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Rare Earth Element Concentrations in Submarine Hydrothermal Fluids

Oct 27, 2017
2.13 MB
Publicly accessible
Rare earth element concentrations in submarine hydrothermal fluids from Alarcon Rise, East Pacific Rise, REE concentrations in submarine hydrothermal fluids from Pescadero Basin, Gulf of California, and the Cleft vent field, southern Juan de Fuca Ridge. Data are not corrected to z...
Authors
Fowler, A. and Zierenberg, R. University of California
hydrothermalrare earth elementssubmarineoffshorereegeothermaldataaasgaqueous chemistryventcontent modelngdsusginfluid chemistrygeochemistryaqueousmineral recoverypescadero basingulf of californiacleft ventjuan de fuca ridgealarcon riseeast pacific rise

Google Earth Locations of USA and Seafloor Hydrothermal Vents with Associated Rare Earth Element Data

Feb 10, 2016
10.61 kB
Publicly accessible
Google Earth .kmz files that contain the locations of geothermal wells and thermal springs in the USA, and seafloor hydrothermal vents that have associated rare earth element data. The file does not contain the actual data, the actual data is available through the GDR website in t...
Authors
Fowler, A. University of California
geothermalreeseafloorusahydrothermallocationsgoogle earthrare earth elementshydrothermal ventthermal springsgeothermal springsrare earth elementfluidmormid ocean ridgegeospatialgeospatial data

Validation of Innovative Exploration Technologies for Newberry Volcano: Drill Site Location Map

Jan 01, 2012
1.82 MB
Publicly accessible
Newberry seeks to explore "blind" (no surface evidence) convective hydrothermal systems associated with a young silicic pluton on the flanks of Newberry Volcano. This project will employ a combination of innovative and conventional techniques to identify the location of subsurface...
Authors
Jaffe, T. Davenport Newberry Holdings, LLC
geothermalnewberryhydrothermalegsblind hydrothermal systemnewberry volcanooregoninnovative exploration technologiesdrill site mapenhanced geothermal systemsmapwelllocationwell locationdrillplutonsilicicvolcanocalderaietexplorationdrillingtopotopography

Geothermal Water Use: Life Cycle Water Consumption, Water Resource Assessment, and Water Policy Framework

Jun 10, 2014
2.84 MB
Publicly accessible
This report examines life cycle water consumption for various geothermal technologies to better understand factors that affect water consumption across the life cycle (e.g., power plant cooling, belowground fluid losses) and to assess the potential water challenges that future geo...
Authors
Schroeder, J. et al Argonne National Laboratory
geothermalpoweregswaterpolicyhydrothermalbinaryflashwater resource assessmentgetemlife cycle assessmentwater resourcewater consumptionegs flash

Machine Learning to Identify Geologic Factors Associated with Production in Geothermal Fields: A Case-Study Using 3D Geologic Data from Brady Geothermal Field and NMFk

Oct 01, 2021
5.68 MB
Publicly accessible
In this paper, we present an analysis using unsupervised machine learning (ML) to identify the key geologic factors that contribute to the geothermal production in Brady geothermal field. Brady is a hydrothermal system in northwestern Nevada that supports both electricity producti...
Authors
Siler, D. et al United States Geological Survey
geothermalenergynmfkbrady hot springsmachine learningmlbhsnonnegative matrix factorization k-meanshydrothermalbradyk-meansclusteringnonnegative matrix factorizationmatrix factorizationgeothermalcloudsmarttensorsunsupervised3d well data3d geologic mapgeologic structurefaultsstressgeologycharacterizationgeologic modelproductioncode

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