time dependent estimates of the velocity gradient tensor field for transient detection

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Time Dependent Estimates of the Velocity Gradient Tensor Field for Transient Detection William Holt, Gina Shcherbenko, Eric Caruso, Yu Chen Acknowledgements: We thank SCEC for funding support

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Time Dependent Estimates of the Velocity Gradient Tensor Field for Transient Detection. William Holt , Gina Shcherbenko, Eric Caruso, Yu Chen Acknowledgements: We thank SCEC for funding support. 0.1° x 0.1° Grid. Rigid Pacific Plate. - PowerPoint PPT Presentation

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Page 1: Time Dependent Estimates of the Velocity Gradient Tensor Field for Transient Detection

Time Dependent Estimates of the Velocity Gradient Tensor Field for Transient Detection

William Holt, Gina Shcherbenko, Eric Caruso, Yu Chen

Acknowledgements: We thank SCEC for funding support

Page 2: Time Dependent Estimates of the Velocity Gradient Tensor Field for Transient Detection

0.1° x 0.1° Grid

Rigid Pacific Plate

Page 3: Time Dependent Estimates of the Velocity Gradient Tensor Field for Transient Detection

Model magnitude of shear strain rates (pure SS style)(SCEC4.0 Velocity field)

Page 4: Time Dependent Estimates of the Velocity Gradient Tensor Field for Transient Detection

Smoothing or Damping• Maximize signal associated with GPS

• Achieve Reduced Chi-Squared misfit between model displacement and observed displacement of ~1.0 for all epochs

χ = ( ˙ e ij )ij,kl

∑cells

∑T

Vij,kl−1( ˙ e kl )+ (vi − v i

obs )T Vi, j−1(v j − v j

obs )i, j

∑knots

Haines, Jackson, Holt, Agnew [1998]

Beavan and Haines [2001]

Page 5: Time Dependent Estimates of the Velocity Gradient Tensor Field for Transient Detection

Time Series from SCEC IVc

WNRA – Phase 4c

4th order polynomial fit with annual and semi-annual terms

Annual and semi-annual removed

Red = 15 day moving average filter

Green = 4th order polynomial

Page 6: Time Dependent Estimates of the Velocity Gradient Tensor Field for Transient Detection

Output 2 week epoch solutions of displacement

2 Week Displacements

Subtract out ‘master solution’ to estimate signal only from transients

-For real data we used SCEC4.0 solution as a master solution-For other groups in the SCEC exercise we used time averaged solution (2007 – 2009).5 mm

Page 7: Time Dependent Estimates of the Velocity Gradient Tensor Field for Transient Detection

Output 2 week epoch solutions of displacement

2 Week Displacements

Subtract out ‘master solution’ to estimate signal only from transients

-For real data we used SCEC4.0 solution as a master solution-For other groups in the SCEC exercise we used time averaged solution (2007 – 2009).

Residual Displacements

Phase IVa5 mm 5 mm

Page 8: Time Dependent Estimates of the Velocity Gradient Tensor Field for Transient Detection

What Triggers Selection of Potential Transients?

• Accelerations

• Finite Strain

• Analysis of finite strain tensor and displacement vector fields

• Does signal look tectonic?

d

dtδE( )

δE∫

Page 9: Time Dependent Estimates of the Velocity Gradient Tensor Field for Transient Detection

Phase IVa

Residual displacements reference solution subtracted out

Page 10: Time Dependent Estimates of the Velocity Gradient Tensor Field for Transient Detection

Finite Displacements + Strain (principal axes) Phase IVa

Page 11: Time Dependent Estimates of the Velocity Gradient Tensor Field for Transient Detection

Phase IVb

Residual displacements reference solution subtracted out

Page 12: Time Dependent Estimates of the Velocity Gradient Tensor Field for Transient Detection

Phase IVb Finite Displacements + Strain (principal axes)

Page 13: Time Dependent Estimates of the Velocity Gradient Tensor Field for Transient Detection

Phase IVc

Residual displacements reference solution subtracted out

Page 14: Time Dependent Estimates of the Velocity Gradient Tensor Field for Transient Detection

Finite Displacements + Finite Strain (Principal Axes) Phase IVc

Page 15: Time Dependent Estimates of the Velocity Gradient Tensor Field for Transient Detection

Summary of results from Phase IV• The modeling of displacements with

reference field removed captures spatial and temporal magnitudes of transients

• Method can be automated

Page 16: Time Dependent Estimates of the Velocity Gradient Tensor Field for Transient Detection

Analysis of PBO Data from 2010.35 – 2011.25• El Mayor-Cucapah post-seismic

motions and strains– Non-steady state motions with periods of

apparent increasing and decreasing strain

• High frequency strain changes in LA Basin region

Page 17: Time Dependent Estimates of the Velocity Gradient Tensor Field for Transient Detection

Finite Strain (Dilatations) + displacements: PBO Data 2010.35 – 2011.25

See poster B-143

Page 18: Time Dependent Estimates of the Velocity Gradient Tensor Field for Transient Detection

Residual displacements show rapid spatially correlated changes in LA region

2010.35