AndreaBozzo/ceres-open-data-index huggingface dataset:
Controlled source audio-frequency magnetotellurics (CSAMT) data from the Sevier fault near Red Knoll, Kane County, Utah - Station 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. Data were collected using a GGT-30 transmitter and GDP32-II receiver (Zonge international. Inc.). Data processing and inversions were carried out using Zonge International, Inc. software.
Sevier_fault_CSAMT_StationData.zip: Text files with the receiver locations for each line. Data were collected using a handheld GPS. 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-5f32150782cee144fb2ead3b, utah
Organization: Department of the Interior
Controlled source audio-frequency magnetotellurics (CSAMT) data from the Sevier Fault near Red Knoll, Kane County, Utah - Inversion 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_InversionData.zip: Text files of inverted resistivity values, starting model values, and corresponding x, y, z coordinates. These files allow the user to recreate the inversions provided in the accompanying .jpg file. 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-5f32001882cee144fb2ead1d, utah
Organization: Department of the Interior
Predicting water temperature in the Delaware River Basin: 4 Model inputs

This dataset includes model inputs including gridded weather data, a stream network distance matrix, stream reach attributes and metadata, and reservoir characteristics.

Tags: de, deep-learning, delaware, environment, forecast, hybrid-modeling, inlandwaters, machine-learning, maryland, md, modeling, new-jersey, new-york, nj, ny, pa, pennsylvania, reservoirs, streams, temperature, united-states, us, usgs-5f6a289982ce38aaa2449135, water, water-resources
Organization: Department of the Interior
Controlled source audio-frequency magnetotellurics (CSAMT) data from the Sevier fault near Red Knoll, Kane County, Utah (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. Data were collected using a GGT-30 transmitter and GDP32-II receiver (Zonge international. Inc.). Data processing and inversions were carried out using Zonge International, Inc. software. As a processing step, measured resistivity values must be "inverted", or converted to 2-d vertical resistivity profiles. 2D smooth-model inversion figures: JPG files created by  Zonge International, Inc. software, depicting the modeled inversion data can be downloaded from this page.
In addition raw data, station location data, and inversion data files are useful for reprocessing the inversions and testing alternative inversion schemes. They are included in the .zip file on this page or   can be downloaded individually from the child pages linked below.
Raw Data: Text files output by the data-collection instrument (GDP32-II, Zonge International, Inc.); averaged values are used in the inversion. These data may be useful for testing alternative inversion schemes.
Station Data: Text files with the receiver locations for each line. data were collected using a handheld GPS.
Inversion Data: Text files of inverted resistivity values, starting model values, and corresponding x, y, z coordinates These files allow the user to recreate the inversions provided in the accompanying .JPG files
Version 2.0 of this data release includes 2 km of additional data on Line 1.

Tags: arizona-water-science-center, electromagnetic-surveying, geophysics, geoscientificinformation, hydrogeology, kane-county, red-knoll, usgs-5f31f31682cee144fb2ead0c, utah
Organization: Department of the Interior
Terrestrial LIDAR of a Portion of the Arkansas River at Parkdale, Colorado, March 2018

Light Detection and Ranging (LIDAR) was conducted in the vicinity of USGS gaging station #07094500 on the Arkansas River at Parkdale, Colorado, were collected on March 19-20, 2018, using a terrestrial laser scanner. Data were processed to generate classified a three-dimensional point cloud of the floodplain topography.

Tags: bathymetry, elevation, floodplain, remote-sensing, topography, usgs-5f748d1682cef8d183998f3f
Organization: Department of the Interior
Lake Ontario Velocity Transect Data 2015-18

From May of 2015 through September of 2018, velocity data were collected along 7 transects from select tributaries, embayments, and nearshore lake locations along New York's Lake Ontario waterfront in support of the Great Lakes Restoration Initiative and the Lakewide Action Management Plan. These data include: depth, velocity magnitude, velocity direction, navigational data, ADCP temperature, and channel profile.

Tags: adcp, bathymetry, lake-ontario, new-york, united-states, usgs-5f4e90cf82ce4c3d1233cb36, water-velocity
Organization: Department of the Interior
sand_vol - Volcanic and Seismic Hazard Intensity Level in the coastal zone of Sand Island (Oahu), Hawaii

Volcanic and Seismic Hazard Intensity Level in the coastal zone of Sand Island (Oahu),
Hawaii

Tags: agents-of-coastal-change, coast, coastal, continental-island-shore-complex, earthquakes, geoscientificinformation, hawaii, hawaii-ecoregion, hazard, hazards, island, kauai, lanai, level, maui, molokai, oahu, oceans, oceans-and-coastal, oceans-and-estuaries, pacific, risk-assessment, seismic, usgs-5f31ae44-ac09-41b2-93ea-6254db5a007b, volcanic, volcanic-activity, volcanic-eruptions
Organization: Department of the Interior
Debris Flow Video Files for Wide Angle Camera (Station 1), Chalk Cliffs, Colorado, USA, 2017

Chalk Cliffs, located 8 miles southwest of Buena Vista, Colorado, is one of the most active debris-flow areas in the state (U.S. Geological Survey). This "Child item" page includes videos of debris flows captured by one of the high-definition cameras at the monitoring site in Chalk Cliffs, CO. This camera (Wide-angle Camera) is located on the opposite side of the basin from Station 1 and has a broad view of the channel. The attached figure "station_and_camera_locations.png" provides an overview figure with the location of the four cameras and three stations along the channel. 
Video recording for all cameras is triggered using a rainfall threshold (Michel et al., 2019). The complete videos for all the cameras are downloaded manually during site visits. More detailed information about the cameras and settings used can be found in the metadata file under "Process steps" in "Data quality information." 
During 2017, several debris flows were captured by the 'Wide-angle Camera'. The videos for all debris flows captured by this camera along with the dates they were captured can be found in the attached zip folders.  
The following citations relate to reports that provide background information for this data release: 
Michel, A., Kean, J.W., Smith, J.B., Allstadt, K.E., Coe, J.A. (2019). Taking the pulse of debris flows: Extracting debris-flow dynamics from good vibrations in southern California and central Colorado. Debris-flow hazards mitigation: Mechanics, Monitoring, Modeling, and Assessment. http://dx.doi.org/10.25676/11124/173051 
U.S. Geological Survey Landslide Hazards Program. (2020). Chalk Cliffs, Colorado. U.S Geological Survey https://www.usgs.gov/natural-hazards/landslide-hazards/science/chalk-cliffs-colorado?qt-science_center_objects=0#qt-science_center_objects

Tags: chalk-cliffs, colorado, debris-flow, flood, geologic-hazards-science-center, geomorphology, hydrology, landslide-hazards-program, landslides, usgs, usgs-5f75fcc582cef8d1839c67b0, video-monitoring, videos
Organization: Department of the Interior
The North American Breeding Bird Survey in Mexico, 2008-2018 — unprocessed data

This dataset includes all North American Breeding Bird Survey data collected in Mexico between 2008-2018. These data were used as the basis for all analyses discussed in an associated publication: The North American Breeding Bird Survey in Mexico, 2008-2018 — A Status Report; https:doi.org/10.3133/cir1479.   
The records include avian point count data for all reported taxa (species, races, and unidentified species groupings). In addition to avian count data, this dataset also contains survey date, survey start and end times, start and end weather conditions, a unique observer identification number, route identification information, and route location information including country, state, and BCR, as well as geographic coordinates of each route's start location.  
These data were collected annually during the breeding season, primarily in May, June and July, along randomly established roadside survey routes in seven states in northern Mexico (Baja California Sur, Baja California, Sonora, Chihuahua, Coahuila, Nuevo León and Tamaulipas). Routes are roughly 24.5 miles (39.2 km) long with counting locations placed at approximately half-mile (800-m) intervals, for a total of 50 stops. A brief summary of the methodology is as follows: At each stop a person highly skilled in avian identification conducts a 3-minute point count, recording every bird seen within a quarter-mile (400-m) radius, or heard at any distance (excluding birds believed to have been recorded at a previous stop). Surveys begin 30 minutes before local sunrise and take approximately 5 hours to complete. Routes are sampled once per year.   
NOTE: The data in this release include all records reported. They have not been subjected to the rigorous quality control screening that BBS data from the U.S. and Canada receive.  Therefore, these data are NOT intended to be lumped with U.S. and Canada data for pooled population analyses.

Tags: avian-point-counts, biodiversity, birds, mexico, north-america, population-distribution, population-trends, relative-abundance, usgs-5f32af1082cee144fb313837
Organization: Department of the Interior
Chemical and biological data from acute and chronic nickel and zinc exposure bioassays to two sensitive freshwater benthic invertebrates

The responses (survival, growth, and/or reproduction) of test organisms in six concentrations of toxicants in acute and chronic tests. Chemical and water quality parameters were measured for quality assurance and quality control purposes.

Tags: acute-toxicity, alkali-metals, alkaline-earth-metals, biota, chronic-effects, chronic-exposure, chronic-toxicity, columbia-environmental-research-center, ecotoxicology, heavy-metals, illinois-natural-history-survey, usgs-5f33f00782cee144fb32916f, water-chemisty, water-quality, water-quality-standards
Organization: Department of the Interior
Unvegetated to Vegetated Ratio in coastal wetlands along the U.S. Atlantic 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: atlantic-ocean, coastal-ecosystems, coastal-processes, geotiff, inlandwaters, marsh-health, marsh-stress, resilience, salt-marsh, sedimentation, society, united-states, usgs-5f33ff4f82cee144fb329ff1, vegetation, vulnerability, wetland-ecosystems, wetland-functions
Organization: Department of the Interior
GIS for focus areas of potential domestic resources of 11 critical minerals—aluminum, cobalt, graphite, lithium, niobium, platinum group elements, rare earth elements, tantalum, tin, titanium, and tungsten (version 2.0, August 2020)

In response to Executive Order 13817 of December 20, 2017, the U.S. Geological Survey (USGS) coordinated with the Bureau of Land Management (BLM) to identify 35 nonfuel minerals or mineral materials considered critical to the economic and national security of the United States (U.S.) (https://pubs.usgs.gov/of/2018/1021/ofr20181021.pdf). Acquiring information on possible domestic sources of these critical minerals is the rationale for the USGS Earth Mapping Resources Initiative (Earth MRI). The program, which partners the USGS with State Geological Surveys, federal agencies, and the private sector, aims to collect new geological, geophysical, and topographic (lidar) data in key areas of the U.S. to stimulate mineral exploration and production of critical minerals.
The first phase of Earth MRI focused on the study of rare-earth elements (REE) (https://pubs.er.usgs.gov/publication/ofr20191023A). Phase 2 version 2  (this report) focuses on the following minerals: aluminum, cobalt, graphite, lithium, niobium, platinum group elements (PGE), rare earth elements, tantalum, tin, titanium, and tungsten. The USGS has identified broad areas within the U.S. to target acquisition of geologic mapping, geophysical data, and (or) detailed topographic information to aid research, mineral exploration, and evaluation of mineral potential in these areas. Focus areas were defined using existing geologic data including data on known deposits in the U.S. The focus areas are provided as geospatial data supported by tables that summarize what is known about the mineral potential and brief descriptions of data gaps that could be addressed by the Earth MRI program. A full discussion of Earth MRI and the rationale and methods used to develop the geospatial data are provided in the following report:
Hammarstrom, J.M., and others (in review)

Tags: alabama, alaska, aluminum, arizona, arkansas, california, cobalt, colorado, connecticut, critical-mineral, delaware, district-of-columbia, earth-mapping-resources-initiative-earth-mri, economic-geology, florida, georgia, geospatial-datasets, graphite, hawaii, heavy-rare-earth-elements, idaho, illinois, indiana, iowa, iron-oxide-apatite, iron-oxide-copper-gold, kansas, kentucky, light-rare-earth-elements, lithium, louisiana, maine, maryland, massachusetts, michigan, mineral-deposits, mineral-resources-program-mrp, minnesota, mississippi, missouri, montana, nebraska, nevada, new-hampshire, new-jersey, new-mexico, new-york, niobium, north-carolina, north-dakota, ohio, oklahoma, oregon, pennsylvania, phosphate, platinum-group-elements, puerto-rico, rare-earth-elements, rhode-island, south-carolina, south-dakota, tantalum, tennessee, texas, tin, titanium, tungsten, united-states, usgs-5f344f1882cee144fb32e391, utah, vermont, virginia, washington, west-virginia, wisconsin, wyoming
Organization: Department of the Interior
Data for food matrix reference materials for hydrogen, carbon, nitrogen, oxygen, and sulfur stable isotope-ratio measurements

An international project developed, quality-tested, and measured isotope−delta values of 10 new food matrix reference materials (RMs) for hydrogen, carbon, nitrogen, oxygen, and sulfur stable isotope-ratio measurements to support food authenticity testing and food provenance verification. These new RMs, USGS82 to USGS91, will enable users to normalize measurements of samples to isotope−delta scales. The RMs include (i) two honeys, from Canada and tropical Vietnam, (ii) flours from C3 (rice) and C4 (millet) plants, (iii) four vegetable oils from C3 (olive, peanut) and C4 (corn) plants, and (iv) collagen powders from marine fish and terrestrial mammal origins.

Tags: light-stable-isotope-analysis, materials-standards, usgs-5f348bb182cee144fb32f67f
Organization: Department of the Interior
2015 calendar-year county-level estimates of actual evapotranspiration for the conterminous United States and Hawaii

Actual evapotranspiration (ETa) values estimated for specified areas including 1) total county areas; 2) potentially irrigated areas within each county; and 3) mapped extents of irrigated lands within each county provided by some states.  These ETa estimates were provided to the USGS National Water Use Science Project by the USGS Earth Resources Observation and Science (EROS) Center (Gabriel Senay and MacKenzie Friedrichs, written communication, 2/20/2017)  and are based on 1-square kilometer  resolution 2015 Moderate Resolution Imaging Spectroradiometer (MODIS) satellite data analyzed through the operational Simplified Surface Energy Balance (SSEBop) model using methods of Senay and others (2013).
Reference: Senay, G.B., Bohms, S., Singh, R.K., Gowda, P.H., Velpuri, N.M., Alemu, H., and Verdin, J.P., 2013, Operational evapotranspiration mapping using remote sensing and weather datasets: A new parameterization for the SSEB approach; Journal of the American Water Resources Association, 49 (2013), pp. 577–591.

Tags: evaporation, irrigation, transpiration, usgs-5f352eb382cee144fb34a978, water-use
Organization: Department of the Interior
Velocity measurements collected along cross-section lines (transects) in the Ohio River between Markland Locks and Dam and McAlpine Locks and Dam, Kentucky and Indiana, October 27–November 4, 2016 (survey #1)

Velocity and water-quality surveys were completed along an approximately 71-mile reach of the Ohio River between Markland Locks and Dam (river mile 531.5) and McAlpine Locks and Dam (river mile 606.8) on October 27–November 4, 2016 (survey #1), and June 26–29, 2017 (survey #2). Water-quality data collected in this reach included surface measurements and vertical profiles of water temperature, specific conductance, pH, dissolved oxygen, turbidity, chlorophyll, and phycocyanin. Streamflow and velocity data were collected simultaneous to the water-quality data at cross-sections and along longitudinal lines (corresponding to the water-quality surface measurements) and at selected stationary locations (corresponding to the water-quality vertical profiles). All velocity and water-quality data were georeferenced with a differential GPS receiver with submeter accuracy. The data were collected to understand variability of flow and water-quality conditions relative to simulated reaches of the Ohio River and to aid in identifying parts of the reach that may provide conditions favorable to spawning and recruitment habitat for Asian carp.

Tags: acoustic-doppler-current-profiler, chlorophyll, dissolved-oxygen, indiana, kentucky, louisville, markland-locks-and-dam, mcalpine-locks-and-dam, multiparameter-sonde, ohio-river, ph, phycocyanin, river, specific-conductance, temperature, turbidity, united-states-of-america, usgs-5f359f8682cee144fb359848, velocity, warsaw, water-quality
Organization: Department of the Interior
Velocity measurements collected at stationary locations (verticals) in the Ohio River between Markland Locks and Dam and McAlpine Locks and Dam, Kentucky and Indiana, October 27–November 4, 2016 (survey #1)

Velocity and water-quality surveys were completed along an approximately 71-mile reach of the Ohio River between Markland Locks and Dam (river mile 531.5) and McAlpine Locks and Dam (river mile 606.8) on October 27–November 4, 2016 (survey #1), and June 26–29, 2017 (survey #2). Water-quality data collected in this reach included surface measurements and vertical profiles of water temperature, specific conductance, pH, dissolved oxygen, turbidity, chlorophyll, and phycocyanin. Streamflow and velocity data were collected simultaneous to the water-quality data at cross-sections and along longitudinal lines (corresponding to the water-quality surface measurements) and at selected stationary locations (corresponding to the water-quality vertical profiles). All velocity and water-quality data were georeferenced with a differential GPS receiver with submeter accuracy. The data were collected to understand variability of flow and water-quality conditions relative to simulated reaches of the Ohio River and to aid in identifying parts of the reach that may provide conditions favorable to spawning and recruitment habitat for Asian carp.

Tags: acoustic-doppler-current-profiler, chlorophyll, dissolved-oxygen, indiana, kentucky, louisville, markland-locks-and-dam, mcalpine-locks-and-dam, multiparameter-sonde, ohio-river, ph, phycocyanin, river, specific-conductance, temperature, turbidity, united-states-of-america, usgs-5f35a0f982cee144fb35987f, velocity, warsaw, water-quality
Organization: Department of the Interior
Velocity measurements collected at stationary locations (verticals) in the Ohio River between Markland Locks and Dam and McAlpine Locks and Dam, Kentucky and Indiana, June 26–29, 2017 (survey #2)

Velocity and water-quality surveys were completed along an approximately 71-mile reach of the Ohio River between Markland Locks and Dam (river mile 531.5) and McAlpine Locks and Dam (river mile 606.8) on October 27–November 4, 2016 (survey #1), and June 26–29, 2017 (survey #2). Water-quality data collected in this reach included surface measurements and vertical profiles of water temperature, specific conductance, pH, dissolved oxygen, turbidity, chlorophyll, and phycocyanin. Streamflow and velocity data were collected simultaneous to the water-quality data at cross-sections and along longitudinal lines (corresponding to the water-quality surface measurements) and at selected stationary locations (corresponding to the water-quality vertical profiles). All velocity and water-quality data were georeferenced with a differential GPS receiver with submeter accuracy. The data were collected to understand variability of flow and water-quality conditions relative to simulated reaches of the Ohio River and to aid in identifying parts of the reach that may provide conditions favorable to spawning and recruitment habitat for Asian carp.

Tags: acoustic-doppler-current-profiler, chlorophyll, dissolved-oxygen, indiana, kentucky, louisville, markland-locks-and-dam, mcalpine-locks-and-dam, multiparameter-sonde, ohio-river, ph, phycocyanin, river, specific-conductance, temperature, turbidity, united-states-of-america, usgs-5f35a16282cee144fb359894, velocity, warsaw, water-quality
Organization: Department of the Interior