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Title: Play fairway analysis of geothermal resources across the state of Hawaii: 2. Resource probability mapping

Journal Article · · Geothermics
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  1. Univ. of Hawaii at Manoa, Honolulu, HI (United States)
  2. Univ. of Nevada, Reno, NV (United States)
  3. Hawaii State Dept. of Health, Honolulu, HI (United States)

We develop a new geostatistical method to combine evidence provided by diverse geological data sets and produce maps of geothermal resource probability. The application is to the State of Hawaii, and the data sets include the locations and ages of mapped volcanic centers, gravity and magnetotelluric measurements, groundwater temperature and geochemistry, ground surface deformation, seismicity, water table elevation, and groundwater recharge. Using the basic principles of Bayesian statistics, these data and expert knowledge about the effects and importance of the data are used to compute the probabilities of the primary resource qualities of elevated subsurface heat, reservoir permeability, and reservoir fluid content. The product of these marginal probabilities estimates the joint probability of all three qualities and hence the probability of a successful geothermal prospect at each map point. An analogous set of algorithms is used to quantify the confidence in the probability at each point. Not surprisingly, we find that successful geothermal prospects are most probable on the active volcanoes of Hawaii Island, including the area of Hawaii’s single geothermal energy plant. Probability decreases primarily with shield volcano age, being relatively moderate in select locations on Maui and Lanai, relatively low on Oahu, and minimal on Kauai. Future exploration efforts should consider these results as well as the practical, societal, and economic conditions that influence development viability. Here, the difficulties of interisland power transmission mean that even areas with moderate to low probabilities are worth investigating on islands with population centers.

Research Organization:
Univ. of Hawaii at Manoa, Honolulu, HI (United States)
Sponsoring Organization:
USDOE Office of Energy Efficiency and Renewable Energy (EERE), Renewable Power Office. Geothermal Technologies Office
Grant/Contract Number:
EE0006729; EE6729
OSTI ID:
1897810
Alternate ID(s):
OSTI ID: 1550631; OSTI ID: 1897925
Journal Information:
Geothermics, Vol. 70; ISSN 0375-6505
Publisher:
ElsevierCopyright Statement
Country of Publication:
United States
Language:
English
Citation Metrics:
Cited by: 15 works
Citation information provided by
Web of Science

References (21)

Secondary Hawaiian volcanism formed by flexural arch decompression: SECONDARY HAWAIIAN VOLCANISM journal August 2005
Periodic slow earthquakes on the flank of Kīlauea volcano, Hawaiʻi journal June 2006
Logistic Regression for Geologically Constrained Mapping of Gold Potential, Baguio District, Philippines journal July 2001
Thermal areas on Kilauea and Mauna Loa Volcanoes, Hawaii journal May 1983
Assessment of Exploration Bias in Data-Driven Predictive Models and the Estimation of Undiscovered Resources journal May 2007
Intrusive dike complexes, cumulate cores, and the extrusive growth of Hawaiian volcanoes: EXTRUSIVE GROWTH OF HAWAIIAN VOLCANOES journal July 2013
Propagation of normal faults to the surface in basalt, Koae fault system, Hawaii journal December 2006
Systematic relocation of seismicity on Hawaii Island from 1992 to 2009 using waveform cross correlation and cluster analysis: RELOCATED SEISMICITY ON HAWAII journal May 2013
GIS integration model for geothermal exploration and well siting journal April 2008
Comparison of three expert elicitation methods for logistic regression on predicting the presence of the threatened brush-tailed rock-wallaby Petrogale penicillata journal June 2009
Imaging the crustal magma sources beneath Mauna Loa and Kilauea volcanoes, Hawaii journal January 1997
Introduction to the Special Issue: Mineral prospectivity analysis and quantitative resource estimation journal November 2010
Bayesian network classifiers for mineral potential mapping journal February 2006
Evaluation of the reconnaissance results in geothermal exploration using GIS journal February 2000
Analysis of the favorability for geothermal fluid flow in 3D: Astor Pass geothermal prospect, Great Basin, northwestern Nevada, USA journal March 2016
Ka'ena Volcano--A precursor volcano of the island of O'ahu, Hawai'i journal May 2014
GIS based geothermal potential assessment: A case study from Western Anatolia, Turkey journal January 2010
Disruption of the Mauna Loa Magma System by the 1868 Hawaiian Earthquake: Geochemical Evidence journal January 1987
Data integration and favourability maps for exploring geothermal systems in Sicily, southern Italy journal July 2015
Generic Mapping Tools: Improved Version Released journal November 2013
Developing the geothermal resources map of Iran journal June 2010