AndreaBozzo/ceres-open-data-index huggingface dataset:
Attributes for NHDPlus Version 2.1 Reach Catchments and Modified Routed Upstream Watersheds for the Conterminous United States: Fungicide Use on Agricultural Land in Kilograms per square Kilometer, 2009

This data set represents the Fungicide use on agricultural land in kilograms per square kilometer, 2009 value compiled for two spatial components of the NHDPlus version 2 data suite (NHDPlusv2) for the conterminous United States; 1) individual reach catchments and 2) reach catchments accumulated upstream through the river network (i.e., watersheds). This dataset can be linked to the NHDPlus version 2 data suite by the unique identifier COMID.  The source data were produced by Baker, N.T., 2015. Units for the  Fungicide use on agricultural land in kilograms per square kilometer, 2009 are kilogram per square kilometer. Reach catchment information characterizes data at the local scale. Reach catchments accumulated upstream through the river networks characterizes cumulative upstream conditions.  Network-accumulated values are computed using two methods, 1) divergence-routed and 2) total cumulative drainage area. Both approaches use a modified routing database to navigate the NHDPlus reach network to aggregate (accumulate) the metrics derived from the reach catchment scale. (Schwarz and Wieczorek, 2016).

Tags: arkansas-white_red, california, catchment, conterminous-united-states, fungicide-use-on-agricultural-land-in-kilograms-per-square-kilometer-2009, great-lakes, inlandwaters, lower-mississippi, missouri, nawqa, new-england-and-mid-atlantic, nhdplus, ohio, pacific-northwest, rio-grande-colorado-and-great-basin, souris-red-rainy, south-atlantic-gulf-and-tennessee, tennessee, texas-gulf, upper-mississippi, usgs-56fd610fe4b022712b81bf9f
Organization: Department of the Interior
Wind rose plots for the volcano: 273044  Malindig

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-58d012f7e4b0236b68f52c36, volcanic-ash, volcanic-eruption-forecasting, wind
Organization: Department of the Interior
High-resolution digital elevation dataset for Newberry Volcano and vicinity, Oregon, based on lidar survey of August-September, 2010 and bathymetric survey of June, 2001

Newberry Volcano, one of the largest Quaternary volcanoes in the conterminous United States, is a broad shield-shaped volcano measuring at least 60 km north-south by 30 km east-west with a maximum elevation of more than 2 km above sea level. It is the product of deposits from hundreds of eruptions, including at least 25 in (approximately) the last 12,000 years (the Holocene Epoch). Newberry Volcano has erupted as recently as 1,300 years ago, but isotopic ages indicate that the volcano began its growth as early as 0.6 million years ago. Such a long eruptive history together with recent activity suggests that Newberry Volcano is likely to erupt in the future. This DEM (digital elevation model) of Newberry Volcano contributes to natural hazard monitoring efforts, the study of regional geology, volcanic landforms, and landscape modification during and after future volcanic eruptions, both at Newberry Volcano or elsewhere globally. 
Acquisition of these high-precision, airborne lidar (Light Detection And Ranging) data was funded as part of the American Recovery and Reinvestment Act (ARRA) of 2009. Data were collected through the Oregon LiDAR Consortium, administered by the Oregon Department of Geology and Mineral Industries (DOGAMI). Watershed Sciences was contracted to collect 500 square miles of high-precision airborne lidar data to produce a digital map of the ground surface beneath forest cover. The lidar-derived DEM is amended to include bathymetric surveys of East Lake and Paulina Lake. The bathymetric surveys were performed in June, 2001 by Bob Reynolds of Central Oregon Community College, Bend, Oregon. The bathymetry is mosaicked into the DEM in place of the lidar derived lake surfaces. This release is comprised of a DEM dataset accompanied by a hillshade raster, each divided into eighteen tiles. Each tile’s bounding rectangle is identical to the extent of the USGS 7.5 minute topographic quadrangles covering the same area. The names of the DEM tiles are eleven characters long (e.g., dem_xxxxxx) with the prefix, "dem", indicating the file is a DEM and the last seven characters corresponding to the map reference code of the quadrangle defining the tile's spatial extent. Hillshade tile names are denoted by the prefix "hs", but are otherwise identical to the DEM they are derived from.

Tags: dem, deschutes-county, east-lake, high-resolution, hillshade, klamath-county, lake-county, lidar, newberry-volcano, oregon, paulina-lake, usgs-57bcd473e4b03fd6b7de1b20, volcano
Organization: Department of the Interior
c) LA-ICP-MS Trace Element Data

The Yellowstone Plateau Volcanic field consists of lavas from the last two million years. The most recent volcanic units are the Central Plateau Member and the older Upper Basin Member rhyolites (Christiansen, 2001). Investigations into the elemental and isotopic composition of these lavas can provide insight into the recent volcanic history of the different eruptive episodes and provide constraints on the hydrothermal fluid compositions that result from water-rock interactions occurring at depth within the hydrothermal system. 
In this Data Release, seventeen samples of Yellowstone rhyolite samples from Upper Basin and Central Plateau Member lava flows were analyzed for trace element compositions via laser ablation inductively coupled plasma mass spectrometery (LA-ICP-MS). Analyzed samples include recently collected samples along with samples from the rock collection of Robert L. Christiansen (Robinson and others, 2021). This data was collected to constrain models of fluid-rock interaction of Yellowstone’s hydrothermal system.
Christiansen, R.L., 2001, The Quaternary and Pliocene Yellowstone Plateau Volcanic Field of Wyoming, Idaho, and Montana. U.S. Geological Survey Professional Paper 729-G, 120 p. 
Robinson, J.E., McConville, E.G., Szymanski, M.E., and Christiansen, R.L., 2021, Yellowstone Sample Collection - database: U.S. Geological Survey data release, https://doi.org/10.5066/P94JTACV

Tags: laser-ablation-inductively-coupled-plasma-mas-spectrometry, trace-elements, usgs-633c76d9d34e900e86cf1a32
Organization: Department of the Interior
Stillwater Complex Rock Outcrop Database

This dataset includes polygons that describe areas of rock outcrop in the area of the Stillwater Complex, Montana. The Stillwater Complex is an Archean, ultramafic to mafic layered intrusion exposed in the Beartooth Mountains in south-central Montana. This igneous intrusion contains magmatic mineralization that is variably enriched in strategic and critical commodities such as chromium, nickel, and the platinum-group elements (PGE). Polygons representing rock outcrops were digitized in a Geographic Information System (GIS) using georeferenced maps and orthophoto imagery from published reports and field mapping sheets. This is a compilation of both legacy data and outcrops from recent field mapping. This dataset contains overlapping polygons, as some areas had mapping from different sources that overlapped the same locations.

Tags: geoscientificinformation, montana, rock-outcrop, stillwater, usgs-5d38b29fe4b01d82ce8b946f
Organization: Department of the Interior
Seabed still images in JPEG format and image locations collected on Stellwagen Bank during U.S. Geological Survey field activity 2014-015-FA, aboard the R/V Auk, May 22-23 and 29-30, 2014

This field activity is part of the effort to map geologic substrates of the Stellwagen Bank National Marine Sanctuary region off Boston, Massachusetts. The overall goal is to develop high-resolution (1:25,000) interpretive maps, based on multibeam sonar data and seabed sampling, showing surficial geology and seabed sediment dynamics. This cruise was conducted in collaboration with the Stellwagen Bank National Marine Sanctuary, and the data collected will aid research on the ecology of fish and invertebrate species that inhabit the region. The Sanctuary's research vessel, R/V Auk, visited 48 locations on Stellwagen Bank at which a customized Van Veen grab sampler (SEABOSS) equipped with a video camera and a CTD was deployed in drift mode to collect sediment for grain-size analysis, video imagery of the seabed, and measurements of water column properties.

Tags: atlantic-ocean, cmhrp, coastal-and-marine-hazards-and-resources-program, field-monitoring-stations, geoscientificinformation, ground-truth, image-collections, jpeg, location, marine-geology, massachusetts, massachusetts-bay, national-oceanic-and-atmospheric-administration, noaa, north-america, oceans, photographic-sampling, sbnms, sea-floor-characteristics, seabed, seabed-images, seabed-observation-and-sampling-system, seaboss, stellwagen-bank, stellwagen-bank-national-marine-sanctuary, u-s-geological-survey, underwater-photography, united-states, usgs, usgs-efc4c0e1-6e38-4d3b-98b1-a9b0b0e131eb, video-image-grab, whcmsc, woods-hole-coastal-and-marine-science-center
Organization: Department of the Interior
April 2019 bathymetry (NAVD88) of Coyote Creek and Alviso Slough, South San Francisco Bay, California

1-m resolution bathymetry collected in Coyote Creek and Alviso Slough in April 2019.
Projection = UTM, zone 10 in meters,
Horizontal Datum = NAD83 (CORS96),
Vertical Datum = NAVD88, all units in meters.
The surveys extend east from Calaveras Point along Coyote Creek to the railroad bridge,
along Alviso Slough to the town of Alviso (just over 7 km), and along the 9.8 km of Guadalupe
Slough closest to the San Francisco Bay, California.

Tags: alameda-county, alviso, alviso-slough, bathymetry, bathymetry-and-elevation, bathymetry-measurement, cmhrp, coastal-and-marine-hazards-and-resources-program, coyote-creek, digital-elevation-models, elevation, geographic-information-systems-gis, gps-measurement, guadalupe-slough, inlandwaters, interferometric-sonar, oceans, pacific-coastal-and-marine-science-center, pcmsc, san-francisco-bay, santa-clara-county, sidescan-sonar, state-of-california, u-s-geological-survey, usgs, usgs-069623cb-3312-48b9-8360-bf74737453e7, wetland-restoration
Organization: Department of the Interior
Illinois River at Marseilles, IL - 2022/06/07 Field Measurements of Flow Velocity

Field measurements of flow velocity were acquired from a reach of the Illinois River at Marseilles, IL, on June 7, 2022, to support research on estimating surface flow velocities from remotely sensed data via particle image velocimetry (PIV).  The velocity measurements included in this data release were obtained using a TRDI RiverPro acoustic Doppler current profiler (ADCP) deployed from a boat with an outboard motor.  This data release provides depth-averaged flow velocities derived from the raw ADCP data using the TRDI WinRiver II processing software.  The spatial location of each velocity measurement was obtained using a differential GPS included as part of the RiverPro instrument package.  The map projection and datum for these data are UTM Zone 16 N and WGS84, respectively.  This data release consists raw ADCP measurements of flow velocity, channel geometry, and river discharge, provided as raw *.mmt and *.pd0 files; output from Velocity Mapping Toolbox (VMT) for each ADCP cross-section provided as .xlsx files; and spatial coordinates and depth-averaged flow velocity magnitude and direction for each ADCP cross-section provided as a .csv file. This field-based data set was used to assess the accuracy of remotely sensed estimates of surface flow velocity derived from thermal image sequences via PIV.

Tags: acoustic-doppler-current-profiler-adcp, flow-velocity, illinois-river, marseilles-il, particle-image-velocimetry-piv, remote-sensing, river, usa, usgs-6407a566d34e76f5f75e39f0
Organization: Department of the Interior
Winter Ranges of Mule Deer in the Doyle Herd in California

The Doyle mule deer (Odocoileus hemionus) herd migrates from a winter range in Honey Lake Valley and Upper Long Valley near Doyle, California along US Highway 395 in Lassen County, California and eastward into Plumas County and Plumas National Forest in the Sierra Nevada Mountains for the summer. Winter range also exists on the Nevada side of the border in Washoe County. Much of the winter range habitat is now deteriorated, lacking vegetation that historically provided forage. Highway 395 is a major barrier to migration, with hundreds of deer being killed annually trying to cross it. Population estimates were ~15,600 in 2019.
These data provide the location of winter ranges for mule deer in the Doyle population in California. They were developed from 25 migration sequences collected from a sample size of 14 animals comprising GPS locations collected every 3-13 hours.

Tags: animal-behavior, california, economy, environment, lassen, migration, migration-organisms, migratory-species, plumas, united-states, usgs-620e4af8d34e6c7e83baa38c
Organization: Department of the Interior
Seafloor character offshore of Cape Mendocino, California

Seafloor character, a combination of seafloor induration (surface hardness) and rugosity, was derived from multibeam echosounder (MBES) and annotated underwater video data collected offshore of Cape Mendocino, California. The MBES and underwater video data were collected in support of the U.S. Geological Survey (USGS) California Seafloor Mapping Program, under a collaboration with the California State University Monterey Bay Seafloor Mapping Lab, the California Ocean Protection Council, and the National Oceanic and Atmospheric Administration (NOAA). Substrate observations from the underwater video were translated into Coastal and Marine Ecological Classification Standard (CMECS; Federal Geographic Data Committee, 2012) induration classes to use as training for a supervised numerical classification of the MBES data. The seafloor character raster is provided as a 2-meter resolution GeoTIFF.

Tags: cape-mendocino, cmhrp, coastal-and-marine-hazards-and-resources-program, distributions, expanding-pacific-research-and-exploration-of-submerged-systems, express, field-observation, geoscientificinformation, geospatial-datasets, humboldt-county, image-mosaics, marine-geophysics, multibeam-sonar, pacific-coastal-and-marine-science-center, pcmsc, physical-habitats-and-geomorphology, sea-floor-acoustic-reflectivity, sea-floor-characteristics, seabed, state-of-california, substrate, u-s-geological-survey, usgs, usgs-3073de45-eb44-4e03-b05c-9a69a8c6776d, wind-energy-production
Organization: Department of the Interior
Estimated daily mean streamflows for HUC12 pour points in the southeastern United States, 1950 - 2009

This data release contains estimated daily streamflow values for 9,203 level-12 hydrologic unit codes (HUC12) in the southeastern United States for the period 1950-2009. The files are provided in text different format, which can be used in R (https://www.r-project.org/) and in other programs. The 'Site Info' files contain the streamgage information and the 'Daily Values' files contain the predicted daily streamflow value for a given HUC12. Each of the datasets contains 500, 501, or 704 HUC12s, respectively. Data preparation and analysis of the predicted streamflow values were scripted in RStudio (version 3.5.3). Results of the analysis will be used to quantify streamflow alterations across the study area and will be published in a separate product.

Tags: alabama, biota, florida, gulf-coast, gulf-of-mexico, louisiana, mississippi, restore, southeastern-united-states, streamflow, texas, trend-analysis, usgs-5d43175be4b01d82ce8db055
Organization: Department of the Interior
An Unvegetated to Vegetated Ratio (UVVR) for coastal wetlands of the Atlantic Coast - 1992

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 readily available satellite imagery for the coastal areas of the contiguous United States (CONUS). These datasets provide annual averages of the 1) unvegetated fraction, 2) vegetated fraction, 3) water fraction and 4) an unvegetated to vegetated ratio (UVVR) at 30-meter resolution over the coastal areas of the contiguous United States for the year 1992. Additionally, multi-year average values of vegetated ratio, its standard deviation and a UVVR based on the annually-averaged vegetated ratio are provided for the coastal wetlands of the contiguous United States.

Tags: atlantic-coast, coastal-wetlands, connecticut, conterminous-united-states, delaware, florida, fractional-cover, georgia, maine, maryland, massachusetts, new-hampshire, new-jersey, new-york, north-carolina, rhode-island, south-carolina, unvegetated, unvegetated-to-vegetated-ratio, usgs-66e1ce50d34ecba8b86777b9, uvvr, vegetation, virginia, wetland-change, wetland-gain, wetland-loss, wetlands
Organization: Department of the Interior
Controlled source audio-frequency magnetotellurics (CSAMT) data from the Sevier fault near Red Knoll, Kane County, Utah - Raw Data (ver 2.0, July 2022)

Controlled source audio-frequency magnetotellurics (CSAMT) data were collected over the Sevier fault, near Red Knoll in Kane County Utah, to better understand the hydrogeology of the area. CSAMT data provide vertical cross-section (profile) data about the resistivity of the subsurface, which may be related to lithologic boundaries and (or) grain-size distribution in the subsurface. CSAMT involves transmitting a current at various frequencies in one location, and measuring resistivity differences between electrodes spaced along a receiver line several kilometers from the transmitter. 
Sevier_fault_CSAMT_RawData.zip: These are text files output by the data-collection instrument (GDP-32, Zonge International, Inc.) used in the inversion. These data may be useful for testing alternative inversion schemes. The zip file contains one text file per line.

Tags: arizona-water-science-center, electromagnetic-surveying, geophysics, hydrogeology, kane-county, red-knoll, sevier-fault, usgs-5f320e3582cee144fb2ead2e, utah
Organization: Department of the Interior
Sr/Ca and linear extension data for five modern Orbicella faveolata colonies from Dry Tortugas National Park, Florida, USA

This data release includes new, sub-annual Strontium/Calcium (Sr/Ca) and annual linear extension rates covering a period between 1980 and 2012 for five colonies of the massive coral, Orbicella faveolata (O. faveolata). All five coral colonies were collected live by U.S. Geological Survey (USGS) scientists from the Dry Tortugas National Park (DTNP), Florida (FL) in August 2008 and May 2012.

Tags: biota, coelenterates, coral, dry-tortugas-national-park, florida, florida-keys, geochemistry, oceans, paleoclimatology, sclerochronology, sr-ca, strontium-calcium, united-states-of-america, usgs-4a1dffa5-e1bf-4fd9-b74a-476d8200855d
Organization: Department of the Interior
Eelgrass (Zostera marina) Percent Cover Data from Katmai National Park and Preserve, Kenai Fjords National Park, and Prince William Sound, Alaska

These data are part of the Gulf Watch Alaska (GWA) long-term monitoring program, nearshore monitoring component. The dataset has one comma separated values (.csv) table with estimates of eelgrass (Zostera marina) percent cover. Eelgrass cover was estimated from sonar and video drop cameras deployed from boats following prescribed survey transects.

Tags: alaska, alaska-peninsula, angiosperms-flowering-plants, animal-and-plant-census, biological-productivity, biota, coastal-ecosystems, ecosystem-monitoring, eelgrass, environment, estuarine-ecosystems, gulf-of-alaska, katmai-national-park-and-preserve, kenai-fjords-national-park, marine-ecosystems, monocots, nearshore-ecology, prince-william-sound, relative-abundance-analysis, seagrass, seagrass-beds, usgs-6671dc83d34e84915adb75e9, zostera-marina
Organization: Department of the Interior
Lidar-derived closed depression vector and density raster in karst areas of the Winchester 30 x 60-minute quadrangle

The Winchester 30 x 60 minute quadrangle, covering northern Virginia, West Virginia, and Maryland, hosts karsts within carbonate units of Devonian to Cambrian age. Lidar-derived elevation data, acquired between 2011 and 2019, were used to create a mosaic of 1-meter resolution working digital elevation models (DEMs), from which surface depressions were identified using a semi-automated workflow in ArcGIS. Depressions in the automated inventory were systematically checked by a geologist using aerial imagery, lidar-derived imagery, and 3D viewing of the lidar imagery. Distinguishing features, such as modification by human activities or hydrological significance (stream sink, ephemerally ponded, etc.), were noted wherever relevant to a particular depression. Statistics on the geometric morphometry of each depression were calculated, including perimeter, area, depth, length of major and minor elliptical axes, and azimuth of the major axis. Center points were created for each surface depression and were used to create a point density raster. The density raster displays the number of closed depression points per square kilometer.

Tags: 30-x-60-minute, geologic-maps, geology, geomorphology, hydrogeology, karst, maps-and-atlases, maryland, sinkhole-formation, united-states, usgs-618c2dd6d34ec04fc9c86366, virginia, west-virginia, winchester
Organization: Department of the Interior
Point Sampling Data for Eelgrass (Zostera marina) and Seaweed Distribution and Abundance in Bays Adjacent to the Izembek National Wildlife Refuge, Alaska

This data package is comprised of nine tables relating to surveys of eelgrass beds in Izembek and Kinzarof Lagoons, Izembek National Wildlife Refuge, Alaska (2007-2024). The tables provide environmental conditions, eelgrass abundance, distribution, and measurements used to estimate overall biomass.

Tags: alaska, alaska-peninsula, angiosperms-flowering-plants, animal-and-plant-census, animals-invertebrates, biological-productivity, biomass, biota, coastal-ecosystems, eelgrass, environment, estuarine-ecosystems, field-inventory-and-monitoring, izembek-lagoon, izembek-national-wildlife-refuge, kinzarof-bay, macroalgae-seaweeds, marine-ecosystems, marine-environment-monitoring, monocots, relative-abundance-analysis, seagrass, seagrass-beds, standing-crop, usgs-asc408, zostera-marina
Organization: Department of the Interior