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Tomography with surface waves from ambient noise SPP short course Emanuel Kästle

Tomography with surface waves from ambient noise€¦ · SPP short course FU Berlin [email protected] 25 Surface waves are best suited to get the volume averaged shear-velocity

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Page 1: Tomography with surface waves from ambient noise€¦ · SPP short course FU Berlin emanuel.kaestle@upmc.fr 25 Surface waves are best suited to get the volume averaged shear-velocity

Tomography with surface waves from ambient noise

SPP short course

Emanuel Kästle

Page 2: Tomography with surface waves from ambient noise€¦ · SPP short course FU Berlin emanuel.kaestle@upmc.fr 25 Surface waves are best suited to get the volume averaged shear-velocity

SPP short course FU Berlin [email protected] 2

Introduction

Modified from Schmid et al. (2017). Vp isolines from Diehl et al. (2009).

Ivrea body

W E

Geologic cross section and Vp velocities from local earthquake tomography

Cross section through the western Alps

Page 3: Tomography with surface waves from ambient noise€¦ · SPP short course FU Berlin emanuel.kaestle@upmc.fr 25 Surface waves are best suited to get the volume averaged shear-velocity

SPP short course FU Berlin [email protected] 3

Introduction

Hua et al. (2017). From teleseismic P-wave tomography.

Zhao et al. (2016). From teleseismic P-wave tomography.

Geodynamic interpretations of Alpine subduction zone

Page 4: Tomography with surface waves from ambient noise€¦ · SPP short course FU Berlin emanuel.kaestle@upmc.fr 25 Surface waves are best suited to get the volume averaged shear-velocity

SPP short course FU Berlin [email protected] 4

Understanding the differences in tomographic models

Kästle et al. (accepted) Zhao et al. (2016)

Hua et al. (2017)Legendre et al. (2012)

Surface-wave models

Ambient noise model

Page 5: Tomography with surface waves from ambient noise€¦ · SPP short course FU Berlin emanuel.kaestle@upmc.fr 25 Surface waves are best suited to get the volume averaged shear-velocity

SPP short course FU Berlin [email protected] 5

● Data type

● Data coverage

● Data preparation

● Data error

● Parameterization

● Inversion method

● Smoothing/damping

● Methodological approximations

● Physical properties

● …

The result of a tomographic model depends on many parameters/user choices

Page 6: Tomography with surface waves from ambient noise€¦ · SPP short course FU Berlin emanuel.kaestle@upmc.fr 25 Surface waves are best suited to get the volume averaged shear-velocity

● Introduction

● Surface-wave tomography● Ambient noise measurements

● Creation of a tomographic model

● Depth-sensitivity kernels

● Application example

● Conclusion

Page 7: Tomography with surface waves from ambient noise€¦ · SPP short course FU Berlin emanuel.kaestle@upmc.fr 25 Surface waves are best suited to get the volume averaged shear-velocity

SPP short course FU Berlin [email protected] 7

Ambient Noise

Noise source intensity in northern summer

Noise source intensity in northern winter

Hillers et al. (2008)

→ Surface waves in the Earth are generated permanently by ocean waves and are part of the ambient noise wavefield.

Page 8: Tomography with surface waves from ambient noise€¦ · SPP short course FU Berlin emanuel.kaestle@upmc.fr 25 Surface waves are best suited to get the volume averaged shear-velocity

SPP short course FU Berlin [email protected] 8

From raw data to a tomographic model

Pairwise correlation gives structural information (phase velocity).

Phase-velocity maps are created.

60s

30s

20s

10s

100km

50km

10km

30km

Depth structure can be obtained.

3D shear-velocity model.

Page 9: Tomography with surface waves from ambient noise€¦ · SPP short course FU Berlin emanuel.kaestle@upmc.fr 25 Surface waves are best suited to get the volume averaged shear-velocity

SPP short course FU Berlin [email protected] 9

From raw data to a tomographic model

Phase-velocity maps are created.

60s

30s

20s

10s

100km

50km

10km

30km

Depth structure can be obtained.

3D shear-velocity model.

Pairwise correlation gives structural information (phase velocity).

Page 10: Tomography with surface waves from ambient noise€¦ · SPP short course FU Berlin emanuel.kaestle@upmc.fr 25 Surface waves are best suited to get the volume averaged shear-velocity

SPP short course FU Berlin [email protected] 10

From raw data to a tomographic model

Phase-velocity maps are created.

60s

30s

20s

10s

100km

50km

10km

30km

Depth structure can be obtained.

3D shear-velocity model.

Pairwise correlation gives structural information (phase velocity).

Page 11: Tomography with surface waves from ambient noise€¦ · SPP short course FU Berlin emanuel.kaestle@upmc.fr 25 Surface waves are best suited to get the volume averaged shear-velocity

SPP short course FU Berlin [email protected] 11

From raw data to a tomographic model

100km

50km

10km

30km

Depth structure can be obtained.

3D shear-velocity model.

Pairwise correlation gives structural information (phase velocity).

Phase-velocity maps are created.

60s

30s

20s

10s

Page 12: Tomography with surface waves from ambient noise€¦ · SPP short course FU Berlin emanuel.kaestle@upmc.fr 25 Surface waves are best suited to get the volume averaged shear-velocity

SPP short course FU Berlin [email protected] 12

From raw data to a tomographic model

100km

50km

10km

30km

Depth structure can be obtained.

3D shear-velocity model.

Pairwise correlation gives structural information (phase velocity).

Phase-velocity maps are created.

60s

30s

20s

10s

Page 13: Tomography with surface waves from ambient noise€¦ · SPP short course FU Berlin emanuel.kaestle@upmc.fr 25 Surface waves are best suited to get the volume averaged shear-velocity

SPP short course FU Berlin [email protected] 13

From raw data to a tomographic model

Pairwise correlation gives structural information (phase velocity).

Phase-velocity maps are created.

60s

30s

20s

10s

100km

50km

10km

30km

Depth structure can be obtained.

3D shear-velocity model.Ambient noise Ambient noise

Other surface-wave methods

Other surface-wave methods

Page 14: Tomography with surface waves from ambient noise€¦ · SPP short course FU Berlin emanuel.kaestle@upmc.fr 25 Surface waves are best suited to get the volume averaged shear-velocity

SPP short course FU Berlin [email protected] 14

Sensitivity kernels

Page 15: Tomography with surface waves from ambient noise€¦ · SPP short course FU Berlin emanuel.kaestle@upmc.fr 25 Surface waves are best suited to get the volume averaged shear-velocity

SPP short course FU Berlin [email protected] 15

Problem: There are many alternative structural models that can explain this phase-velocity curve.

Sensitivity kernels

Page 16: Tomography with surface waves from ambient noise€¦ · SPP short course FU Berlin emanuel.kaestle@upmc.fr 25 Surface waves are best suited to get the volume averaged shear-velocity

SPP short course FU Berlin [email protected] 16

Stochastic model search (Monte Carlo methods)

Dispersion curve 1-D depth structure

How exact is the result of the model search?

Sensitivity kernels

Page 17: Tomography with surface waves from ambient noise€¦ · SPP short course FU Berlin emanuel.kaestle@upmc.fr 25 Surface waves are best suited to get the volume averaged shear-velocity

SPP short course FU Berlin [email protected] 17

Alternative 1-D models

Average model

Sensitivity kernels

Page 18: Tomography with surface waves from ambient noise€¦ · SPP short course FU Berlin emanuel.kaestle@upmc.fr 25 Surface waves are best suited to get the volume averaged shear-velocity

● Introduction

● Surface-wave tomography● Ambient noise measurements

● Creation of a tomographic model

● Depth-sensitivity kernels

● Application example

● Conclusion

Page 19: Tomography with surface waves from ambient noise€¦ · SPP short course FU Berlin emanuel.kaestle@upmc.fr 25 Surface waves are best suited to get the volume averaged shear-velocity

SPP short course FU Berlin [email protected] 19

Western Alps Po basin

IB: Ivrea body

EastWest

Cross-section through the western Alpine crust

Schmid et al. (2017)

Shear-velocity at 20 km depth.

Kästle et al. (accepted)

Kästle et al. (accepted)

Moho from Spada et al. (2013)

Application example

Page 20: Tomography with surface waves from ambient noise€¦ · SPP short course FU Berlin emanuel.kaestle@upmc.fr 25 Surface waves are best suited to get the volume averaged shear-velocity

SPP short course FU Berlin [email protected] 20

Western Alps Po basin

IB: Ivrea body

EastWest

Cross-section through the western Alpine crust

Schmid et al. (2017)

Kästle et al. (accepted)

Kästle et al. (accepted)

Moho from Spada et al. (2013)

High-velocity body in the crust

Application example

Page 21: Tomography with surface waves from ambient noise€¦ · SPP short course FU Berlin emanuel.kaestle@upmc.fr 25 Surface waves are best suited to get the volume averaged shear-velocity

SPP short course FU Berlin [email protected] 21

Kästle et al. (accepted)

CIFALPS profile

Zhao et al. (2015)

Alternative model from receiver functions

→ Very good agreement of the Moho depth between receiver functions and the surface-wave model.

Application example

Page 22: Tomography with surface waves from ambient noise€¦ · SPP short course FU Berlin emanuel.kaestle@upmc.fr 25 Surface waves are best suited to get the volume averaged shear-velocity

SPP short course FU Berlin [email protected] 22

Koulakov et al. (2009)

Subduction slabs under the central Alps and northern Apennines.

European slab

Adriatic slab

Kästle et al. (accepted)

Teleseismic body-wave tomograpy Surface-wave tomography

Application example

Page 23: Tomography with surface waves from ambient noise€¦ · SPP short course FU Berlin emanuel.kaestle@upmc.fr 25 Surface waves are best suited to get the volume averaged shear-velocity

SPP short course FU Berlin [email protected] 23

Alpine mantle structures

Zhao et al. (2016) Zhao et al. (2016)

Zhao et al. (2016) Zhao et al. (2016)

Own work Own work

Own workOwn work

Surface-wave model

Body-wave model

Combination of different models

Page 24: Tomography with surface waves from ambient noise€¦ · SPP short course FU Berlin emanuel.kaestle@upmc.fr 25 Surface waves are best suited to get the volume averaged shear-velocity

SPP short course FU Berlin [email protected] 24

Hua et al. (2017). Zhao et al. (2016).

Courtesy of Nicolas Bellahsen

Alpine mantle structures

Page 25: Tomography with surface waves from ambient noise€¦ · SPP short course FU Berlin emanuel.kaestle@upmc.fr 25 Surface waves are best suited to get the volume averaged shear-velocity

SPP short course FU Berlin [email protected] 25

● Surface waves are best suited to get the volume averaged shear-velocity structure.

● Data from ambient noise helps to constrain shallow (crustal) structures.

● Sensitivity kernels explain how well the medium can be resolved.

● The resolution of surface-wave models decreases with depth.

● The resolution changes also considerably with the complexity of the structures.

Conclusions

Page 26: Tomography with surface waves from ambient noise€¦ · SPP short course FU Berlin emanuel.kaestle@upmc.fr 25 Surface waves are best suited to get the volume averaged shear-velocity

SPP short course FU Berlin [email protected] 26

Page 27: Tomography with surface waves from ambient noise€¦ · SPP short course FU Berlin emanuel.kaestle@upmc.fr 25 Surface waves are best suited to get the volume averaged shear-velocity

SPP short course FU Berlin [email protected] 27

Page 28: Tomography with surface waves from ambient noise€¦ · SPP short course FU Berlin emanuel.kaestle@upmc.fr 25 Surface waves are best suited to get the volume averaged shear-velocity

SPP short course FU Berlin [email protected] 28

● Presentation shear velocity model– How is the model created what kind of data?

– Resolution checkerboard● Resolution vs. ray coverage● Uncertainty of data● Ray propagation model●

– Resolution 1D depth● Comparison between model and likelihood plot● Resolution below strong velocity contrast

– Comparison between mantle structures● Why can we see different depth extent?● What is the difference in resolution at different depth?●

Page 29: Tomography with surface waves from ambient noise€¦ · SPP short course FU Berlin emanuel.kaestle@upmc.fr 25 Surface waves are best suited to get the volume averaged shear-velocity

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Lateral resolutionCheckerboard test

Input model: 0.2° cells (~20 km)

Recovered phase-velocity map at 8s (shallow crust)

SHEAR-VELOCITY MODELResolution tests