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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
Curated
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

Subsurface Characterization and Machine Learning Predictions at Brady Hot Springs Results

Oct 20, 2021
6.41 MB
Publicly accessible
Geothermal power plants typically show decreasing heat and power production rates over time. Mitigation strategies include optimizing the management of existing wells increasing or decreasing the fluid flow rates across the wells and drilling new wells at appropriate locations. Th...
Authors
Beckers, K. et al National Renewable Energy Laboratory
geothermalenergymachine learningmlsubsurfacecharacterizationbrady hot springsbhspredictionreservoir modelingtime seriespcaprincipal component analysisreservoir managementreservoirdual-porositystimulationinjection testpdetemperatureflowpressuresimulationsingle-fracturedoubletheat maptensorflowcnnlstmmlphydrothermalopen source reservoirosrnevada

Raw Pressure Data from Observation Wells at Brady's Hot Springs

Mar 13, 2016
5.15 MB
Publicly accessible
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.
Authors
Lim, D. University of Wisconsin
geothermalpressure sensorpressurebrady hot springsobservation wellspumping testspressure datawater pressureread me fileobservation wellporotomobradys geothermal area

PoroTomo: Brady Geothermal Field InSAR Data

Jul 11, 2017
Size unavailable
Publicly accessible
Included are links to compressed InSAR pairs covering Brady Geothermal Field for TerraSAR-X (tracks 53, 91, and 167) and Sentinel-1A data. Pairs from the PoroTomo deployment period and pairs forming a minimum spanning tree according to perpendicular baseline are included for Terr...
Authors
Reinisch, E. University of Wisconsin
geothermalenergyinsarporotomobrady hot springsbrady geothermal fieldnevadaterrasar-xtsxsentinel-1as1aland subsidencebradydigital elevation model

Brady's Geothermal Field List of Sentinel-1A InSAR Images

Nov 03, 2016
5.24 kB
Publicly accessible
List of Sentinel-1A InSAR images acquired between 2014-11-01 and 2016-10-31, and archived at the link below. NOTE: The user must create an account in order to access the data
Authors
Feigl, K. University of Wisconsin
geothermalinsarsynthetic aperture radarbradyporotomobradys hot springssarradarsynthetic aperturesatellitewinsarterrasar-xtandem-xinterferometricwestern north americaimaging

PoroTomo Distributed Temperature Sensing (DTS) Measurements made in Brady Observation Well 56-1

Jan 09, 2019
105.8 MB
Publicly accessible
This submission is a follow-up to Distributed Temperature Sensing (DTS) measurements made in Brady observation well 56-1 during the PoroTomo field experiment conducted in March, 2016. The measurements in this data set were made on August 24, 2018 over an approximately 20 hour per...
Authors
Kratt, C. et al Oregon State University
geothermalenergydtsbradyporotomoctempsfiber opticsilixadistributed temperature sensingwell 56-1matlabdataporoelastic tomographybrady hot springsnevadanvobservation wellsilixa xt

Brady's Geothermal Field Nodal Seismometers Metadata

Mar 28, 2016
279.97 MB
Publicly accessible
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.
Authors
Parker, L. University of Wisconsin
geothermalbrady hot springsnevadametadatanodalseismometersporotomobradys geothermal areaseismicarraymonitoringseismicitygeophysics

Triggered MEQ Events on LBNL Permanent Seismic Array, Brady's EGS, March 2016

Jun 01, 2016
83.98 kB
Publicly accessible
List of triggered events recorded on LBNL's permanent EGS seismic array at Brady's geothermal field. This submission also includes links to the NCEDC EGS Earthquake Catalog Search page and to the metadata for the seismic array installed at Brady's Geothermal Field.
Authors
Robertson, M. University of Wisconsin
geothermalporotomoegsseismic monitoringseismic networkseismicitymicroseismicityinduced seismicitymeqbradybradys geothermal fieldbradys hot springsearthquake catalogearthquakestimulationgeophysicsgeophysicalseismic

Hot Pot: Maps of Project Area, Infrastructure, and Natural Features

Jun 27, 2013
751.34 kB
Curated
This dataset includes a map package containing locations of important geographic features around the Hot Pot Geothermal Project, near Winnemucca, Nevada. The package contains a relief base with maps for outlines of leases, major roads, railroads, rivers, and hot springs. Also incl...
Authors
Lane, M. Oski Energy LLC
geothermalnevadahot potgeologyhot springsmap filearc gis map packagegismap packageshapefilegeographic datainfrastructurerailroadshighwaysstructuresmapspaleozoic

Brady's Geothermal Field DAS Earthquake Data

Mar 21, 2016
4.08 GB
Publicly accessible
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 ...
Authors
Feigl, K. University of Wisconsin
geothermalbrady hot springsporotomoseismicdistributed acoustic sensingearthquakedashorizontalverticalgeophysicsmonitoringseismicityarraypassive sourcenveqinduced seismicityseg-yhdf5

Hot Pot: Field Observations

Jun 28, 2013
61.59 kB
Curated
Map of field observations including depressions, springs, evidence of former springs, travertine terraces and vegetation patterns. Map also contains interpretation of possible spring alignments.
Authors
Lane, M. Oski Energy LLC
geothermalnevadahot potgeologyfield observationsmetadatagismap packagegeospatial data

Hot Pot: Complete Bouguer Gravity Map

Jun 28, 2013
88.7 kB
Curated
Contoured Bouguer gravity survey with lease block outline in 2010 and location of hot springs.
Authors
Lane, M. Oski Energy LLC
geothermalnevadahot potgeophysicsgravity surveymetadatabouger anomalygravity mapmap packagegisgeospatial data

GeoRePORT Case Studies Coso, WSMR, Dixie Valley, and Chena Hot Springs

Sep 30, 2019
8.09 MB
Curated
The Geothermal Resource Portfolio Optimization and Reporting Technique (GeoRePORT) was developed with funding from the U.S. Department of Energy Geothermal Technologies Office to assist in identifying and pursuing long-term investment strategies through the development of a resour...
Authors
Kolker, A. et al National Renewable Energy Laboratory
geothermalenergysociotechnosocialtechnicaleconomicassessmentanalysisresourcegeoreportfeasibilitycase studycase studiesreportingprotocoldixie valleycosochenawsmrwhite sands missile rangegradeexplorationproject readinessportfolio optimizationreporting toolworksheetinput

Brady Geothermal 1D Seismic Velocity Model

Feb 17, 2015
90.17 kB
Publicly accessible
This submission contains an ASCII text file of seismic velocities derived from ambient noise cross-correlation used to create a model of seismic velocity as a 1-D function of depth in addition to a quarterly report describing the creation and use of the model. Model uses 28 Green'...
Authors
Matzel, E. Lawrence Livermore National Laboratory
geothermalseismic velocity modelinsarambient noisebrady geothermal seismic modelseismicseismic velocity1d

Play Fairway Analysis Retrospective GeoRePORTs

Dec 01, 2020
28.78 MB
Publicly accessible
NREL, as part of the Play Fairway Analysis (PFA) Retrospective and with assistance from PFA PIs, completed GeoRePORTs for the sites identified in Phases 1&2 of the DOE PFA projects. The GeoRePORT (geothermal resource portfolio optimization and reporting technique) uses two factor...
Authors
Kolker, A. et al National Renewable Energy Laboratory
geothermalenergypfageoreportsrpsnake river plainidahoblindresourcecharacterizationwashingtonmshszmsh-nwrvwind river valleymount st. helensshear zonenorthwashington stateplay fairway analysishawaiilanaimauna keaegbeastern great basintwin peaksutahcove fortcrater knollmountain homenevadanevada great basingranite springs valleynorthernsou hillscrescent valleysouthern gabbs valleytularosa basinnew mexicoadf-sw/nasaadfaerospace data facilityfort blissmcgregor rangewsmrwhite sands missile rangemount bakercamas prairiepermeabilitydrillinglogisticsmarkettransmissionland access

Bradys Hot Springs Geothermal Area Build FEM Configuration

Jul 01, 2015
32.27 MB
Publicly accessible
This submission contains mesh information, nodal coordinates, connectivity data, and list of query points for the build FEM configuration.
Authors
Ali, T. University of Wisconsin
geothermalfemmeshnodal coordinatesrotated coordinatesconfigurationconnectivitygeologic database

Simulations of Brady's-Type Fault Undergoing CO2 Push-Pull: Pressure-Transient and Sensitivity Analysis

Mar 09, 2018
9.74 MB
Publicly accessible
Input and output files used for fault characterization through numerical simulation using iTOUGH2. The synthetic data for the push period are generated by running a forward simulation (input parameters are provided in iTOUGH2 Brady GF6 Input Parameters.txt [InvExt6i.txt]). In gene...
Authors
Jung, Y. and Doughty, C. Lawrence Berkeley National Laboratory
geothermalenergyegsco2carbon dioxidepush-pullpressure-transient testingitough2sensitivity analysisinverse modelingparameter estimationinconpesttough2fault modelinggf6bradyfaultingfaultfracturecharacterizationstimulation

Utah FORGE: Leapfrog 3D Geologic Movie

May 18, 2018
Size unavailable
Publicly accessible
This is a 3D geological movie of the Utah FORGE area created with Leapfrog Geothermal 3D modelling software. The movie shows the Utah FORGE site, wells, seismic and lithologic cross-sections, and rock unit tops. This illustrates the thick crystalline granitoid EGS reservoir.
Authors
Podgorney, R. Energy and Geoscience Institute at the University of Utah
geothermalenergy3d geologyutah forgeutahroosevelt hot springsgeologic movieleapfrog movieforgeegsmodelgeologicleapfrogwellsseismiccross sectionformation topsgeologystructuralmodeling3dmoviemilfordreservoirgranitoidcrystalline

Value of Information References

Dec 12, 2014
8.16 kB
Curated
This file contains a list of relevant references on value of information (VOI) in RIS format. VOI provides a quantitative analysis to evaluate the outcome of the combined technologies (seismology, hydrology, geodesy) used to monitor Brady's Geothermal Field.
Authors
Morency, C. Lawrence Livermore National Laboratory
geothermalvalue of informationseismologyhydrologygeodesyvoirisbradybradys geothermal fieldresourcesreferencesclay cap

Brady 1D Seismic Velocity Model Ambient Noise Prelim

Oct 25, 2013
0.97 kB
Publicly accessible
Preliminary 1D seismic velocity model derived from ambient noise correlation. 28 Green's functions filtered between 4-10 Hz for Vp, Vs, and Qs were calculated. 1D model estimated for each path. The final model is a median of the individual models. Resolution is best for the top 1 ...
Authors
J., R. Lawrence Livermore National Laboratory
seismicvelocity modelbradysseismic velocitygeothermalnevada

Poroelastic References

Dec 12, 2014
8.27 kB
Publicly accessible
This file contains a list of relevant references on the Biot theory (forward and inverse approaches), the double-porosity and dual-permeability theory, and seismic wave propagation in fracture porous media, in RIS format, to approach seismic monitoring in a complex fractured porou...
Authors
Morency, C. Lawrence Livermore National Laboratory
geothermalbiot theorydouble porositydual permeabilityfracturebiotrisdouble-porositydual-permeabilityseismic wave propagationporousfracture porous mediaseismic monitoringbrady

Snake River Plain Geothermal Play Fairway Analysis Project MT Data

May 06, 2018
12.02 MB
Publicly accessible
MT is measured in the field by using induction coils to measure the time-varying magnetic source for frequencies between 1000-0.001~Hz, and electric dipoles to measure the Earth's electrical response. Because the magnetic source field is polarized, orthogonal directions of the f...
Authors
Peacock, J. et al United States Geological Survey
geothermalenergysnake river plainpfaplay fairway analysisidahocamasprairiemagnetotelluricsmtdataresistivityconductivityelectricalgeophysicsgeophysicalsrp

Utah FORGE: High-Resolution DAS Microseismic Data from Well 78-32

Oct 20, 2019
7.42 MB
Publicly accessible
This regards a high-resolution DAS microseismic dataset produced by Silixa from Utah FORGE Phase 2C seismic monitoring well 78-32 during stimulation testing of well 58-32. It is a very large dataset and as such it is currently not directly available on GDR. However, it is availabl...
Authors
Martin, T. and Nash, G. Energy and Geoscience Institute at the University of Utah
geothermalenergyutah forgeforgeutah geothermalmicroseismic datasilixa microseismic datawell 78-32 microseismic datawell 58-32 stimulation seismicityforge phase 2csilixawell 58-32well 78-32utahmilfordroosevelt hot springssegyseg-ydasdistributed acoustic sensingdxsmicroseismicitydasvmonitoringwell locationwell datadtsdistributed temperature sensingprocessed datageophysicsstimulationraw data

Utah FORGE: Seismic Velocity Models, February 2021

Feb 28, 2021
10.92 MB
Publicly accessible
This dataset contains a map, showing the Utah FORGE seismic stations, and seismic velocity model data. There are 61 1-D velocity models which are in a compressed TAR file. A paper is referenced at the end of this description which discusses the use of these data in 3D modelling. T...
Authors
Pankow, K. Energy and Geoscience Institute at the University of Utah
geothermalenergyseismic data1d seismic velocityseismic velocityutah forgeforgeutah geothermalvelocity modelsseismicvelocityspacspatial auto-correlationpseudo-3dgeophonebayesian monte carlo inversionmodelingmodeldistributed acoustic sensinggeospatial datasedimentary basinwaveform inversionseismic noisegeophysicstaregsroosevelt hot springsutahmilford

Geologic Map, Granite Springs Valley, Nevada Play Fairway Analysis

Sep 14, 2017
1.56 GB
Publicly accessible
Geologic map associated with the Nevada Play Fairway project. Includes Sinter and Tufa location, slip and dilation tendency, Quaternary faults, and LiDAR.
Authors
Faulds, J. Nevada Bureau of Mines and Geology
geothermalgranite springs valleylidarslip and dilationtendancyfaultingfaultssintertufageologymapgeologicnevadapfanvmap packagearcgisgeospatial datagisslipdilationquaternarynv great basin
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