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From Fluid Flow to Coupled Processes in Fractured Rock: Recent Advances and New Frontiers

Journal Article · · Reviews of Geophysics (1985)
DOI:https://doi.org/10.1029/2021RG000744· OSTI ID:1846225
 [1];  [2];  [3];  [4];  [3];  [1];  [1];  [5];  [6];  [7];  [8]
  1. Computational Earth Science Los Alamos National Laboratory Los Alamos NM USA
  2. Department of Earth, Environmental, and Planetary Science Rice University Houston TX USA, Energy Geosciences Division Lawrence Berkeley National Laboratory Berkeley CA USA
  3. Energy Geosciences Division Lawrence Berkeley National Laboratory Berkeley CA USA
  4. Earth System Observations Los Alamos National Laboratory Los Alamos NM USA
  5. Department of Physics and Astronomy Purdue University West Lafayette IN USA, Department of Earth, Atmospheric and Planetary Sciences Purdue University West Lafayette IN USA, Lyles School of Civil Engineering Purdue University West Lafayette IN USA
  6. Department of Environmental Health and Engineering Johns‐Hopkins University Baltimore MD USA
  7. Physics Division Los Alamos National Laboratory Los Alamos NM USA
  8. Department of Energy Resources Engineering Stanford University Stanford CA USA

Abstract

Quantitative predictions of natural and induced phenomena in fractured rock is one of the great challenges in the Earth and Energy Sciences with far‐reaching economic and environmental impacts. Fractures occupy a very small volume of a subsurface formation but often dominate fluid flow, solute transport and mechanical deformation behavior. They play a central role in CO 2 sequestration, nuclear waste disposal, hydrogen storage, geothermal energy production, nuclear nonproliferation, and hydrocarbon extraction. These applications require predictions of fracture‐dependent quantities of interest such as CO 2 leakage rate, hydrocarbon production, radionuclide plume migration, and seismicity; to be useful, these predictions must account for uncertainty inherent in subsurface systems. Here, we review recent advances in fractured rock research covering field‐ and laboratory‐scale experimentation, numerical simulations, and uncertainty quantification. We discuss how these have greatly improved the fundamental understanding of fractures and one's ability to predict flow and transport in fractured systems. Dedicated field sites provide quantitative measurements of fracture flow that can be used to identify dominant coupled processes and to validate models. Laboratory‐scale experiments fill critical knowledge gaps by providing direct observations and measurements of fracture geometry and flow under controlled conditions that cannot be obtained in the field. Physics‐based simulation of flow and transport provide a bridge in understanding between controlled simple laboratory experiments and the massively complex field‐scale fracture systems. Finally, we review the use of machine learning‐based emulators to rapidly investigate different fracture property scenarios and accelerate physics‐based models by orders of magnitude to enable uncertainty quantification and near real‐time analysis.

Sponsoring Organization:
USDOE
Grant/Contract Number:
AC02-05CH11231
OSTI ID:
1846225
Alternate ID(s):
OSTI ID: 1859818
OSTI ID: 1864853
OSTI ID: 1865023
OSTI ID: 1925184
Journal Information:
Reviews of Geophysics (1985), Journal Name: Reviews of Geophysics (1985) Journal Issue: 1 Vol. 60; ISSN 8755-1209
Publisher:
American Geophysical Union (AGU)Copyright Statement
Country of Publication:
United States
Language:
English

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Spatial Mapping of Fracture Aperture Changes With Shear Displacement Using X‐ray Computerized Tomography journal July 2019
Rapid Mineral Precipitation During Shear Fracturing of Carbonate‐Rich Shales journal June 2020
Experimental Investigation of Natural Fracture Stiffness and Flow Properties in a Faulted CO 2 Bypass System (Utah, USA) journal July 2020
Stress‐Induced Anomalous Transport in Natural Fracture Networks journal May 2019
Matrix Diffusion in Fractured Media: New Insights Into Power Law Scaling of Breakthrough Curves journal December 2019
Complexity of Fault Rupture and Fluid Leakage in Shale: Insights From a Controlled Fault Activation Experiment journal February 2020
Permeability of Three‐Dimensional Numerically Grown Geomechanical Discrete Fracture Networks With Evolving Geometry and Mechanical Apertures journal April 2020
The Role of Chemistry in Fracture Pattern Development and Opportunities to Advance Interpretations of Geological Materials journal July 2019
Multilevel Monte Carlo Predictions of First Passage Times in Three‐Dimensional Discrete Fracture Networks: A Graph‐Based Approach journal June 2020
Physics‐Informed Deep Neural Networks for Learning Parameters and Constitutive Relationships in Subsurface Flow Problems journal May 2020
Accelerated Multilevel Monte Carlo With Kernel‐Based Smoothing and Latinized Stratification journal August 2020
Coupled Time‐Lapse Full‐Waveform Inversion for Subsurface Flow Problems Using Intrusive Automatic Differentiation journal August 2020
Homogenization of Dissolution and Enhanced Precipitation Induced by Bubbles in Multiphase Flow Systems journal April 2020
Fused Filament Fabrication 3‐D Printing of Reactive Porous Media journal May 2020
How Equivalent Are Equivalent Porous Media? journal May 2021
Hydraulic Transport Through Calcite Bearing Faults With Customized Roughness: Effects of Normal and Shear Loading journal August 2020
Experimental Investigation of Hydraulic Fracturing and Stress Sensitivity of Fracture Permeability Under Changing Polyaxial Stress Conditions journal December 2020
Distributed Acoustic Sensing as a Distributed Hydraulic Sensor in Fractured Bedrock journal August 2020
Using a Deep Neural Network and Transfer Learning to Bridge Scales for Seismic Phase Picking journal August 2020
Stress Effects on Flow and Transport in Three‐Dimensional Fracture Networks journal August 2020
Creation of a Mixed‐Mode Fracture Network at Mesoscale Through Hydraulic Fracturing and Shear Stimulation journal December 2020
Measuring Fracture Flow Changes in a Bedrock Aquifer Due to Open Hole and Pumped Conditions Using Active Distributed Temperature Sensing journal October 2020
Inference of Transmissivity in Crystalline Rock Using Flow Logs Under Steady‐State Pumping: Impact of Multiscale Heterogeneity journal August 2020
Flow Channeling in Fracture Networks: Characterizing the Effect of Density on Preferential Flow Path Formation journal August 2020
Seismic Diffusivity and the Influence of Heterogeneity on Injection‐Induced Seismicity journal May 2021
Monitoring Fracture Saturation With Internal Seismic Sources and Twin Neural Networks journal February 2022
Evaluation of Flow‐Log Data From Crystalline Rocks With Steady‐State Pumping and Ambient Flow journal May 2021
Euclidean and fractal models for the description of rock surface roughness journal January 1991
Coupled hydromechanical-thermochemical processes in rock fractures journal January 1991
Numerical calculation of equivalent grid block permeability tensors for heterogeneous porous media journal May 1991
Nondestructive measurements of fracture aperture in crystalline rock cores using X ray computed tomography journal February 1993
A numerical dual-porosity model with semianalytical treatment of fracture/matrix flow journal July 1993
Scaling invariance of crack surfaces journal April 1995
Fractal geometry characterization of geothermal reservoir fracture networks journal January 1995
Early Development of Karst Systems: 2. Turbulent Flow journal January 1995
Application of Fractal Geometry to the Study of Networks of Fractures and Their Pressure Transient journal March 1995
Connectivity of random fault networks following a power law fault length distribution journal July 1997
Volumetric imaging of aperture distributions in connected fracture networks journal September 1997
Flow channeling in heterogeneous fractured rocks journal May 1998
Influence of aperture variability on dissolutional growth of fissures in Karst Formations journal November 1998
Mechanics of discontinuous faults journal August 1980
Nucleation and growth of strike slip faults in granite journal January 1983
Closure of random elastic surfaces in contact journal June 1985
Transmission of seismic waves across single natural fractures journal January 1990
Validity of Cubic Law for fluid flow in a deformable rock fracture journal December 1980
Streamline routing through fracture junctions journal November 1986
Contaminant transport in fractured porous media: Analytical solution for a single fracture journal June 1981
Porous media equivalents for networks of discontinuous fractures journal June 1982
Contaminant transport in fractured porous media: Analytical solutions for a system of parallel fractures journal December 1982
Three-Dimensional Solutions for Solute Transport in an Infinite Medium With Mobile and Immobile Zones journal July 1986
Flow and tracer transport in fractured media: A variable aperture channel model and its properties journal December 1988
Application of the discrete fracture network concept with field data: Possibilities of model calibration and validation journal March 1989
Modeling fracture flow with a stochastic discrete fracture network: calibration and validation: 1. The flow model journal March 1990
Approaching a universal scaling relationship between fracture stiffness and fluid flow journal February 2016
Deep creep as a cause for the excess seismicity along the San Jacinto fault journal November 2009
Machine learning applications in genetics and genomics journal May 2015
Physics-based forecasting of man-made earthquake hazards in Oklahoma and Kansas journal September 2018
Probing complex geophysical geometries with chattering dust journal October 2020
The hydrogen solution? journal August 2020
Iron-oxidizer hotspots formed by intermittent oxic–anoxic fluid mixing in fractured rocks journal January 2020
Machine learning for molecular and materials science journal July 2018
Quantifying Topological Uncertainty in Fractured Systems using Graph Theory and Machine Learning journal August 2018
Mineral Fabric as a Hidden Variable in Fracture Formation in Layered Media journal February 2020
Machine learning-based prediction of COVID-19 diagnosis based on symptoms journal January 2021
X-ray computed tomography journal February 2021
Experimental investigation of the hydraulic and heat-transfer properties of artificially fractured granite journal January 2017
Studying key processes related to CO 2 underground storage at the pore scale using high pressure micromodels journal January 2020
Geo-material microfluidics at reservoir conditions for subsurface energy resource applications journal January 2015
Gauss-Newton and full Newton methods in frequency-space seismic waveform inversion journal May 1998
Permeability of a Single Fracture; Validity of the Reynolds Equation journal March 1995
Short- and Long-Term Observations of Fracture Permeability in Granite by Flow-Through Tests and Comparative Observation by X-Ray CT journal September 2021
Uncertain Future of Hydrogeology journal January 2008
A Model for the Mechanics of Jointed Rock journal May 1968
Automatic, digital system for profiling rough surfaces journal February 1985
Laboratory earthquake forecasting: A machine learning competition journal January 2021
A mixed hybrid Mortar method for solving flow in discrete fracture networks journal October 2010
Comparison of streamtube and three-dimensional models of reactive transport in heterogeneous media journal January 2004
Influence of wall roughness on the geometrical, mechanical and transport properties of single fractures journal October 2009
Estimating perturbed stress from 3-D borehole displacements induced by fluid injection in fractured or faulted shales journal March 2020
Investigating the use of 3-D full-waveform inversion to characterize the host rock at a geological disposal site journal September 2018
Understanding hydraulic fracturing: a multi-scale problem
  • Hyman, J. D.; Jiménez-Martínez, J.; Viswanathan, H. S.
  • Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, Vol. 374, Issue 2078 https://doi.org/10.1098/rsta.2015.0426
journal October 2016
Characterizing pore-scale structure-flow correlations in sedimentary rocks using magnetic resonance imaging journal February 2021
Three-Dimensional Vortex-Induced Reaction Hot Spots at Flow Intersections journal April 2020
Transient flow modeling in fractured media using graphs journal November 2020
Graph-based flow modeling approach adapted to multiscale discrete-fracture-network models journal November 2020
Permeability of three-dimensional fracture networks journal April 1998
Macroscopic permeability of three-dimensional fracture networks with power-law size distribution journal June 2004
Effective permeability of fractured porous media with power-law distribution of fracture sizes journal September 2007
Predictions of first passage times in sparse discrete fracture networks using graph-based reductions journal July 2017
Modeling flow and transport in fracture networks using graphs journal March 2018
Characterizing the impact of particle behavior at fracture intersections in three-dimensional discrete fracture networks journal January 2019
Emergence of Stable Laws for First Passage Times in Three-Dimensional Random Fracture Networks journal December 2019
Anomalous Transport in Random Fracture Networks journal November 1997
A deformation rig for synchrotron microtomography studies of geomaterials under conditions down to 10 km depth in the Earth journal June 2016
A Survey of Data Mining and Machine Learning Methods for Cyber Security Intrusion Detection journal July 2016
Machine Learning for the Geosciences: Challenges and Opportunities journal August 2019
Deep learning assisted well log inversion for fracture identification journal December 2020
Permeability changes in simulated granite faults during and after frictional sliding journal August 2014
Laboratory-scale study of field of view and the seismic interpretation of fracture specific stiffness journal March 2009
Introduction to Hydromechanical Well Tests in Fractured Rock Aquifers journal January 2009
Multiphase Flow in Highly Fractured Shale Gas Reservoirs: Review of Fundamental Concepts for Numerical Simulation journal May 2020
Plane wave solution for elastic wave scattering by a heterogeneous fracture journal June 2004
Elastic wave behavior across linear slip interfaces journal November 1980
Injection-Induced Earthquakes journal July 2013
Sharp increase in central Oklahoma seismicity since 2008 induced by massive wastewater injection journal July 2014
Seismicity triggered by fluid injection-induced aseismic slip journal June 2015
High-rate injection is associated with the increase in U.S. mid-continent seismicity journal June 2015
Surface uplift and time-dependent seismic hazard due to fluid injection in eastern Texas journal September 2016
Machine learning for data-driven discovery in solid Earth geoscience journal March 2019
Fluid flow along potentially active faults in crystalline rock journal January 1995
Fault zone architecture and permeability structure journal January 1996
Paleo-fluid flow and deformation in the Aztec Sandstone at the Valley of Fire, Nevada—Evidence for the coupling of hydrogeologic, diagenetic, and tectonic processes journal January 2004
Evolution of fault-surface roughness with slip journal January 2007
Estimating surface roughness of terrestrial laser scan data using orthogonal distance regression journal July 2011
Constraints from fault roughness on the scale-dependent strength of rocks journal November 2015
Three-dimensional measurement of fractures in heterogeneous materials using high-resolution X-ray computed tomography journal October 2010
A calibration-free approach for measuring fracture aperture distributions using X-ray computed tomography journal February 2016
Flow Simulation in Three-Dimensional Discrete Fracture Networks journal January 2009
A Generalized Mixed Hybrid Mortar Method for Solving Flow in Stochastic Discrete Fracture Networks journal January 2012
A PDE-Constrained Optimization Formulation for Discrete Fracture Network Flows journal January 2013
Conforming Delaunay Triangulation of Stochastically Generated Three Dimensional Discrete Fracture Networks: A Feature Rejection Algorithm for Meshing Strategy journal January 2014
Impact of Data Assimilation on Cost-Accuracy Tradeoff in Multifidelity Models journal January 2015
Robust Discretization of Flow in Fractured Porous Media journal January 2018
Identifying Backbones in Three-Dimensional Discrete Fracture Networks: A Bipartite Graph-Based Approach journal January 2018
Resource-Constrained Model Selection for Uncertainty Propagation and Data Assimilation journal January 2020
A Probabilistic Clustering Approach for Identifying Primary Subnetworks of Discrete Fracture Networks with Quantified Uncertainty journal January 2020
Top-seal leakage through faults and fractures: the role of mudrock properties journal January 1999
Data-driven surrogates for rapid simulation and optimization of WAG injection in fractured carbonate reservoirs journal December 2016
Predicting personality with social media
  • Golbeck, Jennifer; Robles, Cristina; Turner, Karen
  • Proceedings of the 2011 annual conference extended abstracts on Human factors in computing systems - CHI EA '11 https://doi.org/10.1145/1979742.1979614
conference January 2011
Induced Seismicity journal May 2018
Permeability Evolution of an Intact Marble Core during Shearing under High Fluid Pressure journal January 2021
A strategy for nonlinear elastic inversion of seismic reflection data journal October 1986
Seismic waveform inversion in the frequency domain, Part 1: Theory and verification in a physical scale model journal May 1999
Continuous active-source seismic monitoring of C O2 injection in a brine aquifer journal September 2007
The compliance of macrofractures journal September 2007
The effect of fabric‐controlled layering on compressional and shear wave propagation in carbonate rock conference December 2008
An overview of full-waveform inversion in exploration geophysics journal November 2009
High-resolution quantitative seismic imaging of a strike-slip fault with small vertical offset in clay rocks from underground galleries: Experimental platform of Tournemire, France journal January 2014
The effect of surface roughness and mixed-mode loading on the stiffness ratio κx/κz for fractures journal September 2014
Multicomponent distributed acoustic sensing: Concept and theory journal March 2018
Microseismic monitoring using a fibre-optic Distributed Acoustic Sensor (DAS) array journal March 2020
Modeling the seismic response of individual hydraulic fracturing stages observed in a time-lapse distributed acoustic sensing vertical seismic profiling survey journal April 2020
Modeling and interpretation of scattered waves in interstage distributed acoustic sensing vertical seismic profiling survey journal March 2021
Hydraulic-fracture geometry characterization using low-frequency DAS signal journal December 2017
An Introduction to Distributed Optical Fibre Sensors book May 2017
From outcrop to flow simulation: Constructing discrete fracture models from a LIDAR survey journal November 2011
Machine learning using intrinsic genomic signatures for rapid classification of novel pathogens: COVID-19 case study journal April 2020
Study of phased array techniques for concrete inspection journal January 2006
Results of the colloid and radionuclide retention experiment (CRR) at the Grimsel Test Site (GTS), Switzerland – impact of reaction kinetics and speciation on radionuclide migration journal January 2004
Hydraulic Fracturing Test Site (HFTS) – Project Overview and Summary of Results conference January 2018
Fiber Optic Strain Monitoring of Hydraulic Stimulation: Geomechanical Modeling and Sensitivity Analysis conference January 2020
Permeability tensor for discontinuous rock masses journal December 1985
Traffic Light Systems: To What Extent Can Induced Seismicity Be Controlled? journal March 2019
Electromagnetic Imaging Offers First Look at the Propped Rock journal March 2016
Comparison of Chemical-Component Transport in Naturally Fractured Reservoirs Using Dual-Porosity and Multiple-Interacting-Continua Models journal February 2020
An Efficient Discrete-Fracture Model Applicable for General-Purpose Reservoir Simulators journal June 2004
Colloid Movement in Unsaturated Porous Media: Recent Advances and Future Directions journal May 2004
Uncertainty in Prediction of Radionuclide Gas Migration from Underground Nuclear Explosions journal January 2014
Resolving Time-dependent Evolution of Pore-Scale Structure, Permeability and Reactivity using X-ray Microtomography journal January 2015
PFLOTRAN User Manual: A Massively Parallel Reactive Flow and Transport Model for Describing Surface and Subsurface Processes report January 2015
Controlling Subsurface Fractures and Fluid Flow: A Basic Research Agenda report May 2015
Geochemical self-organization I; reaction-transport feedbacks and modeling approach journal December 1987
The Sealing Mechanisms of a Fracture in Opalinus Clay as Revealed by in situ Synchrotron X-Ray Micro-Tomography journal June 2020
Topological impact of constrained fracture growth journal September 2015
A Discrete Fracture Network Model With Stress-Driven Nucleation: Impact on Clustering, Connectivity, and Topology journal January 2020
Generalized Polynomial Chaos Expansion for Fast and Accurate Uncertainty Quantification in Geomechanical Modelling journal June 2020
Surrogate Models for Estimating Failure in Brittle and Quasi-Brittle Materials journal July 2019
A New Modeling Framework for Multi-Scale Simulation of Hydraulic Fracturing and Production from Unconventional Reservoirs journal January 2021
Mineral Precipitation in Fractures and Nanopores within Shale Imaged Using Time-Lapse X-ray Tomography journal August 2019
Full waveform inversion – the state of the art journal October 2013
Visualization and Quantification of Solute Diffusivity in Cracked Concrete by X-Ray CT conference July 2014

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