iris summer intern training course wednesday, may 31, 2006 anne sheehan lecture 3: teleseismic...

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IRIS Summer Intern Training Course Wednesday, May 31, 2006 Anne Sheehan Lecture 3: Teleseismic Receiver functions Teleseisms Earth response, convolution Receiver functions - basics, deconvolution Stacking receiver functions receiver function ‘imaging’ Complicated Earth Dipping layers Anisotropic receiver functions Applications & Examples - Himalaya, Western US

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Page 1: IRIS Summer Intern Training Course Wednesday, May 31, 2006 Anne Sheehan Lecture 3: Teleseismic Receiver functions Teleseisms Earth response, convolution

IRIS Summer Intern Training CourseWednesday, May 31, 2006Anne Sheehan

Lecture 3: Teleseismic Receiver functionsTeleseismsEarth response, convolutionReceiver functions - basics, deconvolutionStacking receiver functions

receiver function ‘imaging’Complicated Earth

Dipping layersAnisotropic receiver functions

Applications & Examples - Himalaya, Western US

Page 2: IRIS Summer Intern Training Course Wednesday, May 31, 2006 Anne Sheehan Lecture 3: Teleseismic Receiver functions Teleseisms Earth response, convolution

Teleseisms used in Himalayan Receiver Function Study

Page 3: IRIS Summer Intern Training Course Wednesday, May 31, 2006 Anne Sheehan Lecture 3: Teleseismic Receiver functions Teleseisms Earth response, convolution

Want to deconvolve source and instrument response so we are just left

with the signal from structure

Page 4: IRIS Summer Intern Training Course Wednesday, May 31, 2006 Anne Sheehan Lecture 3: Teleseismic Receiver functions Teleseisms Earth response, convolution
Page 5: IRIS Summer Intern Training Course Wednesday, May 31, 2006 Anne Sheehan Lecture 3: Teleseismic Receiver functions Teleseisms Earth response, convolution

layer 2 vp, vs, density

layer 1 vp, vs, density

dt

amplitude

converted pulse:

delay time dt depends on depth of interface and vp, vs of top layer

amplitude depends on velocity contrast (mostly) and density contrast (weakly) at the interface

converted arrival:"+" bump = bottom slow, top fast"-" bump = bottom fast, top slow

Page 6: IRIS Summer Intern Training Course Wednesday, May 31, 2006 Anne Sheehan Lecture 3: Teleseismic Receiver functions Teleseisms Earth response, convolution

unfortunately, incident P is not a nice simple bump:

need to remove these bits ...

... to isolate phases converted near station

source

station

Page 7: IRIS Summer Intern Training Course Wednesday, May 31, 2006 Anne Sheehan Lecture 3: Teleseismic Receiver functions Teleseisms Earth response, convolution

Receiver Function Construction• Convert seismogram from vertical, NS,

EW components to vertical, radial, transverse components

SourceReceiver

Wave propagation direction

SH: Transverse

SV: Radial

P wave compression

Surface

zy

X

Page 8: IRIS Summer Intern Training Course Wednesday, May 31, 2006 Anne Sheehan Lecture 3: Teleseismic Receiver functions Teleseisms Earth response, convolution

The magic step to isolate near-receiver converted phases via receiver function analysis:

incident P appears mostly on the vertical component,

converted S appears mostly on horizontal components.

-> call the vertical component the "source" (it's as close as we're going to get to the true source function) and remove it from the horizontal components;

what remains is close enough to the converted phases.

how this works:

Page 9: IRIS Summer Intern Training Course Wednesday, May 31, 2006 Anne Sheehan Lecture 3: Teleseismic Receiver functions Teleseisms Earth response, convolution

Linear Systems and Fourier Analysis

• Recall that for a linear system:

Source Signal: x(t)

Linear System: Response f(t)

Output: y(t) = x(t)*f(t) Y( ) = X( )F( )

Note: * means convolved, not multiplied!

Page 10: IRIS Summer Intern Training Course Wednesday, May 31, 2006 Anne Sheehan Lecture 3: Teleseismic Receiver functions Teleseisms Earth response, convolution

Linear Systems and Fourier Analysis

• Deconvolution is the inverse of CONVOLUTION

Page 11: IRIS Summer Intern Training Course Wednesday, May 31, 2006 Anne Sheehan Lecture 3: Teleseismic Receiver functions Teleseisms Earth response, convolution

Linear Systems and Fourier Analysis

Page 12: IRIS Summer Intern Training Course Wednesday, May 31, 2006 Anne Sheehan Lecture 3: Teleseismic Receiver functions Teleseisms Earth response, convolution

Teton Gravity Research&

Warren Millerpresent:

Craig Jones' new radical

receiver function movie

Page 13: IRIS Summer Intern Training Course Wednesday, May 31, 2006 Anne Sheehan Lecture 3: Teleseismic Receiver functions Teleseisms Earth response, convolution

A single receiver function - hard to interpret

time

ampl

itud

e

one receiver function per earthquake-function of slowness (incidence angle)-function of backazimuth (unless flat layered isotropic case)

Page 14: IRIS Summer Intern Training Course Wednesday, May 31, 2006 Anne Sheehan Lecture 3: Teleseismic Receiver functions Teleseisms Earth response, convolution

receiver functions are sensitive to discontinuity structure

Page 15: IRIS Summer Intern Training Course Wednesday, May 31, 2006 Anne Sheehan Lecture 3: Teleseismic Receiver functions Teleseisms Earth response, convolution

midcrustal conversion

"moveout plot":sort receiverfunctions byincidence angle(slowness)

station ILAM(Nepal)

radial receiver functionsbinned by slowness

direct P

Moho conversion

Schulte-Pelkum et al., 2005

Page 16: IRIS Summer Intern Training Course Wednesday, May 31, 2006 Anne Sheehan Lecture 3: Teleseismic Receiver functions Teleseisms Earth response, convolution

Moho ~70km

Tibet station

Page 17: IRIS Summer Intern Training Course Wednesday, May 31, 2006 Anne Sheehan Lecture 3: Teleseismic Receiver functions Teleseisms Earth response, convolution

arrival time/polarity variation with backazimuth(corrections for slowness + elevation applied)

azimuthal variation

Page 18: IRIS Summer Intern Training Course Wednesday, May 31, 2006 Anne Sheehan Lecture 3: Teleseismic Receiver functions Teleseisms Earth response, convolution

highly coherent transverse componentreceiver functions

transverse components

Page 19: IRIS Summer Intern Training Course Wednesday, May 31, 2006 Anne Sheehan Lecture 3: Teleseismic Receiver functions Teleseisms Earth response, convolution

attempt at a standard moveout plot for narrow azimuthal range

depth of modelleddiscontinuity(km)

multiples

Page 20: IRIS Summer Intern Training Course Wednesday, May 31, 2006 Anne Sheehan Lecture 3: Teleseismic Receiver functions Teleseisms Earth response, convolution

common conversion

point (CCP) stacking

scale time to depth along incoming ray paths with an assumed velocity model

stack all receiver functions within common conversion point bin

Page 21: IRIS Summer Intern Training Course Wednesday, May 31, 2006 Anne Sheehan Lecture 3: Teleseismic Receiver functions Teleseisms Earth response, convolution

stack along profile (red):

Page 22: IRIS Summer Intern Training Course Wednesday, May 31, 2006 Anne Sheehan Lecture 3: Teleseismic Receiver functions Teleseisms Earth response, convolution

Schulte-Pelkum et al., 2005

Page 23: IRIS Summer Intern Training Course Wednesday, May 31, 2006 Anne Sheehan Lecture 3: Teleseismic Receiver functions Teleseisms Earth response, convolution

but where is the decollement?

Page 24: IRIS Summer Intern Training Course Wednesday, May 31, 2006 Anne Sheehan Lecture 3: Teleseismic Receiver functions Teleseisms Earth response, convolution

Linear Systems and Fourier Analysis

• Using Fourier analysis, deconvolution of linear system responses becomes a very simple problem of division in the frequency domain

• Solution in the frequency domain is converted to a solution in the time domain using the Fourier transform

f(t) = 1 F()eiwtd

2

-

F() = f(t)e-iwtdt-

Fourier transform

inverse Fourier transform

Page 25: IRIS Summer Intern Training Course Wednesday, May 31, 2006 Anne Sheehan Lecture 3: Teleseismic Receiver functions Teleseisms Earth response, convolution

Receiver Function Constructionafter Langston, 1979 and Ammon, 1991

• In the earth, the source signalsource signal is convolved with the earth’s responseearth’s response

• We want to extract the information pertaining to the earth’s response, because it can tell us about the earth’s structure

• We also have to worry about the instrument responses from our seismometers

Page 26: IRIS Summer Intern Training Course Wednesday, May 31, 2006 Anne Sheehan Lecture 3: Teleseismic Receiver functions Teleseisms Earth response, convolution

Receiver Function Construction

• This is analogous to the form d = Gm

Theoretical Displacement Response for a P plane wave

Dv(t) = I(t)*S(t)*Ev(t) (vertical)

Dr(t) = I(t)*S(t)*Er(t) (radial)

Dt(t) = I(t)*S(t)*Et(t) (transverse)

Displacement

Response

Instrument

Impulse

Response

Source

Time

Function

Structure

Impulse

Response

(Receiver Function)

Page 27: IRIS Summer Intern Training Course Wednesday, May 31, 2006 Anne Sheehan Lecture 3: Teleseismic Receiver functions Teleseisms Earth response, convolution

Receiver Function Construction

• Assumption: using nearly vertically incident events, the vertical component approximates the source function convolved with the instrument response

Dv(t) = I(t)*S(t)

Page 28: IRIS Summer Intern Training Course Wednesday, May 31, 2006 Anne Sheehan Lecture 3: Teleseismic Receiver functions Teleseisms Earth response, convolution

Receiver Function Construction

• In the frequency domain, Er and Et can be simply calculated

• this implies that Dv(t)*Er(t) = Dr(t)

Er() = Dr() = Dr()

I()S() Dv()

Et() = Dt() = Dt()

I()S() Dv()

Page 29: IRIS Summer Intern Training Course Wednesday, May 31, 2006 Anne Sheehan Lecture 3: Teleseismic Receiver functions Teleseisms Earth response, convolution

Receiver Function Construction

P SV

incident: steep P

mostly on vertical component

converted phase: SV (in plane)

mostly on radial component

with dipping interface with anisotropic layer

Out of plane S conversions

(on radial and transverse components)

Page 30: IRIS Summer Intern Training Course Wednesday, May 31, 2006 Anne Sheehan Lecture 3: Teleseismic Receiver functions Teleseisms Earth response, convolution

synthetic data

Schulte-Pelkum et al., 2005

Page 31: IRIS Summer Intern Training Course Wednesday, May 31, 2006 Anne Sheehan Lecture 3: Teleseismic Receiver functions Teleseisms Earth response, convolution

Azimuthal difference stacking

flip polarityof all receiverfunctions incidentfrom northerlybackazimuthsbefore stacking

Page 32: IRIS Summer Intern Training Course Wednesday, May 31, 2006 Anne Sheehan Lecture 3: Teleseismic Receiver functions Teleseisms Earth response, convolution

-> new interface shows up in stack

Schulte-Pelkum et al., 2005

Page 33: IRIS Summer Intern Training Course Wednesday, May 31, 2006 Anne Sheehan Lecture 3: Teleseismic Receiver functions Teleseisms Earth response, convolution

interface found with azimuthal difference stack has good match with INDEPTH decollementfound anisotropy suggests ductile shear deformation at depth

Schulte-Pelkum et al., 2005

Page 34: IRIS Summer Intern Training Course Wednesday, May 31, 2006 Anne Sheehan Lecture 3: Teleseismic Receiver functions Teleseisms Earth response, convolution
Page 35: IRIS Summer Intern Training Course Wednesday, May 31, 2006 Anne Sheehan Lecture 3: Teleseismic Receiver functions Teleseisms Earth response, convolution

incident: steep Pmostly on vertical component

converted phase: SV (in plane)mostly on radial component

out-of-plane S conversions(on radial and transverse components):

with dipping interface

with anisotropic layer

P

SV

Page 36: IRIS Summer Intern Training Course Wednesday, May 31, 2006 Anne Sheehan Lecture 3: Teleseismic Receiver functions Teleseisms Earth response, convolution

Receiver function profiles across the Western United States

Gilbert & Sheehan, 2004

Page 37: IRIS Summer Intern Training Course Wednesday, May 31, 2006 Anne Sheehan Lecture 3: Teleseismic Receiver functions Teleseisms Earth response, convolution

Western United States crustal thicknesses from receiver functions

Gilbert & Sheehan, 2004

Page 38: IRIS Summer Intern Training Course Wednesday, May 31, 2006 Anne Sheehan Lecture 3: Teleseismic Receiver functions Teleseisms Earth response, convolution

On-line resources:convolution animation:

http://www-es.fernuni-hagen.de/JAVA/DisFaltung/convol.html

Chuck Ammon's online receiver function tutorial:

http://eqseis.geosc.psu.edu/~cammon/HTML/RftnDocs/rftn01.html