AndreaBozzo/ceres-open-data-index huggingface dataset:
Oahu U.S. Army Facilities Hawaiian Hoary Bat Acoustic Data 2015-2016

Acoustic sampling for occurrence of the endangered Hawaiian hoary bat (Lasiurus cinereus semotus) was conducted at 12 locations on U. S. Army facilities on O‘ahu Island, Hawai‘i. Bats were confirmed as present at 10 of these locations: Dillingham Military Reservation, Helemano Military Reservation, Kahuku Training Area, Kawailoa Training Area, Mākua Military Reservation, Schofield Barracks East Range, Schofield Barracks West Range, Schofield Barracks (Mendonca Park Housing), Tripler Army Medical Center, and Wheeler Army Airfield. Our acoustic sampling did not record bat vocalizations at Fort DeRussy or Fort Shafter. Despite the presence of bats at the above 10 locations, foraging activity as identified from characteristic feeding buzzes was observed only at East Range and West Range of Schofield Barracks. Within-night bat activity pooled for all nights and detectors at each location showed bat activity was mostly confined to the first several hours of the night. Recordings were analyzed with Kaleidoscope version 4.1.0 (Wildlife Acoustics, Maynard, MA). All files were aurally and visually inspected for bat acoustic activity. The cumulative number of Hawaiian hoary bat echolocation pulses, call-events and feeding buzzes were summed for each monitoring station and night within a month.

Tags: acoustic-monitoring, biota, echolocation, hawaiian-hoary-bat, usgs-5e973e9a82ce172707f2dbae
Organization: Department of the Interior
Streamflow velocity at Soldier Meadows, Black Rock Desert - High Rock Canyon Emigrant Trails National Conservation Area, Nevada

This digital raster dataset contains information on estimated streamflow velocity for proposed channel restoration at Soldier Meadows, Black Rock Desert - High Rock Canyon Emigrant Trails National Conservation Area, Nevada. Streamflow velocities were estimated using a two-dimensional hydraulic model.

Tags: black-rock-desert, black-rock-desert-high-rock-canyon-emigrant-trails-national-conservation-area, freshwater-ecosystems, inlandwaters, mathematical-modeling, nevada, soldier-meadow, streamflow, surface-water-non-marine, usgs-5ebc294482ce25b513631e01
Organization: Department of the Interior
Isopach of Holocene fluvial and estuarine (Qfe) sediment and nearshore marine (Qmn) sediment thickness beneath Buzzards Bay, Massachusettts (Qfeqmniso, Esri binary grid; UTM, Zone 19N, WGS 84)

Geologic, sediment texture, and physiographic zone maps characterize the sea floor of Buzzards Bay, Massachusetts. These maps were derived from interpretations of seismic-reflection profiles, high-resolution bathymetry, acoustic-backscatter intensity, bottom photographs, and surficial sediment samples. The interpretation of the seismic stratigraphy and mapping of glacial and Holocene marine units provided a foundation on which the surficial maps were created. This mapping is a result of a collaborative effort between the U.S. Geological Survey and the Massachusetts Office of Coastal Zone Management to characterize the surface and subsurface geologic framework offshore of Massachusetts.

Tags: 3200, 424, 512i, atlantic-ocean, boomer, bourne, buzzards-bay, cmgp, coastal-and-marine-geology-program, cuttyhunk-island, czm, dartmouth, edgetech, elizabeth-islands, esri-binary-grid, fairhaven, falmouth, geologic-framework, geoscientificinformation, geospatial-datasets, gosnold, holocene, interpretation, knudsen, marine-geology, marine-geophysics, marion, massachusetts-office-of-coastal-zone-management, mattapoisett, naushon-island, new-bedford, oceans, penikese-island, scientific-interpretation, sea-floor, sediment-thickness, seismic-interpretation, seismic-reflection-profiles, stratigraphic-thickness, u-s-geological-survey, usgs, usgs-9eaf0352-87be-451f-a3f2-ce18da923bdc, wareham, westport, whcmsc, woods-hole, woods-hole-coastal-and-marine-science-center
Organization: Department of the Interior
Wind rose plots for the volcano: 346010  Baru

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-58d01718e4b0236b68f5318e, volcanic-ash, volcanic-eruption-forecasting, wind
Organization: Department of the Interior
Coastwide Reference Monitoring System (CRMS) 2021 Site 0114 land-water classification data

Wetland restoration efforts conducted by the Coastal Wetlands Planning, Protection and Restoration Act (CWPPRA) in Louisiana rely on monitoring efforts to determine the efficacy of these efforts. 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 398 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. A DOQQ is a raster image in which displacement in the image caused by sensor orientation and terrain relief has been removed and combines the image characteristics of a photo with geometric qualities of a map. The DOQQs generated for this project consist of 2021 Color Infrared (CIR) Digital Imagery. These images were classified into land and water categories using a threshold of the near infrared (NIR) band, followed by supervised and unsupervised classification.  Initial classification results are then reviewed by multiple image analysts to identify and manually recode errors. The final land-water classifications are intended to serve as both geographic and quantitative assessments of landscape composition on the date of acquisition. Five previous assessments have been conducted (2005, 2008, 2012, 2015/2016, and 2018). Once the program creates enough data points for statistical analyses, these data will be used for land area change rate calculation.

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-64dce0f3d34e5f6cd5527fdd, wetland, wetland-restoration
Organization: Department of the Interior
Surface-sediment grain-size distributions from the Elwha River delta, Washington, September 2013

This portion of the data release presents sediment grain-size data from samples collected on the Elwha River delta, Washington, in September 2013 (USGS Field Activity W-07-13-PS). Surface sediment was collected from 62 locations using a small ponar, or 'grab', sampler from the R/V Frontier on September 19, 2013 in depths between about 1 and 12 m around the delta. An additional 21 sediment samples were collected between September 16 and September 19, 2013 at low tide from intertidal locations on the delta. The locations of grab samples were determined with a hand-held global navigation satellite system (GNSS). The grain-size distributions of samples were determined using standard techniques developed by the USGS Pacific Coastal and Marine Science Center sediment lab. The grain-size data are provided in a comma-delimited spreadsheet (.csv).

Tags: clallam-county, elwha-river, global-positioning-system-gps-observations, gps-global-positioning-system, grain-size-analysis, ocean-processes, oceans, olympic-peninsula, sediment, sediment-transport, sedimentation, strait-of-juan-de-fuca, substrate, usgs-584ef5efe4b0260a3738198f
Organization: Department of the Interior
National Assessment of Oil and Gas Project - Eastern Great Basin (019) Assessment Units

The Assessment Unit is the fundamental unit used in the National Assessment Project for the assessment of undiscovered oil and gas resources.  The Assessment Unit is defined within the context of the higher-level Total Petroleum System.  The Assessment Unit is shown here as a geographic boundary interpreted, defined, and mapped by the geologist responsible for the province and incorporates a set of known or postulated oil and (or) gas accumulations sharing similar geologic, geographic, and temporal properties within the Total Petroleum System, such as source rock, timing, migration pathways, trapping mechanism, and hydrocarbon type.  The Assessment Unit boundary is defined geologically as the limits of the geologic elements that define the Assessment Unit, such as limits of reservoir rock, geologic structures, source rock, and seal lithologies.  The only exceptions to this are Assessment Units that border the Federal-State water boundary.  In these cases, the Federal-State water boundary forms part of the Assessment Unit boundary.

Tags: 501901-paleozoic-tertiary-composite, 50190101-neogene-basins, 50190102-ranges-and-other-structures, arizona, assessment-unit, coalbed-methane-resources, earth-science, eastern-great-basin, economic-geology, energy-resources, gas-hydrate-resources, geology, geoscientificinformation, idaho, kirschbaum-m-a, national-assessment-of-oil-and-gas, natural-gas, natural-gas-resources, natural-resources, nevada, noga2000, nogagreatbasin, oil, oil-sand-resources, oil-shale-resources, oilgas, resource-assessment, u-s-geological-survey, united-states, us04-arizona, us16-idaho, us32-nevada, us49-utah, usgs, usgs-60d3aa27d34e12a1b009d72d, usgs-world-energy-region-5, utah
Organization: Department of the Interior
National Assessment of Oil and Gas Project - Wyoming Thrust Belt Province (036) Assessment Units

The Assessment Unit is the fundamental unit used in the National Assessment Project for the assessment of undiscovered oil and gas resources.  The Assessment Unit is defined within the context of the higher-level Total Petroleum System.  The Assessment Unit is shown here as a geographic boundary interpreted, defined, and mapped by the geologist responsible for the province and incorporates a set of known or postulated oil and (or) gas accumulations sharing similar geologic, geographic, and temporal properties within the Total Petroleum System, such as source rock, timing, migration pathways, trapping mechanism, and hydrocarbon type.  The Assessment Unit boundary is defined geologically as the limits of the geologic elements that define the Assessment Unit, such as limits of reservoir rock, geologic structures, source rock, and seal lithologies.  The only exceptions to this are Assessment Units that border the Federal-State water boundary.  In these cases, the Federal-State water boundary forms part of the Assessment Unit boundary.

Tags: 36-wyoming-thrust-belt, 503601-mowry-composite, 50360101-thrust-belt-conventional, 503602-frontier-adaville-evanston-coalbed-gas, 50360281-frontier-adaville-evanston-coalbed-gas, assessment-unit, coalbed-methane-resources, earth-science, economic-geology, energy-resources, gas-hydrate-resources, geology, geoscientificinformation, id, kirschbaum-m-a, national-assessment-of-oil-and-gas, natural-gas, natural-gas-resources, natural-resources, noga2000, nogawthrustbelt, oil, oil-sand-resources, oil-shale-resources, oilgas, resource-assessment, u-s-geological-survey, united-states, us16-idaho, us49-utah, us56-wyoming, usgs, usgs-60c7cb8fd34e86b9389b2c57, usgs-world-energy-region-5, ut, wy, wyoming-thrust-belt
Organization: Department of the Interior
Regional scale magnetotelluric data from the Rio Grande Rift and southern Rocky Mountains, Station rgr307

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-plateau, electromagnetic-surveying, geology-geophysics-and-geochemistry-science-center, geophysics, geoscientificinformation, gggsc, impedance, magnetic-field-earth, magnetotelluric, mineral-resources-program, mrp, mt, new-mexico, phase, regional-conductivity-models, rio-grande-rift, rocky-mountains, time-series, tipper, usgs-5ada0ed0e4b0e2c2dd28d314
Organization: Department of the Interior
CEDIT_6_7_central_Italy_1915

This inventory was originally created by CEDIT_italian_database describing the landslides triggered by the M6.7 central Italy earthquake that occurred on 1915-01-13 at  6:52:42 UTC. Care should be taken when comparing with other inventories because different authors use different mapping techniques. This inventory also could be associated with other earthquakes such as aftershocks or triggered events. Please check the author methods summary and the original data source for more information on these details and to confirm the viability of this inventory for your specific use.
With the exception of the data from USGS sources, the inventory data and associated metadata were not acquired by the U.S. Geological Survey (USGS) and thus have not been reviewed for accuracy and completeness by the USGS. They are presented as part of this data series for convenience of the user only, as part of an effort to make published ground-failure inventories more accessible from a single aggregated site. No warranty, expressed or implied, is made regarding the display or utility of the data on any other system or for general or scientific purposes, nor shall the act of distribution constitute any such warranty.

Tags: earthquake, earthquake-hazards-program, earthquakes, ehp, geographic-information-system, geologic-hazards-science-center, ghsc, gis, ground-failure, groundfailure, inventory, landslide, landslides, landslides-hazards-program, lhp, secondary, secondary-hazards, usgs, usgs-5b6b38cce4b006a11f77c2e1
Organization: Department of the Interior
Audiomagnetotelluric sounding data in the Silverton Caldera complex, Colorado, 2018; Station AMTGK05

This dataset includes audiomagnetotelluric (AMT) sounding data collected in July 2018 in the Silverton Caldera complex, Colorado, in the Southern Rocky Mountain Volcanic Field, by the U.S. Geological Survey (USGS). Along with geologic mapping, airborne magnetics, airborne electromagnetics, and magnetotellurics, the USGS collected AMT data at 24 sites along four profiles ranging from 3 to 6 kilometers in length across the north-western structural margin of the Silverton caldera in Mineral Basin (MB01-MB05), across the south-eastern margin of the caldera along Cunningham Creek (CC01-CC05), within the caldera in Eureka Graben (EG01-EG05), and within the caldera along upper Cement Creek near the Gold King mine (GK01-GK09).

Tags: amt, apparent-resistivity, audiomagnetotelluric, colorado, economy, electric-field-earth, geology-geophysics-and-geochemistry-science-center, geophysics, geoscientificinformation, gggsc, gps-measurement, impedance, impedance-phase, impedance-strike, magnetic-field-earth, magnetotelluric, magnetotelluric-surveying, mineral-resources-program, mrp, mt, san-juan-county, silverton, sounding, tipper, usgs-5ce42b7ae4b0654fe0bce46f
Organization: Department of the Interior
Wind rose plots for the volcano: 284192  Sarigan

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-58d013d1e4b0236b68f52d66, volcanic-ash, volcanic-eruption-forecasting, wind
Organization: Department of the Interior
Coastwide Reference Monitoring System (CRMS) 2018 Site 0414 land-water classification data

Wetland restoration efforts conducted by the Coastal Wetlands Planning, Protection and Restoration Act (CWPPRA) in Louisiana rely on monitoring efforts to determine the efficacy of these efforts. 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 398 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. A DOQQ is a raster image in which displacement in the image caused by sensor orientation and terrain relief has been removed and combines the image characteristics of a photo with geometric qualities of a map. The DOQQs generated for this project consist of 2018 Color Infrared (CIR) Digital Imagery. These images were classified into land and water categories using a threshold of the near infrared (NIR) band, followed by supervised and unsupervised classification.  Initial classification results are then reviewed by multiple image analysts to identify and manually recode errors. The final land-water classifications are intended to serve as both geographic and quantitative assessments of landscape composition on the date of acquisition. Four previous assessments have been conducted (2005, 2008, 2012, and 2015/2016). Once the program creates enough data points for statistical analyses, these data will be used for land area change rate calculation.

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-611d2b9dd34e40dd9c01299a, wetland, wetland-ecosystems, wetland-restoration
Organization: Department of the Interior
Mineral Commodity Summaries 2023 - SODA ASH Data Release

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

Tags: nonmetallic-mineral-resources, soda-ash, sodium-carbonate, usgs-63d1a57ad34e06fef15007b7
Organization: Department of the Interior
Vegetated fraction in coastal wetlands along the U.S. Gulf of Mexico Coast (16-bit GeoTIFF)

Prior research has shown that sediment budgets, and therefore stability, of microtidal marsh complexes scale with areal unvegetated to vegetated marsh ratios (UVVR) suggesting these metrics are broadly applicable indicators of microtidal marsh vulnerability. This effort has developed the UVVR metric using Landsat 8 satellite imagery for the coastal areas of the contiguous United States (CONUS). These datasets provide annual averages of 1) developed, 2) vegetated, 3) unvegetated fractional covers and 4) an unvegetated to vegetated ratio (UVVR) at 30-meter resolution over the coastal areas of the contiguous United States for the years 2014-2018. Additionally, multi-year average values of vegetated fractional cover and its standard deviation are provided for the coastal wetlands of the contiguous United States based on the National Wetland Inventory delineation. Finally, a UVVR based on the annually-averaged vegetated fractional cover is also provided for the same extent.

Tags: coastal-ecosystems, coastal-processes, geotiff, inlandwaters, marsh-health, marsh-stress, pacific-ocean, resilience, salt-marsh, sedimentation, society, united-states, usgs-5f5b8ab382cefd9f2087a75f, vegetation, vulnerability, wetland-ecosystems, wetland-functions
Organization: Department of the Interior
CMIP5 MACAv2-METDATA Monthly Water Balance Model Projections 1950-2099 for the Contiguous United States

We apply a monthly water-balance model (MWBM) to simulate components of the water balance for the period 1950-2099 under RCP4.5 and RCP8.5 for the Contiguous United States. We use the statistically downscaled MACAv2-METDATA temperature and precipitation data from 20 General Circulation Models (GCMs) from the Climate Model Intercomparison Program Phase 5 (CMIP5) as input to the water balance model. This dataset supports the USGS National Climate Change Viewer.
The statistically downscaled dataset is: 
MACAv2-METDATA: Multivariate Adaptive Constructed Analogs (Abatzoglou &amp; Brown, 2012, bias corrected by METDATA, Abatzoglou, 2013)
Users interested in the downscaled temperature and precipitation files are referred to the dataset home page:
MACAv2-METDATA: http://maca.northwestknowledge.net
The 20 included GCMs are:
bcc-csm1-1-m, bcc-csm1-1, BNU-ESM, CanESM2, CCSM4, CNRM-CM5, CSIRO-Mk3-6-0, GFDL-ESM2G, GFDL-ESM2M, HadGEM2 CC365, HadGEM2-ES365, inmcm4,IPSL-CM5A-LR, IPSL CM5A-MR, IPSL-CM5B-LR, MIROC5, MIROC-ESM, MIROC ESM CHEM, MRI-CGCM3, NorESM1-M

Tags: climatologymeteorologyatmosphere, effects-of-climate-change, environment, evaporation, hydrologic-processes, macav2-metdata, runoff, snow-and-ice-cover, soil-moisture, usgs-60b9121cd34e86b9388a7af1
Organization: Department of the Interior
Audiomagnetotelluric sounding data in the Silverton Caldera complex, Colorado, 2018; Station AMTGK03

This dataset includes audiomagnetotelluric (AMT) sounding data collected in July 2018 in the Silverton Caldera complex, Colorado, in the Southern Rocky Mountain Volcanic Field, by the U.S. Geological Survey (USGS). Along with geologic mapping, airborne magnetics, airborne electromagnetics, and magnetotellurics, the USGS collected AMT data at 24 sites along four profiles ranging from 3 to 6 kilometers in length across the north-western structural margin of the Silverton caldera in Mineral Basin (MB01-MB05), across the south-eastern margin of the caldera along Cunningham Creek (CC01-CC05), within the caldera in Eureka Graben (EG01-EG05), and within the caldera along upper Cement Creek near the Gold King mine (GK01-GK09).

Tags: amt, apparent-resistivity, audiomagnetotelluric, colorado, economy, electric-field-earth, geology-geophysics-and-geochemistry-science-center, geophysics, geoscientificinformation, gggsc, gps-measurement, impedance, impedance-phase, impedance-strike, magnetic-field-earth, magnetotelluric, magnetotelluric-surveying, mineral-resources-program, mrp, mt, san-juan-county, silverton, sounding, tipper, usgs-5ce429dde4b0654fe0bce451
Organization: Department of the Interior