AndreaBozzo/ceres-open-data-index huggingface dataset:
Advanced Sorbent Structure Recovery of Rare Earths, Precious Metals and Other Critical Materials from Geothermal Waters and Its Associated Technoeconomics

The work evaluates, develops and demonstrates flexible, scalable mineral extraction technology for geothermal brines based upon solid phase sorbent materials with a specific focus upon rare earth elements (REEs). The selected organic and inorganic sorbent materials (silica and MOF) demonstrated high performance for collection of trace REEs, precious and valuable metals beyond commercially available sorbents. This report details the silica and MOF sorbent uptake, percent removal, and distribution coefficient results for Nd, Eu, Dy, Y and Ce, as well as the characterization of these select sorbent materials. 

The report also contains estimated costs from an in-depth technoeconomic analysis of a scaled up separation process. The estimated financial payback period for installing this equipment varies between 3.3 to 5.7 years depending on the brine flow rate of the geothermal resource.  

Tags: composite-thin-film, geothermal, green-mining, inorganic-sorbent-removal-efficiency, mineral-recovery, nano, organic-sorbent-removal-efficiency, precious-metals, rare-earth-elements, ree, rees, sorbents
Organization: Department of Energy
Brady's Geothermal Field DAS Vibroseis Data

The submitted data correspond to the monitored vibrations caused by a vibroseis seismically exciting the ground in the vertical direction and captured by the DAS horizontal and vertical arrays during the PoroTomo Experiment. The data also include a file with the acceleration record at the Vibroseis. Data is available in the original .sgy formats, as well as in standardized .h5 formats.

Vibroseis Sweep Details: 
Sweep on location T84 Stage 4 (Mode P 60 s long record )
Time: 2016-03-25 14:01:15 (UTC)
Location: 39.80476089N, -119.0027625W
Elevation: 1272.0M (on ground surface at the site)
Sweep length: 20 seconds
Frequencies: 5 Hz to 20 Hz


Tags: accelerometer-response, active-source, das, distributed-acoustic-sensing, geophysical, geophysics, geothermal, h5, hdf5, horizontal-das, nv, porotomo, seg-y, segy, seismic, sweep, truck, vertical-das, vibroseis
Organization: Department of Energy
Brady's Geothermal Field DAS Earthquake Data

The submitted data correspond to the vibration caused by a 3.4 M earthquake and captured by the DAS horizontal and vertical arrays during the PoroTomo Experiment.  Data is available in the original .sgy formats, as well as in standardized .h5 formats.

Earthquake information : 
M 4.3 - 23km ESE of Hawthorne, Nevada
Time: 2016-03-21 07:37:10 (UTC)
Location: 38.479 N 118.366 W
Depth: 9.9 km

Tags: array, brady-hot-springs, das, distributed-acoustic-sensing, earthquake, eq, geophysics, geothermal, hdf5, horizontal, induced-seismicity, monitoring, nv, passive-source, porotomo, seg-y, seismic, seismicity, vertical
Organization: Department of Energy
Brady's Geothermal Field Reftek Seismometer Data

Continuous seismic recordings from six Reftek seismometers deployed at Bradys Hot Springs geothermal field in Nevada from March 9th to 30th, 2016. Data is archived in mseed format.

Five of the six stations are under a moratorium.

Tags: array, brady, bradys-hot-springs, geothermal, monitoring, nevada, nv, passive-seismic, passive-source, porotomo, reftek, seismic, seismicity, seismometer
Organization: Department of Energy
Brady's Geothermal Field Nodal Seismometer Earthquake Data

90-second records of data from 238 three-component nodal seismometer deployed at Bradys geothermal field. The time window catches an earthquake arrival.

Earthquake data from USGS online catalog:
Magnitude: 4.3 ml +/- 0.4
Location: 38.479 deg N 118.366 deg W +/- 0.7 km
Depth: 9.9 km +/- 0.7
Date and Time: 2016-03-21 07:37:10.535 UTC

Tags: 3-component, brady-geothermal-field, earthquake, eq, geothermal, microseismic, microseismicity, monitoring, nevada, nv, passive-seismic, porotomo, seismic
Organization: Department of Energy
Brady Geothermal Field Well Pumping Data During Deployment

Contains pumping data associated with the wells used in the 2016 Spring Campaign led partially by UW - Madison, LBNL, and LLNL scientists. The well coordinates and the depths to the pressure sensors used in the pumping wells can be found at the link "Coordinates and Sensor Depths" below.

Tags: borehole, bradys-geothermal-field, downhole, egs, flow-rate, geothermal, hot-springs, porotomo, pressure, pump-data, well-data
Organization: Department of Energy
Raw Pressure Data from Observation Wells at Brady's Hot Springs

This .csv files contain the raw water pressure data from three observation wells during pumping tests performed in the Spring of 2016. Included is a "read me" file explaining the details of where and how the data were collected.

Tags: brady-hot-springs, bradys-geothermal-area, geothermal, observation-well, observation-wells, porotomo, pressure, pressure-data, pressure-sensor, pumping-tests, read-me-file, water-pressure
Organization: Department of Energy
Geothermometry Mapping of Deep Hydrothermal Reservoirs in Southeastern Idaho: Final Report

Geothermometry Mapping of Deep Hydrothermal Reservoirs in Southeastern Idaho. Project final report with detail appendices.

Tags: egs, equilibria, esrp, geothermal, geothermometry, heat-flow-mapping, hydrothermal, id, idaho, isotropic, mixing-models, reservoir-temperature, snake-river-plain, srp, temperature-dependent-mineral, thermal-anomalies, water-chemistry, yellowstone-hotspot
Organization: Department of Energy
Low-Temperature Hydrothermal Resource Potential Estimate

Compilation of data (spreadsheet and shapefiles) for several low-temperature resource types, including isolated springs and wells, delineated area convection systems, sedimentary basins and coastal plains sedimentary systems. For each system, we include estimates of the accessible resource base, mean extractable resource and beneficial heat. Data compiled from USGS and other sources. 

General locations are provided in the spreadsheet; specific locations are provided in the associated shapefiles.  The paper (submitted to GRC 2016) describing the methodology and analysis is also included.

Tags: accessible-resource-base, beneficial-heat, bottom-hole-temperature, coastal-plain, coastal-plains, conduction, convection, delineated-area, depth, depth-data, direct-use, egs, geothermal, gis-data, hydrothermal, isolated, isolated-system, low-temperature, mean-extractable-resource, nrel, resource-potential, sedimentary-basin, shallow-temperaute, shapefile, smu, springs, temperature-data, usgs, wells
Organization: Department of Energy
Brady's Geothermal Field - Metadata for InSAR Holdings

List of synthetic aperture radar (SAR) images acquired by TerraSAR-X and TanDEM-X satellite missions and archived at UNAVCO's WINSAR facility. See file "Bradys TSX Holdings.csv" for individual links.

NOTE: The user must create an account in order to access the data (See "Instructions for Creating an Account" below).


Tags: brady, bradys-hot-springs, geothermal, imaging, insar, interferometric, porotomo, radar, sar, satellite, synthetic-aperture, synthetic-aperture-radar, tandem-x, tdx1, terrasar-x, western-north-america, winsar
Organization: Department of Energy
Appalachian Basin Play Fairway Analysis Gravity, Magnetics, and Earthquake Data

This archived dataset contains magnetic and gravity imaging data for the Appalachian Basin, compiled using Poisson Wavelet Multiscale Edge Detection, referred to as 'worm' for brevity, and stored in a PostGIS database, along with shapefiles and CSVs of relevant data.  The archive also includes regional earthquake data going back to 1973 and relevant world stress map data.

These data are used in estimating the seismic hazards (both natural and induced) for candidate direct use geothermal locations in the Appalachian Basin Play Fairway Analysis by Jordan et al. (2015).

Tags: appalachian-basin, csv, earthquake-data, earthquakes, east-coast-earthquakes, eq, geophysics, geospatial-data, geothermal, geotiff, gis, gravity, gravmag, hazard, imaging, induced-seismicity, low-temperature, magnetic, magnetics, meq, microearthquake, microseismicity, natural, new-jersey, new-york, ontaria, pennsylvania, pfa, philadelphia, poisson-wavelet-multiscale-edge-detection, postgis, quebec, risk-assessment, seismicity, shapefile, shapefiles, sql, tif, west-virginia, world-stress-map, worm, worms, xls, zip, zipfile
Organization: Department of Energy
Fallon FORGE: Seismic Reflection Profiles

Fourteen seismic reflection profiles and their interpretations for the southern Carson Sink within and proximal to the proposed Fallon FORGE site. Five profiles were provided by the Navy Geothermal Program Office and reprocessed by Optim Inc. Nine proflies were acquired from the Seismic Exchange Inc and have been interpreted by UNR.

Tags: carson-sink, contacts, depth-converted, fallon, fault, forge, geophysics, geothermal, interpretation, interpreted, interpretted, nevada, nv, reflection, sei, seismic, seismic-profiles, traces
Organization: Department of Energy
West Flank Coso FORGE: Magnetotelluric 3D Data

This is the 3D version of the MT data for the West Flank Coso FORGE area. The Coso geothermal field has had three Magnetotelluric (MT) datasets collected including surveys in 2003, 2006, and 2011. The final collection, in 2011, expanded the survey to the west and covers the West Flank of FORGE area.This most recent data set was collected by Schlumberger/WesternGeco and inverted by the WesternGeco GeoSolutions Integrated EM Center of Excellence in Milan, Italy; the 2003 and 2006 data were integrated for these inversions in the present study.

Tags: california, coso, egs, forge, geophysics, geothermal, inversion, magnetotellurics, mt, survey, west-flank
Organization: Department of Energy
West Flank Coso Downhole Temperature Data

Downhole temperature data for the three wells inside the West Flank FORGE footprint; 83-11, TCH 74-2 and TCH 48-11. TCH 74-2 and TCH 48-11 were both collected before 1990 and 83-11 was collected in 2009. The are compiled into one spreadsheet for ease of visualization. Plot of data included.

Tags: ca, california, coso, egs, forge, geothermal, pressure, temperature-logs, west-flank
Organization: Department of Energy
Walker Ranch 3D Seismic Images

Amplitude images (both vertical and depth slices) extracted from 3D seismic reflection survey over area of Walker Ranch area (adjacent to Raft River). Crossline spacing of 660 feet and inline of 165 feet using a Vibroseis source. Processing included depth migration. Micro-earthquake hypocenters on images. Stratigraphic information and nearby well tracks added to images. Images are embedded in a Microsoft Word document with additional information. Exact location and depth restricted for proprietary reasons. Data collection and processing funded by Agua Caliente. Original data remains property of Agua Caliente.

Tags: 3d-seismic, 3d-seismic-reflection, active-source, depth-slice, egs, geophysics, geothermal, meq, microseismicity, narrows, narrows-zone, raft-river, walker-ranch
Organization: Department of Energy
US Low-Temperature EGS Resource Potential Estimate

Shapefile of shallow, low-temperature EGS resources for the United States, and accompanying paper (submitted to GRC 2016) describing the methodology and analysis.  These data are part of a very rough estimate created for use in the U.S. Department of Energy Geothermal Technology Office's Vision Study.  They are not a robust estimate of low-temperature EGS resources in the U.S, and should be used accordingly.

Tags: direct-use, egs, estimate, geospatial-data, geothermal, geovision, gis, gis-data, low-temp, low-temperature, paper, resource-potential, shallow, shapefile, thermal-energy, vision-study
Organization: Department of Energy
Geothermal Project Database Supporting Barriers and Viability Analysis for Development by 2020 Timeline

This data provides the underlying project-level analysis and data sources complied in response to the DOE request to determine the amount of geothermal capacity that could be available to meet the President's request to double renewable energy capacity by 2020.  

The enclosed data contains compiled data on individual project names and locations (by geothermal area and region), ownership, estimated nameplate capacity, and project status, and also contains inferred data on the barriers and viability of the project to meet a 2020 development timeline. The analysis of this data is discussed in the attached NREL report. 

Tags: barriers, capacity, development-plan, geothermal, nameplate-capacity, project-development, project-status, strategic-analysis, strategy, viability
Organization: Department of Energy
Lab-Scale Stimulation Results on Surrogate Fused Silica Samples

Lab-scale stimulation work on non-porous fused silica (similar mechanical properties to igneous rock) was performed using pure water, pure CO2 and water/CO2 mixtures to compare back to back fracturing performance of these fluids with PNNL's StimuFrac.

Tags: effective-pressure, egs, fracking-fluid, fracturing-proformance, fused-silica, geothermal, hydraulic-fracturing, lab-scale-stimulation, measured-effective-pressure, pressure, quartz, reservoir-stimulation, stimufrac, supercritical-co2
Organization: Department of Energy
Low-Temperature Hydrothermal Resource Potential Estimate

Compilation of data (spreadsheet and shapefiles) for several low-temperature resource types, including isolated springs and wells, delineated area convection systems, sedimentary basins and coastal plains sedimentary systems.  For each system, we include estimates of the accessible resource base, mean extractable resource and beneficial heat.   Data compiled from USGS and other sources.

The paper (submitted to GRC 2016) describing the methodology and analysis is also included.

* A newer version of this data exists in a more recent submission.  See the resources below for more information.

Tags: accessible-resource, accessible-resource-base, beneficial-heat, coastal-plains, delineated-area, deprecated, depth, direct-use, geothermal, hydrothermal, low-temp, low-temperature, mean-extractable-resource, potential, resource-estimate, resource-potential, sedimentary-basin, springs, temperature, usgs, volume, wells
Organization: Department of Energy
Brady's Geothermal Field DAS and DTS Surface and Borehole Array Metadata

This metadata submission includes the coordinates of the DAS and DTS surface and borehole arrays, the list of file names, and the list of recorded files during testing at the PoroTomo Natural Laboratory at Brady Hot Spring in Nevada. Testing was completed during March 2016. 


Tags: borehole, borehole-array, borehole-sensors, coordinates, das, das-data, data-collection-gaps, distributed-acoustic-sensing, distributed-temperature-sensing, dts, fiber-optic, file-list, file-listing, geophysics, geothermal, horizontal-array, metadata, meters, passive-monitoring, seismic-array, seismic-monitoring, surface-sensors, temperature-arrays, utm-coordinates
Organization: Department of Energy
Brady Well Coordinates and Observation Sensor Depths

Contains metadata associated with the wells used in the 2016 Spring Campaign led partially by UW - Madison, LBNL, and LLNL scientists. Included with the well coordinates are the depths to the pressure sensors used in observation and pumping wells. Read me files are included for each .csv file.

Tags: area, brady-geothermal, bradys-geothermal, field, geothermal, metadata, porotomo, pressure-sensor-depths, well-coordinates, well-data, well-location, well-observation
Organization: Department of Energy
Brady's Geothermal Field Reftek Seismometer Metadata

Metadata for the Reftek seismometer array deployed at the POROTOMO's Natural Laboratory in Brady Hot Spring, Nevada during the March 2016 testing.

Tags: array, brady, brady-hot-springs, geophysics, geothermal, metadata, monitoring, nevada, passive-seismic, porotomo, reftek, seismic, seismicity, seismometer
Organization: Department of Energy
Brady's Geothermal Field Nodal Seismometers Metadata

Metadata for the nodal seismometer array deployed at the POROTOMO's Natural Laboratory in Brady Hot Spring, Nevada during the March 2016 testing.

Metadata includes location and timing for each instrument as well as file lists of data to be uploaded in a separate submission.

Tags: array, brady-hot-springs, bradys-geothermal-area, geophysics, geothermal, metadata, monitoring, nevada, nodal, porotomo, seismic, seismicity, seismometers
Organization: Department of Energy
Brady's Geothermal Field - Metadata for DTS and DAS Surveys

Metadata for DTS and DAS datasets for both borehole 56-1 and trenched cables. 

Tags: 56-1, bh, borehole, das, distributed-acoustic-sensing, distributed-temperature-sensing, dts, geophysics, geothermal, metadata, nevada, porotomo, seismic, temperature, trenched
Organization: Department of Energy
U.S. Heat Demand by Sector for Potential Application of Direct Use Geothermal

This dataset includes heat demand for potential application of direct use geothermal broken down into 4 sectors: agricultural, commercial, manufacturing and residential.  The data for each sector are organized by county, were disaggregated specifically to assess the market demand for geothermal direct use, and were derived using methodologies customized for each sector based on the availability of data and other sector-specific factors.  This dataset also includes a paper containing a full explanation of the methodologies used.

Tags: agricultural, agriculture, characterization, commercial, direct-use, geothermal, geothermal-vision-study, geovision, gleason, heat-demand, heat-demand-by-county, heat-demand-by-sector, low-temp, low-temperature, manufacturing, mccabe, potential-application, reber, residential, thermal-demand, united-states, us, young
Organization: Department of Energy
Brady Geothermal Field PoroTomo Laboratory Deployment Map

Map of the PoroTomo Laboratory at Brady Field, Nevada. Map includes locations of GPS Stations, Shaker Stations, Vibroseis Sites, Seismometers, Fiber-Optic Cables, and wells

Tags: brady-geothermal-field, deployment, egs, geothermal, gps, gps-station, lab, laboratory, location, map, porotomo, seismic-monitoring, seismometer, shaker, shaker-station, site, station, vibroseis, well
Organization: Department of Energy
Fallon FORGE: LiDAR Acquisition and Processing Report

The data is associated to the Fallon FORGE project and includes LiDAR from the Navy GPO. Also included are geologic maps from the USGS and Nevada Bureau of Mines and Geology for the Fallon, NV area.

Tags: acquisition, egs, fallon, forge, geology, geothermal, lidar, nas-fallon, navy-gpo, nevada, processing, remote-sensing, report
Organization: Department of Energy
Improved Rare Earth Element Sorption from Simulated Geothermal Brines: Effect of Gassed versus Degassed Brines

A study exploring sorption and stripping characteristics of sorption media when simulated geothermal brines are degassed or not degassed.  Experiments were done at 70degC. The brines used in this study were formulated by Tusaar.  The two brines used/simulated are labeled 1M and 1CF.  The data consists of a Word file explaining the results and an Excel file of the data.

Tags: degassed, degassed-brine, elution, gassed, geothermal, media, media-sorption, mineral-recovery, packed-column, rare-earth-elements, ree, simulated-brine, sorption-study, strip-elution
Organization: Department of Energy
West Flank Coso FORGE: MT Station Locations

This data includes the locations of the MT data collected in and around the Coso Geothermal field that covered the West Flank area. These are the data that the 3D MT models were created from that were discussed in Phase 1 of the West Flank FORGE project.

The projected coordinate system is NAD 1927 State Plane California IV FIPS 0404 and the Projection is Lambert Conformal Conic. Units are in feet. 

Tags: california, coso, forge, geophysics, geospatial-data, geothermal, gps, location, location-data, magnetotellurics, mt, phase-1, station, west-flank
Organization: Department of Energy
Comparison of Rare Earth Element Sorption Between Fresh and Partially Loaded Media Using Simulated Geothermal Brine

A study comparing the REE sorption characteristics of fresh ligand-based sorption media and media partially loaded with REEs when exposed to a simulated geothermal brine with known mineral concentrations, REE7.  Sorption rates were tested using microcosm shaker tests. Results suggest that preferential REE sorption is greater for fresh media, but this preference differs between elements.

Tags: adsorption, experiment, geothermal, loaded-media, mineral-recovery, ph-vs-volume, rare-earth-elements, raw-data, ree, removal-efficiency, sorption
Organization: Department of Energy
Experimental Parameters Affecting Stripping of Rare Earth Elements from Loaded Sorptive Media in Simulated Geothermal Brines

 Experimental results from several studies exploring the impact of pH and acid volume on the stripping of rare earth elements (REEs) loaded onto ligand-based media via an active column.  The REEs in this experiment were loaded onto the media through exposure to a simulated geothermal brine with known mineral concentrations.  The data include the experiment results, rare earth element concentrations, and the experimental parameters varied. 

Tags: adsorption, brine-study, column, elution, experiment, geothermal, media, media-stripping, mineral-recovery, ph, rare-earth-element, rare-earth-elements, ree, simulated-brine
Organization: Department of Energy
Protocol for Regeneration of Ligand-Depleted Adsorption Media for Rare Earth Element Recovery from Geothermal Brine

Description of experimental protocol used to characterize the effectiveness of regenerating ligand-based adsorption media through the addition of ligands when media were previously depleted of ligands during use. Results of the effectiveness of this regeneration are also described. 

Tags: adsorption, experimental-protocol, geothermal, ligand, ligand-regeneration, mineral-recovery, rare-earth-element, ree, simulated-brine
Organization: Department of Energy
In-Situ Process for Sorption and Stripping of Rare Earth Elements from Simulated Geothermal Brine

Description of a conceptual commercial process to remove rare earth elements (REEs) from geothermal brine, based on a small-scale laboratory experiment to load, strip, and regenerate a ligand-based media used to adsorb REEs from a simulated brine doped with known mineral concentrations. 

Tags: adsorption, brine, brine-study, geothermal, mineral-doping, mineral-recovery, process, rare-earth-elements, ree, simulated-brine
Organization: Department of Energy
Method to Recover Media Ligand Losses During Sorption of Rare Earth Elements from Simulated Geothermal Brines

This document describes the method and results of an in-situ experiment used to confirm that ligand bleed from a sorptive media can be contained.  The experiment focused on maintaining the media's sorption of rare earth elements (REE) obtained from a simulated geothermal brine doped with known mineral concentrations. 

Tags: adsorption, brine-study, geothermal, geothermal-brine, ligand, ligand-bleed, method, mineral-recovery, rare-earth-element, ree, simulated-brine, sorption
Organization: Department of Energy
Fallon FORGE: Geophysics and Geochemistry

The data is associated to the Fallon FORGE project and includes mudlogs for all wells used to characterize the subsurface, as wells as gravity, magnetotelluric, earthquake seismicity, and temperature data from the Navy GPO and Ormat. Also included are geologic maps from the USGS and Nevada Bureau of Mines and Geology for the Fallon, NV area.

Tags: acquisition-report, aeromag, basin-and-range, bouger-anomaly, carson-sink, carson-sink-gravity, churchill-county, complete-bouger, egs, fallon, fallon-forge, forge, geochemistry, geochemisty, geophysical, geophysics, geothermal, gravity, gravity-gradient, lidar, log, mud-log, nevada, relative-gravity, seismic, seismic-profiles, temperature, topographic-surveying, well, well-log
Organization: Department of Energy