new multiple dimension stress release statistic model based on co-seismic stress triggering

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New Multiple Dimension Stress Release Statistic Model based on co-seismic stress triggering Mingming Jiang Shiyong Zhou ITAG, Peking University Email:[email protected]

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New Multiple Dimension Stress Release Statistic Model based on co-seismic stress triggering. Mingming Jiang Shiyong Zhou ITAG, Peking University Email:[email protected]. Outlines. - PowerPoint PPT Presentation

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Page 1: New Multiple Dimension Stress Release Statistic Model based on co-seismic stress triggering

New Multiple Dimension Stress Release Statistic Model based on co-seismic stress triggering

Mingming Jiang Shiyong Zhou

ITAG, Peking University Email:[email protected]

Page 2: New Multiple Dimension Stress Release Statistic Model based on co-seismic stress triggering

Outlines Physical interpretation for the risk

function in the stress release model

Upgrading the stress release model with the co-seismic stress triggering model

Application to the historic catalogue of North China and results

Page 3: New Multiple Dimension Stress Release Statistic Model based on co-seismic stress triggering

Stress release model

Coupled stress release model

Is it the real situation that the stress will all release in the whole region after one earthquake?

))((exp)( tStt

))()((exp)( 2211 tSctSctt

depends on mechanisms

Page 4: New Multiple Dimension Stress Release Statistic Model based on co-seismic stress triggering

Review the stress release model in the physics view

What is the nature of the risk function of the stress release model? How can the stress variation correlated to earthquakes be modeled correctly ?

Page 5: New Multiple Dimension Stress Release Statistic Model based on co-seismic stress triggering

Evidence from the laboratory

In static fatigue studies, the data are generally reported as the mean fracture time <t> (Scholz, 1968)

The risk function of stress release model

)(exp * Sbat T

)exp( X

Num. of the events per time unit

real stress

Page 6: New Multiple Dimension Stress Release Statistic Model based on co-seismic stress triggering

Conclusions 1

The risk function could be an expression of the static fatigue in the crust

The stress level X in the risk function could be the real stress

Page 7: New Multiple Dimension Stress Release Statistic Model based on co-seismic stress triggering

Upgrading SRM with the co-seismic stress triggering model

),,(exp),,( tyxttyx S

the induced shear stress on the fault plane due to earthquakes

),,(),,()( yxtyxtStS s

Page 8: New Multiple Dimension Stress Release Statistic Model based on co-seismic stress triggering

How to get ? The procedure of Okada (1992, based

on static displacement field of the elastic medium triggered by a slip) was used to get induced shear stress

),,( tyxs

Page 9: New Multiple Dimension Stress Release Statistic Model based on co-seismic stress triggering

How to get the loading term

L ρ(x,y)

azimuth=16.5°

N

L

Page 10: New Multiple Dimension Stress Release Statistic Model based on co-seismic stress triggering

Historic catalogue from 1300 to 1997 in North China

Ms≥6.0

64 events

Ms≥6.5

37 events

N

i

N

i

T

S

iiii dxdydttyxmftyxL1 1 0

),,()(ln),,(lnln

Page 11: New Multiple Dimension Stress Release Statistic Model based on co-seismic stress triggering

Fitting results

α ν (10-7) σ L(103Pa) b Num. of events

Ms≥6.5 -6.899 7.502 5.050 0.810 37

Ms≥6.0 -7.040 7.463 5.118 0.665 64

2.0% 0.5% 1.3% 17.9%

Page 12: New Multiple Dimension Stress Release Statistic Model based on co-seismic stress triggering

kLAIC 2log2

AIC AICSRM ΔAICS AICPoisson ΔAICP

563.70 583.88 20.18 586.00 22.30

Be extended to spatial-time domain

Page 13: New Multiple Dimension Stress Release Statistic Model based on co-seismic stress triggering

The variation of conditional intensity with time

1300 1400 1500 1600 1700 1800 1900 2000

0.02

0.06

0.1

Year

Ev

en

ts/Y

ea

r

New SRMClassic SRMPoisson model

1300 1400 1500 1600 1700 1800 1900 2000

6

8

Year

Ms

S

dxdyyxtt ),,()(

Page 14: New Multiple Dimension Stress Release Statistic Model based on co-seismic stress triggering

Results more than the classic stress release model

We can get the spatial distribution of the conditional intensity at any time

),,( tyx

Page 15: New Multiple Dimension Stress Release Statistic Model based on co-seismic stress triggering

an example 1997),,( 00 ttyx

High risk is reasonable here?

Page 16: New Multiple Dimension Stress Release Statistic Model based on co-seismic stress triggering

The weighted conditional intensity

A try, we took the kernel estimation of spatial distribution of seismicity as the spatial weight function. (stock and smith, 2002)

),,(),(),,( tyxyxwtyxw

Page 17: New Multiple Dimension Stress Release Statistic Model based on co-seismic stress triggering

Data:Ms≥4.0 1970-2005

too high due to the aftershocks of Tangshan Eq. ??

Page 18: New Multiple Dimension Stress Release Statistic Model based on co-seismic stress triggering

at t=1997

Reasonable now

Might be higher due to weight function

We are still seeking for a reasonable spatial weight function

),,(),(),,( tyxyxwtyxw

Page 19: New Multiple Dimension Stress Release Statistic Model based on co-seismic stress triggering

),,( tyxwDistribution of at the times before and after M8.0 earthquake of Sanhe of Beijing in 15th century

before after

Page 20: New Multiple Dimension Stress Release Statistic Model based on co-seismic stress triggering

Distribution of at the times before and after Tangshan M7.8 earthquake in 1976

),,( tyxw

before after

Page 21: New Multiple Dimension Stress Release Statistic Model based on co-seismic stress triggering

Conclusions 2 The multiple dimension stress release model could be

got based the multiple dimension physical model instead of the simple physical model.

The spatial distribution of the conditional intensity could be very useful in the hazard analysis, if it could be express in a proper way.

Fitting data better than the classic SRM (lower AIC)

The additional sorts of data are needed besides the traditional catalogues. These data can be easily got in modern catalogues, but the problem is the modern catalogues are not long enough.

Page 22: New Multiple Dimension Stress Release Statistic Model based on co-seismic stress triggering
Page 23: New Multiple Dimension Stress Release Statistic Model based on co-seismic stress triggering
Page 24: New Multiple Dimension Stress Release Statistic Model based on co-seismic stress triggering
Page 25: New Multiple Dimension Stress Release Statistic Model based on co-seismic stress triggering
Page 26: New Multiple Dimension Stress Release Statistic Model based on co-seismic stress triggering
Page 27: New Multiple Dimension Stress Release Statistic Model based on co-seismic stress triggering

Data processing depth (feng, 1981)

strike and dip angle (Shen, 2004) Ms≥6.5: data from geologic and seismic survey Ms≤6.5: the same as the nearest event whose strike and dip is known

sediment 4.2km depth

40.3km

moho

Page 28: New Multiple Dimension Stress Release Statistic Model based on co-seismic stress triggering

Data processing

Slip angle the same as the slip angle of the outside

loading

Rupture length and width, displacement

the empirical relationships between magnitude and them. (Donald et al, 1994)