The SCEC Geodetic Transient‐Detection Validation Exercise

Online Material: Synthetic datasets, the parameters used to generate them, and MATLAB scripts for parsing data provided through the testing center described in the text. Over the past decade the number and size of continuously operating Global Positioning System (GPS) networks has grown substantially worldwide. A steadily increasing volume of freely available GPS measurements, combined with the application of new approaches for mining these data for signals of interest, has led to the identification of a large and diverse collection of time‐varying Earth processes. One phenomenon that has been observed is transient fault slip (also termed slow slip events or silent earthquakes) occurring over time spans of days to years (e.g., Linde et al. , 1996; Hirose et al. , 1999; Dragert et al. , 2001; Miller et al. , 2002; Kostoglodov et al. , 2003; Douglas et al. , 2005; Shelly et al. , 2006; Ide et al. , 2007; Lohman and McGuire, 2007; Schwartz and Rokosky, 2007; Szeliga et al. , 2008). Such events have been widely observed in subduction zones but are also found in other tectonic settings (Linde et al. , 1996; Cervelli et al. , 2002; Murray and Segall, 2005; Lohman and McGuire, 2007; Montgomery‐Brown et al. , 2009; Shelly, 2010; and references therein). Although retrospective study of slow‐slip events using geodetic observations is driving the formulation of new models for fault‐zone behavior and constitutive laws (e.g., Lapusta et al. , 2000; Liu and Rice, 2007; Lapusta and Liu, 2009; Segall and Bradley, 2012a), much of the research on near‐real‐time detection and characterization of anomalous behaviors along fault zones has focused solely on the use of seismic tremor (e.g., Rogers and Dragert, 2003; Shelly et al. , 2006; Ito et al. , 2007). The characteristics of transient slip …

[1]  A. Gabrielov,et al.  Multiscale Trend Analysis , 2004 .

[2]  Kelin Wang,et al.  A Silent Slip Event on the Deeper Cascadia Subduction Interface , 2001, Science.

[3]  John Townend,et al.  Slow slip on the northern Hikurangi subduction interface, New Zealand , 2005 .

[4]  Paul Segall,et al.  Time dependent inversion of geodetic data , 1997 .

[5]  Yosihiko Ogata,et al.  Modeling seismic swarms triggered by aseismic transients , 2009 .

[6]  N. E. King,et al.  SCIGN; new Southern California GPS network advances the study of earthquakes , 2001 .

[7]  Thomas A. Herring,et al.  Transient signal detection using GPS measurements: Transient inflation at Akutan volcano, Alaska, during early 2008 , 2011 .

[8]  Paul Segall,et al.  Kilauea slow slip events: Identification, source inversions, and relation to seismicity , 2009 .

[9]  Mitiyasu Ohnaka,et al.  Characteristic features of local breakdown near a crack-tip in the transition zone from nucleation to unstable rupture during stick-slip shear failure , 1990 .

[10]  Paul Segall,et al.  Network strain filter: A new tool for monitoring and detecting transient deformation signals in GPS arrays , 2004 .

[11]  Paul Segall,et al.  Spatiotemporal evolution of a transient slip event on the San Andreas fault near Parkfield, California , 2005 .

[12]  Göran Ekström,et al.  The global CMT project 2004–2010: Centroid-moment tensors for 13,017 earthquakes , 2012 .

[13]  E. Roeloffs EVIDENCE FOR ASEISMIC DEFORMATION RATE CHANGES PRIOR TO EARTHQUAKES , 2006 .

[14]  Paul Segall,et al.  Sudden aseismic fault slip on the south flank of Kilauea volcano , 2001, Nature.

[15]  W. Szeliga,et al.  GPS constraints on 34 slow slip events within the Cascadia subduction zone, 1997–2005 , 2008 .

[16]  M. Johnston,et al.  Extension of Gutenberg‐Richter distribution to MW −1.3, no lower limit in sight , 2009 .

[17]  A. Pitarka,et al.  The SCEC/USGS Dynamic Earthquake Rupture Code Verification Exercise , 2012 .

[18]  S. Miyazaki,et al.  A slow thrust slip event following the two 1996 Hyuganada Earthquakes beneath the Bungo Channel, southwest Japan , 1999 .

[19]  Thomas A. Herring,et al.  Testing Kalman Smoothing/PCA Transient Signal Detection Using Synthetic Data , 2013 .

[20]  D. Schorlemmer,et al.  Testing earthquake source inversion methodologies , 2011 .

[21]  S. Schwartz,et al.  Slow slip events and seismic tremor at circum‐Pacific subduction zones , 2007 .

[22]  Laura M. Wallace,et al.  Simultaneous long‐term and short‐term slow slip events at the Hikurangi subduction margin, New Zealand: Implications for processes that control slow slip event occurrence, duration, and migration , 2012 .

[23]  W. Ellsworth,et al.  Source Scaling Relationships of Microearthquakes at Parkfield, CA, Determined Using the SAFOD Pilot Hole Seismic Array , 2013 .

[24]  Jacopo Taddeucci,et al.  Experimental observation of stick‐slip instability fronts , 2010 .

[25]  Rowena B. Lohman,et al.  Earthquake swarms driven by aseismic creep in the Salton Trough, California , 2007 .

[26]  Kristine M. Larson,et al.  A large silent earthquake in the Guerrero seismic gap, Mexico , 2003 .

[27]  Thomas H. Jordan,et al.  Operational Earthquake Forecasting: Some Thoughts on Why and How , 2010 .

[28]  G. Beroza,et al.  A scaling law for slow earthquakes , 2007, Nature.

[29]  Duncan Carr Agnew Realistic Simulations of Geodetic Network Data: The Fakenet Package , 2013 .

[30]  Alan T. Linde,et al.  A slow earthquake sequence on the San Andreas fault , 1996, Nature.

[31]  S. Sekine,et al.  Slow Earthquakes Coincident with Episodic Tremors and Slow Slip Events , 2007, Science.

[32]  W. Holt,et al.  Toward a Continuous Monitoring of the Horizontal Displacement Gradient Tensor Field in Southern California Using cGPS Observations from Plate Boundary Observatory (PBO) , 2013 .

[33]  G. Beroza,et al.  Low-frequency earthquakes in Shikoku, Japan, and their relationship to episodic tremor and slip , 2006, Nature.

[34]  David R. Shelly,et al.  Migrating tremors illuminate complex deformation beneath the seismogenic San Andreas fault , 2010, Nature.

[35]  J. Rice,et al.  Elastodynamic analysis for slow tectonic loading with spontaneous rupture episodes on faults with rate‐ and state‐dependent friction , 2000 .

[36]  Tomoyuki Higuchi,et al.  Geodetic inversion for space–time distribution of fault slip with time-varying smoothing regularization , 2008 .

[37]  James H. Dieterich,et al.  Effects of physical fault properties on frictional instabilities produced on simulated faults , 1984 .

[38]  Philip J. Maechling,et al.  The Collaboratory for the Study of Earthquake Predictability perspective on computational earthquake science , 2010 .

[39]  N. Lapusta,et al.  Three‐dimensional boundary integral modeling of spontaneous earthquake sequences and aseismic slip , 2009 .

[40]  Yehuda Bock,et al.  Statistical Approaches to Detecting Transient Signals in GPS: Results from the 2009–2011 Transient Detection Exercise , 2013 .

[41]  John Langbein,et al.  Noise in two‐color electronic distance meter measurements revisited , 2004 .

[42]  Yehuda Bock,et al.  Spatiotemporal filtering using principal component analysis and Karhunen-Loeve expansion approaches for regional GPS network analysis , 2006 .

[43]  James H. Dieterich,et al.  Preseismic fault slip and earthquake prediction , 1978 .

[44]  Carl Tape,et al.  Multiscale estimation of GPS velocity fields , 2008 .

[45]  H. Suito,et al.  Occurrence of quasi-periodic slow-slip off the east coast of the Boso peninsula, Central Japan , 2007 .

[46]  G. Dresen,et al.  Source Parameters of Picoseismicity Recorded at Mponeng Deep Gold Mine, South Africa: Implications for Scaling Relations , 2011 .

[47]  A. Bradley,et al.  The Role of Thermal Pressurization and Dilatancy in Controlling the Rate of Fault Slip , 2012 .

[48]  Tim Melbourne,et al.  Periodic Slow Earthquakes from the Cascadia Subduction Zone , 2002, Science.

[49]  N. Browning,et al.  Earthquakes triggered by silent slip events on Kīlauea volcano, Hawaii , 2006, Nature.

[50]  H. Dragert,et al.  Episodic Tremor and Slip on the Cascadia Subduction Zone: The Chatter of Silent Slip , 2003, Science.

[51]  A. Bradley,et al.  Slow‐slip evolves into megathrust earthquakes in 2D numerical simulations , 2012 .

[52]  Edward H. Field,et al.  Overview of the Working Group for the Development of Regional Earthquake Likelihood Models (RELM) , 2005 .

[53]  J. Rice,et al.  Spontaneous and triggered aseismic deformation transients in a subduction fault model , 2007 .