Research article 20 Dec 2019
Research article | 20 Dec 2019
An automated fracture trace detection technique using the complex shearlet transform
Rahul Prabhakaran et al.
Related authors
Rahul Prabhakaran, Giovanni Bertotti, Janos Urai, and David Smeulders
Solid Earth, 12, 2159–2209, https://doi.org/10.5194/se-12-2159-2021, https://doi.org/10.5194/se-12-2159-2021, 2021
Short summary
Short summary
Rock fractures are organized as networks with spatially varying arrangements. Due to networks' influence on bulk rock behaviour, it is important to quantify network spatial variation. We utilize an approach where fracture networks are treated as spatial graphs. By combining graph similarity measures with clustering techniques, spatial clusters within large-scale fracture networks are identified and organized hierarchically. The method is validated on a dataset with nearly 300 000 fractures.
Christopher Weismüller, Rahul Prabhakaran, Martijn Passchier, Janos L. Urai, Giovanni Bertotti, and Klaus Reicherter
Solid Earth, 11, 1773–1802, https://doi.org/10.5194/se-11-1773-2020, https://doi.org/10.5194/se-11-1773-2020, 2020
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We photographed a fractured limestone pavement with a drone to compare manual and automatic fracture tracing and analyze the evolution and spatial variation of the fracture network in high resolution. We show that automated tools can produce results comparable to manual tracing in shorter time but do not yet allow the interpretation of fracture generations. This work pioneers the automatic fracture mapping of a complete outcrop in detail, and the results can be used as fracture benchmark.
Pierre-Olivier Bruna, Julien Straubhaar, Rahul Prabhakaran, Giovanni Bertotti, Kevin Bisdom, Grégoire Mariethoz, and Marco Meda
Solid Earth, 10, 537–559, https://doi.org/10.5194/se-10-537-2019, https://doi.org/10.5194/se-10-537-2019, 2019
Short summary
Short summary
Natural fractures influence fluid flow in subsurface reservoirs. Our research presents a new methodology to predict the arrangement of these fractures in rocks. Contrary to the commonly used statistical models, our approach integrates more geology into the simulation process. The method is simply based on the drawing of images, can be applied to any type of rocks in various geological contexts, and is suited for fracture network prediction in water, geothermal, or hydrocarbon reservoirs.
Rahul Prabhakaran, Giovanni Bertotti, Janos Urai, and David Smeulders
Solid Earth, 12, 2159–2209, https://doi.org/10.5194/se-12-2159-2021, https://doi.org/10.5194/se-12-2159-2021, 2021
Short summary
Short summary
Rock fractures are organized as networks with spatially varying arrangements. Due to networks' influence on bulk rock behaviour, it is important to quantify network spatial variation. We utilize an approach where fracture networks are treated as spatial graphs. By combining graph similarity measures with clustering techniques, spatial clusters within large-scale fracture networks are identified and organized hierarchically. The method is validated on a dataset with nearly 300 000 fractures.
Christopher Weismüller, Rahul Prabhakaran, Martijn Passchier, Janos L. Urai, Giovanni Bertotti, and Klaus Reicherter
Solid Earth, 11, 1773–1802, https://doi.org/10.5194/se-11-1773-2020, https://doi.org/10.5194/se-11-1773-2020, 2020
Short summary
Short summary
We photographed a fractured limestone pavement with a drone to compare manual and automatic fracture tracing and analyze the evolution and spatial variation of the fracture network in high resolution. We show that automated tools can produce results comparable to manual tracing in shorter time but do not yet allow the interpretation of fracture generations. This work pioneers the automatic fracture mapping of a complete outcrop in detail, and the results can be used as fracture benchmark.
Pierre-Olivier Bruna, Julien Straubhaar, Rahul Prabhakaran, Giovanni Bertotti, Kevin Bisdom, Grégoire Mariethoz, and Marco Meda
Solid Earth, 10, 537–559, https://doi.org/10.5194/se-10-537-2019, https://doi.org/10.5194/se-10-537-2019, 2019
Short summary
Short summary
Natural fractures influence fluid flow in subsurface reservoirs. Our research presents a new methodology to predict the arrangement of these fractures in rocks. Contrary to the commonly used statistical models, our approach integrates more geology into the simulation process. The method is simply based on the drawing of images, can be applied to any type of rocks in various geological contexts, and is suited for fracture network prediction in water, geothermal, or hydrocarbon reservoirs.
Related subject area
Subject area: Tectonic plate interactions, magma genesis, and lithosphere deformation at all scales | Editorial team: Structural geology and tectonics, rock physics, experimental deformation | Discipline: Structural geology
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Dating folding beyond folding, from layer-parallel shortening to fold tightening, using mesostructures: lessons from the Apennines, Pyrenees, and Rocky Mountains
Deformation-enhanced diagenesis and bacterial proliferation in the Nankai accretionary prism
Rheological stratification in impure rock salt during long-term creep: morphology, microstructure, and numerical models of multilayer folds in the Ocnele Mari salt mine, Romania
Geodynamic and seismotectonic model of a long-lived transverse structure: The Schio-Vicenza Fault System (NE Italy)
Impact of basement thrust fault on low-angle normal fault and rift basin evolution: a case study in the Enping sag, Pearl River Mouth Basin
Neogene kinematics of the Giudicarie Belt and eastern Southern Alpine orogenic front (northern Italy)
Fault interpretation uncertainties using seismic data, and the effects on fault seal analysis: a case study from the Horda Platform, with implications for CO2 storage
Reply to Norini and Groppelli's comment on “Estimating the depth and evolution of intrusions at resurgent calderas: Los Humeros (Mexico)” by Urbani et al. (2020)
Roughness of Fracture Surfaces in Numerical Models and Laboratory Experiments
Marine forearc structure of eastern Java and its role in the 1994 Java tsunami earthquake
Emplacement of “exotic” Zechstein slivers along the inverted Sontra Graben (northern Hessen, Germany): clues from balanced cross sections and geometrical forward modeling
Kinematics of subduction in the Ibero-Armorican arc constrained by 3D microstructural analysis of garnet and pseudomorphed lawsonite porphyroblasts from Île de Groix (Variscan belt)
Frictional properties and microstructural evolution of dry and wet calcite–dolomite gouges
Experimental evidence that viscous shear zones generate periodic pore sheets
Influence of inherited structural domains and their particular strain distributions on the Roer Valley graben evolution from inversion to extension
The Piuquencillo fault system: a long-lived, Andean-transverse fault system and its relationship with magmatic and hydrothermal activity
Extensional reactivation of the Penninic frontal thrust 3 Myr ago as evidenced by U–Pb dating on calcite in fault zone cataclasite
Distribution, microphysical properties, and tectonic controls of deformation bands in the Miocene subduction wedge (Whakataki Formation) of the Hikurangi subduction zone
Analysis of deformation bands associated with the Trachyte Mesa intrusion, Henry Mountains, Utah: implications for reservoir connectivity and fluid flow around sill intrusions
Characterization of discontinuities in potential reservoir rocks for geothermal applications in the Rhine-Ruhr metropolitan area (Germany)
On a new robust workflow for the statistical and spatial analysis of fracture data collected with scanlines (or the importance of stationarity)
Micro- and nano-porosity of the active Alpine Fault zone, New Zealand
Unraveling the origins and P-T-t evolution of the allochthonous Sobrado unit (Órdenes Complex, NW Spain) using combined U–Pb titanite, monazite and zircon geochronology and rare-earth element (REE) geochemistry
Evidence for the Late Cretaceous Asteroussia event in the Gondwanan Ios basement terranes
Fracture attribute scaling and connectivity in the Devonian Orcadian Basin with implications for geologically equivalent sub-surface fractured reservoirs
Structural control on fluid flow and shallow diagenesis: insights from calcite cementation along deformation bands in porous sandstones
The growth of faults and fracture networks in a mechanically evolving, mechanically stratified rock mass: a case study from Spireslack Surface Coal Mine, Scotland
Relationship between microstructures and resistance in mafic assemblages that deform and transform
Multiphase, decoupled faulting in the southern German Molasse Basin – evidence from 3-D seismic data
Near-surface Palaeocene fluid flow, mineralisation and faulting at Flamborough Head, UK: new field observations and U–Pb calcite dating constraints
Geologic characterization of nonconformities using outcrop and core analogs: hydrologic implications for injection-induced seismicity
Mapping the fracture network in the Lilstock pavement, Bristol Channel, UK: manual versus automatic
Precambrian faulting episodes and insights into the tectonothermal history of north Australia: microstructural evidence and K–Ar, 40Ar–39Ar, and Rb–Sr dating of syntectonic illite from the intracratonic Millungera Basin
Transverse jointing in foreland fold-and-thrust belts: a remote sensing analysis in the eastern Pyrenees
Pre-inversion normal fault geometry controls inversion style and magnitude, Farsund Basin, offshore southern Norway
Uncertainty assessment for 3D geologic modeling of fault zones based on geologic inputs and prior knowledge
Control of pre-existing fabric in fracture formation, reactivation and vein emplacement under variable fluid pressure conditions: an example from Archean greenstone belt, India
Extension and inversion of salt-bearing rift systems
Structure and kinematics of an extensional growth fold, Hadahid Fault System, Suez Rift, Egypt
Throw variations and strain partitioning associated with fault-bend folding along normal faults
Resolved stress analysis, failure mode, and fault-controlled fluid conduits
An active tectonic field for CO2 storage management: the Hontomín onshore case study (Spain)
Evolution of structures and hydrothermal alteration in a Palaeoproterozoic supracrustal belt: Constraining paired deformation–fluid flow events in an Fe and Cu–Au prospective terrain in northern Sweden
Estimating the depth and evolution of intrusions at resurgent calderas: Los Humeros (Mexico)
Abutting faults: a case study of the evolution of strain at Courthouse branch point, Moab Fault, Utah
Fluid-mediated, brittle–ductile deformation at seismogenic depth – Part 2: Stress history and fluid pressure variations in a shear zone in a nuclear waste repository (Olkiluoto Island, Finland)
Fault zone architecture of a large plate-bounding strike-slip fault: a case study from the Alpine Fault, New Zealand
A numerical sensitivity study of how permeability, porosity, geological structure, and hydraulic gradient control the lifetime of a geothermal reservoir
Actors, actions, and uncertainties: optimizing decision-making based on 3-D structural geological models
Rahul Prabhakaran, Giovanni Bertotti, Janos Urai, and David Smeulders
Solid Earth, 12, 2159–2209, https://doi.org/10.5194/se-12-2159-2021, https://doi.org/10.5194/se-12-2159-2021, 2021
Short summary
Short summary
Rock fractures are organized as networks with spatially varying arrangements. Due to networks' influence on bulk rock behaviour, it is important to quantify network spatial variation. We utilize an approach where fracture networks are treated as spatial graphs. By combining graph similarity measures with clustering techniques, spatial clusters within large-scale fracture networks are identified and organized hierarchically. The method is validated on a dataset with nearly 300 000 fractures.
Olivier Lacombe, Nicolas E. Beaudoin, Guilhem Hoareau, Aurélie Labeur, Christophe Pecheyran, and Jean-Paul Callot
Solid Earth, 12, 2145–2157, https://doi.org/10.5194/se-12-2145-2021, https://doi.org/10.5194/se-12-2145-2021, 2021
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This paper aims to illustrate how the timing and duration of contractional deformation associated with folding in orogenic forelands can be constrained by the dating of brittle mesostructures observed in folded strata. The study combines new and already published absolute ages of fractures to provide, for the first time, an educated discussion about the factors controlling the duration of the sequence of deformation encompassing layer-parallel shortening, fold growth, and late fold tightening.
Vincent Famin, Hugues Raimbourg, Muriel Andreani, and Anne-Marie Boullier
Solid Earth, 12, 2067–2085, https://doi.org/10.5194/se-12-2067-2021, https://doi.org/10.5194/se-12-2067-2021, 2021
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Sediments accumulated in accretionary prisms are deformed by the compression imposed by plate subduction. Here we show that deformation of the sediments transforms some minerals in them. We suggest that these mineral transformations are due to the proliferation of microorganisms boosted by deformation. Deformation-enhanced microbial proliferation may change our view of sedimentary and tectonic processes in subduction zones.
Marta Adamuszek, Dan M. Tămaş, Jessica Barabasch, and Janos L. Urai
Solid Earth, 12, 2041–2065, https://doi.org/10.5194/se-12-2041-2021, https://doi.org/10.5194/se-12-2041-2021, 2021
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We analyse folded multilayer sequences in the Ocnele Mari salt mine (Romania) to gain insight into the long-term rheological behaviour of rock salt. Our results indicate the large role of even a small number of impurities in the rock salt for its effective mechanical behaviour. We demonstrate how the development of folds that occur at various scales can be used to constrain the viscosity ratio in the deformed multilayer sequence.
Dario Zampieri, Paola Vannoli, and Pierfrancesco Burrato
Solid Earth, 12, 1967–1986, https://doi.org/10.5194/se-12-1967-2021, https://doi.org/10.5194/se-12-1967-2021, 2021
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The long-lived Schio-Vicenza Fault System is a major shear zone cross-cutting the foreland and the thrust belt of the eastern southern Alps. We review 150 years of scientific works and explain its activity and kinematics, characterized by sinistral and dextral transcurrent motion along its southern and northern sections, respectively, by a geodynamic model that has the Adria indenter as the main actor and coherently reconciles the available geological and geophysical evidence collected so far.
Chao Deng, Rixiang Zhu, Jianhui Han, Yu Shu, Yuxiang Wu, Kefeng Hou, and Wei Long
Solid Earth Discuss., https://doi.org/10.5194/se-2021-92, https://doi.org/10.5194/se-2021-92, 2021
Revised manuscript accepted for SE
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This study uses seismic reflection data to interpret the geometric relationship and evolution of intrabasement and rift-related structures in the Enping sag, the northern South China Sea. Our observations suggest primary control of pre-existing thrust fault on formation of low-angle normal fault, with possible help of low-friction materials, and significant role of pre-existing basement thrust fault on fault geometry, paleotopography and syn-rift stratigraphy of rift basin.
Vincent F. Verwater, Eline Le Breton, Mark R. Handy, Vincenzo Picotti, Azam Jozi Najafabadi, and Christian Haberland
Solid Earth, 12, 1309–1334, https://doi.org/10.5194/se-12-1309-2021, https://doi.org/10.5194/se-12-1309-2021, 2021
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Balancing along geological cross sections reveals that the Giudicarie Belt comprises two kinematic domains. The SW domain accommodated at least ~ 18 km Late Oligocene to Early Miocene shortening. Since the Middle Miocene, the SW domain experienced at least ~ 12–22 km shortening, whereas the NE domain underwent at least ~ 25–35 km. Together, these domains contributed to ~ 40–47 km of sinistral offset of the Periadriatic Fault along the Northern Giudicarie Fault since the Late Oligocene.
Emma A. H. Michie, Mark J. Mulrooney, and Alvar Braathen
Solid Earth, 12, 1259–1286, https://doi.org/10.5194/se-12-1259-2021, https://doi.org/10.5194/se-12-1259-2021, 2021
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Generating an accurate model of the subsurface is crucial when assessing a site for CO2 storage, particularly for a fault-bound storage site that may act as a seal or could reactivate upon CO2 injection. However, we have shown how picking strategy, i.e. line spacing, chosen to create the model significantly influences any subsequent fault analyses but is surprisingly rarely discussed. This analysis has been performed on the Vette Fault bounding the Smeaheia potential CO2 storage site.
Stefano Urbani, Guido Giordano, Federico Lucci, Federico Rossetti, and Gerardo Carrasco-Núñez
Solid Earth, 12, 1111–1124, https://doi.org/10.5194/se-12-1111-2021, https://doi.org/10.5194/se-12-1111-2021, 2021
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Structural studies in active calderas have a key role in the exploration of geothermal systems. We reply in detail to the points raised by the comment of Norini and Groppelli (2020), strengthening the relevance of our structural fieldwork for geothermal exploration and exploitation in active caldera geothermal systems including the Los Humeros caldera.
Steffen Abe and Hagen Deckert
Solid Earth Discuss., https://doi.org/10.5194/se-2021-51, https://doi.org/10.5194/se-2021-51, 2021
Revised manuscript accepted for SE
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We use numerical simulations and laboratory experiments on rock samples to investigate how stress conditions influence the geometry and roughness of fracture surfaces. The roughness of the surfaces was analysed in terms of absolute roughness and scaling properties. The results show that the surfaces are self-affine, but with different scaling properties between the numerical models and the real rock samples. Results suggest that stress conditions have little influence on the surface roughness.
Yueyang Xia, Jacob Geersen, Dirk Klaeschen, Bo Ma, Dietrich Lange, Michael Riedel, Michael Schnabel, and Heidrun Kopp
Solid Earth Discuss., https://doi.org/10.5194/se-2021-61, https://doi.org/10.5194/se-2021-61, 2021
Revised manuscript accepted for SE
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The 2 June 1994 Java tsunami earthquake ruptured in a seismically quiet subduction zone and generated a larger-than-expected tsunami. Here, we re-process a seismic line across the rupture area. We show that a subducting seamount is located up-dip of the mainshock in a region that did not rupture during the earthquake. Seamount subduction modulates the topography of the marine forearc and controls the seismic slip propagation during the earthquake by deflecting the rupture around the seamount.
Jakob Bolz and Jonas Kley
Solid Earth, 12, 1005–1024, https://doi.org/10.5194/se-12-1005-2021, https://doi.org/10.5194/se-12-1005-2021, 2021
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To assess the role smaller graben structures near the southern edge of the Central European Basin System play in the basin’s overall deformational history, we take advantage of a feature found on some of these structures, where slivers from older rock units appear along the graben's main fault, surrounded on both sides by younger strata. The implications for the geometry of the fault provide a substantially improved estimate for the magnitude of normal and thrust motion along the fault system.
Domingo G. A. M. Aerden, Alejandro Ruiz-Fuentes, Mohammad Sayab, and Aidan Forde
Solid Earth, 12, 971–992, https://doi.org/10.5194/se-12-971-2021, https://doi.org/10.5194/se-12-971-2021, 2021
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We studied the geometry of foliations and microfolds preserved within metamorphic garnet crystals using X-ray tomography. The studied rocks are blueschists from Ile de Groix formed during Late Devonian subduction of Gondwana under Armorica. Several sets of differently oriented microfabrics were found recording variations in the direction of subduction. Comparison with similar data for Iberia supports that Iberia rotated only 10–20° during the Cretaceous opening of the North Atlantic.
Matteo Demurtas, Steven A.F. Smith, Elena Spagnuolo, and Giulio Di Toro
Solid Earth, 12, 595–612, https://doi.org/10.5194/se-12-595-2021, https://doi.org/10.5194/se-12-595-2021, 2021
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We performed shear experiments on calcite–dolomite gouge mixtures to better understand the behaviour of carbonates during sub-seismic to seismic deformation in the shallow crust. The development of a foliation in the gouge was only restricted to coseismic sliding, whereas fluidisation occurred over a wide range of slip velocities (sub-seismic to coseismic) in the presence of water. These observations will contribute to a better interpretation of the rock record.
James Gilgannon, Marius Waldvogel, Thomas Poulet, Florian Fusseis, Alfons Berger, Auke Barnhoorn, and Marco Herwegh
Solid Earth, 12, 405–420, https://doi.org/10.5194/se-12-405-2021, https://doi.org/10.5194/se-12-405-2021, 2021
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Using experiments that simulate deep tectonic interfaces, known as viscous shear zones, we found that these zones spontaneously develop periodic sheets of small pores. The presence of porous layers in deep rocks undergoing tectonic deformation is significant because it requires a change to the current model of how the Earth deforms. Emergent porous layers in viscous rocks will focus mineralising fluids and could lead to the seismic failure of rocks that are never supposed to have this occur.
Jef Deckers, Bernd Rombaut, Koen Van Noten, and Kris Vanneste
Solid Earth, 12, 345–361, https://doi.org/10.5194/se-12-345-2021, https://doi.org/10.5194/se-12-345-2021, 2021
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This study shows the presence of two structural domains in the western border fault system of the Roer Valley graben. These domains, dominated by NW–SE-striking faults, displayed distinctly different strain distributions during both Late Cretaceous compression and Cenozoic extension. The southern domain is characterized by narrow, localized faulting, while the northern domain is characterized by wide, distributed faulting. The non-colinear WNW–ESE Grote Brogel fault links both domains.
José Piquer, Orlando Rivera, Gonzalo Yáñez, and Nicolás Oyarzún
Solid Earth, 12, 253–273, https://doi.org/10.5194/se-12-253-2021, https://doi.org/10.5194/se-12-253-2021, 2021
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A proper recognition of deep, long-lived fault systems is very important for society. They can produce potentially dangerous earthquakes. They can also act as pathways for magmas and hydrothermal fluids, leading to the formation of volcanoes, geothermal systems and mineral deposits. However, the manifestations of these very old faults in the present-day surface can be very subtle. Here, we present a detailed, multi-disciplinary study of a fault system of this type in the Andes of central Chile.
Antonin Bilau, Yann Rolland, Stéphane Schwartz, Nicolas Godeau, Abel Guihou, Pierre Deschamps, Benjamin Brigaud, Aurélie Noret, Thierry Dumont, and Cécile Gautheron
Solid Earth, 12, 237–251, https://doi.org/10.5194/se-12-237-2021, https://doi.org/10.5194/se-12-237-2021, 2021
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As a result of the collision between the European and Apulian plates, the Alps have experienced several evolutionary stages. The Penninic frontal thrust (PFT) (major thrust) was associated with compression, and now seismic studies show ongoing extensional activity. Calcite mineralization associated with shortening and extensional structures was sampled. The last deformation stages are dated by U–Pb on calcite at ~ 3.5 and ~ 2.5 Ma. Isotope analysis evidences deep crustal fluid mobilization.
Kathryn E. Elphick, Craig R. Sloss, Klaus Regenauer-Lieb, and Christoph E. Schrank
Solid Earth, 12, 141–170, https://doi.org/10.5194/se-12-141-2021, https://doi.org/10.5194/se-12-141-2021, 2021
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We analysed a sedimentary rock package located in Castlepoint, New Zealand, to test the control of the tectonic setting on the observed deformation structures. In extension and contraction, we observed faults and small fault-like structures characterised by complex spatial patterns and a reduction in porosity and grain size compared with the host rock. With these properties, the structures are likely to act as barriers to fluid flow and cause compartmentalisation of the sedimentary sequence.
Penelope I. R. Wilson, Robert W. Wilson, David J. Sanderson, Ian Jarvis, and Kenneth J. W. McCaffrey
Solid Earth, 12, 95–117, https://doi.org/10.5194/se-12-95-2021, https://doi.org/10.5194/se-12-95-2021, 2021
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Magma accommodation in the shallow crust leads to deformation of the surrounding host rock through the creation of faults, fractures and folds. This deformation will impact fluid flow around intrusive magma bodies (including sills and laccoliths) by changing the porosity and permeability network of the host rock. The results may have important implications for industries where fluid flow within the subsurface adds value (e.g. oil and gas, hydrology, geothermal and carbon sequestration).
Martin Balcewicz, Benedikt Ahrens, Kevin Lippert, and Erik H. Saenger
Solid Earth, 12, 35–58, https://doi.org/10.5194/se-12-35-2021, https://doi.org/10.5194/se-12-35-2021, 2021
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The geothermal potential of a carbonate reservoir in the Rhine-Ruhr area, Germany, was investigated by field and laboratory investigations. The carbonate layer of interest is approx. 150 m thick; located at 4 to 6 km depth; and might extend below Essen, Bochum, and Dortmund. We proposed focusing on discontinuities striking NNW–SSE for geothermal applications, as these are the most common, strike in the direction of the main horizontal stress, and dominate reservoir fluid flow.
Andrea Bistacchi, Silvia Mittempergher, Mattia Martinelli, and Fabrizio Storti
Solid Earth, 11, 2535–2547, https://doi.org/10.5194/se-11-2535-2020, https://doi.org/10.5194/se-11-2535-2020, 2020
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We present an innovative workflow for the statistical analysis of fracture data collected along scanlines. Our methodology is based on performing non-parametric statistical tests, which allow detection of important features of the spatial distribution of fractures, and on the analysis of the cumulative spacing function (CSF) and cumulative spacing derivative (CSD), which allows the boundaries of stationary domains to be defined in an objective way.
Martina Kirilova, Virginia Toy, Katrina Sauer, François Renard, Klaus Gessner, Richard Wirth, Xianghui Xiao, and Risa Matsumura
Solid Earth, 11, 2425–2438, https://doi.org/10.5194/se-11-2425-2020, https://doi.org/10.5194/se-11-2425-2020, 2020
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Processes associated with open pores can change the physical properties of rocks and cause earthquakes. In borehole samples from the Alpine Fault zone, we show that many pores in these rocks were filled by weak materials that can slide easily. The amount of open spaces was thus reduced, and fluids circulating within them built up high pressures. Both weak materials and high pressures within pores reduce the rock strength; thus the state of pores here can trigger the next Alpine Fault earthquake.
José Manuel Benítez-Pérez, Pedro Castiñeiras, Juan Gómez-Barreiro, José R. Martínez Catalán, Andrew Kylander-Clark, and Robert Holdsworth
Solid Earth, 11, 2303–2325, https://doi.org/10.5194/se-11-2303-2020, https://doi.org/10.5194/se-11-2303-2020, 2020
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The Sobrado unit represents an allochthonous tectonic slice of exhumed high-grade metamorphic rocks formed during a complex sequence of orogenic processes in the middle to lower crust. We have combined U–Pb geochronology and REE analyses (LASS-ICP-MS) of accessory minerals in migmatitic paragneiss (monazite, zircon) and mylonitic amphibolites (titanite) to constrain the evolution. A Middle Devonian minimum age for HP metamorphism has been obtained.
Sonia Yeung, Marnie Forster, Emmanuel Skourtsos, and Gordon Lister
Solid Earth Discuss., https://doi.org/10.5194/se-2020-186, https://doi.org/10.5194/se-2020-186, 2020
Revised manuscript accepted for SE
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We do not know when the ancient Tethys Ocean lithosphere began to founder, but one clue can be found in subduction accreted tectonic slices, including Gondwanan basement terranes on the island of Ios, Cyclades, Greece. We propose a 250-300km southwards jump of the subduction megathrust, with a period of flat-slab subduction followed by slab break-off. The initiation and its subsequent rollback of a new subduction zone would explain the onset of Oligo-Miocene extension and accompanying magmatism.
Anna M. Dichiarante, Ken J. W. McCaffrey, Robert E. Holdsworth, Tore I. Bjørnarå, and Edward D. Dempsey
Solid Earth, 11, 2221–2244, https://doi.org/10.5194/se-11-2221-2020, https://doi.org/10.5194/se-11-2221-2020, 2020
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We studied the characteristics of fracture systems in the Devonian rocks of the Orcadian Basin in Caithness. These mineral-filled fractures have properties that may be used to predict the size and spatial arrangement of similar structures in offshore basins. This includes the Clair field in the Faroe–Shetland Basin.
Leonardo Del Sole, Marco Antonellini, Roger Soliva, Gregory Ballas, Fabrizio Balsamo, and Giulio Viola
Solid Earth, 11, 2169–2195, https://doi.org/10.5194/se-11-2169-2020, https://doi.org/10.5194/se-11-2169-2020, 2020
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This study focuses on the impact of deformation bands on fluid flow and diagenesis in porous sandstones in two different case studies (northern Apennines, Italy; Provence, France) by combining a variety of multiscalar mapping techniques, detailed field and microstructural observations, and stable isotope analysis. We show that deformation bands buffer and compartmentalize fluid flow and foster and localize diagenesis, recorded by carbonate cement nodules spatially associated with the bands.
Billy James Andrews, Zoe Kai Shipton, Richard Lord, and Lucy McKay
Solid Earth, 11, 2119–2140, https://doi.org/10.5194/se-11-2119-2020, https://doi.org/10.5194/se-11-2119-2020, 2020
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Through geological mapping we find that fault zone internal structure depends on whether or not the fault cuts multiple lithologies, the presence of shale layers, and the orientation of joints and coal cleats at the time of faulting. During faulting, cementation of fractures (i.e. vein formation) is highest where the fractures are most connected. This leads to the counter-intuitive result that the highest-fracture-density part of the network often has the lowest open-fracture connectivity.
Nicolas Mansard, Holger Stünitz, Hugues Raimbourg, Jacques Précigout, Alexis Plunder, and Lucille Nègre
Solid Earth, 11, 2141–2167, https://doi.org/10.5194/se-11-2141-2020, https://doi.org/10.5194/se-11-2141-2020, 2020
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Our rock deformation experiments (solid-medium Griggs-type apparatus) on wet assemblages of mafic compositions show that the ability of minerals to react controls the portions of rocks that deform and that minor chemical and mineralogical variations can considerably modify the strength of deformed assemblages. Our study suggests that the rheology of mafic rocks, which constitute a large part of the oceanic crust, cannot be summarized as being rheologically controlled by monophase materials.
Vladimir Shipilin, David C. Tanner, Hartwig von Hartmann, and Inga Moeck
Solid Earth, 11, 2097–2117, https://doi.org/10.5194/se-11-2097-2020, https://doi.org/10.5194/se-11-2097-2020, 2020
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In our work, we carry out an in-depth structural analysis of a geometrically decoupled fault system in the southern German Molasse Basin using a high-resolution 3-D seismic dataset. Based on this analysis, we reconstruct the tectonic history and changes in the stress regimes to explain the structure and evolution of faults. The results contribute in understanding the driving mechanisms behind formation, propagation, and reactivation of faults during foreland basin formation.
Nick M. W. Roberts, Jack K. Lee, Robert E. Holdsworth, Christopher Jeans, Andrew R. Farrant, and Richard Haslam
Solid Earth, 11, 1931–1945, https://doi.org/10.5194/se-11-1931-2020, https://doi.org/10.5194/se-11-1931-2020, 2020
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We characterise a well-known fractured and faulted exposure of Cretaceous chalk in NE England, combining field observations with novel U–Pb calcite dating. We show that the faulting and associated fluid flow occurred during the interval of ca. 64–56 Ma, predating earlier estimates of Alpine-related tectonic inversion. We demonstrate that the main extensional fault zone acted as a conduit linking voluminous fluid flow and linking deeper sedimentary layers with the shallow subsurface.
Elizabeth S. Petrie, Kelly K. Bradbury, Laura Cuccio, Kayla Smith, James P. Evans, John P. Ortiz, Kellie Kerner, Mark Person, and Peter Mozley
Solid Earth, 11, 1803–1821, https://doi.org/10.5194/se-11-1803-2020, https://doi.org/10.5194/se-11-1803-2020, 2020
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A summary of observed rock properties across the contact between crystalline basement rock and the overlying younger sedimentary rocks from outcrop and core samples is presented. The data span a range of tectonic settings and describe the rock types immediately adjacent to the contact. The range of features observed at these contacts can influence the migration of fluids. The observations presented here are critical for the safe implementation of fluid injection and geothermal production.
Christopher Weismüller, Rahul Prabhakaran, Martijn Passchier, Janos L. Urai, Giovanni Bertotti, and Klaus Reicherter
Solid Earth, 11, 1773–1802, https://doi.org/10.5194/se-11-1773-2020, https://doi.org/10.5194/se-11-1773-2020, 2020
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We photographed a fractured limestone pavement with a drone to compare manual and automatic fracture tracing and analyze the evolution and spatial variation of the fracture network in high resolution. We show that automated tools can produce results comparable to manual tracing in shorter time but do not yet allow the interpretation of fracture generations. This work pioneers the automatic fracture mapping of a complete outcrop in detail, and the results can be used as fracture benchmark.
I. Tonguç Uysal, Claudio Delle Piane, Andrew James Todd, and Horst Zwingmann
Solid Earth, 11, 1653–1679, https://doi.org/10.5194/se-11-1653-2020, https://doi.org/10.5194/se-11-1653-2020, 2020
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This study represents an integrated approach to radiometric age dating using potassium-bearing clay minerals formed during faulting and provides insights into the enigmatic time–space distribution of Precambrian tectonic zones in north-central Australia. Specifically, our work firmly indicates a late Mesoproterzoic minimum age for the Millungera Basin in north Australia and a previously unrecorded concealed late Mesoproterozoic–early Neoproterozoic tectonic event in north-central Australia.
Stefano Tavani, Pablo Granado, Amerigo Corradetti, Thomas Seers, Josep Maria Casas, and Josep Anton Muñoz
Solid Earth, 11, 1643–1651, https://doi.org/10.5194/se-11-1643-2020, https://doi.org/10.5194/se-11-1643-2020, 2020
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Using orthophotos, we manually digitized 30 000 joints in the eastern Ebro Basin of the Pyrenees. Joints are perpendicular to the belt in the frontal portion of the belt and in the inner and central portion of the foredeep basin. Joint orientations in the external portion of the foredeep become less clustered. Joints in the studied area formed in the foredeep in response to foredeep-parallel stretching, which becomes progressively less intense within the external portion of the foredeep basin.
Thomas B. Phillips, Christopher A.-L. Jackson, and James R. Norcliffe
Solid Earth, 11, 1489–1510, https://doi.org/10.5194/se-11-1489-2020, https://doi.org/10.5194/se-11-1489-2020, 2020
Short summary
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Normal faults often reactivate under compression, in a process called inversion. The 3D geometry of these structures (and the effect on resultant inversion structural style) is often not considered. Using seismic reflection data, we examine how stresses form different inversion styles that are controlled by the geometry of the pre-existing structure. Geometrically simple faults are preferentially reactivated; more complex areas are typically not reactivated and instead experience bulk uplift.
Ashton Krajnovich, Wendy Zhou, and Marte Gutierrez
Solid Earth, 11, 1457–1474, https://doi.org/10.5194/se-11-1457-2020, https://doi.org/10.5194/se-11-1457-2020, 2020
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In this paper, a novel methodology of 3D geologic model uncertainty assessment that considers both input data and prior knowledge is developed and applied to characterize fault zones – areas of damaged rock surrounding a fault surface that are important to subsurface engineering projects. The results of the study demonstrate how existing frameworks can be expanded to incorporate new types of information to arrive at a realistic and straightforward model of fault zone geometry in the subsurface.
Sreyashi Bhowmick and Tridib Kumar Mondal
Solid Earth, 11, 1227–1246, https://doi.org/10.5194/se-11-1227-2020, https://doi.org/10.5194/se-11-1227-2020, 2020
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We explore pre-existing fabric in metabasalts replete with a wide range of crisscross fractures/faults, hosting quartz veins of variable orientations and thicknesses in the Chitradurga region, India. The fractures are identified as components of a riedel shear system. We evaluate reactivation potential of fractures and conclude that episodic changes in fluid pressure conditions triggered fault-valve action, thereby reactivating fabric and fractures, leading to vein emplacement in the region.
Tim P. Dooley and Michael R. Hudec
Solid Earth, 11, 1187–1204, https://doi.org/10.5194/se-11-1187-2020, https://doi.org/10.5194/se-11-1187-2020, 2020
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Sandbox models investigated extension and inversion of salt-bearing rifts such as those found in the Moroccan High Atlas, North Africa. Sand packs were stretched and the structural lows were filled with a salt analog. Models were then subjected to additional extension and loading that remobilized the salt into diapirs. During shortening the distribution of the salt in the overburden governed the structural styles and trends in the supra-salt strata, strongly decoupled from subsalt deformation.
Christopher A.-L. Jackson, Paul S. Whipp, Robert L. Gawthorpe, and Matthew M. Lewis
Solid Earth, 11, 1027–1051, https://doi.org/10.5194/se-11-1027-2020, https://doi.org/10.5194/se-11-1027-2020, 2020
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Plate tectonics describes the creation, motion, and ultimate destruction of the Earth's continents and oceans. A key plate tectonic process is continental extension; this occurs when the Earth's plates are pulled apart to ultimately form a new ocean. Giant fractures (faults) accommodate plate stretching, although buckling (folding) is thought to be locally important. We use field data to understand how fracturing and buckling relate to each other, demonstrating they are spatially complex.
Efstratios Delogkos, Muhammad Mudasar Saqab, John J. Walsh, Vincent Roche, and Conrad Childs
Solid Earth, 11, 935–945, https://doi.org/10.5194/se-11-935-2020, https://doi.org/10.5194/se-11-935-2020, 2020
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Normal faults have irregular geometries on a range of scales. A quantitative model has been presented which illustrates the range of deformation arising from movement on fault surface irregularities, with fault-bend folding generating geometries reminiscent of normal drag and reverse drag. We show that fault throw can be subject to errors of up to ca. 50 % for realistic fault bend geometries (up to ca. 40°), even on otherwise sub-planar faults with constant displacement.
David A. Ferrill, Kevin J. Smart, and Alan P. Morris
Solid Earth, 11, 899–908, https://doi.org/10.5194/se-11-899-2020, https://doi.org/10.5194/se-11-899-2020, 2020
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This paper explores failure modes and deformation behavior of faults in the mechanically layered Eagle Ford Formation, an ultra-low permeability self-sourced oil and gas reservoir and aquitard in southwest Texas, USA. The role of dilation versus slip relates in predictable ways to mechanical stratigraphy, stress field, and dilation and slip tendency. We conclude that dilation tendency vs. slip tendency can be used to infer fault and fracture deformation modes and conduit versus seal behaviour.
Raúl Pérez-López, José F. Mediato, Miguel A. Rodríguez-Pascua, Jorge L. Giner-Robles, Adrià Ramos, Silvia Martín-Velázquez, Roberto Martínez-Orío, and Paula Fernández-Canteli
Solid Earth, 11, 719–739, https://doi.org/10.5194/se-11-719-2020, https://doi.org/10.5194/se-11-719-2020, 2020
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Long-term monitoring of CO2 of onshore storage has to consider thousands of years as a medium lifetime of the storage. In this wide time interval, the stress and strain properties of the reservoir change and earthquakes could occur. Therefore, we have to identify those fault sets which can be reactivated by changing the stress conditions. We need to know the role of active fault sets and model the changing conditions to prevent induced seismicity.
Joel B. H. Andersson, Tobias E. Bauer, and Edward P. Lynch
Solid Earth, 11, 547–578, https://doi.org/10.5194/se-11-547-2020, https://doi.org/10.5194/se-11-547-2020, 2020
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In this field-based study, geological structures and hydrothermal alterations in one of the least known geological terrains in Sweden are investigated. The area is located above the polar circle in northwestern Sweden that produces a significant portion of the iron and copper in the EU. A new tectonic model based on field evidence and microstructures is presented and it is shown that minerals typical for iron and copper–gold deposits can be linked to different phases of the structural evolution.
Stefano Urbani, Guido Giordano, Federico Lucci, Federico Rossetti, Valerio Acocella, and Gerardo Carrasco-Núñez
Solid Earth, 11, 527–545, https://doi.org/10.5194/se-11-527-2020, https://doi.org/10.5194/se-11-527-2020, 2020
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In Los Humeros, through field structural–geological mapping and analogue experiments, we show a discontinuous and small-scale (areal size
~ 1 km2) uplift of the caldera floor due to the emplacement of multiple shallow (< 1 km) magmatic bodies. These results allow for a better assessment of the subsurface structure of Los Humeros, with crucial implications for planning future geothermal exploration, which should account for the local geothermal gradient affected by such a shallow heat source.
Heijn van Gent and Janos L. Urai
Solid Earth, 11, 513–526, https://doi.org/10.5194/se-11-513-2020, https://doi.org/10.5194/se-11-513-2020, 2020
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Faults form due to stresses caused by crustal processes. As faults influence the stress field locally, fault interaction leads to local variations in the stress field, but this is difficult to observe directly.
We describe an outcrop of one fault abuting into another one. By careful measurement of structures in the overlapping deformation zones and separating them using published relative age data, we show a rotation in the local stress field resulting from the faults growing to each other
Francesca Prando, Luca Menegon, Mark Anderson, Barbara Marchesini, Jussi Mattila, and Giulio Viola
Solid Earth, 11, 489–511, https://doi.org/10.5194/se-11-489-2020, https://doi.org/10.5194/se-11-489-2020, 2020
Bernhard Schuck, Anja M. Schleicher, Christoph Janssen, Virginia G. Toy, and Georg Dresen
Solid Earth, 11, 95–124, https://doi.org/10.5194/se-11-95-2020, https://doi.org/10.5194/se-11-95-2020, 2020
Johanna F. Bauer, Michael Krumbholz, Elco Luijendijk, and David C. Tanner
Solid Earth, 10, 2115–2135, https://doi.org/10.5194/se-10-2115-2019, https://doi.org/10.5194/se-10-2115-2019, 2019
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We use a 4-D numerical sensitivity study to investigate which geological parameters exert a dominant control on the quality of a deep geothermal reservoir. We constrain how the variability of these parameters affects the economic potential of a reservoir. We show that the interplay of high permeability and hydraulic gradient is the dominant control on reservoir lifetime. Fracture anisotropy, typical for faults, leads to fluid channelling and thus restricts the exploitable volume significantly.
Fabian Antonio Stamm, Miguel de la Varga, and Florian Wellmann
Solid Earth, 10, 2015–2043, https://doi.org/10.5194/se-10-2015-2019, https://doi.org/10.5194/se-10-2015-2019, 2019
Cited articles
Abdullah, A., Nassr, S., and Ghaleeb, A.: Landsat ETM-7 for Lineament Mapping
Using Automatic Extraction Technique in the SW Part of Taiz Area, Yemen,
Global Journal of Human-Social Science Research (B), 13, 35–38, 2013. a
AgiSoft PhotoScan Professional (Version 1.2.6): PhotoScan Professional
(Version 1.2.6), available at: http://www.agisoft.com/downloads/installer/ (last access: 8 August 2019),
2016. a
Ahmadzadeh, R.: Douglas-Peucker Algorithm, available at:
https://nl.mathworks.com/matlabcentral/fileexchange/61046-douglas-peucker-algorithm?s_tid=prof_contriblnk
(last access: 17 September 2019),
2017. a
Aljuboori, F., Corbett, P. W. M., Bisdom, K., Bertotti, G., and Geiger, S.:
Using Outcrop Data for Geological Well Test Modelling in Fractured
Reservoirs, in: 77th EAGE Conference and Exhibition, Madrid, Spain, 1–5 June 2015, We-N118-01, https://doi.org/10.3997/2214-4609.201413037, 2015. a
Andrews, B. J., Roberts, J. J., Shipton, Z. K., Bigi, S., Tartarello, M. C., and Johnson, G.: How do we see fractures? Quantifying subjective bias in fracture data collection, Solid Earth, 10, 487–516, https://doi.org/10.5194/se-10-487-2019, 2019. a
Bellahsen, N., Mouthereau, F., Boutoux, A., Bellanger, M., Lacombe, O.,
Jolivet, L., and Rolland, Y.: Collision kinematics in the western external
Alps, Tectonics, 33, 1055–1088, https://doi.org/10.1002/2013tc003453, 2014. a
Bemis, S. P., Micklethwaite, S., Turner, D., James, M. R., Akciz, S., Thiele,
S. T., and Bangash, H. A.: Ground-based and UAV-Based photogrammetry: A
multi-scale, high-resolution mapping tool for structural geology and
paleoseismology, J. Structu. Geol., 69, 163–178,
https://doi.org/10.1016/j.jsg.2014.10.007, 2014. a
Berio, L., Balsamo, F., Mittempergher, S., Mozafari, M., Storti, F.,
Bistacchi, A., Bruna, P.-O., and Bertotti, G.: Deformation pattern in
the thrust-related Parmelan Anticline (Bornes Massif, Subalpine Chains,
Haute-Savoie, France): preliminary results, in: 20th EGU General Assembly,
Vienna, Austria, 8–13 April 2018, 2018EGUGA.20.8923B,
available at: http://resolver.tudelft.nl/uuid:259ea083-7bac-43d8-a4c5-34e79cc001e6 (last access: 2 December 2019),
2018. a
Bisdom, K., Nick, H., and Bertotti, G.: An integrated workflow for stress and
flow modelling using outcrop-derived discrete fracture networks, Comput.
Geosci., 103, 21–35, https://doi.org/10.1016/j.cageo.2017.02.019, 2017. a, b
Bolkas, D., Vazaios, I., Peidou, A., and Vlachopoulos, N.: Detection of Rock
Discontinuity Traces Using Terrestrial LiDAR Data and Space-Frequency
Transforms, Geotechnical and Geological Engineering, 36, 1745–1765,
https://doi.org/10.1007/s10706-017-0430-6, 2018. a, b
Bond, C., Gibbs, A., Shipton, Z., and Jones, S.: What do you think this is?:
“Conceptual uncertainty” in geoscience interpretation, GSA Today, 17, 4–10, https://doi.org/10.1130/GSAT01711A.1, 2007. a
Bond, C., Johnson, G., and Ellis, J.: Structural model creation: the impact of
data type and creative space on geological reasoning and interpretation,
Geological Society of London Special Publications, 421, 83–97,
https://doi.org/10.1144/SP421.4, 2015. a
Bonetto, S., Facello, A., Ferrero, A. M., and Umili, G.: A tool for
semi-automatic linear feature detection based on DTM, Comput.
Geosci., 75, 1–12, https://doi.org/10.1016/j.cageo.2014.10.005, 2015. a
Bonetto, S., Facello, A., and Gessica, U.: A New Application of Curvatool
Semi-automatic Approach To Qualitatively Detect Geological Lineaments,
Environmental and Engineering Geoscience, 23, 179–190,
https://doi.org/10.2113/gseegeosci.23.3.179, 2017. a
Bruna, P.-O., Straubhaar, J., Prabhakaran, R., Bertotti, G., Bisdom, K., Mariethoz, G., and Meda, M.: A new methodology to train fracture network simulation using multiple-point statistics, Solid Earth, 10, 537–559, https://doi.org/10.5194/se-10-537-2019, 2019. a
Callatay, G.: Hough Transform Application to Natural Fracture Networks:
Detection, Characterization and Simulation, Master's thesis, Delft University of Technology, 2016. a
Candès, E. J. and Donoho, D. L.: Continuous curvelet transform: I. Resolution
of the wavefront set, Appl. Comput. Harmon. A., 19,
162–197, https://doi.org/10.1016/j.acha.2005.02.003, 2005. a
Candès, E. J. and Guo, F.: New multiscale transforms, minimum total variation
synthesis: applications to edge-preserving image reconstruction, Signal
Process., 82, 1519–1543, https://doi.org/10.1016/S0165-1684(02)00300-6, 2002. a
Canny, J.: A Computational Approach to Edge Detection, IEEE T.
Pattern Anal., PAMI-8, 679–698,
https://doi.org/10.1109/TPAMI.1986.4767851, 1986. a
Daubechies, I.: Ten Lectures on Wavelets, CBMS-NSF Regional Conference Series
in Applied Mathematics, Society for Industrial and Applied Mathematics,
Philadelphia, USA, 1999 Edn., https://doi.org/10.1137/1.9781611970104, 1992. a
Do, M. N. and Vetterli, M.: The contourlet transform: an efficient directional
multiresolution image representation, IEEE T. Image Process.,
14, 2091–2106, https://doi.org/10.1109/TIP.2005.859376, 2005. a
Donoho, D. L.: Wedgelets: Nearly Minimax Estimation of Edges, Ann.
Stat., 27, 859–897,
1999. a
Donovan, J. and Lebaron, A.: A Comparison of Photogrammetry And Laser Scanning
For the Purpose of Automated Rock Mass Characterization, in: 43rd U.S. Rock
Mechanics Symposium & 4th U.S. – Canada Rock Mechanics Symposium, 28 June–1
July 2009, Asheville, North Carolina, USA, ARMA-09-122,
available at: https://www.onepetro.org/conference-paper/ARMA-09-122 (last access: 10 December 2018), 2009. a
Douglas, D. and Peucker, T.: Algorithms for the Reduction of the Number of
Points Required to Represent a Digitized Line or its Caricature,
Cartographica: The International Journal for Geographic Information and
Geovisualization, 10, 112–122, https://doi.org/10.3138/FM57-6770-U75U-7727, 1973. a
Duda, R. O. and Hart, P. E.: Use of the Hough Transformation to Detect Lines
and Curves in Pictures, Commun. ACM, 15, 11–15,
https://doi.org/10.1145/361237.361242, 1972. a
Dupont, E., Zhang, T., Tilke, P., Liang, L., and Bailey, W.: Generating
Realistic Geology Conditioned on Physical Measurements with Generative
Adversarial Networks, in: 35th International Conference on Machine Learning,
Stockholm, Sweden, 10–15 July 2018,
available at: https://arxiv.org/abs/1802.03065v3 (last access: 1 May 2019), 2018. a
Ennes-Silva, R. A., Bezerra, F. H. R., Nogueira, F. C. C., Balsamo, F.,
Klimchouk, A., Cazarin, C. L., and Auler, A. S.: Superposed folding and
associated fracturing influence hypogene karst development in Neoproterozoic
carbonates, São Francisco Craton, Brazil, Tectonophysics, 666, 244–259,
https://doi.org/10.1016/j.tecto.2015.11.006, 2016. a
Felsberg, M. and Sommer, G.: The Monogenic Signal, IEEE T. Signal
Process., 49, 3136–3144, https://doi.org/10.1109/78.969520, 2001. a
Gidon, M.: Vues nouvelles sur la structure des massifs des Bornes et des Bauges
orientales, Géologie Alpine, 72, 35–39, 1996. a
Gidon, M.: Failles extensives antérieures au plissement dans les massifs
subalpins: un exemple nouveau dans le massif des Bornes (France), Géologie
Alpine, 74, 91–96, 1998. a
Goodfellow, I. J., Pouget-Abadie, J., Mirza, M., Xu, B., Warde-Farley, D.,
Ozair, S., Courville, A., and Bengio, Y.: Generative Adversarial Nets, in:
Proceedings of the 27th International Conference on Neural Information
Processing Systems – Volume 2, 8–13 December 2014, NIPS'14, pp.
2672–2680, MIT Press, Cambridge, MA, USA,
available at: http://dl.acm.org/citation.cfm?id=2969033.2969125 (last access: 5 April 2019), 2014. a
Grohs, P., Keiper, S., Kutyniok, G., and Schäfer, M.: Alpha-Molecules, Applied
and Computational Harmonic Analysis, 41, 297–336,
https://doi.org/10.1016/j.acha.2015.10.009, 2016. a
Guimarães, J. T., Misi, A., Pedreira, A. J., and Dominguez, J. M. L.: The
Bebedouro Formation, Una Group, Bahia (Brazil), The Geological Record of
Neoproterozoic Glaciations, Geological Society, London, Memoirs, vol. 36,
chap. 47, 503–508, Geological Society of London, 2011 Edn.,
https://doi.org/10.1144/M36.47, 2011. a
Guo, K., Kutyniok, G., and Labate, D.: Sparse multidimensional representation
using anisotropic dilation and shear operators, in: Wavelets and Splines:
Athens 2005, International Conference on “Interactions between Wavelets and
Splines”, 16–19 May 2005, Athens, Georgia, edited by: Chen, G. and Lai, M.-J.,
Nashboro Press, 189–201, 2005. a, b
Harwin, S. and Lucieer, A.: Assessing the Accuracy of Georeferenced Point
Clouds Produced via Multi-View Stereopsis from Unmanned Aerial Vehicle (UAV)
Imagery, Remote Sens.-Basel, 4, 1573–1599, https://doi.org/10.3390/rs4061573, 2012. a
Hashim, M., Ahmad, S., Johari, M. A. M., and Pour, A. B.: Automatic lineament
extraction in a heavily vegetated region using Landsat Enhanced Thematic
Mapper (ETM+) imagery, Ad. Space Res., 51, 874–890,
https://doi.org/10.1016/j.asr.2012.10.004, 2013. a
He, K., Gkioxari, G., Dollár, P., and Girshick, R.: Mask R-CNN, in: 2017 IEEE
International Conference on Computer Vision (ICCV) 2980–2988,
https://doi.org/10.1109/ICCV.2017.322, 2017. a
Heil, C., Walnut, D. F., and Daubechies, I.: Fundamental Papers in Wavelet
Theory, Princeton University Press, Princeton, New Jersey, USA, Princeton
University Press, 2006. a
Hillier, J., Smith, M., Armugam, R., Barr, I., Boston, C., Clark, C., Ely, J.,
Frankl, A., Greenwood, S., Gosselin, L., Hättestrand, C., Hogan, K., Hughes,
A., Livingstone, S., Lovell, H., McHenry, M., Munoz, Y., Pellicer, X.,
Pellitero, R., Robb, C., Roberson, S., Ruther, D., Spagnolo, M., Standell,
M., Stokes, C., Storrar, R., Tate, N., and Wooldridge, K.: Manual mapping of
drumlins in synthetic landscapes to assess operator effectiveness, J.
Maps, 11, 719–729, https://doi.org/10.1080/17445647.2014.957251, 2015. a
Huggenberger, P. and Wildi, W.: La tectonique du massif des Bornes (Chaînes
Subalpines, Haute-Savoie, France), Eclogae Geol. Helv., 84,
125–149, https://doi.org/10.5169/seals-166766, 1991. a
Jacques, L., Coron, A., Vandergheynst, P., and Rivoldini, A.: The YAWTb
toolbox: Yet Another Wavelet Toolbox,
available at: http://sites.uclouvain.be/ispgroup/yawtb (last access: 5 August 2017), 2011. a
Karbalaali, H., Javaherian, A., Dahlke, S., Reisenhofer, R., and Torabi, S.:
Seismic channel edge detection using 3D shearlets – a study on synthetic and
real channelised 3D seismic data, Geophys. Prospect., 66,
1272–1289, https://doi.org/10.1111/1365-2478.12629, 2018. a
King, E. J., Reisenhofer, R., Kiefer, J., Lim, W.-Q., Li, Z., and
Heygster, G.: Shearlet-based edge detection: flame fronts and tidal
flats, in: Applications of Digital Image Processing XXXVIII, SPIE Optical
Engineering + Applications, 2015, San Diego, California, United States,
edited by Tescher, A. G., no. 959905, Proc. SPIE, 9599,
https://doi.org/10.1117/12.2188652, 2015. a, b, c, d, e, f, g, h, i, j, k
Kovesi, P.: Phase congruency: A low-level image invariant, Psychol.
Res., 64, 136–148, https://doi.org/10.1007/s004260000024, 2000. a, b
Krupnik, D. and Khan, S.: Close-range, ground-based hyperspectral imaging for
mining applications at various scales: Review and case studies, Earth-Sci.
Rev., 198, 102952,
https://doi.org/10.1016/j.earscirev.2019.102952,
2019. a
Kutyniok, G., Lim, W.-Q., and Reisenhofer, R.: ShearLab 3D: Faithful Digital
Shearlet Transforms Based on Compactly Supported Shearlets, ACM T. Math.
Software, 42, 5:1–5:42, https://doi.org/10.1145/2740960, 2016. a
Labate, D., Lim, W.-Q., Kutyniok, G., and Weiss, G.: Sparse multidimensional
representation using shearlets, in: Wavelets XI, Optics and Photonics 2005,
31 July–4 August 2005, San Diego, California, United States, 59140U,
https://doi.org/10.1117/12.613494, 2005. a, b, c, d
Legland, D.: Geom2D, MATLAB File Exchange, available at: https://nl.mathworks.com/matlabcentral/fileexchange/7844-geom2d (last access: 15 August 2018), 2019. a
Le Pennec, E. and Mallat, S.: Sparse Geometric Image Representations with
Bandelets, IEEE T. Image Process., 14, 423–438,
https://doi.org/10.1109/TIP.2005.843753, 2005. a
Long, J. J., Jones, R. R., and Daniels, S. E.: Reducing uncertainty in
fracture modelling: assessing the sensitivity of inputs from outcrop
analogues, in: The Geology of Fractured Reservoirs, 24–25 October 2018, The
Geological Society of London, The Geological Society of London, oral
Presentation, 2018. a
Mabee, S. B., Hardcastle, K. C., and Wise, D. U.: A Method of Collecting and
Analyzing Lineaments for Regional-Scale Fractured-Bedrock Aquifer Studies,
Groundwater, 32, 884–894, https://doi.org/10.1111/j.1745-6584.1994.tb00928.x,
1994. a
Mallat, S. and Hwang, W. L.: Singularity detection and processing with
wavelets, IEEE T. Inform. Theory, 38, 617–643,
https://doi.org/10.1109/18.119727, 1992. a
Masoud, A. and Koike, K.: Applicability of computer-aided comprehensive tool
(LINDA: LINeament Detection and Analysis) and shaded digital elevation model
for characterizing and interpreting morphotectonic features from lineaments,
Comput. Geosci., 106, 89–100, https://doi.org/10.1016/j.cageo.2017.06.006,
2017. a
Meng, Q., Hooker, J., and Cartwright, J.: Progressive accretion of antitaxial
crystal fibres: Implications for the kinematics and dynamics of vein
dilation, J. Struct. Geol., 126, 25–36,
https://doi.org/10.1016/j.jsg.2019.05.006,
2019. a
National Research Council: Rock Fractures and Fluid Flow: Contemporary
Understanding and Applications, Washington, DC, The National Academies Press,
Washington, DC, 1996 Edn., https://doi.org/10.17226/2309, 1996. a
Olson, J. E., Laubach, S. E., and Lander, R. H.: Natural fracture
characterization in tight gas sandstones: Integrating mechanics and
diagenesis, AAPG Bull., 93, 1535–1549, https://doi.org/10.1306/08110909100,
2009. a
Otsu, N.: A Threshold Selection Method from Gray-Level Histograms, IEEE
Transactions on Systems, Man, and Cybernetics, 9, 62–66,
https://doi.org/10.1109/TSMC.1979.4310076, 1979. a
Peacock, D., Sanderson, D., Bastesen, E., Rotevatn, A., and Storstein, T.:
Causes of bias and uncertainty in fracture network analysis, Norw.
J. Geol., 9, 16 pp., https://doi.org/10.17850/njg99-1-06, 2019. a, b
Prabhakaran, R.: rahulprabhakaran/Automatic-Fracture-Detection-
Code, Zenodo,
https://doi.org/10.5281/zenodo.3245452, 2019. a
Prabhakaran, R., Boersma, Q., Bezerra, F., and Bertotti, G.: Fracture Network
Patterns from the Brejões Outcrop, Irecê Basin, Brazil, 4TU Centre for
Research Data, Dataset,
https://doi.org/10.4121/uuid:67cde05c-9e99-4cc4-8cec-9f2666457d1f, 2019a. a, b, c
Prabhakaran, R., Bruna, P.-O., Bertotti, G., Smeulders, D., and Meda, M.:
Fracture Network Patterns from the Parmelan Anticline, France, 4TU Centre for
Research Data, Dataset,
https://doi.org/10.4121/uuid:3f5e255f-edf7-441f-89f2-1adc7ac2f7d1, 2019b. a, b, c, d
Prewitt, J.: Object enhancement and extraction, in: Picture Processing and
Psychopictorics, Academic Press, New York, 75–149, 1970. a
Reisenhofer, R. and King, E. J.: Edge, Ridge, and Blob Detection with Symmetric
Molecules, SIAM J. Imaging Sci., 12, 1585–1626,
https://doi.org/10.1137/19M1240861, 2019. a
Ren and Malik: Learning a classification model for segmentation, in:
Proceedings Ninth IEEE International Conference on Computer Vision,
vol. 1, 10–17, https://doi.org/10.1109/ICCV.2003.1238308, 2003. a
Sander, P., Minor, T. B., and Chesley, M. M.: Ground-Water Exploration Based on
Lineament Analysis and Reproducibility Tests, Groundwater, 35, 888–894,
https://doi.org/10.1111/j.1745-6584.1997.tb00157.x, 1997. a
Scheiber, T., Fredin, O., Viola, G., Jarna, A., Gasser, D., and Łapińska
Viola, R.: Manual extraction of bedrock lineaments from high-resolution LiDAR
data: methodological bias and human perception, Geologiska Föreningen i
Stockholm (GFF), 137, 362–372, https://doi.org/10.1080/11035897.2015.1085434,
2015. a
Sobel, I. and Feldman, G.: A 3x3 isotropic gradient operator for image
processing, presented at the Stanford Artificial Intelligence Project (SAIL)
in 1968, John Wiley & Sons, 271–272, 1973. a
Thiele, S., Vollgger, S., and Samsu, A.: GeoTrace and Compass rapid trace-mapping (example data), https://doi.org/10.4225/03/5981b31091af9, 2017b. a, b
Thomas, R. N., Paluszny, A., and Zimmerman, R. W.: Effect of Fracture Growth
Velocity Exponent on Fluid Flow through Geomechanically-grown 3D Fracture
Networks, in: 2nd International Discrete Fracture Network Engineering
Conference, 20–22 June 2018, Seattle, Washington, USA, ARMA-DFNE-18-0239,
Seattle, Washington, USA,
available at: https://www.onepetro.org/conference-paper/ARMA-DFNE-18-0239 (last access: 15 January 2019),
2018. a
Thovert, J.-F., Mourzenko, V., and Adler, P.: Percolation in three-dimensional
fracture networks for arbitrary size and shape distributions, Phys. Rev.
E, 95, 042112, https://doi.org/10.1103/PhysRevE.95.042112, 2017.
a
Tu, C.-L., Hwang, W.-L., and Ho, J.: Analysis of singularities from modulus
maxima of complex wavelets, IEEE T. Inform. Theory, 51,
1049–1062, https://doi.org/10.1109/TIT.2004.842706, 2005. a
Turner, D., Lucieer, A., and Watson, C.: An Automated Technique for Generating
Georectified Mosaics from Ultra-High Resolution Unmanned Aerial Vehicle (UAV)
Imagery, Based on Structure from Motion (SfM) Point Clouds, Remote Sens.-Basel, 4, 5,
https://doi.org/10.3390/rs4051392, 2012. a
Vasuki, Y., Holden, E.-J., Kovesi, P., and Micklethwaite, S.: Semi-automatic
mapping of geological Structures using UAV-based photogrammetric data: An
image analysis approach, Comput. Geosci., 69, 22–32,
https://doi.org/10.1016/j.cageo.2014.04.012, 2014. a, b
Vasuki, Y., Holden, E.-J., Kovesi, P., and Micklethwaite, S.: An interactive
image segmentation method for lithological boundary detection: A rapid
mapping tool for geologists, Comput. Geosci., 100, 27–40,
https://doi.org/10.1016/j.cageo.2016.12.001, 2017. a, b
Wang, Z., Bovik, A., Sheikh, H., and Simoncelli, E.: Image quality assessment:
from error visibility to structural similarity, IEEE T. Image
Process., 13, 600–612, https://doi.org/10.1109/TIP.2003.819861, 2004. a
Yi, S., Labate, D., Easley, G. R., and Krim, H.: A Shearlet Approach to Edge
Analysis and Detection, IEEE T. Image Process., 18,
929–941, https://doi.org/10.1109/TIP.2009.2013082, 2009. a, b
Zhang, T., Tilke, P., Dupont, E., Zhu, L., Liang, L., and Bailey, W.:
Generating Geologically Realistic 3D Reservoir Facies Models Using Deep
Learning of Sedimentary Architecture with Generative Adversarial Networks,
in: International Petroleum Technology Conference, 26–28 March 2019, Beijing,
China, IPTC-19454-MS, International Petroleum Technology Conference, Beijing,
China, https://doi.org/10.2523/IPTC-19454-MS, 2019. a
Short summary
This contribution describes a technique to automatically extract digitized fracture patterns from images of fractured rock. Digitizing fracture patterns, accurately and rapidly with minimal human intervention, is a desirable objective in fractured rock characterization. Our method can extract fractures at varying scales of rock discontinuities, and results are presented from three different outcrop settings. The method enables faster processing of copious amounts of fractured outcrop image data.
This contribution describes a technique to automatically extract digitized fracture patterns...