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"2D classification"×

Programs and Code for Subsurface and MultiSite Geothermal Exploration Artificial Intelligence

Sep 01, 2023
337.85 kB
Awaiting release
This dataset provides Python scripts supporting both subsurface and surface geothermal exploration AI models developed for the project "Detection of Potential Geothermal Exploration Sites from Hyperspectral Images via Deep Learning." It includes two main components: (1) scripts fo...
Authors
Demir, E. and Duzgun, S. Colorado School of Mines
geothermalenergygeothermal explorationsubsurfacesurfacemulti-siteartificial intelligenceaimachine learningmldeep learninghyperspectral imaging3d modeling2d classificationvoxel dataraster dataland surface temperaturemineral markersk-meansdata processingtensorflowpythoncodegpuexploration

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

DEEPEN 3D PFA Favorability Models and 2D Favorability Maps at Newberry Volcano

Jun 30, 2023
3.62 GB
Publicly accessible
DEEPEN stands for DE-risking Exploration of geothermal Plays in magmatic ENvironments. Part of the DEEPEN project involved developing and testing a methodology for a 3D play fairway analysis (PFA) for multiple play types (conventional hydrothermal, superhot EGS, and supercritical...
Authors
Taverna, N. et al National Renewable Energy Laboratory
geothermalenergydeepensuperhotsupercriticalsuperhot egsnewberrymagmatichydrothermalpfamodellingmodelingcharacterizationexploration3d2dfavorabilityomfleapfrogmodelgeodatauncertaintycomponent

EGS Collab Experiment 1: Baseline Cross-well Seismic

Apr 30, 2018
2.13 GB
Publicly accessible
As part of the geophysical characterization suite for the first EGS Collab tesbed, here are the baseline cross-well seismic data and resultant models. The campaign seismic data have been organized, concatenated with geometry and compressional (P-) & and shear (S-) wave picks, and ...
Authors
Schwering, P. et al Sandia National Laboratories
geothermalenergygeophysicsseismiccross-wellsgysegymodeldataresultsvelocityp-waves-waveelastic modulivisualizationcalculationinversionhydrofractureexperimentsurfsanford underground research facilityegsenhanced geothermal systemcollabboreholebaselinedensityshearbulkyoungsmodulusmodulistimulationhydraulicegs collab

DEEPEN: Final 3D PFA Favorability Models and 2D Favorability Maps at Newberry Volcano

Jan 24, 2024
1.3 GB
Publicly accessible
Part of the DEEPEN (DE-risking Exploration of geothermal Plays in magmatic ENvironments) project involved developing and testing a methodology for a 3D play fairway analysis (PFA) for multiple play types (conventional hydrothermal, superhot EGS, and supercritical). This was tested...
Authors
Taverna, N. et al National Renewable Energy Laboratory
geothermalenergydeepensuperhotsupercriticalsuperhot egsegsnewberrymagmatichydrothermalpfamodelingmodellingexploration3d2dfavorabilityomfleapfrogmodelgeodatauncertaintycomponentvolcanogeodata modelprocessed datageophysicscharacterization

EGS Collab Experiment 1: Temperature profile

Apr 01, 2019
18.7 MB
Publicly accessible
This submission includes an input file, plot file, Fortran conversion file, and 3D data file from the simulation of the temperature profile within the Test Bed #1 of the EGS Collab project. The simulation was executed with PNNL's STOMP-GT simulator, which reads the input file, and...
Authors
White, M. Pacific Northwest National Laboratory
geothermalenergysurfegs collabnumerical simulationstomp-gtdataegstemperaturedistribution3dwest access driftfortrancodesanford underground research facility

Utah FORGE: Seismic Reflection Data

Jun 19, 2019
849.51 MB
Publicly accessible
This is 2D and 3D seismic reflection data from Utah FORGE reprocessed during Phase 2c. The readme file containing an explanation of the data including data formats, software that can be used, processing, and projection and datum used. The Reprocessing document gives the rationale ...
Authors
Miller, J. Energy and Geoscience Institute at the University of Utah
geothermalenergyutah forgeutahseismic data2d seismic3d seismicutah geothermalattributes3d seismic reflectionimagingsubsurfacegeophysicsgeophysical surveyseismicmodelacousticsreflection dataforgephase 2cseg-yseismic profilesprestackinterpertedpsdmdepth migrationpstmtime migrationenhancedunenhancedvelocitymigrationmilfordegsvibroseisreflectionvelocity modelprocessed dataraw dataroosevelt hot springslegacyunmigrated

2D Seismic Profiles, Nevada Play Fairway Granite Springs Valley

Sep 14, 2017
154.59 MB
Publicly accessible
This data is associated with the Nevada Play Fairway project and contains 2D seismic profile data in cropped jpegs and tiffs, both interpreted and uninterpreted. Seismic data owned or controlled by Seismic Exchange, Inc.; interpretation is that of the University of Nevada, Reno.
Authors
Faulds, J. Nevada Bureau of Mines and Geology
geothermalenergyseismic profilegranite springs valleypfaplay fairwaygeophysicsseismicinterpretationprofilegeophysicaldataimagingnevadanvactive sourcenv great basin

Basin and Range Investigation for Developing Geothermal Energy: Exploration Data

Jan 03, 2022
266.32 GB
Publicly accessible
This data package includes exploration material from the Basin & Range Investigation for Developing Geothermal Energy [in Hidden Systems] project (BRIDGE), which is part of a broader initiative to advance the exploration of hidden geothermal resources in the Basin & Range Province...
Authors
Schwering, P. et al Sandia National Laboratories
geothermalenergybasinrangeexplorationpotential fieldsairborne electromagneticsmagnetotellurics2-metertemperatureinversionconceptual modelnevadadixie valleyhawthornegabbs valleywalker lanegeologic mappinglidar analysisgeochemistrygravitylee allengrover pointhiddenblindclay caphidden systemsblind systemsgeophysicsraw dataprocessed data

Testing for Controlled Rapid Pressurization

Sep 03, 2014
297.13 kB
Publicly accessible
Borehole W1 is a NQ core hole drilled at our test site in Socorro. The rock is rhyolite. Borehole W1 which was used to test gas-gas explosive mixtures is 55 feet deep with casing (pinkish in the drawing) set to 35 feet. The model is a representation of the borehole and the hol...
Authors
Knudsen, S. Sandia National Laboratories
geothermalpressurizationegsgas-gassocorro test siterhyolitegas-gas pressurizationw1boreholerapid pressurizationcontrolledcoreexperimentexplosivesolidworksdrawingcadwellborestimulationhydraulicmaterialsystemhigh temperatureenergeticdownhole

Fallon FORGE: GIS and Downhole Well Lithology Data

Dec 23, 2015
21.31 MB
Publicly accessible
ArcGIS Map Package with MT Station Locations, 2D Seismic Lines, Well data, Known Regional Hydrothermal Systems, Regional Historic Earthquake Seismicity, Regional Temperature Gradient Data, Regional Heat Flow Data, Regional Radiogenic Heat Production, Local Geology, Land Status, Cu...
Authors
Blankenship, D. Sandia National Laboratories
geothermalegsforgefallonnevadamesozoiclithologydown-holewell datagisgeophysicsgeologymap packagedownholeheat flowsite characteristicsgeospatial datamtmagnetotellurics2dseismiclinesstationlocationhydrothermalearthquakeseismicityhistoricaltemperaturegradienttemperature gradientradiogenic heatland statuscultural datatemperature probegravity

Utah FORGE: 2D and 3D Seismic Data

Mar 16, 2018
127.26 GB
Publicly accessible
This set of data contains raw and Initially-processed 2D and 3D seismic data from the Utah FORGE study area near Roosevelt Hot Springs. Reprocessed versions of these data can be accessed at the linked submission in the Resources section titled "Reprocessed Seismic Reflection Data....
Authors
Miller, J. Energy and Geoscience Institute at the University of Utah
geothermalenergyseismicseismic datautahutah forgeforgeroosevelt hot springs3d seismic data2d seismic dataseg-ycorrelateduncorrelatedgeophysicsactive sourcerawprocesseddataraw dataprocessed datavelocityegsmilford

FedGeo Project: Low-Temperature Geothermal Resources at the U.S. Army Detroit Arsenal, Warren, Michigan

Sep 29, 2026
119.99 MB
In progress
This collection includes datasets used for the analyses and modeling of low-temperature geothermal resources at the U.S. Army's Detroit Arsenal located in Warren, Michigan. This project file includes tabular and geospatial data accessed from publicly available repositories held by...
Authors
University of Illinois Urbana-Champaign
geothermalenergydetroit arsenalmichiganmodelinggeophysicsdrillingfedgeogeologyhydrogeologylow temperature

New River Geothermal Exploration (Ram Power Inc.)

Nov 15, 2013
675.7 MB
Publicly accessible
The New River Geothermal Exploration (DOE Award No. EE0002843) is located approximately 25km south of the Salton Sea, near town of Brawley in Imperial County and approximately 150km east of San Diego, California. A total of 182 MT Logger sites were completed covering the two sepa...
Authors
Mirza, R. and Data, E. Ram Power, Inc.
geothermalmagnetotelluric surveymt surveyresistivitymesquitenew rivernorth americaimperial countyelectronic data exchangeedispacial modelspacial modelingsdmseismic reflection surveyfaultsbrawleycaliforniareportsite namesdaily survey notesparallel sensor testspatial modelingsurvey files1ddepth profilesresistivity models2d3ddepth plan mapsmapsgeosoftgeophysical modeling toolsgeotoolsgocadsoftwareappendixvibration monitoringsurvey notesgeospatial data

Utah FORGE: Seismic and Other Shapefiles from the Roosevelt Hot Springs Area

Mar 22, 2016
18.51 kB
Publicly accessible
Three shapefiles in this submission show the position of proposed seismic line surveys. The mid-crustal velocity anomaly file shows the extent of an anomalously low P-wave velocity zone in the subsurface. Two other files show the extent of known hydrothermal systems in the Rooseve...
Authors
Moore, J. Energy and Geoscience Institute at the University of Utah
geothermalseismiclinesroosevelthydrothermalmilfordutahegsforgewater pipelinesystem2d3darcgisgisshapefileshape filegeospatial datautah forgegeophysicsroosevelt hot springsvelocitydeep drillingvelocity anomalycrustalmid-crustalp-wave

MT Survey on the Glass Buttes Geothermal Exploration Project in Lake County, Oregon

Nov 08, 2010
15.84 MB
Publicly accessible
Zonge Geosciences, Inc. performed a magnetotelluric (MT) survey for the Glass Buttes Project at the request of Ormat Technologies Inc. during the period of 7 October 2010 to 8 November 2010. This report provides the deep electromagnetic data and methods that were used to assist O...
Authors
Akerley, J. Ormat Nevada Inc
geothermaloregonmagnetotelluricmtglass butteslake countyelectromagnetic datageothermal resourcesmt surveyreportmagnetotelluric surveygeophysicsgeophysical1d inversion2d inversionparametersinstrumentationsafetyenvironmental issuesenvironmental impactsdata acquisitioneast areawest areacomputationsgeomagnetic indicesresistivity-depth sectioninversion resistivity

Geologic and Geophysical Data for Wells Drilled at Raft River Valley, Cassia County, Idaho, in 1977 to 1978 and Data for Wells Drilled Previously

Dec 31, 1978
Size unavailable
Publicly accessible
In order to better define the size of the thermal anomaly in the Raft River Valley, Idaho, the U.S. Geological Survey drilled a series of intermediate-depth (nominal 500-ft depth) wells in 1977 and 1978. This report presents geologic, geophysical, and temperature data for these dr...
Authors
Nathenson, M. et al United States Geological Survey
geothermalraft rivercassia countyidahodrill holeswellstemperature datageophysical datadoi10.3133/ofr20141201open file reportusgsgeiohysicsgeologygeologicdata

Nevada Great Basin Play Fairway Analysis Steptoe Valley

Oct 29, 2015
386.81 MB
Publicly accessible
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...
Authors
Faulds, J. Nevada Bureau of Mines and Geology
geothermalgreat basinsteptoe valleybasinarcmapspreadsheetgeologic mapwell dataseismic reflectionseismic linesgravityshapefile3d modelgeodatabasearcgisgisgeospatial datageologygeophysicsmappfaplay fairway analysisnv great basin

EPRI Report: Enhancing Geothermal Representation in EPRI's US-REGEN Model

Dec 13, 2024
1.86 MB
Publicly accessible
This report examines improvements to the representation of geothermal resources and technologies, including hydrothermal, near-field, and deep enhanced geothermal systems (EGS), in EPRI's US-REGEN capacity expansion model. Using updated datasets from the National Renewable Energy ...
Authors
Molar-Cruz, A. and Johnson, N. National Renewable Energy Laboratory
geothermalenergycapacity expansion modelegshydrothermalus-regenenergy systems modelingcarbon capture and storageccstemperature-based classificationgeothermal cost assumptionsenergy planningrenewable energytechnology assessmentresource disaggregationpower generation modelingreedseprinreltechnical report

CO2 Push-Pull Single Fault Injection Simulations

Sep 21, 2017
24.3 MB
Publicly accessible
ASCII text files containing grid-block name, X-Y-Z location, and multiple parameters from TOUGH2 simulation output of CO2 injection into an idealized single fault representing a dipping normal fault at the Desert Peak geothermal field (readable by GMS). The fault is composed of a ...
Authors
Borgia, A. et al Lawrence Berkeley National Laboratory
geothermalenergyco2 injectionfault characterizationfault imagingseismic imagingegstough2gmsfracturespermeable flow pathspermeability characterizationidentificationcarbon dioxideinjectionproductionfault sensitivityfault systemfracture systemrock propertiesfluid mechanicspressure transientstimulationreservoir

Programs and Code for Geothermal Exploration Artificial Intelligence

Apr 27, 2021
710.72 kB
Publicly accessible
The scripts below are used to run the Geothermal Exploration Artificial Intelligence developed within the "Detection of Potential Geothermal Exploration Sites from Hyperspectral Images via Deep Learning" project. It includes all scripts for pre-processing and processing, including...
Authors
Moraga, J. Colorado School of Mines
geothermalenergycodershell scriptsgeothermal aimachine learningself organizing mapk-meanspythonaiartificial intelligencedeep learningexplorationgeothermal explorationremote sensingblindsite detectionlstland surface temperaturenumpyrastertensorflowk meananomaly detectionlandsat adr lstsbatchslurmshell

Summary of Geothermal Resources in the United States: GEOTHERM Data Set 1983

Apr 29, 1983
5.88 MB
Publicly accessible
The principal task of GEOTHERM is to provide information and research support for the conduct of national geothermal-resource assessments. The principal users of GEOTHERM are those involved with the Geothermal Research Program of the U.S. Geological Survey. These data include a pa...
Authors
Bliss, J. and Rapport, A. United States Geological Survey
geothermdatabasesoftwaregeothermal systemsusgsgeothermal wellswell characteristicshydrologygeochemistrydatabasesgeothermal fluidsreportscannedjournal articlecomputers and geosciencesgeospatial datapotentialgeothermal potentialgeology

Deep Direct-Use Feasibility Study Numerical Modeling and Uncertainty Analysis using iTOUGH2 for West Virginia University

Dec 20, 2019
384.67 MB
Publicly accessible
To reduce the geothermal exploration risk, a feasibility study is performed for a deep direct-use system proposed at the West Virginia University (WVU) Morgantown campus. This study applies numerical simulations to investigate reservoir impedance and thermal production. Because of...
Authors
Garapati, N. et al West Virginia University
geothermalwvutuscaroraitough2lbnlreservoir flow modelpermeabilityfracturematrixuncertainty analysisnumerical modelingmonte carlofirst-order-second-moment uncertainty propagation analysisfeasibilityddudeep direct-usemorgantownreservoir impedancethermal productionresource potentialthermal breakthroughpermeability modelseconomic analysispapergeothermicsgeothermal exploration riskexploration riskmodelingeconomicdirect usewest virginia universitytuscarora sandstoneflow modeluncertaintyanalysissimulationflow

Geologic Framework of Thermal Springs, Black Canyon, Nevada and Arizona

Aug 13, 2014
Size unavailable
Publicly accessible
This report presents the geologic framework critical in understanding spring discharge and the hydrogeology in Black Canyon directly south of Lake Mead below Hoover Dam, Nevada and Arizona. Most of the springs are thermal 2 Geologic Framework of Thermal Springs, Black Canyon, Neva...
Authors
Beard, L. et al United States Geological Survey
geothermalthermal springsblack canyonnevadaarizonahydrogeologygeologymapgeologic mappinggeochronologystructuralstructurecross sectioncross-sectionusgsfaultsfracture zonesrock characteristicshydrogeologicstratigraphy

Laboratory data for characterizing acoustic emissions during differential stress-driven and pore-pressure-driven failure in granite

Sep 20, 2026
Size unavailable
Curated
This dataset contains acoustic-emission (AE), ultrasonic-transmission, permeability, and hydromechanical measurements from triaxial laboratory experiments comparing differential stress-driven and pore-pressure-driven failure in saturated, thermally cracked Barre granite at 80 degr...
Authors
Nakata, N. and Pec, M. Lawrence Berkeley National Laboratory
geothermalenergyaegranitelaboratory experimentpermeabilityfracture networksstressstrainseismic monitoringraw datatraffic lightdifferential stress
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