Co-seismic surface effects from very high resolution panchromatic images: the case of the 2005 Kashmir (Pakistan) earthquake
Other Titles
The case of the 2005 Kashmir earthquake
Language
English
Obiettivo Specifico
1.10. TTC - Telerilevamento
Status
Published
JCR Journal
JCR Journal
Peer review journal
Yes
Journal
Issue/vol(year)
/11 (2011)
Pages (printed)
931–943
Date Issued
2011
Alternative Location
Abstract
The use of Very High Resolution (VHR) satellite
panchromatic image is nowadays an effective tool to
detect and investigate surface effects of natural disasters.
We specifically examined the capabilities of VHR images
to analyse earthquake features and detect changes based on
the combination of visual inspection and automatic classification
tools. In particular, we have used Quickbird (0.6m
spatial resolution) images for detecting the three main coseismic
surface features: damages, ruptures and landslides.
The present approach has been applied to the 8 October 2005,
Mw7.6 Kashmir, Pakistan, earthquake. We have focused our
study in and around the main urban areas hit by the above
earthquake specifically at Muzaffarabad and Balakot towns.
The automatic classification techniques provided the best results
wherever dealing with the damage to man-made structures
and landslides. On the other hand, the visual inspection
method demonstrated in addressing the identification of
rupture traces and associated features. The synoptic view
(concerning landslide, more than 190 millions of pixels have
been automatically classified), the spatiotemporal sampling
and the fast automatic damage detection using satellite images
provided a reliable contribution to the prompt response
during natural disaster and for the evaluation of seismic hazard
as well.
panchromatic image is nowadays an effective tool to
detect and investigate surface effects of natural disasters.
We specifically examined the capabilities of VHR images
to analyse earthquake features and detect changes based on
the combination of visual inspection and automatic classification
tools. In particular, we have used Quickbird (0.6m
spatial resolution) images for detecting the three main coseismic
surface features: damages, ruptures and landslides.
The present approach has been applied to the 8 October 2005,
Mw7.6 Kashmir, Pakistan, earthquake. We have focused our
study in and around the main urban areas hit by the above
earthquake specifically at Muzaffarabad and Balakot towns.
The automatic classification techniques provided the best results
wherever dealing with the damage to man-made structures
and landslides. On the other hand, the visual inspection
method demonstrated in addressing the identification of
rupture traces and associated features. The synoptic view
(concerning landslide, more than 190 millions of pixels have
been automatically classified), the spatiotemporal sampling
and the fast automatic damage detection using satellite images
provided a reliable contribution to the prompt response
during natural disaster and for the evaluation of seismic hazard
as well.
References
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D. V.: The 2005, Mw 7.6 Kashmir earthquake: Sub-pixel correlation
of ASTER images and seismic waveforms analysis, Earth
Planet. Sci. Lett., 249, 514–528, 2006.
Benediktsson, J. A., Palmason, J. A., and Sveinsson, J. R.: Classification
of hyperspectral data from urban areas based on extended
morphological profiles, IEEE T. Geosci. Remote, 43, 480–491,
2005.
Borghuis, A. M., Chang, K., and Lee, H. Y.: Comparison between
automated and manual mapping of typhoon triggered landslides
from SPOT-5 imagery, Int. J. Remote Sens., 28, 1843–1856,
2007.
Chini, M., Bignami, C., Brunori, C., Atzori, S., Tolomei, C.,
Trasatti, E., Kyriakopoulos, C., Salvi, S., Stramondo, S., and
Zoffoli, S.: The SIGRIS project: a remote sensing system for
seismic risk management, Proc. IEEE IGARSS 2008, 3, 624–
627, 2008a.
Chini, M., Bignami, C., Stramondo, S., and Pierdicca, N.: Uplift
and subsidence due to the December 26th, 2004, Indonesian
earthquake and tsunami detected by SAR data, Int. J. Remote
Sens., 29, 3891–3910, 2008b.Chini, M., Pacifici, F., Emery, W. J., Pierdicca, N., and Del Frate,
F.: Comparing Statistical and Neural Network Methods Applied
to Very High Resolution Satellite Images Showing Changes in
Man-Made Structures at Rocky Flats, IEEE T. Geosci. Remote,
46, 1812–1821, 2008c.
Chini, M., Pierdicca, N., and Emery, W. J.: Exploiting SAR and
VHR optical images to quantify damage caused by the 2003 Bam
earthquake, IEEE T. Geosci. Remote, 47, 145–152, 2009.
Domakinis, C., Oikonomidis, D., and Astaras, T.: Landslide mapping
in the coastal area between the Strymonic Gulf and Kavala
(Macedonia, Greece) with the aid of remote sensing and geographical
information systems, Int. J. Remote Sens., 29, 6893–
6915, 2008.
Dunning, S. A., Mitchell, W. A., Rosser, N. J., and Petley, D. N.:
The Hattian Bala rock avalanche and associated landslides triggered
by the Kashmir Earthquake of 8 October 2005, Eng. Geol.,
93, 130–144, 2007.
Fauvel, M., Chanussot, J., and Benediktsson, J. A.: Decision fusion
for the classification of urban remote sensing images, IEEE T.
Geosci. Remote, 44, 2828–2838, 2006.
Fujiwara, S., Tobita, M., Sato, H. P., Ozawa, S., Une, H., Koarai,
M., Nakai, H., Fujiwara, M., Yarai, H., Nishimura, T., and
Hayashi, F.: Satellite Data Give Snapshot of the 2005 Pakistan
Earthquake, EOS T. Am. Geophys. Un., 87, 73–77, 2006.
Gupta, R. and Saha, A.: Mapping debris flows in the Himalayas,
available at: http://www.gisdevelopment.net/application/nrm/
mountain/mounm0001.htm (last access: 10 November 2010),
2001.
Herv`as, J., Barredo, J., Rosin, P., Pasuto, A., Mantovani, F., and
Silvano, S.: Monitoring landslides from optical remotely sensed
imagery: The case story of Tessina landslide, Italy, Geomorphology,
54, 63–75, 2003.
Kaneda, H., Nakata, T., Tsutsumi, H., Kondo, H., Sugito, N., Awata,
Y., Akhtar, S. S., Majid, A., Khattak, W., Awan, A. A., Yeats, R.
S., Hussain, A., Ashraf, M., Wesnousky, S. G., and Kausar, A.
B.: Surface Rupture of the 2005 Kashmir, Pakistan, Earthquake
and Its Active Tectonic Implications, B. Seismol. Soc. Am., 98,
521–557, 2008.
Kamp, U., Growley, B. J., Khattak, G. A., and Owen, L. A.: GISbased
landslide susceptibility mapping for the 2005 Kashmir
earthquake region, Geomorphology, 101, 631–642, 2008.
Khattak, G. A., Owen, L. A., Kamp, U., and Harp, E. L.: Evolution
of earthquake-triggered landslides in the Kashmir Himalaya,
northern Pakistan, Geomorphology, 115, 102–108, 2010.
Klinger, Y., Xu, X., Tapponnier, P., Van der Woerd, J., Lasserre,
C., and King, G.: High-Resolution Satellite Imagery Mapping
of the Surface Rupture and Slip Distribution of the Mw 7.8, 14
November 2001 Kokoxili Earthquake, Kunlun Fault, Northern
Tibet, China, B. Seismol. Soc. Am., 95(5), 1970–1987, 2005.
Klinger, Y., Michel, R., and King G.: Evidence for an earthquake
barrier model from Mw 7.8 Kokoxili (Tibet) earthquake slipdistribution,
Earth Planet. Sc. Lett., 242, 354–364, 2006.
Lin, A. and Guo, J.: Co-seismic surface ruptures produced by the
2005 Pakistan Mw7.6 earthquake in the Muzaffarabad area, revealed
by QuickBird imagery data, Int. J. Remote Sens., 29, 235–
246, 2008.
Matsuoka, M. and Yamazaki, F.: Application of the damage detection
method using SAR intensity images to recent earthquakes,
Proc. IEEE IGARSS 2002, 4, 2042–2044, 2002.
D. V.: The 2005, Mw 7.6 Kashmir earthquake: Sub-pixel correlation
of ASTER images and seismic waveforms analysis, Earth
Planet. Sci. Lett., 249, 514–528, 2006.
Benediktsson, J. A., Palmason, J. A., and Sveinsson, J. R.: Classification
of hyperspectral data from urban areas based on extended
morphological profiles, IEEE T. Geosci. Remote, 43, 480–491,
2005.
Borghuis, A. M., Chang, K., and Lee, H. Y.: Comparison between
automated and manual mapping of typhoon triggered landslides
from SPOT-5 imagery, Int. J. Remote Sens., 28, 1843–1856,
2007.
Chini, M., Bignami, C., Brunori, C., Atzori, S., Tolomei, C.,
Trasatti, E., Kyriakopoulos, C., Salvi, S., Stramondo, S., and
Zoffoli, S.: The SIGRIS project: a remote sensing system for
seismic risk management, Proc. IEEE IGARSS 2008, 3, 624–
627, 2008a.
Chini, M., Bignami, C., Stramondo, S., and Pierdicca, N.: Uplift
and subsidence due to the December 26th, 2004, Indonesian
earthquake and tsunami detected by SAR data, Int. J. Remote
Sens., 29, 3891–3910, 2008b.Chini, M., Pacifici, F., Emery, W. J., Pierdicca, N., and Del Frate,
F.: Comparing Statistical and Neural Network Methods Applied
to Very High Resolution Satellite Images Showing Changes in
Man-Made Structures at Rocky Flats, IEEE T. Geosci. Remote,
46, 1812–1821, 2008c.
Chini, M., Pierdicca, N., and Emery, W. J.: Exploiting SAR and
VHR optical images to quantify damage caused by the 2003 Bam
earthquake, IEEE T. Geosci. Remote, 47, 145–152, 2009.
Domakinis, C., Oikonomidis, D., and Astaras, T.: Landslide mapping
in the coastal area between the Strymonic Gulf and Kavala
(Macedonia, Greece) with the aid of remote sensing and geographical
information systems, Int. J. Remote Sens., 29, 6893–
6915, 2008.
Dunning, S. A., Mitchell, W. A., Rosser, N. J., and Petley, D. N.:
The Hattian Bala rock avalanche and associated landslides triggered
by the Kashmir Earthquake of 8 October 2005, Eng. Geol.,
93, 130–144, 2007.
Fauvel, M., Chanussot, J., and Benediktsson, J. A.: Decision fusion
for the classification of urban remote sensing images, IEEE T.
Geosci. Remote, 44, 2828–2838, 2006.
Fujiwara, S., Tobita, M., Sato, H. P., Ozawa, S., Une, H., Koarai,
M., Nakai, H., Fujiwara, M., Yarai, H., Nishimura, T., and
Hayashi, F.: Satellite Data Give Snapshot of the 2005 Pakistan
Earthquake, EOS T. Am. Geophys. Un., 87, 73–77, 2006.
Gupta, R. and Saha, A.: Mapping debris flows in the Himalayas,
available at: http://www.gisdevelopment.net/application/nrm/
mountain/mounm0001.htm (last access: 10 November 2010),
2001.
Herv`as, J., Barredo, J., Rosin, P., Pasuto, A., Mantovani, F., and
Silvano, S.: Monitoring landslides from optical remotely sensed
imagery: The case story of Tessina landslide, Italy, Geomorphology,
54, 63–75, 2003.
Kaneda, H., Nakata, T., Tsutsumi, H., Kondo, H., Sugito, N., Awata,
Y., Akhtar, S. S., Majid, A., Khattak, W., Awan, A. A., Yeats, R.
S., Hussain, A., Ashraf, M., Wesnousky, S. G., and Kausar, A.
B.: Surface Rupture of the 2005 Kashmir, Pakistan, Earthquake
and Its Active Tectonic Implications, B. Seismol. Soc. Am., 98,
521–557, 2008.
Kamp, U., Growley, B. J., Khattak, G. A., and Owen, L. A.: GISbased
landslide susceptibility mapping for the 2005 Kashmir
earthquake region, Geomorphology, 101, 631–642, 2008.
Khattak, G. A., Owen, L. A., Kamp, U., and Harp, E. L.: Evolution
of earthquake-triggered landslides in the Kashmir Himalaya,
northern Pakistan, Geomorphology, 115, 102–108, 2010.
Klinger, Y., Xu, X., Tapponnier, P., Van der Woerd, J., Lasserre,
C., and King, G.: High-Resolution Satellite Imagery Mapping
of the Surface Rupture and Slip Distribution of the Mw 7.8, 14
November 2001 Kokoxili Earthquake, Kunlun Fault, Northern
Tibet, China, B. Seismol. Soc. Am., 95(5), 1970–1987, 2005.
Klinger, Y., Michel, R., and King G.: Evidence for an earthquake
barrier model from Mw 7.8 Kokoxili (Tibet) earthquake slipdistribution,
Earth Planet. Sc. Lett., 242, 354–364, 2006.
Lin, A. and Guo, J.: Co-seismic surface ruptures produced by the
2005 Pakistan Mw7.6 earthquake in the Muzaffarabad area, revealed
by QuickBird imagery data, Int. J. Remote Sens., 29, 235–
246, 2008.
Matsuoka, M. and Yamazaki, F.: Application of the damage detection
method using SAR intensity images to recent earthquakes,
Proc. IEEE IGARSS 2002, 4, 2042–2044, 2002.
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