AndreaBozzo/ceres-open-data-index huggingface dataset:
usSEABED CaLCulated data for the New York-New Jersey Region (NYNJ_CLC)

This data layer is a point coverage of known sediment samplings, inspections and probings from the usSEABED data collection and integrated using the software system dbSEABED. This data layer represents the calculated (CLC) output of the dbSEABED mining software. It contains results from calculating variables using empirical functions working on the results of extraction or parsing. The CLC data is the most derivative and certainly the least accurate; however, many clients appreciate that it extends the coverage of map areas with attributes, especially physical properties attributes.

Tags: analyses, atlantic-coast, atlantic-ocean, benthic-habitats-pacific-project, biogenic-sediments, cmgp, coastal-and-marine-geology-program, dbseabed, descriptions, east-coast, geology, geoscientificinformation, geospatial-datasets, grain-size, instaar, institute-of-arctic-and-alpine-research, location, marine-aggregates-resources-and-processes, marine-sediments, new-jersey, new-york, new-york-bight, oceans, pacific-science-center, psc, sea-floor-characteristics, seabed, seafloor, sediment-chemistry, sediment-composition, sediment-data, sediment-textures, sedimentation, terrigenous-sediments, texture, u-s-geological-survey, united-states, university-of-colorado, usgs, usgs-4679eb77-394f-484b-bde0-44f30de99bb2, usseabed, whsc, woods-hole-science-center
Organization: Department of the Interior
Coastwide Reference Monitoring System (CRMS) 2005, 2008, 2012, 2016 and 2018 Site 3650 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-611f14b2d34e40dd9c01d31e, wetland, wetland-ecosystems, wetland-restoration
Organization: Department of the Interior
National Assessment of Oil and Gas Project - Denver Basin Province (039) Tabular Datasets

This dataset comprises a collection of tabular data and graphical images supporting the U.S. Geological Survey's National Oil and Gas Assessment (NOGA) for Denver Basin Province (039). The dataset includes detailed information on crude oil and natural gas production, including volumetric and descriptive data such as cumulative production, remaining reserves, and known recoverable volumes. Historical data covering field-discovery dates, well completion dates, exploration objectives, and well depths are also provided. Data sources include commercial databases along with supplemental information from various federal and state agencies. No proprietary data is included in this. The dataset is presented in multiple formats, including .pdf files for graphical images and .tab files for tabular data, encompassing eco-regional, federal land, ownership parcels, and state-wise data distributions.

Tags: energy-resources, geoscientificinformation, national-and-global-assessment-oil-and-gas, natural-gas, natural-gas-resources, oil, usgs-65eb6c62d34e14033297e0ea
Organization: Department of the Interior
Geospatial data sets and hydraulic models for selected streams near Rittman in Wayne and Medina Counties, Ohio.

Digital flood-inundation maps were created by the U.S. Geological Survey (USGS) in cooperation with the Muskingum Watershed Conservancy District and the City of Rittman as part of a Federal Emergency Management Agency (FEMA) Flood Insurance Study (FIS). The flood-inundation maps show estimates of the areal extent corresponding to the 1% and 0.2% annual-exceedance probability floods. Flood profiles were computed for each stream reach by means of a one-dimensional step-backwater model.

Tags: flood-boundary, flood-insurance, floodway, hydraulic, medina-county, modeling, ohio, rittman, usgs-5e691d46e4b01d50925ca242, wayne-county
Organization: Department of the Interior
1/3rd arc-second Digital Elevation Models (DEMs) - USGS National Map 3DEP Downloadable Data Collection

This is a tiled collection of the 3D Elevation Program (3DEP) and is 1/3 arc-second
(approximately 10 m) resolution. The 3DEP data holdings serve as the elevation layer of The
National Map, and provide foundational elevation information for earth science studies and
mapping applications in the United States. Scientists and resource managers use 3DEP data
for hydrologic modeling, resource monitoring, mapping and visualization, and many other
applications. The elevations in this DEM represent the topographic bare-earth surface. The
seamless 1/3 arc-second DEM layers are derived from diverse source data that are processed
to a common coordinate system and unit of vertical measure. These data are distributed in
geographic coordinates in units of decimal degrees, and in conformance with the North
American Datum of 1983 (NAD 83). All elevation values are in meters and, over the
continental United States, are referenced to the North American Vertical Datum of 1988
(NAVD88). The seamless 1/3 arc-second DEM layer provides coverage of the conterminous United
States, Hawaii, Puerto Rico, other territorial islands, and in limited areas of Alaska. The seamless 1/3arc-second DEM is available as pre-staged current and historical products tiled in GeoTIFF format. The seamless 1/3 arc-second DEM layer is updated continually as new data become available in the current folder. Previously created 1 degree blocks are retained in the historical folder with an appended date suffix (YYYMMDD) when they were produced. Other 3DEP products are nationally
seamless DEMs in resolutions of 1, and 2 arc seconds. These seamless DEMs were referred to
as the National Elevation Dataset (NED) from about 2000 through 2015 at which time they
became the seamless DEM layers under the 3DEP program and the NED name and system were
retired. Other 3DEP products include one-meter DEMs produced exclusively from high
resolution light detection and ranging (lidar) source data and five-meter DEMs in Alaska as
well as various source datasets including the lidar point cloud and interferometric
synthetic aperture radar (Ifsar) digital surface models and intensity images. All 3DEP
products are public domain.

Tags: 1-degree-dem, 3d-elevation-program, 3dep, bare-earth, cartography, dem, digital-elevation-model, digital-mapping, digital-terrain-model, elevation, elevation-theme, geodata, geographic-information-system, gis, grid, high-resolution, hydro-flattened, ifsar, interferometric-synthetic-aperture-radar, lidar, light-detection-and-ranging, mapping, national-elevation-dataset, national-geospatial-data-asset, ned, ngda, ngdaid42, raster, terrain-elevation, topographic-surface, topography, u-s-geological-survey, united-states, us, usgs, usgs-3a81321b-c153-416f-98b7-cc8e5f0e17c3
Organization: Department of the Interior
Suspended sediment, total nitrogen, and total phosphorus loads for Iroquois River near Foresman, Indiana, April 2015 to July 2018

This data release contains the calibration data set and R code used to create regression models for estimating daily loads of suspended sediment, total nitrogen, and total phosphorus at the Iroquois River near Foresman, Indiana streamgage (05524500). The USGS R software package, rloadest, was used to develop the regression models and estimate loads. The models were developed using discrete water-quality data and concurrent daily streamflow data measured/determined at the streamgage for the period April 2015 through July 2018. Also included in this data release is the input data set of daily streamflow data and the daily load output data sets that were produced by the regression models. Summary information for the model development for each constituent are included in this data release.

Tags: environment, indiana, midwest, nutrient-content-water, nutrient-loads, nutrient-pollution, sediment-loads, sediment-transport, statistical-modeling, surface-water-quality, usgs-5c82a11ae4b0938824489adc, water-quality
Organization: Department of the Interior
Magnetotelluric data from Minnesota, Wisconsin, and Upper Michigan, 2015-2019, station wup505

This dataset consists of 176 wideband magnetotelluric (MT) stations collected from 2015-2019 across parts of Minnesota, Wisconsin and the Upper Peninsula of Michigan. The U.S. Geological Survey (USGS) acquired these data as part of regional investigations into the geologic and tectonic framework of the area and to support mineral resource investigations. These data have been used to generate a 3D regional conductivity model of the area. Files included in this publication include measured electric- and magnetic-field time series as well as estimated impedance and vertical-magnetic field transfer functions. The data included here are for MT station wup505 in the Western Upper Peninsula survey region. A shapefile with station information for all stations in this dataset is available at https://doi.org/10.5066/P9G2Y71H.

Tags: animikie-basin, apparent-resistivity, archean, ashland-syncline, bayfield-peninsula, conductivity, duluth-complex, electromagnetic-surveying, exploration, geologic-structure, geology-geophysics-and-geochemistry-science-center, geophysics, geoscientificinformation, gggsc, impedance, keweenaw-peninsula, lake-superior, magnetic-field-earth, magnetotelluric-surveying, magnetotellurics, mesoproterozoic, michigan, midcontinent-rift, mineral-resources, mineral-resources-program, minnesota, mrp, mt, paleoproterozoic, penokean-orogen, phanerozoic, phase, quaternary, tectonics, time-series, tipper, upper-peninsula, usgs-5f6ade3b82ce38aaa2449ae5, wisconsin, wisconsin-magmatic-terranes
Organization: Department of the Interior
SANPHAB -- Habitat polygons for South Anacapa Passage (UTM 10N, NAD83)

Benthic habitat polygon coverages have been created for marine reserve locations surrounding the Santa Barbara Basin.  Diver, ROV and submersible video transects, bathymetry data, sedimentary samples, and sonar mapping, have been integrated to describe the geological, biological, and oceanographic aspects of habitat.  Anacapa Reserve, is part of the Marine Ecological Reserves Research Program (MERRP).  The U.S. Geological Survey (USGS), in a cooperative project with Sea Grant-MERRP and investigators at National Marine Fisheries Service (NMFS), the Channel Islands National Marine Sanctuary (CINMS), and National Park Service (NPS) has collected sidescan sonar and video data to produce a polygon coverage. The habitat polygons have attributes for megahabitat, bottom induration, macrohabitat (where macrohabitat observations are available), polygon area, polygon perimeter, and water depth.  The habitat GIS shows rocky habitat suitable for rockfish (Sebastes sp.), abalone (Haliotis sp.), and other threatened benthic species from the shoreline out to the 100-m depth limit of the survey.

Tags: benthic-habitat, biota, ca, california, channel-islands, channel-islands-national-marine-sanctuary, cmhrp, coastal-and-marine-hazards-and-resources-program, coastal-geology, fisheries, geology, geoscientificinformation, habitats, marine-geology, north-pacific-ocean, northern-pacific-ocean, oceans, pacific-coastal-and-marine-science-center, pcmsc, santa-barbara, santa-cruz-islands, scientific-interpretation, sea-floor-characteristics, seafloor, south-anacapa-passage, southern-california, u-s-geological-survey, united-states, usa, usgs, usgs-23cf8de7-0035-4db7-9d1b-5a180d373f6a, ventura, west-coast
Organization: Department of the Interior
Topography data from northern Monterey Bay, California, September 2016

This part of the data release presents topography data from northern Monterey Bay, California collected in September 2016. Topography data were collected on foot with survey-grade global navigation satellite system (GNSS) receivers mounted on backpacks and with an all-terrain vehicle (ATV) using a GNSS receiver mounted at a measured height above the ground.

Tags: bathymetry-and-elevation, cmgp, coastal-and-marine-geology-program, elevation, global-positioning-system-gps-observations, gps-global-positioning-system, gps-measurement, monterey-bay, monterey-county, pacific-coastal-and-marine-science-center, pacific-ocean, pcmsc, santa-cruz-county, topography, u-s-geological-survey, usgs, usgs-59fa1347e4b0531197aff1d8
Organization: Department of the Interior
Coastwide Reference Monitoring System (CRMS) 2005, 2008, 2012, 2016, 2018, and 2021 Site 0118 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 six land-water products (2005, 2008, 2012, 2016, 2018, and 2021).  The resulting matrix has 64 possible classes defined by the combination of land and water categories on those six 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-64dfbafcd34e5f6cd553c051, wetland, wetland-ecosystems, wetland-restoration
Organization: Department of the Interior
Raw, high-resolution, chirp seismic-reflection data collected in San Pablo Bay (northern California) during field activity 2014-639-FA from 10/06/2014 to 10/10/2014

This dataset includes raw, high-resolution chirp seismic-reflection data collected in 2014 by the U.S. Geological Survey (USGS) in San Pablo Bay, northern California.

Tags: bathymetry, bathymetry-and-elevation, cmgp, coastal-and-marine-geology-program, continental-margins, contra-costa-county, geoscientificinformation, mare-island, marin-county, oceans, pacific-coastal-and-marine-science-center, pcmsc, pinole, pinole-point, san-francisco-bay, san-pablo-bay, sears-point, seismic-reflection-profiling, solano-county, sonoma-county, state-of-california, sub-bottom-profiling, tubbs-island, u-s-geological-survey, usgs, usgs-57322719e4b0dae0d5dc1f3f, vallejo
Organization: Department of the Interior
Text files of the navigation logged during field activity 2012-035-FA by the U.S. Geological Survey and Massachusetts Office of Coastal Zone Management in Ipswich Bay and Massachusetts Bay, Massachusetts, in August 2012 (ASCII text and CSV files)

Accurate data and maps of sea-floor geology are important first steps toward protecting habitat, delineating marine resources, and assessing environmental changes due to natural or human effects. Initiated in 2003, the primary objective of the Geologic Mapping of the Massachusetts Sea Floor program is to develop regional geologic framework information for the management of coastal and marine resources. The program is focused on the inshore waters (primarily 5-30 meters deep, although the region surveyed in this field activity includes waters up to 90 meters deep) of Massachusetts. This dataset, collected aboard the Ocean Survey Vessel (OSV) Bold as part of the Geologic Mapping of the Massachusetts Sea Floor Program, is from U.S. Geological Survey (USGS) sampling survey 2012-035-FA (August 21-27, 2012) by the USGS Woods Hole Coastal and Marine Science Center and the Massachusetts Office of Coastal Zone Management with partners from the Massachusetts Bays Program, the Massachusetts Department of Environmental Protection, the Massachusetts Division of Marine Fisheries, and the U.S. Environmental Protection Agency. During the survey, surficial sediment samples and bottom still and video imagery were collected in Ipswich Bay and Massachusetts Bay, Massachusetts.

Tags: atlantic-ocean, bay, bigelow-bight, cape-ann, cmgp, coastal-and-marine-geology-program, continental-shelf, czm, dgps, differential-global-positioning-system, field-activity-2012-035-fa, field-activity-number-12035, garmin-gpsmap-76csx, global-positioning-system-gps-observations, gulf-of-maine, ipswich-bay, location, ma-czm, marine-geology, massachusetts, massachusetts-bay, massachusetts-office-of-coastal-zone-management, massczm, navigation, navigational-data, north-america, oceans, osv-bold, plum-island, u-s-geological-survey, united-states, usgs, usgs-581a237d-ca72-4a7a-978b-056b1afe9cda, whcmsc, woods-hole-coastal-and-marine-science-center
Organization: Department of the Interior
Mineral Commodity Summaries 2025 - SULFUR Data Release

This data release contains the U.S. salient statistics and world production data extracted from the SULFUR data sheet of the USGS Mineral Commodity Summaries 2025.

Tags: nonmetallic-mineral-resources, sulfur, sulfuric-acid, usgs-6798f3e7d34ea8c18376e861
Organization: Department of the Interior
Microcosm experiment data of microcystin-degrading bacteria in Lake Erie source waters and drinking-water plants, 2015-18

In 2015-2018, the U.S. Geological Survey (USGS) in cooperation with the U.S. Environmental Protection Agency Great Lakes Restoration Initiative investigated the biodegradation of microcystins in source waters and sand filters from drinking-water plants in the Western Lake Erie Basin. Four source waters and three sand filtrate samples were collected from the intakes and sand filters of Lake Erie drinking-water plants and transported to the USGS Ohio Water Microbiology Laboratory, where investigators set up microcosms to enrich for and identify indigenous bacteria capable of degrading microcystins. Quality control samples were set up in the microcosms to check analyses and included positive controls, negative controls, and replicates. Microcystin biodegradation was quantified by the disappearance of the toxin as compared to control cultures in microcosm and microplate experiments, and by the presence of a gene within microcystin-degrading bacteria that encodes for an enzyme involved in the initial steps of biodegradation. Bacteria were isolated from microcosms enriched with microcystin-LR (MC-LR) and MC-LR concentrations were measured over time by ELISA (table 1). Isolates were selected from the microcosm experiments for further growth testing in microplate experiments with various enrichment media and MC-LR over 96 hours (table 2). Biofilm formation potential for the isolates were also measured and data is shown in table 3. Isolate absorbances of ten potential microcystin degraders were incubated in a microplate with MC-LR as the sole carbon source (table 4) and concentrations of MC-LR in microplate wells were measured over time (table 5).

Tags: algal-blooms, biodegradation, biota, cyanobacteria, lake-erie, microcystin, sand-filters, usgs-646cd128d34ee02593fb4e85
Organization: Department of the Interior
Parasite sample voucher numbers and 28S rRNA alignment file for parasites collected from California Giant Salamander (Dicamptodon ensatus) from Webb Creek, in the Bear Creek Redwoods Preserve in Santa Clara County, California, USA

Multi sequence file (.msf) file used to construct a 28S rRNA phylogenetic tree of species of Euryhelmis and other heterophyid trematodes. Sequences were generated from metacercariae samples at U.S. Geological Survey National Wildlife Health Center (NWHC) and compared for base pair similarities with publicly available sequences from GenBank using BLAST (https://blast.ncbi.nlm.nih.gov/Blast.cgi). Selection of GenBank sequences to include in the .msf file was based on the number of base pair similarities (94% or higher identity to this study’s sequences), 98–100% coverage AND stage of parasite from which the sequence was generated. An excel file listing all parasites and DNA from NWHC vouchered with the University of New Mexico, Museum of Southwestern Biology, Division of Parasitology along with GenBank Voucher numbers of deposited partial 28S rRNA, mitochondrial CO1 and 18S rRNA gene sequences.

Tags: bear-creek-redwoods-preserve, biota, california-giant-salamander, euryhelmis-sp, infection, parasites, santa-clara, usgs-659f2fffd34e5af967a350e0, webb-creek
Organization: Department of the Interior
Summary of 2019 Environmental Toxicology and Chemistry articles: Data

Statistical inferences play a critical role in ecotoxicology. Historically, Null Hypothesis Significance Testing (NHST) has been the dominant method for inference 
in ecotoxicology. As a brief and informal definition of the NHST approach, researchers compare (or “test”) an experimental treatment or observation against a hypothesis of 
no relationship or effect (the “null hypothesis”) using the collected data to see if the observed values are statistically “significant” given predefined error rates. The 
resulting probability of observing a value equal to or greater than the observed value assuming the null hypothesis is true is the p-value. Criticisms of NHST have existed 
for almost a century and more recently these have grown to the point where statisticians, including the American Statistical Association, have felt the need to clarify the 
role of NHST and p-values in science beyond their current common use. These limitations also exist in ecotoxicology. For example, a review of the 2010 Environmental 
Toxicology and Chemistry (ETC) volume found many authors did not correctly report p-values. We repeated this review looking at the 2019 volume of ETC and the incorrect 
reporting of p-values still occurred almost a decade later.

Tags: biota, ecotoxicology, environmental-toxicology, none, null-hypothesis-significance-testing, statistical-methods, usgs-5ede3a0582ce7e579c6e5607
Organization: Department of the Interior