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Title: Quantifying shallow subsurface water and heat dynamics using coupled hydrological-thermal-geophysical inversion

Journal Article · · Hydrology and Earth System Sciences (Online)

Improving our ability to estimate the parameters that control water and heat fluxes in the shallow subsurface is particularly important due to their strong control on recharge, evaporation and biogeochemical processes. The objectives of this study are to develop and test a new inversion scheme to simultaneously estimate subsurface hydrological, thermal and petrophysical parameters using hydrological, thermal and electrical resistivity tomography (ERT) data. The inversion scheme – which is based on a nonisothermal, multiphase hydrological model – provides the desired subsurface property estimates in high spatiotemporal resolution. A particularly novel aspect of the inversion scheme is the explicit incorporation of the dependence of the subsurface electrical resistivity on both moisture and temperature. The scheme was applied to synthetic case studies, as well as to real datasets that were autonomously collected at a biogeochemical field study site in Rifle, Colorado. At the Rifle site, the coupled hydrological-thermal-geophysical inversion approach well predicted the matric potential, temperature and apparent resistivity with the Nash–Sutcliffe efficiency criterion greater than 0.92. Synthetic studies found that neglecting the subsurface temperature variability, and its effect on the electrical resistivity in the hydrogeophysical inversion, may lead to an incorrect estimation of the hydrological parameters. The approach is expected to be especially useful for the increasing number of studies that are taking advantage of autonomously collected ERT and soil measurements to explore complex terrestrial system dynamics.

Research Organization:
Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
Sponsoring Organization:
USDOE Office of Science (SC), Biological and Environmental Research (BER)
Grant/Contract Number:
AC02-05CH11231
OSTI ID:
1313253
Alternate ID(s):
OSTI ID: 1377434
Journal Information:
Hydrology and Earth System Sciences (Online), Journal Name: Hydrology and Earth System Sciences (Online) Vol. 20 Journal Issue: 9; ISSN 1607-7938
Publisher:
European Geosciences Union (EGU)Copyright Statement
Country of Publication:
Germany
Language:
English
Citation Metrics:
Cited by: 14 works
Citation information provided by
Web of Science

References (49)

Compensating for temperature variations in time-lapse electrical resistivity difference imaging journal July 2010
The Electrical Resistivity Log as an Aid in Determining Some Reservoir Characteristics journal December 1942
Zonation for 3D aquifer characterization based on joint inversions of multimethod crosshole geophysical data journal November 2010
Hydrogeophysics book May 2005
Effects of soil temperature and moisture on methane uptake and nitrous oxide emissions across three different ecosystem types journal January 2013
Review: Some low-frequency electrical methods for subsurface characterization and monitoring in hydrogeology journal February 2012
Effects of physical and geochemical heterogeneities on mineral transformation and biomass accumulation during biostimulation experiments at Rifle, Colorado journal March 2010
Low temperature dependence of electrical resistivity: Implications for near surface geophysical monitoring journal January 2007
Temperature dependence of the electrical resistivity of water‐saturated rocks journal May 1990
Factorial Sampling Plans for Preliminary Computational Experiments journal May 1991
Assessing the resolution-dependent utility of tomograms for geostatistics: GEOSTATISTICAL UTILITY OF TOMOGRAMS journal April 2004
High-resolution space–time quantification of soil moisture along a hillslope using joint analysis of ground penetrating radar and frequency domain reflectometry data journal April 2015
Saline tracer visualized with three-dimensional electrical resistivity tomography: Field-scale spatial moment analysis: SPATIAL MOMENT ANALYSIS OF ERT journal May 2005
Improving runoff prediction through the assimilation of the ASCAT soil moisture product journal January 2010
Coupled modeling of hydrogeochemical and electrical resistivity data for exploring the impact of recharge on subsurface contamination: COUPLED HYDROGEOCHEMICAL-GEOPHYSICAL MODELING journal February 2011
Imaging and characterisation of subsurface solute transport using electrical resistivity tomography (ERT) and equivalent transport models journal October 2002
A daily soil temperature model based on air temperature and precipitation for continental applications journal January 1993
TOUGH: Model Use, Calibration, and Validation journal January 2012
Three-dimensional modelling and inversion of dc resistivity data incorporating topography - II. Inversion journal August 2006
Three-dimensional stochastic estimation of porosity distribution: Benefits of using ground-penetrating radar velocity tomograms in simulated-annealing-based or Bayesian sequential simulation approaches: 3-D STOCHASTIC ESTIMATION OF POROSITY journal May 2012
An Introduction to Environmental Biophysics book January 1998
Influence of temperature on electrical conductivity on shaly sands journal January 1992
Improved hydrogeophysical characterization using joint inversion of cross-hole electrical resistance and ground-penetrating radar traveltime data: JOINT INVERSION OF CROSS-HOLE ERT AND GPR journal December 2006
Revealing the temporal dynamics of subsurface temperature in a wetland using time-lapse geophysics journal January 2011
An Algorithm for Least-Squares Estimation of Nonlinear Parameters journal June 1963
Hydraulic properties of a model dike from coupled Bayesian and multi-criteria hydrogeophysical inversion journal January 2010
The emergence of hydrogeophysics for improved understanding of subsurface processes over multiple scales: The Emergence of Hydrogeophysics journal June 2015
Hydrogeological characterization of the south oyster bacterial transport site using geophysical data journal October 2001
Effects of spatial variability on the rainfall runoff process in a small loess catchment journal December 1998
Vadose zone flow model parameterisation using cross-borehole radar and resistivity imaging journal October 2002
Soil moisture variability in a temperate deciduous forest: insights from electrical resistivity and throughfall data journal June 2014
Ecohydrology: A hydrologic perspective of climate-soil-vegetation dynamies journal January 2000
Estimation of field-scale soil hydraulic and dielectric parameters through joint inversion of GPR and hydrological data: JOINT INVERSION OF GPR AND HYDROLOGICAL DATA journal November 2005
Influence of hydrological, biogeochemical and temperature transients on subsurface carbon fluxes in a flood plain environment journal February 2016
Quantifying and relating land-surface and subsurface variability in permafrost environments using LiDAR and surface geophysical datasets journal December 2012
Influence of natural time-dependent variations of electrical conductivity on DC resistivity measurements journal January 2004
Hierarchical Bayesian method for mapping biogeochemical hot spots using induced polarization imaging journal January 2016
Making sense of global sensitivity analyses journal April 2014
Remote Estimation of the Hydraulic Properties of a Sand Using Full-Waveform Integrated Hydrogeophysical Inversion of Time-Lapse, Off-Ground GPR Data journal January 2009
Three-dimensional modelling and inversion of dc resistivity data incorporating topography - I. Modelling journal August 2006
Roots exert a strong influence on the temperature sensitivityof soil respiration journal December 1998
Variably saturated flow and multicomponent biogeochemical reactive transport modeling of a uranium bioremediation field experiment journal November 2011
Geophysical imaging and thermal modeling of subsurface morphology and thaw evolution of discontinuous permafrost: GEOPHYSICAL IMAGING OF PERMAFROST journal September 2013
TOUGH2 User's Guide Version 2 report November 1999
iMatTOUGH: An open-source Matlab-based graphical user interface for pre- and post-processing of TOUGH2 and iTOUGH2 models journal April 2016
Joint estimation of soil moisture profile and hydraulic parameters by ground-penetrating radar data assimilation with maximum likelihood ensemble filter journal April 2014
A Closed-form Equation for Predicting the Hydraulic Conductivity of Unsaturated Soils1 journal January 1980
Data-driven approach to identify field-scale biogeochemical transitions using geochemical and geophysical data and hidden Markov models: Development and application at a uranium-contaminated aquifer: HIDDEN MARKOV MODEL AND GEOPHYSICAL DATA journal October 2013
Data-domain correlation approach for joint hydrogeologic inversion of time-lapse hydrogeologic and geophysical data journal November 2009

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