TDEFNODE Modeling block motions, fault locking, strain rates, transients Use GPS velocities, displacements, time series, earthquake slip vectors, fault slip rates, InSAR 1 Acknowledgments Funding: NSF, NASA, USGS, GNS Science Routines: Chuck DeMets, Charles Williams, Steve Roecker, Bob King, W. Randolph Franklin, Dave Hollinger, Numerical Recipes Debuggers: Dave Hollinger, Larry Baker Guinea pigs (beta testers): Suzette Payne, Linette Prawirodirdjo, Laura Wallace, Zhang Zhuqi, and others 2 Download ppt, web page, source, two examples % ftp chandler.mit.edu Login mitg, no pwd cd incoming/workshop_miami mget td*1117* 3 • Defnode - modeling steady motions only, use linear velocities • Tdefnode - includes time-dependent motions and uses time series; data are time-sensitive 4 Motivation • Velocity fields are superposition of multiple signals; rotations, strain rates, noise • Time series showing strong nonlinear (transient) effects 5 Not as scary as GAMIT 6 Large-scale rotation with subduction locking superimposed Field through mid 2009 7 -0.15 deg/Myr Calculate uniform strain and rotation rates in regions Figure has block rotations removed from vectors -0.39 deg/Myr QuickTime™ and a decompressor are needed to see this picture. -0.25 deg/Myr -0.06 deg/Myr Courtesy of S. Payne 8 Non-linearity of time series is a major challenge. 2004 quake millimeters Steady velocity Afterslip 2005 quake Afterslip from both events East component of continuous GPS site SAMP The Sumatra quakes of 2004 and 2005, with afterslip 9 Data from PANGA QuickTime™ and a decompressor are needed to see this picture. QuickTime™ and a decompressor are needed to see this picture. Block model can be used in non-steady state settings to separate kinemtics from transients. In some cases the inter-event velocities are clear - short transients separated by long inter-event times. QuickTime™ and a decompressor are needed to see this picture. QuickTime™ and a decompressor are needed to see this picture. 10 From McCaffrey 2009 GRL Data from GNS Science In other cases, it is difficult to see the steady site velocity through the transients. Block models help by taking advantage of the spatial correlation among nearby sites QuickTime™ and a decompressor are needed to see this picture. Long-term velocity? QuickTime™ and a decompressor are needed to see this picture. Data from GNS Science 11 Parkfield quake TBLP QuickTime™ and a decompressor are needed to see this picture. QuickTime™ and a decompressor are needed to see this picture. P566 QuickTime™ and a decompressor are needed to see this picture. Inter-event velocities are not independent Data from PBO 12 Modeling estimated co-seismic offsets 2002 2009 13 Papua time series Occurrence of earthquakes results in non-linear GPS time series. We model the time series as a combination of the linear trend (kinematics) plus the steps from quakes. 14 Block model from inversion of GPS time series Mountain building comprises only ~10% of the action Strike-slip ~10 mm/yr Oblique ~11 mm/yr Thrusting ~17 mm/yr 15 Yellowstone QuickTime™ and a decompressor are needed to see this picture. 16 InSAR (M. Aly) QuickTime™ and a decompressor are needed to see this picture. 17 Time series with sinusoidal term InSAR data may overlap or have gaps in time 18 Multiple sill-like sources each with own time history QuickTime™ and a decompressor are needed to see this picture. 19 Complex GPS time series QuickTime™ and a decompressor are needed to see this picture. Invert simultaneously with InSAR 20 QuickTime™ and a decompressor are needed to see this picture. 21 Deformation analysis Velocity field V(x,y) = [ Vx(x,y), Vy(x,y) ] Solve for deformation gradient tensor: dVx/dx dVx/dy dVy/dx dVy/dy Where: Vx = x dVx/dx + y dVx/dy + Cx Vy = x dVy/dx + y dVy/dy + Cy 22 The strain rate tensor is: dVx/dx ½ (dVx/dy + dVy/dx) ½ (dVx/dy + dVy/dx) dVy/dy The vertical axis rotation rate is: ½ ( dVx/dy – dVy/dx ) This is done here in Cartesian coordinates (x,y) but can be done in spherical coordinates as well. TDEFNODE uses shperical coordinates (Savage). 23 QuickTime™ and a decompressor are needed to see this picture. 24 QuickTime™ and a decompressor are needed to see this picture. Rotation rates QuickTime™ and a decompressor are needed to see this picture. Strain rates Not computed with TDEFNODE; but Program is available. 25 Blocks • Closed polygons on surface of Earth • Each characterized by angular velocity, uniform strain rate • Bounded by faults, or pseudo-faults 26 Faults • Surfaces dipping into the Earth described by nodes • Separate blocks in three dimensions • Coincide with block boundaries at surface • Slip according to relative velocities of blocks • Have locking or not • Can have transients 27 Transients • Spatial and time dependence types are specified • Many types can be modeled - quakes, after-slip, slow-slip, volcanic • Superimposed on long-term linear velocities 28 Data • • • • • • • GPS velocities (East, North, Up) GPS displacements (E, N, U) GPS time series (E, N, U) InSAR interferograms Fault slip rates or directions Earthquake slip vectors Uplift rates or displacements (tidegauge, coral, etc.) 29 GPS velocity vectors and uplift rates Vk(X) = [ RG X ]k + [ RB X ]k + ekk DXk + ekl DXl + j=1,2 i=1,N [- HF Qi ]j i Gjk (X, Xi) X is the position of the surface observation point, k represents the velocity component (x, y, or z), RB is the angular velocity of the block containing the observation point relative to the reference frame, RG is the angular velocity of the GPS velocity solution containing the observation point relative to the reference frame, e is the horizontal strain rate tensor (DX is the offset from strain rate origin) HF is the Euler pole of the footwall block of fault relative to the hangingwall block, N is the number of nodes along the fault, Qi is the position of node i, i is the coupling fraction at node i, Gjk (X, Qi) is the kth component of the response function giving the velocity at X due to a unit velocity along fault at Qi in the jth direction on fault plane (downdip or along strike) 30 Other data types Tilt rates: T(X) = [ Vz(X+DX) - Vz(X - DX) ] / (2 DX ) (X is at the mid-point of the leveling line and DX is the offset from the mid-point to the ends) Slip vector and transform fault azimuths: A(X) = arctan{[( HR - FR ) X]x / [( HR - FR ) X]y } Geologically estimated fault slip rates or spreading rates: R(X) = | ( HR - FR ) X | 31 Compiling • TDEFNODE is written in fortran and has one C program to link • Edit tdefcom1.h - set dimensions of arrays • Edit tdefiles.h - set filenames for earthquakes and volcanoes to be included in profile lines • Edit Makefile provided, put in your compiler names and flags • gcc and gfortran work fine • Put the executable file ‘tdefnode’ in your path. 32 Control file • All input information (except data files) are put in a file that the program reads at startup • Each line has a 2-character key that signifies its purpose • Key characters are in first two columns, followed by a colon : • Order of lines does not matter 33 Models • Model names are specified by MO: option and are 4-characters long • The Control file can have multiple models using the MO: - EM: structure • The model to run is selected in the command line: % defnode control_file model 34 Building the Blocks Two options 1. Define all block outlines and faults separately 2. Program builds blocks from faults 35 Method 1. Define Blocks and Faults Fault Block Use BL: to outline block; FA: to describe fault 36 QuickTime™ and a decompressor are needed to see this picture. Block boundaries are determined by seismicity, faulting, strain rates, … (reviewers always ask for justification of block boundaries). 37 Fault segment QuickTime™ and a decompressor are needed to see this picture. Block outline QuickTime™ and a decompressor are needed to see this picture. • The block outline has the surface nodes and must coincide exactly with the fault surface nodes. • Not every edge of block has to be a defined fault. • But every fault must fall on a block edge. 38 Faults - defined by nodes QuickTime™ and a decompressor are needed to see this picture. Nodes are in an irregular grid. Confined to depth contours. Designated by (longitude, latitude, depth). Subsurface nodes can be generated by program. 39 Representation of fault slip • • • • Pyramidical Bilinear Nodes are specified along depth contours of fault Slip at each node is jV, where j ranges from 0 to 1 and V is taken from poles Area between nodes is broken into small patches Surface deformation for each patch is determined and summed Response (Green’s) functions are determined by putting unit velocity at one node and zero at all other nodes, then calculating the surface velocities by integration. 40 Half-space dislocation model (HSDM) to calculate surface deformation due to fault locking and slip events 41 Velocities from elastic strain rates arising from fault locking Use back-slip method to compute elastic deformation around locked fault. surface Locked fault Free slipping Integrate over fault using small patches, can represent non-planar fault and nonuniform locking 42 Angular velocities - AV (Euler poles) • Each block has an AV assigned • Multiple blocks can have same AV, in which case there is no fault between them • Long-term linear velocity V of each point in block is V = x r • AVs can be fixed or adjusted in inversion • Entered as Cartesian or Spherical coords, always units of ‘degrees per Million years’ and right-hand rule • PO: option to input AV • BP:, BC: options assign AV to blocks • PI: option to adjust AV in inversion 43 Strain Rate Tensors (SRT) • Each block may have uniform SRT assigned (optional) • May arise due to small faults within block (anelastic, permanent deformation) • Multiple blocks can have same SRT (use common origin) • Long-term linear velocity V of each point in block is relative to specified origin • SRTs can be fixed or adjusted in inversion • Entered as nanostrain per year (10-9 / year) • Described by 3 components Exx, Eyy, Exy • ST: option to input SRT and origin • BP: or BC: option to assign SRT to blocks • SI: option to adjust SRT in inversion 44 Strain Rate Velocities Point (j, ) Origin (jo, o) Block QuickTime™ and a decompressor are needed to see this picture. 45 Assign AV and SRT to Blocks Block Blk1 Blk3 Blk2 QuickTime™ and a decompressor are needed to see this picture. 46 Method 2. Define Faults, Build blocks Fault (extends to depth, can be locked) Pseudo-fault (surface boundary, free-slip) Block Set flag +mkb FA: to describe faults BC: to identify blocks 47 Region is divided into ‘blocks’, contiguous areas that are thought to rotate rigidly. The relative long-term slip vectors on the faults are determined from rotation poles. Each block rotates about a pole. Back-slip is applied at each fault to get surface velocities due to locking. Velocities due to fault locking are added to rotations to get full velocity field. The rotating blocks are separated by dipping faults. 48 The strain rate tensor near a locked fault represents a spatial transition from the velocity of one block to the velocity of the other. In other words, a locked fault allows one block to communicate information about its motion into an adjacent block. 49 Rotate velocity fields (or time series) into common reference frame. Specify reference frame block with RE: option Velocity fields are rotated to minimize velocities of sites on that block. GI: option - list fields to be rotated Does not require all velocity fields to have sites on reference block, since all velocity fields must agree on all blocks. 50 Total long-term (linear) velocities are the sum of the 4 terms: • Velocity field rotation • Block rotation • Anelastic strain rate within block • Elastic strain rates from fault locking 51 Examples • Update tdefnode - td_1116.zip • Oregon - oregon_example.zip • Costa Rica - cr_example.zip 52 Sample control file: QuickTime™ and a decompressor are needed to see this picture. QuickTime™ and a decompressor are needed to see this picture. 53 Run 1 - get poles and strain rates QuickTime™ and a decompressor are needed to see this picture. QuickTime™ and a decompressor are needed to see this picture. 54 Run 2: use PBO field, rotate into PNW field reference frame QuickTime™ and a decompressor are needed to see this picture. QuickTime™ and a decompressor are needed to see this picture. 55 QuickTime™ and a decompressor are needed to see this picture. Run 3: Multiple fields; strain rates, rotation rates and reference frames. QuickTime™ and a decompressor are needed to see this picture. 56 Reference frame adjustments for PNW1 and PBO. QuickTime™ and a decompressor are needed to see this picture. 57 Models - a particular set of input parameters, designated by 4-char name. Multiple models can be in a single control file. --- Model input These lines pertain for mod1, mod2, and mod3 --- First mo signals start of MO: - EM: structure mo: mod1 mod2 These line pertain to mod1 and mod2 mo: mod1 These lines pertain to mod1 only mo: mod2 These lines pertain to mod2 only mo: mod3 These lines pertain to mod3 only em: end of models These lines pertain to mod1, mod2, and mod3 en: end of input 58 -- Fault input, blocks from faults -- If making blocks from faults, (+mkb flag) make pseudo-faults from remaining borders. They will be free-slip boundaries. FA: for fault segments -- For Fault1, it dips to east so start in south Fa: Blk1_bndry 2 4 1 Blk1 Blk1 1 0 0 0.0 -90.0 30.0 -80.0 30.0 -80.0 40.0 -90.0 40.0 Fa: Fault1 1 2 3 Blk2 Blk1 1 0 0 0.0 -90.0 30.0 -90.0 40.0 Zd: 5 89 Zd: 10 89 -100, 40 -90, 40 -80, 40 -- Give interior point of block to identify it, and specify pole and strain tensor for each Blk2 Blk1 BC: Blk1 -95.0 35.0 1 0 BC: Blk2 -85.0 35.0 2 0 Fault1 -100, 30 -90, 30 Fa: Blk2_bndry 3 4 1 Blk2 Blk2 1 0 0 0.0 -90.0 30.0 -100.0 30.0 -100.0 40.0 -90.0 40.0 -80, 30 All segments must end at another segment or 59 an error occurs. --- Block and Fault input If inputting blocks, make polygon of borders of blocks. They will be free-slip boundaries. BL: for closed blocks FA: for fault segments For Fault1, it dips to east so start in south BL: Blk1 1 0 4 -90.0 30.0 -80.0 30.0 -80.0 40.0 -90.0 40.0 Fa: Fault1 1 2 3 Blk2 Blk1 1 0 0 0.0 -90.0 30.0 -90.0 40.0 Zd: 5 89 Zd: 10 89 -100, 40 -90, 40 -80, 40 BL: Blk2 2 0 4 -90.0 30.0 -100.0 30.0 -100.0 40.0 -90.0 40.0 -- BP: is alternative way to specify poles and strain tensors BP: Blk1 1 0 BP: Blk2 2 0 Blk2 Blk1 Fault1 -100, 30 -90, 30 -80, 30 All block and fault points must coincide or an error occurs. 60 Nodes - slip or locking on nodes can be represented in several ways Locking parameter is (x,z) or (x,w) Independent nodes with or without smoothing; decreases down-dip; or is specified function of z -Boxcar -Gaussian -Exponential V is specified function of x,z - 2D Gaussian - Uniform Polygon x z, w 61 The fault below has 6 surface nodes and 5 downdip for a total of 30. For independent nodes (fault type FT: 0 or 1) we specify the interdependence of the nodes (NN:) and their starting values (NV:). z V FT: 1 0 NNg: 1 6 1 1 2 2 1 1 2 2 4 4 5 5 4 4 5 5 0 0 0 0 NV: 1 5 3 3 6 6 0 3 3 6 6 0 x 1.0 1.0 1.0 0.8 0.8 0.8 x z, w 62 The fault below has 6 surface nodes, so 6 downdip ‘profiles’. For each one the function (z) can have different parameters. For example the function may be: QuickTime™ and a decompressor are needed to see this picture. V # DD Prof 1 2 3 4 5 6 FT: 1 2 1 1 1 PN: 1 1 1 2 2 3 3 PV: 1 3 5.0 5.0 5.0 5.0 5.0 5.0 zu 15.0 15.0 15.0 x zl z, w 63 QuickTime™ and a decompressor are needed to see this picture. Downdip function 2 for variable , Zu = 6 Zl = 59 km 64 Types of downdip (1D) functions: Exponential (Type 2) Boxcar (Type 3) Gaussian (Type 4) Types of 2D functions: Gaussian (Type 6) Boxcar (Type 7) Irregular polygon (Type 8) Types of off-fault functions (not on block boundary) Planar shear slip (Type 9) Mogi (Type 10) Planar expansion crack (Type 11) 65 Interseismic; I recommend locking the updip edge and forcing monotonic decrease in locking downdip QuickTime™ and a decompressor are needed to see this picture. 66 Approximating ‘locking depth’; using downdip boxcar (FT: 3) fixing upper depth (0 km) and locking amplitude (1); solve for lower depth x Locked nodes z, w Unlocked nodes # locking depth approx. FT: 1 3 0 0 1 PN: 1 1 1 2 2 3 PV: 1 3 1.0 1.0 1.0 0.0 0.0 0.0 15.0 15.0 15.0 67