AndreaBozzo/ceres-open-data-index huggingface dataset:
Tularosa Basin Play Fairway Analysis: Weights of Evidence; Mineralogy, and Temperature Anomaly Maps

This submission has two shapefiles and a tiff image. The weights of evidence analysis was applied to data representing heat of the earth and fracture permeability using training sites around the Southwest; this is shown in the tiff image. A shapefile of surface temperature anomalies was derived from the statistical analysis of Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) thermal infrared data which had been converted to surface temperatures; these anomalies have not been field checked. The second shapefile shows outcrop mineralogy which originally mapped by the New Mexico Bureau of Geology and Mineral Resources, and supplemented with mineralogic information related to rock fracability risk for EGS. Further metadata can be found within each file.

Tags: anomalies, anomaliy, aster, basin, egs, geospatial-data, geothermal, mexico, mineralogy, new, new-mexico, outcrop, outcrop-mineralogy, pfa, play-fairway-anlaysis, surface, temperature, texas, thermal-infrared, tularosa, tularosa-basin, weights-of-evidence, wofe
Organization: Department of Energy
Tularosa Basin Play Fairway Analysis Model

This submission contains several shapefiles used for a deterministic PFA, as well as a heat composite risk segment with union overlay, and training sites used for weights of evidence. More detailed metadata can be found in the specific file.

Tags: analysis, arcgis, basin, certainty, composite, crs, dissolve, fairway, fort-bliss, geospatial-data, geothermal, gis, heat, heat-crs, mcgregor-range, new-mexico, pfa, play, play-fairway-analysis, risk, segment, shape-file, shapefile, sites, training, tularosa, union, weights-of-evidence
Organization: Department of Energy
Oregon Cascades Play Fairway Analysis: Maps

The maps in this submission include: heat flow, alkalinity, Cl, Mg, SiO2, Quaternary volcanic rocks, faults, and land ownership. All of the Oregon Cascade region. The work was done by John Trimble, in 2015, at Oregon State University.

Tags: alkalinity, cascades, chloride, cl, concentration, fault, faults, felsic, flow, geochemistry, geothermal, heat, heatflow, hot, kriging, land, locations, mafic, magnesium, map, mg, oregon, ownership, pfa, quaternary, sample, silica, silicate, sio2, springs, volcanics
Organization: Department of Energy
Oregon Cascades Play Fairway Analysis: Faults and Heat Flow Maps

This submission includes a fault map of the Oregon Cascades and backarc, a probability map of heat flow, and a fault density probability layer. More extensive metadata can be found within each zip file.

For information about "Oregon Faults," contact John David Trimble, Oregon State University. trimbljo@onid.oregonstate.edu

Tags: cascades, composite-risk-segment, crs, density, fault, fault-density, faults, features, flow, geology, geospatial-data, geothermal, heat, heat-flow, heatflow, kriging, map, oregon, oregon-state-university, pfa, play-fairway-analysis, probability, structural
Organization: Department of Energy
Tularosa Basin Play Fairway Analysis: Groundwater, Heat Flow, Relief Map

In this submission is the groundwater composite risk segment (CRS) used for play fairway analysis. Also included is a heat flow probability map, and a shaded relief map of the Tularosa Basin, NM.

Tags: arcgis, basin, composite-risk-segment, crs, flow, fort-bliss, geospatial-data, geothermal, gis, groundwater, heat, heatflow, map, mcgregor-range, mexico, new, new-mexico, pfa, play-fairway-analysis, probability, relief, shaded, shaded-relief, shape-file, shapefile, tularosa
Organization: Department of Energy
Tularosa Basin Play Fairway Analysis: Pleistocene Lake Otero

This submission includes a geotiff of the geographic extent of Pleistocene Lake Otero; which was used as apart of the groundwater composite risk segment in a Tularosa Basin Play Fairway Analysis.

Tags: arcgis, basin, fort-bliss, geospatial-data, geothermal, gis, groundwater, lake-otero, mcgregor-range, pfa, play-fairway-analysis, pleistocene, shape-file, shapefile, shoreline, tularosa, tularosa-basin
Organization: Department of Energy
SE Great Basin Play Fairway Analysis PFA Models and Probability Map

This submission includes a Na/K geothermometer probability greater than 200 deg C map, as well as two play fairway analysis (PFA) models. The probability map acts as a composite risk segment for the PFA models. The PFA models differ in their application of magnetotelluric conductors as composite risk segments. These PFA models map out the geothermal potential in the region of SE Great Basin, Utah.

Tags: composite-risk-segment, crs, eastern, eastern-great-basin, exploration, geochemistry, geohtermal-exploration-model, geospatial-data, geothermal, geothermal-exploration-model, geothermal-potential, geothermometer, geothermometry, goethermometer, great-basin, magnetotellurics, model, mt, na-k, pfa, pfa-modelling, play-fairway-analysis, potassium, probability, resource-assessment, se, sodium, utah
Organization: Department of Energy
SE Great Basin Play Fairway Analysis Heat and Permeability CRS

Within this submission are multiple .tif images with accompanying metadata of magnetotelluric conductor occurrence, fault critical stress composite risk segment (CRS), permeability CRS, Quaternary mafic extrusions, Quaternary fault density, and Quaternary rhyolite maps. Each of these contributed to a final play fairway analysis (PFA) for the SE Great Basin study area.

Tags: basalt, composite-risk-segment, conductor, critical-stress, crs, data, eastern, eastern-great-basin, exploration, fault, fault-density, faults, fluid-flow, geospatial-data, geothermal, great-basin, lineaments, magnetotelluric, map, mt, occurence, permeability, pfa, play-fairway-analysis, probability, quaternary, quaternary-faults, rhyolite, se-great-basin, utah
Organization: Department of Energy
Washington Play Fairway Analysis Geothermal Heat and Permeability Potential Geodatabases

This file contains file geodatabases of the Mount St. Helens seismic zone (MSHSZ), Wind River valley (WRV) and Mount Baker (MB) geothermal play-fairway sites in the Washington Cascades. The geodatabases include input data (feature classes) and output rasters (generated from modeling and interpolation) from the geothermal play-fairway in Washington State, USA. These data were gathered and modeled to provide an estimate of the heat and permeability potential within the play-fairways based on: mapped volcanic vents, hot springs and fumaroles, geothermometry, intrusive rocks, temperature-gradient wells, slip tendency, dilation tendency, displacement, displacement gradient, max coulomb shear stress, sigma 3, maximum shear strain rate, and dilational strain rate at 200m and 3 km depth. In addition this file contains layer files for each of the output rasters. For details on the areas of interest please see the 'Phase 1 Technical Report' in the download package.

This submission also includes a file with the geothermal favorability of the Washington Cascade Range based off of an earlier statewide assessment. Additionally, within this file there are the maximum shear and dilational strain rate rasters for all of Washington State.

 

Tags: arcgis, cascade-range, dilation-tendency, dilational-strain-rate, displacement, displacement-gradient, fault, favorability, fumarole, gdb, geodatabase, geospatial-data, geothermal, geothermal-favorability, geothermometry, gis, heat, hot-spring, intrusive-rock, maximum-coulomb-shear-stress, maximum-shear-strain-rate, mount-baker, mount-st-helens-seismic-zone, permeability, pfa, play-fairway, risk, sensitivity, sigma-3, slip-tendency, strain-rate, temeprature-gradient, uncertainty, volcanic-vent, washington, washington-state, wind-river-valley
Organization: Department of Energy
Sustainable Self-Propping Shear Zones in EGS: Chlorite, Illite, and Biotite Rates and Report

Spreadsheet containing chlorite, illite, and biotite rate data and rate equations that can be used in reactive transport simulations.  Submission includes a report on the development of the rate laws.

Tags: biotite, chlorite, egs, enhanced-geothermal-systems, geothermal, illite, rate-equations, reactive-transport, reactive-transport-simulation, shear-zone
Organization: Department of Energy
Oregon Cascades Play Fairway Analysis: Raster Datasets and Models

This submission includes maps of the spatial distribution of basaltic, and felsic rocks in the Oregon Cascades. It also includes a final Play Fairway Analysis (PFA) model, with the heat and permeability composite risk segments (CRS) supplied separately. Metadata for each raster dataset can be found within the zip files, in the TIF images

Tags: arcgis, basalt, cascades, composite-risk-segment, crs, felsic, felsic-rocks, geology, geospatial-data, geothermal, gis, heat, heat-composite-risk-segment, mafic, mafic-rocks, model, oregon, oregon-cascades, permeability, pfa, play-fairway-analysis, rhyolite
Organization: Department of Energy
Rare Earth Element Sorption Study on sieved -50 +100 mesh fraction of Media 1 in Brine 1 with Different Starting pHs at 70C

This is a continuation of the rare earth element sorption study for shaker bath tests on 2g media #1 in 150mL brine #1 with different starting pH's at 70C. In a previous submission we reported data for shaker bath tests for brine #1 with starting pH's of 3.5, 4.5 and 5.5. In this submission we these pH's compared to starting brine #1 pH's of 6, and 7.

Tags: brine-1, elevated-temperature, geothermal, geothermal-mineral-recovery, media-1, ph, rare-earth-elements, ree, shaker-bath-test, shaker-bath-tests, sorption-study
Organization: Department of Energy
Repetitive Regeneration of Media #1 in a Dynamic Column Extraction using Brine #1

This data is from a regeneration study from a dynamic column extraction experiment where we ran a solution of REE's through a column of media #1 then stripped the REE's off the media using 2M HNO3 solution. We then re-equilibrated the media and repeated the process of running a REE solution through the column and stripping the REE's off the media and comparing the two runs.

Tags: brine-1, brine-study, dynamic-column-extraction, geothermal, geothermal-mineral-recovery, media-1, rare-earth-elements, ree, regeneration-study
Organization: Department of Energy
Newberry EGS Well Logs, Earthquakes, Maps, Cross-Sections, and LiDAR Datasets

Datasets and information used to characterize the subsurface of Newberry and support modeling efforts. Includes sources for well logs, earthquakes, maps & cross-sections, and LiDAR/DEM

Tags: cross-section, dataset, dem, earthquake, earthquakes, egs, enhanced-geothermal-system, geologic-map, geothermal, lidar, map, model, newberry, newgen, oregon, remote-sensing, seismic, seismicity, well-log
Organization: Department of Energy
Tularosa Basin Play Fairway Analysis: Methodology Flow Charts

These images show the comprehensive methodology used for creation of a Play Fairway Analysis to explore the geothermal resource potential of the Tularosa Basin, New Mexico. The deterministic methodology was originated by the petroleum industry, but was custom-modified to function as a knowledge-based geothermal exploration tool. The stochastic PFA flow chart uses weights of evidence, and is data-driven.

Tags: certainty, deterministic, deterministics, exploration, flow-chart, fort-bliss, geothermal, kriging, mcgregor-range, methodology, new-mexico, pfa, play-fairway-analysis, probability, probability-kriging, stochastic, tularosa, tularosa-basin, weights-of-evidence, wofe
Organization: Department of Energy
Nevada Great Basin Play Fairway Analysis - Steptoe Valley

All datasets and products specific to the Steptoe Valley model area. Includes a packed ArcMap project (.mpk), individually zipped shapefiles, and a file geodatabase for the northern Steptoe Valley area; a GeoSoft Oasis montaj project containing GM-SYS 2D gravity profiles along the trace of our seismic reflection lines; a 3D model in EarthVision; spreadsheet of links to published maps; and spreadsheets of well data.

Tags: 3d-model, arcgis, arcmap, basin, geodatabase, geologic-map, geology, geophysics, geospatial-data, geothermal, gis, gravity, great-basin, map, nv-great-basin, pfa, play-fairway-analysis, seismic-lines, seismic-reflection, shapefile, spreadsheet, steptoe-valley, well-data
Organization: Department of Energy
Utilization Analysis in Low-Temperature Geothermal Play Fairway Analysis for the Appalachian Basin (GPFA-AB)

This submission of Utilization Analysis data to the Geothermal Data Repository (GDR) node of the National Geothermal Data System (NGDS) is in support of Phase 1 Low Temperature Geothermal Play Fairway Analysis for the Appalachian Basin. The submission includes data pertinent to the methods and results of an analysis of the Surface Levelized Cost of Heat (SLCOH) for US Census Bureau Places within the study area. This was calculated using a modification of a program called GEOPHIRES, available at http://koenraadbeckers.net/geophires/index.php. The MATLAB modules used in conjunction with GEOPHIRES, the MATLAB data input file, the GEOPHIRES output data file, and an explanation of the software components have been provided. Results of the SLCOH analysis appear on 4 .png image files as mapped risk of heat utilization. For each of the 4 image (.png) files, there is an accompanying georeferenced TIF (.tif) file by the same name.
In addition to calculating SLCOH, this Task 4 also identified many sites that may be prospects for use of a geothermal district heating system, based on their size and industry, rather than on the SLCOH. An industry sorted listing of the sites (.xlsx) and a map of these sites plotted as a layer onto different iterations of maps combining the three geological risk factors (Thermal Quality, Natural Reservoir Quality, and Risk of Seismicity) has been provided. In addition to the 6 image (.png) files of the maps in this series, a shape (.shp) file and 7 associated files are included as well.
Finally, supporting files (.pdf) describing the utilization analysis methodology and summarizing the anticipated permitting for a deep district heating system are supplied.

UPDATE: Newer version of the Utilization Analysis has been added here: https://gdr.openei.org/submissions/878

Tags: appalachian-basin, deep-direct-use, demand, district-heating, east, economics, geophires, geospatial-data, geothermal, geothermal-play-fairway-analysis, gpfa-ab, heat-utilization, lcoh, low-temperature, new-york, northeast, pennsylvania, pfa, play-fairway-analysis, risk-factors, slcoh, surface-levelized-cost-of-heat, west-virginia
Organization: Department of Energy
Risk Factor Analysis in Low-Temperature Geothermal Play Fairway Analysis for the Appalachian Basin (GPFA-AB)

This submission contains information used to compute the risk factors for the GPFA-AB project. The risk factors are natural reservoir quality, thermal resource quality, potential for induced seismicity, and utilization. The methods used to combine the risk factors included taking the product, sum, and minimum of the four risk factors.
The files are divided into images, rasters, shapefiles, and supporting information. The image files show what the raster and shapefiles should look like. The raster files contain the input risk factors, calculation of the scaled risk factors, and calculation of the combined risk factors. The shapefiles include definition of the fairways, definition of the US Census Places, the center of the raster cells, and locations of industries. Supporting information contains details of the calculations or processing used in generating the files. An image of the raster will have the same name except *.png as the file ending instead of *.tif. Images with 'fairways' or 'industries' added to the name are composed of a raster with the relevant shapefile added.

The file About_GPFA-AB_Phase1RiskAnalysisTask5DataUpload.pdf contains information the citation, special use considerations, authorship, etc.

***See 'GPFA-AB.zip' at bottom for compressed and organized version of the files associated with this submission***

**More details (including location) on each file are given in the spreadsheet 'list_of_contents.csv' in the folder 'SupportingInfo'**

Code used to calculate values is available:
https://github.com/calvinwhealton/geothermal_pfa under the folder 'combining_metrics' - *See link below*


Tags: appalachian-basin, arcgis, combined-risk-segment-map, deep-direct-use, district-heating, geospatial-data, geothermal, geothermal-play-fairway-analysis, gis, gpfa-ab, low-temperature, new-york, pennsylvania, pfa, play-fairway-analysis, raster, risk, risk-analysis, risk-factor, seismic, seismicity, shape-file, shapefile, west-virginia
Organization: Department of Energy
Distributed Acoustic Sensing Experiment Data from Garner Valley, California

In September 2013, an experiment using Distributed Acoustic Sensing (DAS) was conducted at Garner Valley, a test site of the University of California Santa Barbara (Lancelle et al., 2014).  This submission includes all DAS data recorded during the experiment.  

The sampling rate for all files is 1000 samples per second.  Any files with the same filename but ending in _01, _02, etc. represent sequential files from the same test.  

Locations of the sources are plotted on the basemap in GDR submission 481, titled: "PoroTomo Subtask 3.2 Sample data from a Distributed Acoustic Sensing experiment at Garner Valley, California (PoroTomo Subtask 3.2)."

Lancelle, C., N. Lord, H. Wang, D. Fratta, R. Nigbor, A. Chalari, R. Karaulanov, J. Baldwin, and E. Castongia (2014), Directivity and Sensitivity of Fiber-Optic Cable Measuring Ground Motion using a Distributed Acoustic Sensing Array (abstract # NS31C-3935), AGU Fall Meeting.  https://agu.confex.com/agu/fm14/webprogram/Paper19828.html

The e-poster is available at:
https://agu.confex.com/data/handout/agu/fm14/Paper_19828_handout_696_0.pdf


Tags: ambient-noise, california, das, distributed-acoustic-sensing, fiber-optics, garner-valley, geothermal, porotomo, poster, project-summary, traffic, vibroseis
Organization: Department of Energy
Deep Direct-Use Feasibility Study Development of 3-D Structural Surface Model for the Tuscarora Sandstone, Morgantown, WV

This dataset contains grid files for subsurface maps created in GES interpretation software and exported as Zmap formated grid files. Depth values in SSTVD (subsea true vertical depth).
The methods used for analysis and a detailed discussion of the results are presented in a paper by McCleery et al., (2018). 

Tags: 3-d, 3-d-geological-model, 3-d-structural-surface, 3d, appalachian-basin, computed-tomography, conformable-gridding, core-analysis, ddu, deep-direct-use, egs, feasibility, geophysics, geothermal, permeability-measurements, tuscarora-sandstone, wvu
Organization: Department of Energy
Tularosa Basin Play Fairway Analysis: Partial Basin and Range Heat and Zones of Critical Stress Maps

Interpolated maps of heat flow, temperature gradient, and quartz geothermometers are included as TIF files. Zones of critical stress map is also included as a TIF file. The zones are given a 5km diameter buffer. The study area is only a part of the Basin and Range, but it does includes the Tularosa Basin.

Tags: basin-and-range, critical-stress, extrapolation, fault, fort-bliss, geospatial-data, geothermal, geothermometer, geothermometry, gradient, great-basin, heat-flow, heatflow, interpolation, map, maps, nevada, new-mexico, permeability, pfa, play-fairway-analysis, quartz, quartz-geothermometer, temperature, temperature-gradient, tularosa, tularosa-basin, utah, zones
Organization: Department of Energy
Hydrogeologic Windows: Regional Signature Detection for Blind and Traditional Geothermal Play Fairways applied to Southwestern New Mexico

Final Report describing regional signature detection for blind and traditional play fairways as part of Phase I of New Mexico Play Fairway Analysis. This project seeks to reduce exploration risk and identify new prospective targets using available geologic, geochemical, and geophysical data sets. Although this project focuses on southwestern New Mexico, the techniques that were developed during this project are widely applicable elsewhere, particularly in arid regions.

Tags: arid, blind-geothermal, characterization, exploration, geochemical, geochemical-tracers, geochemistry, geologic, geology, geophysical, geophysics, geothermal, hydrogeologic-windows, hydrothermal, hydrothermal-modeling, integrated-framework, new-mexico, pfa, play-fairway-analysis, prospective, report, resource-assessment, resource-characterization, sites, systems, target, tracer-test, traditional-geothermal
Organization: Department of Energy
Great Basin NV Play Fairway Analysis - Carson Sink

All datasets and products specific to the Carson Sink Basin. Includes a packed ArcMap (.mpk), individually zipped shapefiles, and a file geodatabase for the Carson Sink area; a GeoSoft Oasis montaj project containing GM-SYS 2D gravity profiles along the trace of our seismic reflection lines; a 3D model in EarthVision; spreadsheet of links to published maps; and spreadsheets of well data.

Tags: 3d-model, arcmap, arcmap-project, basin, carson-sink, geodatabase, geology, geothermal, gravity, gravity-profiles, great-basin, links, maps, nevada, nv-great-basin, oasis-gm-sys-gravity-profiles, pfa, reflection-seismic, seismic-lines, seismic-reflection, shapefile, shapeifile, spreadsheet, well-collar, well-data
Organization: Department of Energy
New Mexico Geothermal Play Fairway Analysis from LANL

This submission contains geospatial (GIS) data on water table gradient and depth, subcrop gravity and magnetic, propsectivity, heat flow, physiographic, boron and BHT for the Southwest New Mexico Geothermal Play Fairway Analysis by LANL Earth & Environmental Sciences.

GIS data is in ArcGIS map package format.

Tags: 30c, analysis, arcgis, availability, basement, boron, bottom, bouguer-gravity, concentration, contours, crystalline, data, dem, density, depth, discharge, discharge-zone, elevation, elevations, fairway, geography, geology, geomorphology, geospatial-data, geothermal, geothermometer, gis, gradient, groundwater, heat-flow, heat-generation, hydrogeologic-windows, lanl, lithium, location, magnetic, magnetics, map-package, mpk, new-mexico, pfa, physiography, play, precambrian, prospectivity, ranges, silica, southwest, structure, subcrop, temperature, topography, water, water-table, well, well-locations, wells
Organization: Department of Energy
New Mexico Play Fairway Analysis: New Mexico Available Wells for Geochemical Sampling

This is a map package that is used to show the wells in New Mexico that may be available for geochemical sampling. 

Tags: arcgis, geochemical, geochemistry, geospatial-data, geothermal, gis, map-package, mpk, new-mexico, nm, pfa, sample, sampling, water-sampling, water-wells, well-locations
Organization: Department of Energy
New Mexico Play Fairway Analysis: Particle Tracking ArcGIS Map Packages

These are map packages used to visualize geochemical particle-tracking analysis results in ArcGIS. It includes individual map packages for several regions of New Mexico including: Acoma, Rincon, Gila, Las Cruces, Socorro and Truth or Consequences.

Tags: acoma, advective, arcgis, boron, estimation, flow-modeling, geochemistry, geospatial-data, geothermal, gila, gis, heat-flow, las-cruces, lithium, map-package, mpk, new-mexico, nm, particle-tracking, pfa, rincon, socorro, t-or-c, truth-or-consequences
Organization: Department of Energy