What changes when we use ambient noise recorded by fiber ...What changes when we use ambient noise...

24
What changes when we use ambient noise recorded by fiber optics? Eileen Martin 1,2 , Nate Lindsey 3,2 , Biondo Biondi 3 , Jonathan Ajo-Franklin 4,2 , Tieyuan Zhu 5 1. Virginia Tech 2. Lawrence Berkley Lab 3. Stanford University 4. Rice University 5. Pennsylvania State University 1 © authors. All rights reserved. Part 1: If an array passively records a particular source, how should it look on different parts of the array? Part 2: For any pair of receivers in the array, what should their cross-correlations look like?

Transcript of What changes when we use ambient noise recorded by fiber ...What changes when we use ambient noise...

Page 1: What changes when we use ambient noise recorded by fiber ...What changes when we use ambient noise recorded by fiber optics? Eileen Martin1,2, Nate Lindsey3,2, Biondo Biondi3, Jonathan

What changes when we use ambient noise recorded by fiber optics?

Eileen Martin1,2, Nate Lindsey3,2, Biondo Biondi3, Jonathan Ajo-Franklin4,2, Tieyuan Zhu5

1. Virginia Tech 2. Lawrence Berkley Lab 3. Stanford University 4. Rice University 5. Pennsylvania State University

1© authors. All rights reserved.

Part 1: If an array passively records a particular source, how should it look on different parts of the array?

Part 2: For any pair of receivers in the array, what should their cross-correlations look like?

Page 2: What changes when we use ambient noise recorded by fiber ...What changes when we use ambient noise recorded by fiber optics? Eileen Martin1,2, Nate Lindsey3,2, Biondo Biondi3, Jonathan

Examples of Passively Recording Fiber Optic Arrays

Richmond Field Station (LBL/CRREL)

Fairbanks Permafrost Thaw Study (LBL/CRREL)

Stanford Fiber Optic Seismic Observatory

Penn State FORESEE Array

2

Page 3: What changes when we use ambient noise recorded by fiber ...What changes when we use ambient noise recorded by fiber optics? Eileen Martin1,2, Nate Lindsey3,2, Biondo Biondi3, Jonathan

DAS Records Fiber’s Axial Component of Strain Tensor

⌃✓(x, y, z, t) =

2

4cos(✓) sin(✓) 0

� sin(✓) cos(✓) 00 0 1

3

5

2

666664

@ux@x

12

✓@ux@y

+@uy@x

◆12

⇣@ux@z

+ @uz@x

12

✓@ux@y

+@uy@x

◆@uy@y

12

✓@uy@z

+ @uz@y

12

⇣@ux@z

+ @uz@x

⌘12

✓@uy@z

+ @uz@y

◆@uz@z

3

777775

2

4cos(✓) � sin(✓) 0sin(✓) cos(✓) 0

0 0 1

3

5

Longitudinal:P-waves, Rayleigh waves

Transverse: S-waves, Love waves

Geophone/Seismometer:

3

DAS = Distributed Acoustic Sensing

Page 4: What changes when we use ambient noise recorded by fiber ...What changes when we use ambient noise recorded by fiber optics? Eileen Martin1,2, Nate Lindsey3,2, Biondo Biondi3, Jonathan

Detected Signal Comparison

Note: Sensors oriented along 0 degrees

Rayleigh and Love Waves

4

Page 5: What changes when we use ambient noise recorded by fiber ...What changes when we use ambient noise recorded by fiber optics? Eileen Martin1,2, Nate Lindsey3,2, Biondo Biondi3, Jonathan

Detected Signal Comparison: Gauge Effect

Note: Sensors oriented along 0 degrees

Rayleigh and Love Waves

5

if wavelength too small relative to

gauge length

Page 6: What changes when we use ambient noise recorded by fiber ...What changes when we use ambient noise recorded by fiber optics? Eileen Martin1,2, Nate Lindsey3,2, Biondo Biondi3, Jonathan

Detected Signal Comparison P, SV and SH Waves

Note: Sensors oriented along 0

degrees horizontal

Wave’s vertical angle of incidence 22.5 degrees

6

Page 7: What changes when we use ambient noise recorded by fiber ...What changes when we use ambient noise recorded by fiber optics? Eileen Martin1,2, Nate Lindsey3,2, Biondo Biondi3, Jonathan

Note: Sensors oriented along 0

degrees horizontal

Wave’s vertical angle of incidence 45 degrees

Detected Signal Comparison P, SV and SH Waves

7

Page 8: What changes when we use ambient noise recorded by fiber ...What changes when we use ambient noise recorded by fiber optics? Eileen Martin1,2, Nate Lindsey3,2, Biondo Biondi3, Jonathan

Note: Sensors oriented along 0

degrees horizontal

Wave’s vertical angle of incidence 67.5 degrees

Detected Signal Comparison P, SV and SH Waves

8

Page 9: What changes when we use ambient noise recorded by fiber ...What changes when we use ambient noise recorded by fiber optics? Eileen Martin1,2, Nate Lindsey3,2, Biondo Biondi3, Jonathan

Nearby Earthquake ExampleMagnitude 3.5 earthquake

Piedmont, CA Recorded on the Stanford Fiber Optic Seismic Observatory

9

Page 10: What changes when we use ambient noise recorded by fiber ...What changes when we use ambient noise recorded by fiber optics? Eileen Martin1,2, Nate Lindsey3,2, Biondo Biondi3, Jonathan

S-wave Polarity Switches at Corners

10

Page 11: What changes when we use ambient noise recorded by fiber ...What changes when we use ambient noise recorded by fiber optics? Eileen Martin1,2, Nate Lindsey3,2, Biondo Biondi3, Jonathan

Radial-Radial Cross-correlation SensitivityRayleigh and Love Waves

11

Page 12: What changes when we use ambient noise recorded by fiber ...What changes when we use ambient noise recorded by fiber optics? Eileen Martin1,2, Nate Lindsey3,2, Biondo Biondi3, Jonathan

Simple Synthetic: Random Sources Around Sensorsbased on Wapenaar et al, 2010

2000 m/s velocity

1200 m

Sources randomly in 2000-3000 m radius

12

Page 13: What changes when we use ambient noise recorded by fiber ...What changes when we use ambient noise recorded by fiber optics? Eileen Martin1,2, Nate Lindsey3,2, Biondo Biondi3, Jonathan

Simple Synthetic: Random Sources Around Sensorsbased on Wapenaar et al, 2010

2000 m/s velocity

records fiber 2records fiber 1

13

Page 14: What changes when we use ambient noise recorded by fiber ...What changes when we use ambient noise recorded by fiber optics? Eileen Martin1,2, Nate Lindsey3,2, Biondo Biondi3, Jonathan

Simple Synthetic: Random Sources Around Sensorsbased on Wapenaar et al, 2010

2000 m/s velocity 14

Page 15: What changes when we use ambient noise recorded by fiber ...What changes when we use ambient noise recorded by fiber optics? Eileen Martin1,2, Nate Lindsey3,2, Biondo Biondi3, Jonathan

Simple Synthetic: Random Sources Around Sensorsbased on Wapenaar et al, 2010

2000 m/s velocityFiber, geophone

15

Page 16: What changes when we use ambient noise recorded by fiber ...What changes when we use ambient noise recorded by fiber optics? Eileen Martin1,2, Nate Lindsey3,2, Biondo Biondi3, Jonathan

Radial-Radial Cross-correlation SensitivityRayleigh and Love Waves

16

Page 17: What changes when we use ambient noise recorded by fiber ...What changes when we use ambient noise recorded by fiber optics? Eileen Martin1,2, Nate Lindsey3,2, Biondo Biondi3, Jonathan

Transverse-Transverse Cross-correlation SensitivityRayleigh and Love Waves

17

Page 18: What changes when we use ambient noise recorded by fiber ...What changes when we use ambient noise recorded by fiber optics? Eileen Martin1,2, Nate Lindsey3,2, Biondo Biondi3, Jonathan

Simple Synthetic: Random Love Wave Sources Around Sensors

based on Wapenaar et al, 2010

2000 m/s velocityFiber, geophone

Love wave sources only

18

Page 19: What changes when we use ambient noise recorded by fiber ...What changes when we use ambient noise recorded by fiber optics? Eileen Martin1,2, Nate Lindsey3,2, Biondo Biondi3, Jonathan

Simple Synthetic: Random Sources Around Sensorsbased on Wapenaar et al, 2010

2000 m/s velocityFiber, geophone

Love and Rayleigh Sources

19

Page 20: What changes when we use ambient noise recorded by fiber ...What changes when we use ambient noise recorded by fiber optics? Eileen Martin1,2, Nate Lindsey3,2, Biondo Biondi3, Jonathan

E.R. Martin and B.L. Biondi, “Ambient noise interferometry across two-dimensional DAS arrays,” 2017, SEG Ann. Mtg. Expanded Abstracts, 2642-2646.

20

How this affects real data: we get signals along Parallel lines, but not at the closest offsets

Page 21: What changes when we use ambient noise recorded by fiber ...What changes when we use ambient noise recorded by fiber optics? Eileen Martin1,2, Nate Lindsey3,2, Biondo Biondi3, Jonathan

Effects at Fairbanks Thaw Testslide ℅ Nate Lindsey

Strong

Strong

Weak

Strong

StrongWeak

Strong

Strong

Weak

21Lindsey et al., 2018 Fall AGU Meeting

Page 22: What changes when we use ambient noise recorded by fiber ...What changes when we use ambient noise recorded by fiber optics? Eileen Martin1,2, Nate Lindsey3,2, Biondo Biondi3, Jonathan

Most (not all) parallel channel pairs are useful

22

pairs that should be excluded

Page 23: What changes when we use ambient noise recorded by fiber ...What changes when we use ambient noise recorded by fiber optics? Eileen Martin1,2, Nate Lindsey3,2, Biondo Biondi3, Jonathan

(425.0, 425.0)(-425.0, 425.0)

(-425.0, -850.0)

More orthogonal channel pairs are useful

23

pairs that should be excluded

Page 24: What changes when we use ambient noise recorded by fiber ...What changes when we use ambient noise recorded by fiber optics? Eileen Martin1,2, Nate Lindsey3,2, Biondo Biondi3, Jonathan

Ackn

owle

dgem

ents

24

Instrumentation used for data acquisition:OptaSense (Standford Fiber Optic Seismic Observatory)Silixa (Penn State FORESEE, Fairbanks Permafrost, Richmond Field Station)

Support for Stanford Fiber Optic Seismic Observatory:Stanford Exploration Project AffiliatesSchlumberger Innovation FellowshipDOE Computational Science Graduate Fellowship DE-FG02-97ER25308

Support for Penn State FORESEE Array:Seed grant from Penn State Institutes of Energy and the EnvironmentCollaborators: Patrick Fox, Andy Nyblade, David StensrudPenn State ITVirginia Tech Advanced Research Computing

Support for Richmond Field Station and Fairbanks Permafrost Experiments:SERDP Grant number RC-2437Many collaborators led by PI Jonathan Ajo-Franklin and Co-PI Anna Wagner

Reference: E Martin, N Lindsey, J Ajo-Franklin, B Biondi, “Introduction to Interferometry of Fiber Optic Strain Measurements,”Preprint on EarthArXiv at https://eartharxiv.org/s2tjd/