InSAR Error Analysis in Measuring Coseismic Deformation of 2008 ...
InSAR Error Analysis in Measuring Coseismic Deformation of 2008 ...
InSAR Error Analysis in Measuring Coseismic Deformation of 2008 ...
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<strong>InSAR</strong> <strong>Error</strong> <strong>Analysis</strong> <strong>in</strong> Measur<strong>in</strong>g<br />
<strong>Coseismic</strong> <strong>Deformation</strong> <strong>of</strong> <strong>2008</strong><br />
Damxung M w 6.3 Earthquake<br />
Zhang J<strong>in</strong>gfa Liu B<strong>in</strong> and Lu Yi<br />
Institute <strong>of</strong> Crustal Dynamics, Ch<strong>in</strong>a Earthquake Adm<strong>in</strong>istration<br />
100085, Beij<strong>in</strong>g, Ch<strong>in</strong>a
CONTENTS<br />
Geological & Seismological Background<br />
<strong>Coseismic</strong> <strong>Deformation</strong> Measurement<br />
<strong>Error</strong> <strong>Analysis</strong> <strong>in</strong> <strong>InSAR</strong> Process<strong>in</strong>g<br />
The <strong>Deformation</strong> Rates Time Series <strong>Analysis</strong><br />
Conclusions
CONTENTS<br />
Geological & Seismological Background<br />
<strong>Coseismic</strong> <strong>Deformation</strong> Measurement<br />
<strong>Error</strong> <strong>Analysis</strong> <strong>in</strong> <strong>InSAR</strong> Process<strong>in</strong>g<br />
The <strong>Deformation</strong> Rates Time Series <strong>Analysis</strong><br />
Conclusions
Geological & Seismological Features<br />
October 6, <strong>2008</strong>,<br />
Damxung Earthquake<br />
The Mw6.3 earthquake,<br />
located: 90.3E, 29.8N (CENC),<br />
Depth: 8.0 km.
Geological & Seismological Features
Geological & Seismological Features
Geological & Seismological Features
Geological & Seismological Features
Geological & Seismological Features
CONTENTS<br />
Geological & Seismological Background<br />
<strong>Coseismic</strong> <strong>Deformation</strong> Measurement<br />
<strong>Error</strong> <strong>Analysis</strong> <strong>in</strong> <strong>InSAR</strong> Process<strong>in</strong>g<br />
The <strong>Deformation</strong> Rates Time Series <strong>Analysis</strong><br />
Conclusions
CONTENTS<br />
Geological & Seismological Background<br />
<strong>Coseismic</strong> <strong>Deformation</strong> Measurement<br />
<strong>Error</strong> <strong>Analysis</strong> <strong>in</strong> <strong>InSAR</strong> Process<strong>in</strong>g<br />
The <strong>Deformation</strong> Rates Time Series <strong>Analysis</strong><br />
Conclusions
Descend<strong>in</strong>g path<br />
Strip T176
Ascend<strong>in</strong>g path<br />
Strip T26
Numerical Simulation<br />
Surface deformation and stress<br />
distribution<br />
<strong>of</strong> the Dumxung earthquake<br />
(Ux: deformation <strong>of</strong> NS; Uy: WE;<br />
Uz: vertical;<br />
Sxx: normal stress <strong>of</strong> NS;<br />
Syy: WE;Sxy: shear)
Numerical Simulation<br />
Horizontal surface displacement <strong>of</strong> Dumxung earthquake. Left: Vertical<br />
displacement <strong>of</strong> co-seismic deformation(mm); Right:Post-seismic<br />
deformation rate 50 years after the earthquake(mm/a)
Numerical Simulation<br />
Vertical displacements.<br />
Left: co-seismic deformation<br />
(mm);<br />
Right: deformation rate after<br />
50 years (mm/a)
CONTENTS<br />
Geological & Seismological Background<br />
<strong>Coseismic</strong> <strong>Deformation</strong> Measurement<br />
<strong>Error</strong> <strong>Analysis</strong> <strong>in</strong> <strong>InSAR</strong> Process<strong>in</strong>g<br />
The <strong>Deformation</strong> Rates Time Series <strong>Analysis</strong><br />
Conclusions
CONTENTS<br />
Geological & Seismological Background<br />
<strong>Coseismic</strong> <strong>Deformation</strong> Measurement<br />
<strong>Error</strong> <strong>Analysis</strong> <strong>in</strong> <strong>InSAR</strong> Process<strong>in</strong>g<br />
The <strong>Deformation</strong> Rates Time Series <strong>Analysis</strong><br />
Conclusions
• The best result <strong>of</strong> Damxung Earthquake D-<br />
<strong>InSAR</strong> image was taken as standard, and some<br />
error factors will be studied accord<strong>in</strong>g to this<br />
base image.
The ma<strong>in</strong> <strong>in</strong>fluence factors <strong>in</strong> <strong>InSAR</strong> process<strong>in</strong>g<br />
Registration <strong>Error</strong><br />
Unwrapp<strong>in</strong>g methods<br />
Atmospheric path delays<br />
Basel<strong>in</strong>e error
Registration <strong>Error</strong> Between Master and Slave<br />
0 pixel deviation<br />
Interferogram Coherence
Registration <strong>Error</strong> Between Master and Slave<br />
0.5 0 pixel deviation<br />
Interferogram Coherence
Registration <strong>Error</strong> Between Master and Slave<br />
1 pixel deviation<br />
Interferogram Coherence
Registration <strong>of</strong> Master & Slave<br />
1.5 pixel deviation<br />
Interferogram Coherence
Registration <strong>Error</strong> Between Master and Slave<br />
5 pixel deviation<br />
Interferogram Coherence
Registration <strong>Error</strong> Between Master and Slave<br />
The relations between coherence and pixel deviations
Before deviat<strong>in</strong>g from the correct<br />
location about 1.5 pixels, there is a<br />
s<strong>in</strong>e function between coherence<br />
and step, while exceed<strong>in</strong>g 1.5<br />
pixels, the result will be unvalued.
Registration <strong>Error</strong> Between Master and DEM<br />
Orig<strong>in</strong>al images 5 pixels deviation 10 pixels deviation
This is Registration <strong>Error</strong> Between Master<br />
and DEM, from this image, the<br />
deformation accuracy is related to<br />
registration error.
Comparison <strong>of</strong> different unwrapp<strong>in</strong>g methods<br />
network flow<br />
branch cut<br />
m<strong>in</strong>imum discont<strong>in</strong>uity<br />
least-squares fr<strong>in</strong>ge track<strong>in</strong>g<br />
Conjugate Gradient
Comparison <strong>of</strong> different unwrapp<strong>in</strong>g methods<br />
comparative analysis <strong>of</strong> different unwraped methods
It is certa<strong>in</strong>ly that there is<br />
different <strong>in</strong>fluence degree<br />
<strong>in</strong> different unwrapp<strong>in</strong>g<br />
methods.
Topography correct atmospheric path delays<br />
Atmospheric path delays caused by topography<br />
Before correction<br />
After correction<br />
Descend<strong>in</strong>g path:<br />
T176
Topography correct atmospheric path delays<br />
Ascend<strong>in</strong>g path:T026<br />
Before correction After correction
Atmospheric path delays caused by topography<br />
Before correction<br />
Topography correct atmospheric path delays<br />
After correction<br />
Ascend<strong>in</strong>g path:<br />
WS T441 H/V
lhaz-GPS station<br />
Relations <strong>of</strong> GPS-PWV and MODIS-PWV<br />
L<strong>in</strong>ear relationship between GPS-PWV<br />
and MODIS-PWV, the <strong>in</strong>tegration <strong>of</strong> two<br />
data can correct atmospheric path delay<br />
<strong>of</strong> <strong>InSAR</strong>!<br />
ncrs-GPS station
The relation between atmospheric path delays<br />
and topography <strong>in</strong> Damxung area, there is a<br />
l<strong>in</strong>ear function.<br />
That is, the path delays vary l<strong>in</strong>early with height<br />
as a first-order approximation.
Effects <strong>of</strong> basel<strong>in</strong>e ref<strong>in</strong>ement<br />
T176
Effects <strong>of</strong> basel<strong>in</strong>e ref<strong>in</strong>ement<br />
T26
The effect <strong>of</strong> basel<strong>in</strong>e ref<strong>in</strong>ement is clear.
Basel<strong>in</strong>e deviation -3m<br />
2 专题研究内容 ----理论研究<br />
Basel<strong>in</strong>e is OK<br />
Basel<strong>in</strong>e deviation +3m
Basel<strong>in</strong>e deviation -3m<br />
2 专题研究内容 ----理论研究<br />
Basel<strong>in</strong>e is OK<br />
Basel<strong>in</strong>e deviation +3m
2 专题研究内容 ----理论研究<br />
0.2<br />
0.15<br />
0.1<br />
0.05<br />
0<br />
-0.05<br />
-0.1<br />
-0.15<br />
-0.2<br />
-3 -2 -1 0 1 2 3<br />
C点<br />
A点<br />
B点
The basel<strong>in</strong>e error will reduce the range<br />
<strong>of</strong> deformation field
CONTENTS<br />
Geological & Seismological Background<br />
<strong>Coseismic</strong> <strong>Deformation</strong> Measurement<br />
<strong>Error</strong> <strong>Analysis</strong> <strong>in</strong> <strong>InSAR</strong> Process<strong>in</strong>g<br />
The <strong>Deformation</strong> Rates Time Series <strong>Analysis</strong><br />
Conclusions
CONTENTS<br />
Geological & Seismological Background<br />
<strong>Coseismic</strong> <strong>Deformation</strong> Measurement<br />
<strong>Error</strong> <strong>Analysis</strong> <strong>in</strong> <strong>InSAR</strong> Process<strong>in</strong>g<br />
The <strong>Deformation</strong> Rates Time Series <strong>Analysis</strong><br />
Conclusions
The <strong>Deformation</strong> Rates Time<br />
Series <strong>Analysis</strong><br />
Time series analysis before the earthquake<br />
Time series analysis after the earthquake
Time series analysis before the earthquake<br />
Unwraped images <strong>of</strong> PS po<strong>in</strong>ts Orbital contribution<br />
DEM error<br />
Time series <strong>of</strong> deformation signal<br />
Atmospheric contribution
Time series analysis before the earthquake
Time series analysis before the earthquake<br />
PS-<strong>InSAR</strong> Time series<br />
<strong>of</strong> deformation signals<br />
SBAS-<strong>InSAR</strong> Time series<br />
<strong>of</strong> deformation signals
Time series analysis before the earthquake<br />
PS <strong>InSAR</strong> SBAS <strong>InSAR</strong>
Time series analysis before the earthquake<br />
PS <strong>InSAR</strong>
Time series analysis before the earthquake<br />
Standard deviations <strong>of</strong> the selected po<strong>in</strong>ts<br />
<strong>in</strong> 8 areas<br />
区域 A<br />
区域 B<br />
区域 C<br />
区域 D<br />
区域 E<br />
区域 F<br />
区域 G<br />
区域 H<br />
Lon Lat<br />
mean_v<br />
(mm/year)<br />
90.482 30.075 -6.74 0.61<br />
90.488 30.072 -7.78 0.76<br />
90.314 30.059 3.00 0.75<br />
90.310 30.059 2.33 0.69<br />
90.446 30.101 2.53 0.75<br />
90.464 30.121 3.30 0.72<br />
90.394 29.875 2.05 0.66<br />
90.384 29.887 1.63 0.53<br />
90.325 29.936 -1.04 0.49<br />
90.314 29.952 -1.73 0.45<br />
90.252 30.165 -3.82 1.62<br />
90.313 30.121 -1.92 1.15<br />
90.575 29.975 -4.21 1.5<br />
90.598 29.980 -3.93 1.44<br />
90.207 29.995 2.3 1.48<br />
90.201 29.994 3.16 1.48<br />
Std<br />
(mm/year)
Time series analysis before the earthquake<br />
SBAS <strong>InSAR</strong>
Time series analysis before the earthquake<br />
Standard deviations <strong>of</strong> the selected po<strong>in</strong>ts <strong>in</strong> 8<br />
areas<br />
区域 A<br />
区域 B<br />
区域 C<br />
区域 D<br />
区域 E<br />
区域 F<br />
区域 G<br />
区域 H<br />
Lon Lat<br />
mean_v<br />
(mm/year)<br />
Std<br />
(mm/year)<br />
90.487 30.072 -7.20 0.62<br />
90.485 30.071 -7.23 0.65<br />
90.317 30.059 2.06 0.43<br />
90.317 30.06 2.28 0.29<br />
90.463 30.127 3.64 0.66<br />
90.464 30.125 3.15 0.54<br />
90.387 29.876 1.84 0.41<br />
90.381 29.881 2.21 0.45<br />
90.312 29.930 -1.11 0.33<br />
90.31 29.934 -0.98 0.32<br />
90.31 30.121 -6.08 0.6<br />
90.296 30.134 -5.93 0.82<br />
90.574 30.15 -4.21 0.86<br />
90.577 30.076 -2.07 0.78<br />
90.209 29.986 2.21 0.76<br />
90.217 29.984 3.68 0.85
The deformation rates from SBAS-<strong>InSAR</strong> and PS-<br />
<strong>InSAR</strong> time series analysis are consistent with<br />
each other.<br />
Obviously, the velocity <strong>in</strong> the edge <strong>of</strong> the bas<strong>in</strong><br />
is bigger than the place <strong>in</strong> the flat area.<br />
The maximum upward velocity reached<br />
3.1mm/year (LOS) and the maximum downward<br />
velocity reached -7.4mm/year (LOS).
In the north <strong>of</strong> the bas<strong>in</strong>, there is an area <strong>of</strong><br />
great downward trend. The reason is that<br />
there is one big geothermic plant and the<br />
pump<strong>in</strong>g <strong>of</strong> the geothermic cause the great<br />
ground subsidence
Time series analysis before the earthquake<br />
去噪后年形变速率(LOS)<br />
PS-meanv SBAS-meanv
Time series analysis before the earthquake<br />
PS mean_v l<strong>in</strong>es plot
Time series analysis before the earthquake<br />
SBAS mean_v l<strong>in</strong>es plots
Time series analysis before the earthquake<br />
The activities <strong>of</strong> faults <strong>in</strong> Yangbaj<strong>in</strong>g Bas<strong>in</strong><br />
A: -5~-8mm/a<br />
B:3~5mm/a<br />
C:-1.5~2.0mm/a
Time series analysis after the earthquake<br />
Damxung<br />
earthquake
Because <strong>of</strong> the impact <strong>of</strong> the<br />
aftershocks, <strong>in</strong> epicenter <strong>of</strong><br />
Damxung, there is still ground<br />
subsidence.
CONTENTS<br />
Geological & Seismological Background<br />
<strong>Coseismic</strong> <strong>Deformation</strong> Measurement<br />
<strong>Error</strong> <strong>Analysis</strong> <strong>in</strong> <strong>InSAR</strong> Process<strong>in</strong>g<br />
The <strong>Deformation</strong> Rates Time Series <strong>Analysis</strong><br />
Conclusions
CONTENTS<br />
Geological & Seismological Background<br />
<strong>Coseismic</strong> <strong>Deformation</strong> Measurement<br />
<strong>Error</strong> <strong>Analysis</strong> <strong>in</strong> <strong>InSAR</strong> Process<strong>in</strong>g<br />
The <strong>Deformation</strong> Rates Time Series <strong>Analysis</strong><br />
Conclusions
Conclusions<br />
1. The major perturb<strong>in</strong>g factors limit<strong>in</strong>g D-<strong>InSAR</strong> accuracy<br />
is as follows:<br />
(a)Registration between master image to slave;<br />
(b)Orbit <strong>Error</strong>;<br />
(c)Atmospheric propagation delay.
Conclusions<br />
2. The velocity <strong>in</strong> the edge <strong>of</strong> the bas<strong>in</strong> is bigger than the<br />
place <strong>in</strong> the flat area.<br />
In the epicenter <strong>of</strong> Damxung, there is still ground<br />
subsidence <strong>in</strong> a long time after the earthquake.