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Pageoph Topical Volumes Yongxian Zhang Thomas Goebel Zhigang Peng Charles A. Williams Mark R. Yoder John B. Rundle Editors Earthquakes and Multi-hazards Around the Pacific Rim, Vol. I Earthquakes and Multi-hazards Around the Pacific Rim, Vol. I Edited by Yongxian Zhang Thomas Goebel Zhigang Peng Charles A. Williams Mark R. Yoder John B. Rundle Previously published in Pure and Applied Geophysics (PAGEOPH), Volume 174, No. 6, 2017 Editors Yongxian Zhang Charles A. Williams Earthquake Prediction Division Tectonophysics Dept. China Earthquake Networks Center GNS Science Beijing, China Lower Hutt, New Zealand Thomas Goebel Mark R. Yoder Seismological Laboratory Department of Physics Earth and Planetary Sciences University of California-Davis University of California-Santa Cruz Davis, CA, USA Santa Cruz, CA, USA John B. Rundle Zhigang Peng Departments of Physics and Earth & Planetary Science School of Earth and Atmospheric Sciences University of California-Davis Georgia Institute of Technology Davis, CA, USA Atlanta, GA, USA ISSN 2504-3625 ISBN 978-3-319-71564-3 Library of Congress Control Number: 2017960904 © Springer International Publishing AG 2018 This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. T he use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, express or implied, with respect to the material contained herein or for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictional claims in published maps and institutional affiliations. Cover illustration: Historical seismicity within the Farallon transform fault region, Gulf of California, Mexico. Taken from Castro, R.R., Stock, J.M., Hauksoon, E., and Clayton, R.W., Pure Appl. Geophys. 174 (2017), 2239-2256 Cover design: Deblik, Berlin P rinted on acid-free paper T his book is published under the trade name Birkhäuser (www.birkhauser-science.com) T he registered company is Springer International Publishing AG T he registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland Contents Earthquakes and Multi-hazards around the Pacific Rim, Vol. 1: Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1 Yong-Xian Zhang , Thomas Goebel , Zhigang Peng , Charles Williams , Mark Yoder and John Rundle Scaling law of average failure rate and steady-state rate in rocks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 5 Shengwang Hao , Chao Liu , Yingchong Wang and Fuqing Chang Apparent Dependence of Rate- and State-Dependent Friction Parameters on Loading Velocity and Cumulative Displacement Inferred from Large-Scale Biaxial Friction Experiments . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .2 3 Yumi Urata , Futoshi Yamashita , Eiichi Fukuyama , Hiroyuki Noda and Kazuo M izoguchi Source Functions and Path Effects from Earthquakes in the Farallon Transform Fault Region, Gulf of California, Mexico that Occurred on October 2013 . . . . . . . . . . . . . . . . . . . . . . . . . .4 5 Raúl R. Castro , Joann M . S tock, E gill H auksson and Robert W. Clayton Stress Distribution Near the Seismic Gap Between Wenchuan and Lushan Earthquakes . . . . . . . . .6 3 Yihai Yang , Chuntao Liang , Zhongquan Li , Jinrong Su , Lu Zhou and Fujun He Parametrizing Physics-Based Earthquake Simulations . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .7 5 Kasey W. Schultz , Mark R. Yoder , John M. Wilson , Eric M. Heien , Michael K. Sachs , John B. Rundle and Don L. Turcotte Spatial Evaluation and Verification of Earthquake Simulators . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .8 5 John Max Wilson , Mark R. Yoder , John B. Rundle , Donald L. Turcotte and Kasey W. Schultz Radar Determination of Fault Slip and Location in Partially Decorrelated Images . . . . . . . . . . . . . . . 101 Jay Parker , Margaret Glasscoe , Andrea Donnellan , Timothy Stough , Marlon Pierce and Jun Wang Detecting Significant Stress Drop Variations in Large Micro-Earthquake Datasets: A Comparison Between a Convergent Step-Over in the San Andreas Fault and the Ventura Thrust Fault System, Southern California. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .1 17 T. H. W. Goebel , E. Hauksson , A. Plesch and J. H. Shaw Real-Time Earthquake Intensity Estimation Using Streaming Data Analysis of Social and Physical Sensors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 137 Yelena Kropivnitskaya , Kristy F. Tiampo , Jinhui Qin and Michael A. Bauer The Dependency of Probabilistic Tsunami Hazard Assessment on Magnitude Limits of Seismic Sources in the South China Sea and Adjoining Basins . . . . . . . . . . . . . . . . . . . . . . . . . .1 57 Hongwei Li , Ye Yuan , Zhiguo Xu , Zongchen Wang , Juncheng Wang , Peitao Wang , Yi Gao , Jingming Hou and Di Shan Can Apparent Stress be Used to Time-Dependent Seismic Hazard Assessment or Earthquake Forecast? An Ongoing Approach in China . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .1 77 Zhongliang Wu , Changsheng Jiang and Shengfeng Zhang VVV VVVIII Contents An Ensemble Approach for Improved Short-to-Intermediate-Term Seismic Potential Evaluation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 187 Huaizhong Yu , Qingyong Zhu , Faren Zhou , Lei Tian and Yongxian Zhang Reducing False Alarms of Annual Forecast in the Central China North–South Seismic Belt by Reverse Tracing of Precursors (RTP) Using the Pattern Informatics (PI) ‘Hotspots’ . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .2 07 Shengfeng Zhang , Zhongliang Wu and Changsheng Jiang Test of the Predictability of the PI Method for Recent Large Earthquakes in and near Tibetan Plateau . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 217 Yongxian Zhang , Caiyun Xia , Cheng Song , Xiaotao Zhang , Yongjia Wu and Yan Xue L ong-Term Seismic Quiescences and Great Earthquakes in and Around the Japan Subduction Zone Between 1975 and 2012 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .2 33 Kei Katsumata Statistical Studies of Induced and Triggered Seismicity at The Geysers, California . . . . . . . . . . . . . . . 249 A. Hawkins , D. L. Turcotte , M. B. Yıkılmaz , L. H. Kellogg and J. B. Rundle PureAppl.Geophys.174(2017),2195–2198 (cid:2)2017SpringerInternationalPublishing Pure and Applied Geophysics DOI10.1007/s00024-017-1580-4 Earthquakes and Multi-hazards around the Pacific Rim, Vol. 1: Introduction YONG-XIAN ZHANG,1 THOMAS GOEBEL,2 ZHIGANG PENG,3 CHARLES WILLIAMS,4 MARK YODER,5 and JOHN RUNDLE5 TheseismicbeltalongthePacificRimisthegreatest simulation models and creates the research infras- earthquake zone in the world, generating more than tructure to enable large-scale simulations and to 80% of the world’s largest earthquakes (https:// assimilate data into the models. Since 1997, twelve earthquake.usgs.gov/learn/topics/megaqk_facts_fanta workshops, including nine international workshops sy.php). It is also susceptible to tsunamis and vol- and three working group meetings on earthquake canic eruptions, which could generate serious multi- simulations (http://www.aces.org.au/), have been hazards. Since the beginning of the twenty-first cen- held by ACES: (1) Inaugural ACES Workshop, Jan- tury, most countries along the Pacific Rim have uary 31–February 5, 1999, Brisbane and Noosa, suffered from tremendous multi-hazards, especially Queensland, Australia; (2) 2nd ACES Workshop, earthquakes and tsunamis. For example, the 2004 October 15–20, 2000, Tokyo and Hakone, Japan; (3) Sumatra M9.1 earthquake in Indonesia and the 2011 2ndACESWorkingGroupMeeting,July 29–August Tohoku M9.0 earthquake in Japan triggered mega- 3, 2001, Maui Supercomputer Center, USA; (4) 3rd tsunami and caused significant damages and human ACES Workshop, May 5–10, 2002, Maui, Hawaii, casualties. An improved understanding of the USA; (5) 3rd ACES Working Group Meeting, June underlying physical processes and potential interac- 2–6, 2003, Melbourne and Brisbane, Australia; (6) tions of these multi-hazards, and better simulation 4th ACES Workshop and iSERVO colloquium July and forecasting of their occurrences are needed for 9–14, 2004, Beijing, China; (7) 5th ACES Interna- better disaster prevention/mitigation. tional Workshop April 4–6, 2006, Hawaii, USA; (8) TheAPECCooperationforEarthquakeSimulation 6thACESInternationalWorkshopMay11–16,2008, (ACES) (http://www.aces.org.au/), endorsed by Cairns, Australia; (9) 7th ACES International Work- APEC(Asia–PacificEconomicCooperation)in1997, shop October 3–8, 2010, Hokkaido, Japan; (10) has been focusing on understanding, forecasting, and ACES Workshop on Advances in Simulation of mitigating the effects of earthquakes and other natu- Multihazards,Maui,Hawaii,May1–5,2011;(11)8th ral disasters for about 20 years. It links the ACES International Workshop on Advances in Sim- complementary strengths of the earthquake research ulation of Multihazards, Maui, Hawaii, October programsofindividualAPECmembereconomiesvia 23–26,2012;(12)9thACESInternationalWorkshop collaborationstowardthedevelopmentofearthquake on Advances in Simulation of Multihazards, Chengdu, China, August 10–16, 2015. As a result of ACES, much progress has been achieved on Lattice Solid particle simulation Model (LSM), Australian 1 China Earthquake Networks Center, Beijing 100045, Computational Earth Systems Simulation (ACcESS), China.E-mail:[email protected] 2 Seismological Laboratory, Earth and Planetary Sciences, Earth Simulator of Japan, Geotechnical Finite Ele- UniversityofCalifornia,SantaCruz,SantaCruz,CA95064,USA. ment Analysis (GeoFEM), Geophysical Finite E-mail:[email protected] 3 GeorgiaInstituteofTechnology,Atlanta,GA30332,USA. Element Simulation Tool (GeoFEST), Earthquake E-mail:[email protected] Simulator (QuakeSIM), Solid Earth Virtual Research 4 GNS Science, Lower Hutt 5040, New Zealand. E-mail: Observatory Institute (SERVO), International Solid [email protected] Earth Virtual Research Observatory Institute 5 DepartmentofPhysics,UCDavis,Davis,CA95616,USA. E-mail:[email protected];[email protected] (iSERVO), Load–Unload Response Ratio (LURR), 1 Reprinted from the journal Y.Zhangetal. PureAppl.Geophys. Pattern Informatics (PI), Critical Sensitivity, Earth- In the first section, S. W. Hao et al. present quake Critical Point Hypothesis, the Virtual experimental results that examine the evolution California model (VC), Relative Operating Charac- properties of rocks during the secondary, nearly teristic (ROC), Multiscale Finite-Element Model constant strain rate stage of deformation. Their (MFEM),theUniformCaliforniaEarthquakeRupture experimentsindicatethatalowerratiointheslopeof Forecast (UCERF), etc. In the late 2000s, multi- thesecondarystagewithrespecttotheaveragerateof hazards became a theme of ACES, and the ACES theentirelifetimeimpliesmorebrittlefailuremodes. Workshop on Advances in Simulation of Multihaz- Y. Urata et al. examine the influence of loading ardswasheldinMaui,Hawaii,May1–5,2011,soon velocity, cumulative slip and gouge on constitutive after the Tohoku M9.0 earthquake and tsunami. parameters within a rate-and-state friction law, using Special Issues have been published after each experiments and a spring-slider model. The authors ACES workshop, with themes related to the themes find that conventional rate-and-state formulations of the workshop (Donnellan et al. 2004, 2015; cannot capture the observed evolution of frictional Fukuyama et al. 2013; Matsu’ura et al. 2002; Mora parameters with cumulative slip. R. R. Castro et al. et al. 2000; Yin et al. 2006). This special issue, determine source parameters and quality factors for named ‘earthquakes and multi-hazards around the an earthquake sequence that occurred in the Gulf of Pacific Rim,’ contains many of the results presented California in October 2013. They resolve a main- at the 9th ACES International Workshop on Advan- shock stress drop of 1.7 MPa and the frequency ces in Simulation of Multihazards, Chengdu, China, dependence of seismic wave attenuation. In order to August 10–16, 2015 (http://www.csi.ac.cn/ study the stress distribution near the seismic gap ACES2015/Home/index.html), as well as additional between the M8.0 Wenchuan and M7.0 Lushan related topics. Earthquakes, Y. H. Yang et al. determine the focal The 9th workshop included seven regular sessions mechanisms of 228 earthquakes with magnitude (microscopicsimulation;scalingphysics;macroscale M C 3 from January 2008 to July 2014 near the simulation: earthquake generation and cycles; mac- seismic gap along the Longmenshan Fault Belt by roscale simulation: dynamic rupture and wave using a full waveform inversion method and then propagation; computational environment and algo- applyadampedlinearinversionmethodtoderivethe rithms; data assimilation and understanding; model regional stress field based on the determined source applications) and four special sessions. The special parameters. Their results suggest that from west to sessions were highlighted by ‘Global Navigation east across the three main imbricated faults of the Satellite System (GNSS) Tsunami Early Warning Longmenshanfaultsystem,thefaultingtypeschange System:Models,Simulations,DataandTechnology.’ fromthrustinthewesternmostregiontostrike-slipin TheresearchresultsoftheApril24,2015,Magnitude the central part and to normal and mixed faulting at 7.8 Lamjung (Kathmandu), Nepal Earthquake were the east end. also discussed in a special session. The other two In the second section, K. W. Schultz et al. (2017) special sessions were ‘Earthquake simulation and introduce a new slip-weakening friction law used in forecasting in China: State-of-the-art and future theVirtualQuakeSimulator.Theyexploretheeffects prospective,’and‘ThelureofLURR—Celebrationof of the frictional law parameters on seismicity rate Professor Yin’s 80th Birthday.’ simulationswiththeUCERF3Californiafaultmodel. Thistopicalissueisdividedintotwovolumes.The They find that the new model extends the magnitude first volume (Vol. I) includes 16 papers, which are ranges where earthquake rates from simulations further divided into three sections. Papers on earth- match observations in California, and improves the quake physics are presented first, followed by papers agreement between the simulated and observed on earthquake simulation and data assimilation. The scalingrelations.M.Wilsonetal.developastatistical final section covers multi-hazard assessment and method to evaluate earthquake simulators based on earthquake forecasting models. observed seismicity data. J. Parker et al. discuss automated methods to locate and measure surface Reprinted from the journal 2 Vol.174,(2017) EarthquakesandMulti-hazardsaroundthePacificRim,Vol.1:Introduction fault slip using deformation measurements from the determine false alarm rates in annual earthquake NASA Uninhabited Aerial Vehicle Synthetic Aper- forecasts for China and suggest a method to reduce ture Radar (UAVSAR) data. UAVSAR is similar to such false alarms. Y. X. Zhang et al. present and satellite-based SAR,butcanfacilitatehighermission validate an earthquake forecast, based on the Pattern flexibility and superior pixel resolution, of approxi- Informatics (PI) method, of the Tibetan Plateau mately 7 m. The presented methods use freely region during the time period 2008–2014, including available data products from the UAVSAR mission. the2008M8.0Wenchuanearthquake.Theforecastis T. H. W. Goebel et al. examine the variability of verified using a receiver operating characteristic seismic stress drops, looking specifically at the San (ROC) metric and R score. They show that the PI Gorgonio Pass and Ventura Basin in southern Cali- metric significantly outperforms a random forecast fornia. They improve the resolution of their method and that some models with a larger grid and longer by stacking large numbers of source spectra. They time window have higher forecasting efficacy. find that events in the Ventura Basin (high loading K. Katsumata analyzes earthquake catalogues pro- rates) have lower stress drops than those in the San videdbytheInternationalSeismologicalCenter(ISC) Gorgonio Pass (slow loading rates). Y. Y. todetectearthquakequiescenceinandnearJapanby Kropivnitskaya et al. analyze anthropogenic data usingasimplescanningtechnique(ZMAP).Theyde- from social media sources like Twitter in combina- cluster earthquake swarms and aftershocks by a tion with contemporary physical sensor data, to stochastic de-clustering method based on the Epi- estimate local earthquake intensity. Their algorithm demic-Type Aftershock Sequence model (ETAS). and results show that combining social media-based Their results show that 11 significant quiescences of metrics with data from physical type sensors pro- morethan9 yearsoccurredduring1964–2012,and3 duces intensity maps with more complete coverage, of them were followed by M C8.25 earthquakes, w improved accuracy, and higher resolution than maps whiletherewere4M C8.25earthquakesduringthis w using either data source separately. time period. A. Hawkins et al. examine the statistics In the third section, H. W. Li et al. conduct a of induced and triggered seismicity at the Geysers probabilistic tsunami hazard assessment in the South geothermal field in California. Their results support China Sea and neighboring basins. They perform a the idea that these earthquakes are caused by a thorough review of historic earthquake and tsunami reduction in friction on the associated faults as a events followed by evaluations of the upper and resultofinjectedfluid.Theyalsofindthattheinduced lower bounds of tsunami hazard based on different seismicity obeys Gutenberg–Richter (GR) scaling, corner magnitudes. They suggest that multi-disci- andthat aftershocks ofthe inducedearthquakesobey plinary studies with seismic, geodetic, tectonic, and GR scaling as well. tsunami generation are needed to improve tsunami We thank the contributors to this and previous hazard evaluation in this region. Z. L. Wu et al. topical volumes, especially the authors, reviewers, summarize the approach in China since the last 1.5 Birkhauser personnel to make this topical volume decade of using apparent stress for time-dependent happen. We would like to thank Dr. Renata seismic hazard assessment orearthquake forecasting. Dmowska, the Editor-in-Chief, for Topical Issues of The research results show that this approach, seem- PAGEOPH, for her support and patience during the ingly uniquely carried out on a large scale in editing process. Special thanks to Prof. X. C. Yin’s mainland China, provides the earthquake catalogues contributiontoACESfornearly20 years.Finally,we for the predictive analysis of seismicity with an would like to acknowledge our sponsors of the 9th additional degree of freedom, deserving a systematic ACES workshop, the China Earthquake Administra- review and reflection. H. Z. Yu et al. use a combi- tion,theMinistryofScienceandTechnology,andthe nation of spatial and temporal earthquake forecast Ministry of Finance of the People’s Republic of methods and suggest that using this ensemble of China. The China Earthquake Networks Center hos- methodsmayhelpimproveshorttointermediateterm tedtheACESworkshoptogetherwiththeInstituteof forecasts. S. F. Zhang et al. investigate methods to Earthquake Science, the China Earthquake 3 Reprinted from the journal Y.Zhangetal. PureAppl.Geophys. Administration, the Sichuan Earthquake Administra- Fukuyama,E.,Rundle,J.B.&Tiampo,K.F.(Eds.)(2013),Earth- tion, the Computer Network Information Center, the quakehazardevaluation.PureandAppliedGeophysics,170(1/ 2),560pp.(Springer,Basel,2013). Chinese Academy of Sciences, and the State Key Matsu’ura,M.,Mora,P.,Donnellan,A.&Yin,X-C.(Eds.)(2002), Laboratory of Nonlinear Mechanics, Institute of Earthquakeprocesses:physicalmodelling,numericalsimulation, Mechanics, Chinese Academy of Sciences. and data analysis, part I and II. Pure and Applied Geophysics, 159(9/10),(Birkhauser,2002). Mora, P., Matsu’ura, M., Madariaga, R. & Minster, J-B. (Eds.) (2000), Microscopic and macroscopic simulation: towards pre- dictive modelling of the earthquake process. Pure and Applied REFERENCES Geophysics,157(11/12),(BirkhauserVerlag,2001). Yin, X.-C., Mora. P., Donnellan, A. & Matsu’ura, M. (Eds.). Donnellan,A.,Mora,P.,Matsu’uraM.&Yin,X.-C.(Eds.).(2004). (2006).Computationalearthquakephysics:simulations,analysis Computational earthquake science, part I and II. Pure and and infrastructure, part I andII. Pure and AppliedGeophysics, AppliedGeophysics,161(9/10&11/12),(Birkhauser,2004). 163(9&11–12)(Birkhauser,2006and2007). Donnellan, A., Williams, C. & Pierce, M. (2015). Multihazard simulation and cyberinfrastructure. Pure and Applied Geo- physics,172(8),2083–2085.doi:10.1007/s00024-015-1074-1. (Publishedonline June1,2017) Reprinted from the journal 4

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This is the first of two volumes devoted to earthquakes and multi-hazards around the Pacific Rim. The circum-Pacific seismic belt is home to roughly 80% of the world’s largest earthquakes, making it the ideal location for investigating earthquakes and related hazards such as tsunamis and landslide
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