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Training dataset and results for geothermal exploration artificial intelligence, applied to Brady Hot Springs and Desert Peak

Sep 01, 2020
109.94 MB
Publicly accessible
The submission includes the labeled datasets, as ESRI Grid files (.gri, .grd) used for training and classification results for our machine leaning model: brady_som_output.gri, brady_som_output.grd, brady_som_output.* desert_som_output.gri, desert_som_output.grd, desert_som_outpu...
Authors
Moraga, J. et al Colorado School of Mines
geothermalenergygeothermal explorationhydrothermal mineral alterationsland surface temperaturefault densitypsinsarsubsidenceupliftbrady hot springsdesert peaknevadaconvolutional neural networkfallonmachine learningmodelhydrothermalmineraltemperaturerastergeospatial datageotifftraining datatraining dataset

Tularosa Basin Play Fairway Analysis: Weights of Evidence; Mineralogy, and Temperature Anomaly Maps

Nov 15, 2015
915.34 kB
Publicly accessible
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 anomali...
Authors
Brandt, A. University of Utah
geothermaltularosa basinnewmexicotexasoutcrop mineralogyasteregsweights of evidencewofepfatemperatureanomaliythermal infraredsurfaceanomaliestularosabasinnew mexicoplay fairway anlaysisoutcropmineralogygeospatial data

Western USA Assessment of High Value Materials in Geothermal Fluids and Produced Fluids

Oct 31, 2018
13.53 MB
Publicly accessible
This submission includes the following: Field Characteristics: Describes the geological and production field characteristics of sampling sites Geochemistry of Produced Fluids Idaho-Nevada-New Mexico-Oregon-Utah: Summarizes the all the analytical results for aqueous samples...
Authors
Simmons, S. et al Energy and Geoscience Institute at the University of Utah
geothermalenergygeologyproduction fieldsfluid geochemistrytrace elementsstable isotopeshelium isotopestrace element geochemistryrocksdrill cuttingscalcite scalesroosevelt hot springsdixie valleybeowawemineralogy-lithologymineral depositsdrillcuttingsmineralogynevadautahidahooregonnew mexicoproducedwaterfluidgeochemistryreservoirtrace elementmineraldepositgeologicalgeochemicalcoproducedcritical elements

US Low-Temperature EGS Resource Potential Estimate

Jun 30, 2016
197.55 MB
Publicly accessible
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 O...
Authors
Mullane, M. et al National Renewable Energy Laboratory
geothermalegslow temperaturedirect useresource potentialshapefilegis datalow-tempvision studyestimategeovisionpaperthermal energyshallowgisgeospatial data

Washington Geothermal Play Fairway Analysis Data From Potential Field Studies

Dec 20, 2017
277.52 MB
Publicly accessible
A recent study which adapts play fairway analysis (PFA) methodology to assess geothermal potential was conducted at three locations (Mount Baker, Mount St. Helens seismic zone, and Wind River valley) along the Washington Cascade Range (Forson et al. 2017). Potential field (gravity...
Authors
Anderson, M. et al Washington Geological Survey
geothermalenergygravitymagneticspotential fieldsplay fairwaywashingtonland useprocess watertransmissionurban areaswatershapefilearcgisgeospatial datagissite assessmentsite characterizationgeophysicsgeophysicalsurveyexplorationinvestigationpfawashington state

Utah FORGE 2-2439v2: Reports on Stress Prediction and Modeling for Well 16B(78)-32 May 2025

Jun 05, 2025
20.34 MB
Publicly accessible
These two reports from the University of Pittsburgh document related efforts under Utah FORGE Project 2-2439v2 to estimate in-situ stresses in well 16B(78)-32 using laboratory data, machine learning models, and physics-based simulations. One report focuses on developing and valida...
Authors
Lu, G. et al University of Pittsburgh
geothermalenergyutah16b78-32in-situ stressultrasonic velocityutah forgeegs16bmachine learningtrue triaxial testingsonic logsstress predictionfar-field stressthermo-poro-mechanicalmodelingdeep learningfinite element modelgeothermal reservoirstress profilingstress anisotropytechnical report

Geothermal Exploration Cost and Time Metric

Jan 01, 2013
518.12 kB
Publicly accessible
The National Renewable Energy Laboratory (NREL) was tasked with developing a metric in 2012 to measure the impacts of RD&D funding on the cost and time required for geothermal exploration activities. The development of this cost and time metric included collecting cost and time da...
Authors
Jenne, S. et al National Renewable Energy Laboratory
geothermalexplorationcosttimetoolriskmetricexploraton

Chemistry of the thermal water samples of the Camas Prairie area in Idaho, USA

Sep 30, 2020
831.5 kB
Publicly accessible
This dataset includes chemistry of geothermal water samples of the Camas Prairie area in Idaho. The samples included in this dataset were collected over the period of 2016-2019. Collection/analysis of new water samples and compilation of existing water chemistry database were cond...
Authors
Neupane, G. et al Idaho National Laboratory
snake river plaincamas prairieidahothermal watersplay fairwaypfasrpblindresourcecharacterizationisotope analysischemistrywater sampleswatergeochemistryisotopegroundwater chemistrygroundwaterhydrologyrare earth elements

Utah FORGE: Deep Wells Water and Gas Sampling with Analyses by ThermoChem (October, 2022)

Oct 26, 2022
2.22 MB
Publicly accessible
This data includes a document that describes the effort to collect and analyze water and gas samples from deep Utah FORGE wells 16A(78)-32, 58-32, 56-32 and 78B-32 along with additional pdf files showing ThermoChem's analyses attached as an appendix.
Authors
Joness, C. Energy and Geoscience Institute at the University of Utah
geothermalenergyutah forgewater and gas chemistryutah forge water and gas geochemistrygas chemistryutah forge gas chemistrywater chemistryutah forge water chemistrywell 16a78-32well 58-32well 56-32well 78b-32well datagroundwater and hydrologyprocessed dataforgeegschemistryfluidproduced waterstimulationmonitoringwater reportncgncg reportnon-condensable gashydrocarbon report

Utah FORGE: Microseismic Surface Network Catalogs for Wells 16A(78)-32 and 16B(78)-32 Stimulation 2022 and Circulation 2023

Feb 09, 2024
32.36 kB
Publicly accessible
This dataset includes microseismic surface network catalogs for Utah FORGE. Data were recorded during the stimulation of well 16A(78)-32 in 2022 and the circulation tests between wells 16A(78)-32 and 16B(78)-32 in 2023. Near-surface seismic monitoring during circulation experimen...
Authors
Niemz, P. et al University of Utah Seismograph Stations
geothermalenergyutah forgewell 16a78-32well 16b78-3216a16bmicroseismic datamicroseismiccirculation testcirculationstimulationfracingroosevelt hot springseismic dataseismicegsmicroseismic eventscataloggeophysics

West Flank Coso FORGE: 83-11 Image and Mud Log Data

Jul 31, 2009
859.62 MB
Publicly accessible
CBIL and STAR image logs as pre-processed DLIS files, and mud log of well 83-11
Authors
Blankenship, D. Sandia National Laboratories
geothermalforgeegswest flank cosowell datacosomud logimage logwell logwest flankcaliforniadlisstarimagecbil83-11

West Flank Coso FORGE: 33A-7 Image and Mud Log Data

Apr 08, 2010
430.14 MB
Publicly accessible
Circumferential Borehole Imaging Log (CBIL) image log as DLIS file, and PDF mud log of well 33A-7 as part of the West Flank Coso, CA FORGE site.
Authors
Blankenship, D. Sandia National Laboratories
geothermalforgeegswest flank cosowell datacosomud logwell logformation logcircumferential borehole imaging logwest flankcalifornia

Laboratory Evaluation of EGS Shear Stimulation-Test 001

Jul 29, 2014
3.21 MB
Publicly accessible
This is the results of an initial setup-shakedon test in order to develop the plumbing system for this test design. a cylinder of granite with offset holes was jacketed and subjected to confining pressure and low temperature (85C) and pore water pressure. Flow through the sample w...
Authors
Bauer, S. Sandia National Laboratories
geothermalegs lab simulationhydroshearinggranitelab hydroshearpressurevolumeloadpore pressuretemperature

Utah FORGE 2-2446: Characterizing Stress Roughness Through Simulation of Hydraulic Fracture Growth

Jan 30, 2025
2.55 MB
Publicly accessible
This dataset covers work that investigated the apparent toughness anisotropy at Utah FORGE by comparing microseismic data with stress profiles from field measurements. The study analyzes the hydraulic fracture growth of Stage 3 at Well 16A(78)-32 using MEQ data, calibrating a nume...
Authors
Cusini, M. and Fei, F. Lawrence Livermore National Laboratory
geothermalenergyutah forgestress roughnesshydraulic fracturingmeqegsstress profilefield measurementshydraulic fracture growth16a78-32stage 3geostechnical reportprocessed datageophysics2-2446toughness anisotropyrock mechanics

Chemical Fracture Detection During Triaxial Deformation Tests

Aug 19, 2025
613.72 MB
Publicly accessible
A set of triaxial tests with sandstone, limestone, and granite samples was conducted to measure fluid chemistry before, during, and after rock fracture. The dataset here includes: 1) five triaxial test data files (xlxs), 2) one file containing the measured test tube volumes for th...
Authors
Kibikas, W. Sandia National Laboratories
rock mechanicsfracture detectiongeothermalnational laboratorychemical fracture detectiontriaxial deformationsandstonelimestonegranitefluid chemistrydissolved ionsenhanced dissolutionfracture surface areafracture tracespore pressureconfining pressuredifferential stressinduced fracturereactive transport

Hawaii Play Fairway: Preliminary Core Box Photos, Lanai Island, Hawaii

Jul 01, 2019
Size unavailable
Publicly accessible
Photos of core samples from Lanai Island. During the third phase of the Hawaii Play Fairway project, further exploration involved drilling a groundwater well in Lanai's Palawai Basin and performing more geophysical surveys. The project deepened an existing water well on Lanai. Dri...
Authors
Lautze, N. et al University of Hawaii
geothermalenergyhawaiilanaipfaplay fairway analysiscore photoscorewell datapalawai basinexplorationcharacterizationhydrothermalkerz

Utah FORGE 3-2535: Numerical Modeling of Energized Steel-Casing Source for Imaging Stimulated Zone

Nov 15, 2022
885.78 kB
Publicly accessible
This short report details and tests the workflow that will be used to simulate steel well casings in deviated production/extraction boreholes at at the Utah FORGE site. Boreholes will be electrically energized and will serve as data sources for future proposed electromagnetic bore...
Authors
Um, E. et al Lawrence Berkeley National Laboratory
geothermalenergyegsremote sensingwell characterizationutah forgewell 16awell 16b

Utah FORGE 2439: Machine Learning for Well 16A(78)-32 Stress Predictions September 2023 Report

Sep 28, 2023
3.69 MB
Publicly accessible
This task completion report documents the development and implementation of machine learning (ML) models for the prediction of in-situ vertical (Sv), minimum horizontal (SHmin) and maximum horizontal (SHmax) stresses in well 16A(78)-32. The detailed description of the experimental...
Authors
Mustafa, A. et al Battelle Memorial Institute
geothermalenergyutahforgegeomechanicsmachine learningffnnartificial neural networkannin-situ stressstress characterizationlabtuvtriaxialstressfeed forward artificial neural networkmlegsmodellingexploratory data analysiseda

EGS Collab Experiment 1: In-situ observation of pre-, co and post-seismic shear slip preceding hydraulic fracturing

May 22, 2018
136.27 MB
Publicly accessible
Understanding the initiation and arrest of earthquakes is one of the long-standing challenges of seismology. Here we report on direct observations of borehole displacement by a meter-sized shear rupture induced by pressurization of metamorphic rock at 1.5 km depth. We observed the...
Authors
Guglielmi, Y. et al Lawrence Berkeley National Laboratory
geothermalenergyegsegs collabsurfsanford underground research facilityseismicinjection teststimulationslip vectorshearaxialdisplacementpressureborehole displacementdeformationsimfipprobeboreholee1-ipre-slipco-seismicslippost-seismicaftersliphydraulicfracturingin-situ

Shaker Test Results Comparing Rare Earth Element Sorption Between Natural and Doped Simulated Geothermal Brine

May 24, 2016
88.02 kB
Publicly accessible
Shaker test data comparing rare earth element (REE) sorption onto Tusaar media between one natural geothermal brine and two simulated brines doped with known mineral concentrations.
Authors
Stull, D. Tusaar Corp.
geothermalrare earth elementssorptiongreat salt lake brinemineral recoverysimulated brinerare earth elementreeadsorbantbrine chemistrybrine study

Hot Pot: Seismic Line Location Map File, Humboldt County, Nevada 2010

Jan 01, 2010
298.03 kB
Publicly accessible
Location of seismic lines carried out under DOE funded project Advanced Seismic Data Analysis Program (The Hot Pot Project). ArcGIS map package containing topographic base map, Township and Range layer, Oski BLM and private leases at time of survey, and locations, with selected sh...
Authors
Lane, M. Oski Energy LLC
geothermalseismicnevadahot potreflection surveyprospectseismic reflection surveyarcgismap filemap packagegislinelocationgeospatial data

Summary of Cement Formulations Tested by BNL for Self-Healing Ability Tests Conditions and Data

Sep 27, 2017
168.02 kB
Publicly accessible
A table of cement formulations tested by Brookhaven National Laboratory in 2016-2017 in the frame of the "Self-healing and Re-Adhering Cements with Improved Toughness at Casing and Formation Interfaces for Geothermal Wells" project.
Authors
Sugama, T. Brookhaven National Laboratory
geothermalenergyself-healingself-readheringcorrosion protectioncement compositesparameterchemicalcompressive strengthlap-shearcement-sheathbond testsbond strengthbond durabilityalkali activatedportland-cement-basedpozzolaniccementclaycasinginterfaceexperiment

Energyshed: University of Vermont Dashboard and Simulation Code V2

Oct 29, 2025
73.63 MB
Awaiting release
This dataset contains (updated) preliminary code for the Energyshed project at University of Vermont. The data includes code for the community dashboard tool (website) and the modeling and co-simulation tools. This code is intended to supplement the Continuation Application and re...
Authors
Hamilton, D. et al University of Vermont
geothermalenergyenergysheduniversity of vermontuvmcoderpythonwebsitedashboardsoftwareceiimodelingco-simulationlocal generationlocal consumptionplace-based energy production

Hawthorne Nevada Deep Direct-Use Feasibility Study 3D Geologic Model

Mar 29, 2018
1.2 MB
Publicly accessible
The objective of this project is to use a multi-disciplinary, three-tiered approach to assess the geothermal resource and determine the feasibility of implementing a large-scale, direct-use facility for the Hawthorne Army Depot (HAD) and the various town and county facilities in H...
Authors
Lowry, T. Nevada Bureau of Mines and Geology
geothermalenergynevadadirect usedeep direct usewellsgeochemistrygeophysicsreservoir modelingquaternary faultshawthorne army weapons depotgeologyfault modellingstressshearslip and dilationdilation tendencyslip tendency3d3-ddduhawthorne

Utah FORGE: Well 58-32 Core Analyses

May 30, 2018
24.23 MB
Publicly accessible
This dataset contains final reports regarding stress measurements, permeability measurements, and mechanical properties from the core testing of well 58-32, in PDF format, and spreadsheets containing tables from the reports as part of Utah FORGE Phase 2B. Please refer to the repor...
Authors
McLennan, J. Energy and Geoscience Institute at the University of Utah
geothermalenergygeomechanicspermeabilityutah forgeutah forge phase 2bwell 58-32rock stressrock mechanical propertiesutah geothermalyoungs moduluspoissons ratiofracturemechanical propertieswell logsshear wavedipole sonic imagerdsicompressional wavelabfailure envelopetensile strengthmilfordroosevelt hot springspermeability measurementsopenhole sectionsitu stressesinjectionpressure transient methodsfield testinglab testingstress measurementshydraulic fractureegsphase 2bforgeutahcore datastressrock propertiescore testingwell coordinateswell locationwell dataresourcecharacterization
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