ontario embayment suggested that there is a phototaxic response of larval cisco that changes with development. This switch was verified using cultured cisco in a laboratory environment. These data include counts of cisco larvae at three depth ranges within multiple 95 liter tanks. Each tank of larvae were exposed to one of three different light treatments with three replicate tanks per treatment. Light treatments were 24 hours per day of light exposure, 24 hours per day in darkness, and a 12-hour light then 12-hour dark exposure cycle. Observations of cisco positioning within the water column were recorded periodically. The information collected included the date and time of the observation, age of larvae at the time of the observation, and the count of larvae at each depth range at the time of the observation. Observations were recorded over 31 days.

Tags: biota, chaumont-bay, coregonine, fish-larvae, great-lakes, lake-ontario, light-response, organism-growth-and-development, phototaxis, usgs-65bc0653d34e18c6baf2efc3
Organization: Department of the Interior