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2018 | OriginalPaper | Buchkapitel

5. Natural Disaster Investigation and Urban Damage Level Mapping

verfasst von : Si-Wei Chen, Xue-Song Wang, Shun-Ping Xiao, Motoyuki Sato

Erschienen in: Target Scattering Mechanism in Polarimetric Synthetic Aperture Radar

Verlag: Springer Singapore

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Abstract

The occurrence of the observed natural disasters, such as earthquakes and tsunamis, appears to have increased in recent decades. Quick observation of the damage caused by an earthquake and tsunami is extremely important for planning effective rescue operations.

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Literatur
1.
Zurück zum Zitat D. Guha-Sapir, P. Hoyois, R. Below, Annual disaster statistical review 2013: The numbers and trends, CRED, Brussels, Belgium, Technique Report, 2014 D. Guha-Sapir, P. Hoyois, R. Below, Annual disaster statistical review 2013: The numbers and trends, CRED, Brussels, Belgium, Technique Report, 2014
2.
Zurück zum Zitat M. Matsuoka, F. Yamazaki, Use of satellite SAR intensity imagery for detecting building areas damaged due to earthquakes. Earthquake Spectra 20, 975–994 (2004)CrossRef M. Matsuoka, F. Yamazaki, Use of satellite SAR intensity imagery for detecting building areas damaged due to earthquakes. Earthquake Spectra 20, 975–994 (2004)CrossRef
3.
Zurück zum Zitat M. Matsuoka, S. Koshimura, N. Nojima, Estimation of building damage ratio due to earthquakes and tsunamis using satellite SAR imagery, in IEEE International Geoscience and Remote Sensing Symposium, 3347–3349 (2010) M. Matsuoka, S. Koshimura, N. Nojima, Estimation of building damage ratio due to earthquakes and tsunamis using satellite SAR imagery, in IEEE International Geoscience and Remote Sensing Symposium, 3347–3349 (2010)
4.
Zurück zum Zitat R.J. Dekker, High-resolution radar damage assessment after the earthquake in Haiti on 12 January 2010. IEEE J. Sel. Top Appl. Earth Observations Remote Sens. 4, 960–970 (2011)CrossRef R.J. Dekker, High-resolution radar damage assessment after the earthquake in Haiti on 12 January 2010. IEEE J. Sel. Top Appl. Earth Observations Remote Sens. 4, 960–970 (2011)CrossRef
5.
Zurück zum Zitat M. Chini, L. Pulvirenti, N. Pierdicca, Analysis and interpretation of the COSMO-SkyMed observations of the 2011 Japan tsunami. IEEE Geosci. Remote Sens. Lett. 9, 467–471 (2012)CrossRef M. Chini, L. Pulvirenti, N. Pierdicca, Analysis and interpretation of the COSMO-SkyMed observations of the 2011 Japan tsunami. IEEE Geosci. Remote Sens. Lett. 9, 467–471 (2012)CrossRef
6.
Zurück zum Zitat F. Dell’Acqua, P. Gamba, Remote sensing and earthquake damage assessment: Experiences, limits, and perspectives. Proc. IEEE 100, 2876–2890 (2012)CrossRef F. Dell’Acqua, P. Gamba, Remote sensing and earthquake damage assessment: Experiences, limits, and perspectives. Proc. IEEE 100, 2876–2890 (2012)CrossRef
7.
Zurück zum Zitat H.D. Guo, X.W. Li, L. Zhang, Study of detecting method with advanced airborne and spaceborne synthetic aperture radar data for collapsed urban buildings from the Wenchuan earthquake. J. Appl Remote Sens. 3(1), 031695 (2009)CrossRef H.D. Guo, X.W. Li, L. Zhang, Study of detecting method with advanced airborne and spaceborne synthetic aperture radar data for collapsed urban buildings from the Wenchuan earthquake. J. Appl Remote Sens. 3(1), 031695 (2009)CrossRef
8.
Zurück zum Zitat G.A. Arciniegas, W. Bijker, N. Kerle, V.A. Tolpekin, Coherence- and amplitude-based analysis of seismogenic damage in Bam, Iran, using ENVISAT ASAR data. IEEE Trans. Geosci. Remote Sens. 45, 1571–1581 (2007)CrossRef G.A. Arciniegas, W. Bijker, N. Kerle, V.A. Tolpekin, Coherence- and amplitude-based analysis of seismogenic damage in Bam, Iran, using ENVISAT ASAR data. IEEE Trans. Geosci. Remote Sens. 45, 1571–1581 (2007)CrossRef
9.
Zurück zum Zitat J. Hoffmann, Mapping damage during the Bam (Iran) earthquake using interferometric coherence. Int. J. Remote Sens. 28, 1199–1216 (2007)CrossRef J. Hoffmann, Mapping damage during the Bam (Iran) earthquake using interferometric coherence. Int. J. Remote Sens. 28, 1199–1216 (2007)CrossRef
10.
Zurück zum Zitat T. Balz, M.S. Liao, Building-damage detection using post-seismic high-resolution SAR satellite data. Int. J. Remote Sens. 31, 3369–3391 (2010)CrossRef T. Balz, M.S. Liao, Building-damage detection using post-seismic high-resolution SAR satellite data. Int. J. Remote Sens. 31, 3369–3391 (2010)CrossRef
11.
Zurück zum Zitat F. Bovolo, L. Bruzzone, A split-based approach to unsupervised change detection in large-size multitemporal images: Application to tsunami-damage assessment. IEEE Trans. Geosci. Remote Sens. 45, 1658–1670 (2007)CrossRef F. Bovolo, L. Bruzzone, A split-based approach to unsupervised change detection in large-size multitemporal images: Application to tsunami-damage assessment. IEEE Trans. Geosci. Remote Sens. 45, 1658–1670 (2007)CrossRef
12.
Zurück zum Zitat C.O. Dumitru, S. Cui, D. Faur, M. Datcu, Data analytics for rapid mapping: Case study of a flooding event in Germany and the tsunami in Japan using very high resolution SAR images. IEEE J. Sel. Top. Appl. Earth Observations Remote Sens. 8, 114–129 (2015)CrossRef C.O. Dumitru, S. Cui, D. Faur, M. Datcu, Data analytics for rapid mapping: Case study of a flooding event in Germany and the tsunami in Japan using very high resolution SAR images. IEEE J. Sel. Top. Appl. Earth Observations Remote Sens. 8, 114–129 (2015)CrossRef
13.
Zurück zum Zitat M. Watanabe, R.B. Thapa, T. Ohsumi, H. Fujiwara, C. Yonezawa, N. Tomii et al., Detection of damaged urban areas using interferometric SAR coherence change with PALSAR-2. Earth, Planets Space 68, 131 (2016)CrossRef M. Watanabe, R.B. Thapa, T. Ohsumi, H. Fujiwara, C. Yonezawa, N. Tomii et al., Detection of damaged urban areas using interferometric SAR coherence change with PALSAR-2. Earth, Planets Space 68, 131 (2016)CrossRef
14.
Zurück zum Zitat D. Brunner, G. Lemoine, L. Bruzzone, Earthquake damage assessment of buildings using VHR optical and SAR imagery. IEEE Trans. Geosci. Remote Sens. 48, 2403–2420 (2010)CrossRef D. Brunner, G. Lemoine, L. Bruzzone, Earthquake damage assessment of buildings using VHR optical and SAR imagery. IEEE Trans. Geosci. Remote Sens. 48, 2403–2420 (2010)CrossRef
15.
Zurück zum Zitat M. Chini, N. Pierdicca, W.J. Emery, Exploiting SAR and VHR optical images to quantify damage caused by the 2003 Bam earthquake. IEEE Trans. Geosci. Remote Sens. 47, 145–152 (2009)CrossRef M. Chini, N. Pierdicca, W.J. Emery, Exploiting SAR and VHR optical images to quantify damage caused by the 2003 Bam earthquake. IEEE Trans. Geosci. Remote Sens. 47, 145–152 (2009)CrossRef
16.
Zurück zum Zitat P. Gamba, F. Dell’Acqua, G. Trianni, Rapid damage detection in the Bam area using multitemporal SAR and exploiting ancillary data. IEEE Trans. Geosci. Remote Sens. 45, 1582–1589 (2007)CrossRef P. Gamba, F. Dell’Acqua, G. Trianni, Rapid damage detection in the Bam area using multitemporal SAR and exploiting ancillary data. IEEE Trans. Geosci. Remote Sens. 45, 1582–1589 (2007)CrossRef
17.
Zurück zum Zitat S. Stramondo, C. Bignami, M. Chini, N. Pierdicca, A. Tertulliani, Satellite radar and optical remote sensing for earthquake damage detection: Results from different case studies. Int. J. Remote Sens. 27, 4433–4447 (2006)CrossRef S. Stramondo, C. Bignami, M. Chini, N. Pierdicca, A. Tertulliani, Satellite radar and optical remote sensing for earthquake damage detection: Results from different case studies. Int. J. Remote Sens. 27, 4433–4447 (2006)CrossRef
18.
Zurück zum Zitat H.D. Guo, J.W. Ma, B. Zhang, Z. Li, J. Huang, L.W. Zhu, Damage consequence chain mapping after the Wenchuan Earthquake using remotely sensed data. Int. J. Remote Sens. 31, 3427–3433 (2010)CrossRef H.D. Guo, J.W. Ma, B. Zhang, Z. Li, J. Huang, L.W. Zhu, Damage consequence chain mapping after the Wenchuan Earthquake using remotely sensed data. Int. J. Remote Sens. 31, 3427–3433 (2010)CrossRef
19.
Zurück zum Zitat T.L. Wang, Y.Q. Jin, Postearthquake building damage assessment using multi-mutual information from pre-event optical image and postevent SAR image. IEEE Geosci. Remote Sens. Lett. 9, 452–456 (2012)CrossRef T.L. Wang, Y.Q. Jin, Postearthquake building damage assessment using multi-mutual information from pre-event optical image and postevent SAR image. IEEE Geosci. Remote Sens. Lett. 9, 452–456 (2012)CrossRef
20.
Zurück zum Zitat M. Chini, A. Piscini, F.R. Cinti, S. Amici, R. Nappi, P.M.D. Martini, The 2011 Tohoku (Japan) tsunami inundation and liquefaction investigated through optical, thermal, and SAR data. IEEE Geosci. Remote Sens. Lett. 10, 347–351 (2013)CrossRef M. Chini, A. Piscini, F.R. Cinti, S. Amici, R. Nappi, P.M.D. Martini, The 2011 Tohoku (Japan) tsunami inundation and liquefaction investigated through optical, thermal, and SAR data. IEEE Geosci. Remote Sens. Lett. 10, 347–351 (2013)CrossRef
21.
Zurück zum Zitat Y. Yamaguchi, Disaster monitoring by fully polarimetric SAR data acquired with ALOS-PALSAR. Proc. IEEE 100, 2851–2860 (2012)CrossRef Y. Yamaguchi, Disaster monitoring by fully polarimetric SAR data acquired with ALOS-PALSAR. Proc. IEEE 100, 2851–2860 (2012)CrossRef
22.
Zurück zum Zitat M. Sato, S.-W. Chen, M. Satake, Polarimetric SAR analysis of tsunami damage following the March 11, 2011 East Japan Earthquake. Proc. IEEE 100, 2861–2875 (2012)CrossRef M. Sato, S.-W. Chen, M. Satake, Polarimetric SAR analysis of tsunami damage following the March 11, 2011 East Japan Earthquake. Proc. IEEE 100, 2861–2875 (2012)CrossRef
23.
Zurück zum Zitat S.W. Chen, M. Sato, Tsunami damage investigation of built-up areas using multitemporal spaceborne full polarimetric SAR images. IEEE Trans. Geosci. Remote Sens. 51, 1985–1997 (2013)CrossRef S.W. Chen, M. Sato, Tsunami damage investigation of built-up areas using multitemporal spaceborne full polarimetric SAR images. IEEE Trans. Geosci. Remote Sens. 51, 1985–1997 (2013)CrossRef
24.
Zurück zum Zitat M. Watanabe, T. Motohka, Y. Miyagi, C. Yonezawa, M. Shimada, Analysis of urban areas affected by the 2011 off the pacific coast of Tohoku Earthquake and Tsunami with L-band SAR full-polarimetric mode. IEEE Geosci. Remote Sens. Lett. 9, 472–476 (2012)CrossRef M. Watanabe, T. Motohka, Y. Miyagi, C. Yonezawa, M. Shimada, Analysis of urban areas affected by the 2011 off the pacific coast of Tohoku Earthquake and Tsunami with L-band SAR full-polarimetric mode. IEEE Geosci. Remote Sens. Lett. 9, 472–476 (2012)CrossRef
25.
Zurück zum Zitat G. Singh, Y. Yamaguchi, W.M. Boerner, S.E. Park, Monitoring of the March 11, 2011, Off-Tohoku 9.0 Earthquake with super-tsunami disaster by implementing fully polarimetric high-resolution POLSAR techniques. Proc. IEEE 101, 831–846 (2013)CrossRef G. Singh, Y. Yamaguchi, W.M. Boerner, S.E. Park, Monitoring of the March 11, 2011, Off-Tohoku 9.0 Earthquake with super-tsunami disaster by implementing fully polarimetric high-resolution POLSAR techniques. Proc. IEEE 101, 831–846 (2013)CrossRef
26.
Zurück zum Zitat S.E. Park, Y. Yamaguchi, D.J. Kim, Polarimetric SAR remote sensing of the 2011 Tohoku earthquake using ALOS/PALSAR. Remote Sens. Environ. 132, 212–220 (2013)CrossRef S.E. Park, Y. Yamaguchi, D.J. Kim, Polarimetric SAR remote sensing of the 2011 Tohoku earthquake using ALOS/PALSAR. Remote Sens. Environ. 132, 212–220 (2013)CrossRef
27.
Zurück zum Zitat S.W. Chen, X.S. Wang, M. Sato, Urban damage level mapping based on scattering mechanism investigation using fully polarimetric SAR data for the 3.11 East Japan earthquake. IEEE Trans. Geosci. Remote Sens. 54, 6919–6929 (2016)CrossRef S.W. Chen, X.S. Wang, M. Sato, Urban damage level mapping based on scattering mechanism investigation using fully polarimetric SAR data for the 3.11 East Japan earthquake. IEEE Trans. Geosci. Remote Sens. 54, 6919–6929 (2016)CrossRef
28.
Zurück zum Zitat M. Shimada, M. Takahashi, T. Motooka, M. Ohki, T. Yamanokuchi, Y. Miyagi, N. Kawano, T. Shiraishi, and R. Thapa, Monitoring the great east Japan earthquake using ALOS. IEEE GRSS Newsl. 19–24, (2011) M. Shimada, M. Takahashi, T. Motooka, M. Ohki, T. Yamanokuchi, Y. Miyagi, N. Kawano, T. Shiraishi, and R. Thapa, Monitoring the great east Japan earthquake using ALOS. IEEE GRSS Newsl. 19–24, (2011)
29.
Zurück zum Zitat T. Tadono, M. Shimada, H. Murakami, J. Takaku, Calibration of PRISM and AVNIR-2 onboard ALOS “Daichi”. IEEE Trans. Geosci. Remote Sens. 47, 4042–4050 (2009)CrossRef T. Tadono, M. Shimada, H. Murakami, J. Takaku, Calibration of PRISM and AVNIR-2 onboard ALOS “Daichi”. IEEE Trans. Geosci. Remote Sens. 47, 4042–4050 (2009)CrossRef
30.
Zurück zum Zitat G. Franceschetti, A. Iodice, D. Riccio, A canonical problem in electromagnetic backscattering from buildings. IEEE Trans. Geosci. Remote Sens. 40, 1787–1801 (2002)CrossRef G. Franceschetti, A. Iodice, D. Riccio, A canonical problem in electromagnetic backscattering from buildings. IEEE Trans. Geosci. Remote Sens. 40, 1787–1801 (2002)CrossRef
31.
Zurück zum Zitat Y. Yamaguchi, A. Sato, W.M. Boerner, R. Sato, H. Yamada, Four-component scattering power decomposition with rotation of coherency matrix. IEEE Trans. Geosci. Remote Sens. 49, 2251–2258 (2011)CrossRef Y. Yamaguchi, A. Sato, W.M. Boerner, R. Sato, H. Yamada, Four-component scattering power decomposition with rotation of coherency matrix. IEEE Trans. Geosci. Remote Sens. 49, 2251–2258 (2011)CrossRef
32.
Zurück zum Zitat J.S. Lee, D.L. Schuler, T.L. Ainsworth, E. Krogager, D. Kasilingam, W.M. Boerner, On the estimation of radar polarization orientation shifts induced by terrain slopes. IEEE Trans. Geosci. Remote Sens. 40, 30–41 (2002)CrossRef J.S. Lee, D.L. Schuler, T.L. Ainsworth, E. Krogager, D. Kasilingam, W.M. Boerner, On the estimation of radar polarization orientation shifts induced by terrain slopes. IEEE Trans. Geosci. Remote Sens. 40, 30–41 (2002)CrossRef
33.
Zurück zum Zitat K. Iribe, M. Sato, Analysis of polarization orientation angle shifts by artificial structures. IEEE Trans. Geosci. Remote Sens. 45, 3417–3425 (2007)CrossRef K. Iribe, M. Sato, Analysis of polarization orientation angle shifts by artificial structures. IEEE Trans. Geosci. Remote Sens. 45, 3417–3425 (2007)CrossRef
34.
Zurück zum Zitat H. Kimura, Radar polarization orientation shifts in built-up areas. IEEE Geosci. Remote Sens. Lett. 5, 217–221 (2008)CrossRef H. Kimura, Radar polarization orientation shifts in built-up areas. IEEE Geosci. Remote Sens. Lett. 5, 217–221 (2008)CrossRef
35.
Zurück zum Zitat S.W. Chen, M. Ohki, M. Shimada, M. Sato, Deorientation effect investigation for model-based decomposition over oriented built-up areas. IEEE Geosci. Remote Sens. Lett. 10, 273–277 (2013)CrossRef S.W. Chen, M. Ohki, M. Shimada, M. Sato, Deorientation effect investigation for model-based decomposition over oriented built-up areas. IEEE Geosci. Remote Sens. Lett. 10, 273–277 (2013)CrossRef
36.
Zurück zum Zitat S.P. Xiao, S.W. Chen, Y.L. Chang, Y.Z. Li, M. Sato, Polarimetric coherence optimization and its application for manmade target extraction in PolSAR data. IEICE Trans. Electron. E97C, 566–574 (2014)CrossRef S.P. Xiao, S.W. Chen, Y.L. Chang, Y.Z. Li, M. Sato, Polarimetric coherence optimization and its application for manmade target extraction in PolSAR data. IEICE Trans. Electron. E97C, 566–574 (2014)CrossRef
37.
Zurück zum Zitat S.W. Chen, X.S. Wang, M. Sato, PolInSAR complex coherence estimation based on covariance matrix similarity test. IEEE Trans. Geosci. Remote Sens. 50, 4699–4710 (2012)CrossRef S.W. Chen, X.S. Wang, M. Sato, PolInSAR complex coherence estimation based on covariance matrix similarity test. IEEE Trans. Geosci. Remote Sens. 50, 4699–4710 (2012)CrossRef
38.
Zurück zum Zitat S.R. Cloude, E. Pottier, An entropy based classification scheme for land applications of polarimetric SAR. IEEE Trans. Geosci. Remote Sens. 35, 68–78 (1997)CrossRef S.R. Cloude, E. Pottier, An entropy based classification scheme for land applications of polarimetric SAR. IEEE Trans. Geosci. Remote Sens. 35, 68–78 (1997)CrossRef
39.
Zurück zum Zitat J.S. Lee, M.R. Grunes, T.L. Ainsworth, L. Du, D.L. Schuler, S.R. Cloude, Unsupervised classification using target decomposition and the complex Wishart classifier. IEEE Trans. Geosci. Remote Sens. 37, 2249–2258 (1999)CrossRef J.S. Lee, M.R. Grunes, T.L. Ainsworth, L. Du, D.L. Schuler, S.R. Cloude, Unsupervised classification using target decomposition and the complex Wishart classifier. IEEE Trans. Geosci. Remote Sens. 37, 2249–2258 (1999)CrossRef
40.
Zurück zum Zitat S.W. Chen, Y.Z. Li, X.S. Wang, A visualization tool for polarimetric SAR data investigation, in the 11th European Synthetic Aperture Radar Conference, 579–582 (2016) S.W. Chen, Y.Z. Li, X.S. Wang, A visualization tool for polarimetric SAR data investigation, in the 11th European Synthetic Aperture Radar Conference, 579–582 (2016)
41.
Zurück zum Zitat S.W. Chen, X.S. Wang, Polarimetric coherence pattern: A visualization tool for PolSAR data investigation, in IEEE International Geoscience and Remote Sensing Symposium, 7509–7512 (2016) S.W. Chen, X.S. Wang, Polarimetric coherence pattern: A visualization tool for PolSAR data investigation, in IEEE International Geoscience and Remote Sensing Symposium, 7509–7512 (2016)
42.
Zurück zum Zitat S.W. Chen, Polarimetric coherence pattern: A visualization and characterization tool for PolSAR data investigation, IEEE Trans. Geosci. Remote Sens. 56, 286–297 (2018)CrossRef S.W. Chen, Polarimetric coherence pattern: A visualization and characterization tool for PolSAR data investigation, IEEE Trans. Geosci. Remote Sens. 56, 286–297 (2018)CrossRef
Metadaten
Titel
Natural Disaster Investigation and Urban Damage Level Mapping
verfasst von
Si-Wei Chen
Xue-Song Wang
Shun-Ping Xiao
Motoyuki Sato
Copyright-Jahr
2018
Verlag
Springer Singapore
DOI
https://doi.org/10.1007/978-981-10-7269-7_5