AndreaBozzo/ceres-open-data-index huggingface dataset:
Probable suitable habitat for Orcutt’s woody aster (Xylorhiza orcuttii) in the California desert

Here we present the map of probable suitable habitat for Orcutt’s woody aster (Xylorhiza orcuttii). The data indicate both how many models predicted each location to be suitable for the species, and the average standardized habitat suitability score for each location.Data are presented at a spatial resolution of 10 m pixels, which was required to harmonize the original model inputs. However, maps of suitable habitat should be used at a resolution no smaller than 360 m (i.e., 36 pixels x 36 pixels), which corresponds with the resolution of the coarsest model input. This product can be used to inform future conservation, planning, and management actions in the California desert. Complete methods and other additional information are provided in the article associated with this data release (Reese and others, 2019).

Tags: biota, species-distribution-model, usgs-5c9a393fe4b0b8a7f62a5e23
Organization: Department of the Interior
Comparison of mangrove extent from 2005 and 2014 of Ten Thousand Islands NWR, Florida, USA

This shapefile compares the approximate location of mangroves within the boundary of Ten Thousand Islands NWR in 2005 to their location in 2014.

Tags: biota, collier-county, florida, gulf-of-mexico, southern-florida, ten-thousand-islands-national-wildlife-refuge, usa, usgs-5bd37853e4b0b3fc5ce517b5
Organization: Department of the Interior
Wind rose plots for the volcano: 284142  Supply Reef

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-58d013c5e4b0236b68f52d55, volcanic-ash, volcanic-eruption-forecasting, wind
Organization: Department of the Interior
Unvegetated to vegetated ratio of marsh units in Atlantic-facing New Jersey salt marshes

This data release contains coastal wetland synthesis products for the Atlantic-facing New Jersey salt marshes. Metrics for resiliency, including the unvegetated to vegetated ratio (UVVR), marsh elevation, and tidal range, are calculated for smaller units delineated from a digital elevation model, providing the spatial variability of physical factors that influence wetland health. The U.S. Geological Survey has been expanding national assessment of coastal change hazards and forecast products to coastal wetlands with the intent of providing federal, state, and local managers with tools to estimate the vulnerability and ecosystem service potential of these wetlands. For this purpose, the response and resilience of coastal wetlands to physical factors need to be assessed in terms of the ensuing change to their vulnerability and ecosystem services.

Tags: atlantic-ocean, cape-may-national-wildlife-refuge, coastal-ecosystems, coastal-processes, edwin-b-forsythe-national-wildlife-refuge, environment, estuary, gateway-national-recreational-area, geospatial-datasets, inlandwaters, marsh-health, new-jersey, oceans, salt-marsh, united-states, usgs-671934e3d34e23541cc1720e, uvvr, vegetation, wetland-ecosystems, wetland-functions
Organization: Department of the Interior
Gambia Land Use Land Cover 1975

This dataset is the first (circa 1975) in a series of three 1-kilometer land use land cover (LULC) time-periods datasets (1975, 2000, and 2013) aids in monitoring change in West Africa’s land resources. To monitor and map these changes, a 26 general LULC class system was used. The classification system that was developed was primarily inspired by the “Yangambi Classification” (Trochain, 1957). This fairly broad class system for LULC was used because the classes can be readily identified on Landsat satellite imagery. A visual photo-interpretation approach was used to identify and map the LULC classes represented on Landsat images. The Rapid Land Cover Mapper (RLCM) was used to facilitate the photo-interpretation using Esri’s ArcGIS Desktop ArcMap software. Citation: Trochain, J.-L., 1957, Accord interafricain sur la définition des types de végétation de l’Afrique tropicale: Institut d’études centrafricaines.

Tags: biota, cenozoic, holocene, land-cover, land-use, land-use-classes, landcover, landuse, phanerozoic, usgs-5edfe4ae82ce7e579c7088ed
Organization: Department of the Interior
Magnetotelluric data from Missouri, Arkansas, Tennessee, Illinois, and Kentucky, 2016-2019, station mrv009

This dataset consists of 127 wideband and 21 long-period magnetotelluric (MT) stations collected from 2016-2019 across parts of Missouri, Arkansas, Tennessee, Illinois, and Kentucky. The U.S. Geological Survey acquired these data as part of regional investigations into the geologic and tectonic framework of the area and to support mineral resource and geologic hazard 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 mrv009 in the Mississippi River Valley survey region. A shapefile with station information for all stations in this dataset is available at https://doi.org/10.5066/P9F7HFH7.

Tags: apparent-resistivity, arkansas, conductivity, electromagnetic-surveying, exploration, geologic-structure, geology-geophysics-and-geochemistry-science-center, geophysics, geoscientificinformation, gggsc, illinois, impedance, kentucky, magnetic-field-earth, magnetotelluric-surveying, magnetotellurics, mineral-resources, mineral-resources-program, mississippi-embayment, missouri, mrp, mt, ozark-plateau, phanerozoic, phase, precambrian, quaternary, reelfoot-rift, saint-francois-mountains, tectonics, tennessee, time-series, tipper, usgs-5f91b6ec82ce720ee2d33b46
Organization: Department of the Interior
Down-looking Images of Lake Trout (Salvelinus namaycush) and Round Goby (Neogobius melanostomus) to Support Automated Biomass Estimation

These data include in situ images of lake trout (Salvelinus namaycush) and round goby (Neogobius melanostomus) collected by an autonomous underwater vehicle (AUV) in Lakes Michigan and Superior in 2020 and 2021 and laboratory images of round goby collected by a GoPro in 2021.  These images were collected and labeled to train and validate an algorithm for automated fish sizing and biomass estimation.  The dataset includes original images, ground truth binary masks, where the designated benthic fish is represented by white pixels and the background by black pixels, and calibration images to correct any type of distortion on the imagery if needed.

Tags: computer-science, fishery-management, fishes, great-lakes, inlandwaters, lake-michigan, lake-superior, lake-trout, round-goby, usgs-656e2288d34e7ca10833f94b
Organization: Department of the Interior
Magnetotelluric data from Missouri, Arkansas, Tennessee, Illinois, and Kentucky, 2016-2019, station rfr120

This dataset consists of 127 wideband and 21 long-period magnetotelluric (MT) stations collected from 2016-2019 across parts of Missouri, Arkansas, Tennessee, Illinois, and Kentucky. 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 and geologic hazard 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 rfr120 in the Reelfoot Rift survey region. A shapefile with station information for all stations in this dataset is available at https://doi.org/10.5066/P9F7HFH7.

Tags: apparent-resistivity, arkansas, conductivity, electromagnetic-surveying, exploration, geologic-structure, geology-geophysics-and-geochemistry-science-center, geophysics, geoscientificinformation, gggsc, illinois, impedance, kentucky, magnetic-field-earth, magnetotelluric-surveying, magnetotellurics, mineral-resources, mineral-resources-program, mississippi-embayment, missouri, mrp, mt, ozark-plateau, phanerozoic, phase, precambrian, quaternary, reelfoot-rift, saint-francois-mountains, tectonics, tennessee, time-series, tipper, usgs-5f8aaa2082ce3241878fdd70
Organization: Department of the Interior
Blood variable data for clinically normal and clinically abnormal Mojave Desert tortoises (Gopherus agassizii) in 2013

To improve our understanding of health and immune function in tortoises, we evaluated both standard blood diagnostic (body condition, hematologic, plasma biochemistry values, trace elements, plasma proteins, vitamin A levels) and gene transcription profiles in 21 adult tortoises (11 clinically abnormal; 10 clinically normal) from Clark County, NV, USA. Necropsy and histology evaluations from clinically abnormal tortoises revealed multiple physiological complications, with moderate to severe rhinitis or pneumonia being the primary cause of morbidity in all but one of the examined animals. Improved methods for health assessments are an important element of monitoring tortoise population recovery and can support the development of more robust diagnostic measures for ill animals, or individuals directly impacted by disturbance.

Tags: biota, clark-county-nevada, health, hidden-valley, usgs-592f6cdde4b0e9bd0ea7955f
Organization: Department of the Interior
Unprocessed aerial imagery from 6 July 2024 coastal survey of Washington.

This is a set of 7809 oblique aerial photogrammetric images and their derivatives, collected from Salish Sea 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-2027ef9c-25fc-435c-a198-a14d7e238ad6, visible-light-imaging
Organization: Department of the Interior
Streamflow Observation Points in the Pacific Northwest, 1977-2016

This dataset includes spatial locations in the Pacific Northwest where streamflow observations were recorded. For the purpose of this investigation, all streamflow observations were converted into wet or dry indicator values.

Tags: california, idaho, inlandwaters, intermittent, montana, nevada, nhd-region-17, oregon, pacific-northwest, perennial, permanence, streamflow, streams, usgs-5a0f338de4b09af898d099b9, utah, washington, wyoming
Organization: Department of the Interior
Regional scale magnetotelluric data from the Rio Grande Rift and southern Rocky Mountains, Station rgr119

This dataset consists of 102 magnetotelluric (MT) stations collected in 2012-2014 in the Rio Grande Rift and southern Rocky Mountains. The U.S. Geological Survey acquired these data to improve regional conductivity models of the western United States. This work is in support of studies of the effect of lithospheric modification on electrical resistivity structure and tectonic evolution of the western United States.

Tags: apparent-resistivity, colorado, electromagnetic-surveying, geology-geophysics-and-geochemistry-science-center, geophysics, geoscientificinformation, gggsc, impedance, magnetic-field-earth, magnetotelluric, mineral-resources-program, mrp, mt, phase, regional-conductivity-models, rio-grande-rift, rocky-mountains, time-series, tipper, usgs-5ad9176fe4b0e2c2dd27a92e
Organization: Department of the Interior
Regional scale magnetotelluric data from the Rio Grande Rift and southern Rocky Mountains, Station rgr118

This dataset consists of 102 magnetotelluric (MT) stations collected in 2012-2014 in the Rio Grande Rift and southern Rocky Mountains. The U.S. Geological Survey acquired these data to improve regional conductivity models of the western United States. This work is in support of studies of the effect of lithospheric modification on electrical resistivity structure and tectonic evolution of the western United States.

Tags: apparent-resistivity, colorado, electromagnetic-surveying, geology-geophysics-and-geochemistry-science-center, geophysics, geoscientificinformation, gggsc, impedance, magnetic-field-earth, magnetotelluric, mineral-resources-program, mrp, mt, phase, regional-conductivity-models, rio-grande-rift, rocky-mountains, time-series, tipper, usgs-5ad9176fe4b0e2c2dd27a92c
Organization: Department of the Interior
Anza-Terwilliger study wells in Riverside County, California

This digital data set contains the locations, water-level altitude, and 
water-level differences of 70 wells selected to document water-level 
changes between fall 2004 and spring 2005 in the Anza-Terwilliger 
area of Riverside County, California.  The winter of 2005 was one of 
the wettest periods on record.  Links to the U.S. Geological Survey 
National Water Information Systems Website (NWISWeb) have been 
established to interactively view recent water-level information via the 
internet by clicking on a specific well.

Tags: anza-terwilliger, california, environment, geoscientificinformation, inlandwaters, riverside-county, usgs-3bd17faa-4763-4397-89ff-bdb0b28828c6, water-level-changes
Organization: Department of the Interior
Predictive model of fire frequency in the Mojave Desert

This raster dataset represents spatially explicit predictions of fire frequency in the Mojave Desert based on models developed from data on perimeters of fires greater than 405 hectares that burned between 1972 through 2010. Raster resolution equals 30 meters, projection equals UTM Zone 11N.

Tags: biota, burn-severity, desert-ecosystems, disturbance, ecosystems, field-methods, fire, fire-frequency, fire-regimes, fire-return-interval, fires, geographic-information-systems, grass-fire-cycle, heterogeneity, imagerybasemapsearthcover, invasive-species, mojave-desert, plants-organisms, predictive-models, random-forests, remote-sensing, spatial-models, usgs-62d9cc13d34e2842e1ee0f8e, vegetation
Organization: Department of the Interior
Superfund GIS - 1:250,000 Geology of Tennessee.

This data set is a digital representation of the printed 1:250,000 geologic
maps from the Tennessee Department of Environment and Conservation,
Division of Geology.  The coverage was designed primarily to provide a
more detailed geologic base than the 1:2,500,000 King and Beikman (1974).
1:24,000 scale coverage of the state is available for about 40 percent of
the state. Formation names and geologic unit codes used in the coverage are from
the Tennessee Division of Geology published maps and may not conform to USGS
nomenclature. The Tennessee Division of Geology can be contacted at (615) 532-1500

Tags: environment, geoscientificinformation, inlandwaters, tennessee-geology-lithology-fault, usgs-3dd441c8-0bb8-4241-b090-8bfbe89e8b4c
Organization: Department of the Interior
Baseline coastal oblique aerial photographs collected U.S. Army Corps of Engineers Field Research Facility, Duck, North Carolina, June 9, 2017

The U.S. Geological Survey (USGS) conducts baseline and storm-response photography missions to document and understand the changes in the vulnerability of the Nation's coasts to extreme storms. On June 09, 2017, the USGS conducted an oblique aerial photographic survey of the U.S. Army Corps of Engineers Field Research Facility (USACE FRF), located in Duck, North Carolina, aboard a Cessna 182 aircraft at an altitude of approximately 1000 feet (ft). This mission was conducted to collect data for USACE FRF Duck Unmanned Aerial Systems (UAS) Open Field Experiment, carried out June 5–21, 2017. The photographs provided are Joint Photographic Experts Group (JPEG) and Nikon Electronic Format (NEF) images. The photograph locations are an estimate of the aircraft's position and do not indicate the location of the feature in the images. These photographs document the configuration of the USACE FRF at the time of the survey. ExifTool (version 4.0) was used to add the following to the header of each photograph: time of collection, GPS latitude, GPS longitude, keywords, credit, artist (photographer), caption, copyright, and contact information. JPEG photographs can be opened with any JPEG-compatible image viewer. All image times are recorded in Coordinated Universal Time (UTC). In addition to the photographs, a Google Earth Keyhole Markup Language (KML) file is provided and can be used to view the images by clicking on the marker and then the thumbnail or the link above the thumbnail. This KML, 2017-033-FA.kml, can be found in 2017-033-FA-SupplementalFiles.zip.

Tags: baseline, beach-erosion, coastal-processes, coastline, duck, duck-drone-experiment-2017, environment, erosion, geomorphology, image-collections, imagerybasemapsearthcover, mapping-survey, marine-geology, national-assessment-for-coastal-change-hazards, north-carolina, oblique-aerial-photography, oceans, photographs, photography, structure, u-s-army-corps-of-engineers-field-research-facility, u-s-geological-survey, usgs-120ef5e0-e3b6-4342-bb58-4a33102cc363
Organization: Department of the Interior
Potentiometric Surface Contours of the Lloyd and North Shore Aquifers, April-May 2016

This polyline shapefile consists of digital contours that represent the potentiometric-surface altitude of water in the Lloyd and contiguous North Shore aquifer beneath Nassau and Suffolk Counties, Long Island, New York. The U.S. Geological Survey constructed a potentiometric-surface altitude map using ground-water levels measured in the Lloyd and North Shore aquifers during the spring of 2016. Contours were constructed at a scale of 1:125,000 from water-level data collected at 60 groundwater monitoring wells. The potentiometric-surface altitude contours were digitized and compared to 1997, 2006, 2010 and 2013 potentiometric-surface altitude maps. The contours range from -5 to 60 feet at 5 foot intervals above and below the National Geodetic Vertical Datum of 1929. This polyline shapefile is a digital representation of the potentiometric-surface contours presented in sheet 3 of Scientific Investigations Map 3398.

Tags: contours, environment, geoscientificinformation, groundwater, hydrology, inlandwaters, levels, lloyd-aquifer, long-island, nassau-county, new-york, north-shore-aquifer, potentiometric-surface-contours, suffolk-county, usgs, usgs-5995ca92e4b0fe2b9fea7698, water-level
Organization: Department of the Interior
Coastwide Reference Monitoring System (CRMS) 2005, 2008, 2012, 2016 and 2018 Site 0224 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-611f129ad34e40dd9c01d121, wetland, wetland-ecosystems, wetland-restoration
Organization: Department of the Interior
Chemical and Physical Controls on Mercury Source Signatures in Stream Fish from the Northeastern United States

The Northeast Stream Quality Assessment (NESQA) performed mercury (Hg) isotope analysis of prey fish, game fish, and sediments from 29 sites across an urban to forested land-use gradient. The data presented here includes the chemical analysis of Hg concentrations and isotopes, capture information for fish species, land use, and stream water quality variables. Using these parameters it was determined that the preservation of Hg isotope signatures, which are indicative of source (e.g. atmospheric deposition, industrial point discharge), were dependent on land use, proximity to point sources, and variables related urbanization (e.g. road density and impervious surface cover).
Additional Information regarding the interpretation of this data set can be found in the corresponding journal article: (https://pubs.acs.org/doi/10.1021/acs.est.9b03394).

Tags: bioaccumulation, connecticut, ecotoxicity, land-use, massachusetts, mercury, mercury-isotopes, new-hampshire, new-york, northeast-united-states, rhode-island, usgs-5d14b416e4b0941bde5b73f7, vermont
Organization: Department of the Interior
GLORIA sidescan sonar mosaic

This image is a 250m version of the composite Gulf of Mexico GLORIA sidescan sonar mosaic.

Tags: composite-mosaic, eez, exclusive-economic-zone, geologic-long-range-inclined-asdic, geotiff, gloria, gulf-of-mexico, gulf-of-mexico-database, image-mosaics, imagerybasemapsearthcover, jpg, marine-geology, oceans, sea-floor-characteristics, sidescan-sonar, sidescan-sonar-mosaic, tif, tiff, u-s-eez, u-s-exclusive-economic-zone, u-s-geological-survey, usgs-9a43dfe4-9eaa-4622-b6d5-a419925f6806, woods-hole-field-center
Organization: Department of the Interior