Damage detection due to the typhoon haiyan from high-resolution SAR images

Wen Liu; Masashi Matsuoka; Bruno Adriano; Erick Mas; Shunichi Koshimura

doi:10.1109/IGARSS.2014.6947575

Damage detection due to the typhoon haiyan from high-resolution SAR images

Wen Liu, Masashi Matsuoka, Bruno Adriano, Erick Mas, Shunichi Koshimura

IRIDeS - Risk Evaluation and Disaster Mitigation Research Division

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

3 Citations (Scopus)

Abstract

A strong typhoon "Haiyan" affected Southeast Asia on November 8, 2013, caused gigantic destruction in the Philippines. In this study, two pre- and one post-event COSMO-SkyMed SCSB data were used to detect the damaged area around Tacloban City, Leyte Island. First, the severe damaged areas were detected according to the difference between the pre- and post-event speckle divergence values. Then the pre- and co-event coherence (NDCI) and correlation coefficient (NDCOI) were calculated from the three temporal data. The relationships between the four building damage levels and NDCI or NDCOI value were obtained by introducing the visual interoperation result. Using this relationship, the possibility of each damage class was estimated in the whole urban area.

Original language	English
Title of host publication	International Geoscience and Remote Sensing Symposium (IGARSS)
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	4828-4831
Number of pages	4
ISBN (Electronic)	9781479957750
DOIs	https://doi.org/10.1109/IGARSS.2014.6947575
Publication status	Published - 2014 Nov 4
Event	Joint 2014 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2014 and the 35th Canadian Symposium on Remote Sensing, CSRS 2014 - Quebec City, Canada Duration: 2014 Jul 13 → 2014 Jul 18

Publication series

Name	International Geoscience and Remote Sensing Symposium (IGARSS)

Conference

Conference	Joint 2014 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2014 and the 35th Canadian Symposium on Remote Sensing, CSRS 2014
Country/Territory	Canada
City	Quebec City
Period	14/7/13 → 14/7/18

Keywords

building damage
coherence
correlation coefficient
COSMO-SkyMed data
speckle divergence

Access to Document

10.1109/IGARSS.2014.6947575

Cite this

Liu, W., Matsuoka, M., Adriano, B., Mas, E., & Koshimura, S. (2014). Damage detection due to the typhoon haiyan from high-resolution SAR images. In International Geoscience and Remote Sensing Symposium (IGARSS) (pp. 4828-4831). Article 6947575 (International Geoscience and Remote Sensing Symposium (IGARSS)). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IGARSS.2014.6947575

@inproceedings{d1a29c6dae02466ca3a8a75bace03129,

title = "Damage detection due to the typhoon haiyan from high-resolution SAR images",

abstract = "A strong typhoon {"}Haiyan{"} affected Southeast Asia on November 8, 2013, caused gigantic destruction in the Philippines. In this study, two pre- and one post-event COSMO-SkyMed SCSB data were used to detect the damaged area around Tacloban City, Leyte Island. First, the severe damaged areas were detected according to the difference between the pre- and post-event speckle divergence values. Then the pre- and co-event coherence (NDCI) and correlation coefficient (NDCOI) were calculated from the three temporal data. The relationships between the four building damage levels and NDCI or NDCOI value were obtained by introducing the visual interoperation result. Using this relationship, the possibility of each damage class was estimated in the whole urban area.",

keywords = "building damage, coherence, correlation coefficient, COSMO-SkyMed data, speckle divergence",

author = "Wen Liu and Masashi Matsuoka and Bruno Adriano and Erick Mas and Shunichi Koshimura",

note = "Publisher Copyright: {\textcopyright} 2014 IEEE.; Joint 2014 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2014 and the 35th Canadian Symposium on Remote Sensing, CSRS 2014 ; Conference date: 13-07-2014 Through 18-07-2014",

year = "2014",

month = nov,

day = "4",

doi = "10.1109/IGARSS.2014.6947575",

language = "English",

series = "International Geoscience and Remote Sensing Symposium (IGARSS)",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "4828--4831",

booktitle = "International Geoscience and Remote Sensing Symposium (IGARSS)",

address = "United States",

}

Liu, W, Matsuoka, M, Adriano, B, Mas, E & Koshimura, S 2014, Damage detection due to the typhoon haiyan from high-resolution SAR images. in International Geoscience and Remote Sensing Symposium (IGARSS)., 6947575, International Geoscience and Remote Sensing Symposium (IGARSS), Institute of Electrical and Electronics Engineers Inc., pp. 4828-4831, Joint 2014 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2014 and the 35th Canadian Symposium on Remote Sensing, CSRS 2014, Quebec City, Canada, 14/7/13. https://doi.org/10.1109/IGARSS.2014.6947575

Damage detection due to the typhoon haiyan from high-resolution SAR images. / Liu, Wen; Matsuoka, Masashi; Adriano, Bruno et al.
International Geoscience and Remote Sensing Symposium (IGARSS). Institute of Electrical and Electronics Engineers Inc., 2014. p. 4828-4831 6947575 (International Geoscience and Remote Sensing Symposium (IGARSS)).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Damage detection due to the typhoon haiyan from high-resolution SAR images

AU - Liu, Wen

AU - Matsuoka, Masashi

AU - Adriano, Bruno

AU - Mas, Erick

AU - Koshimura, Shunichi

PY - 2014/11/4

Y1 - 2014/11/4

N2 - A strong typhoon "Haiyan" affected Southeast Asia on November 8, 2013, caused gigantic destruction in the Philippines. In this study, two pre- and one post-event COSMO-SkyMed SCSB data were used to detect the damaged area around Tacloban City, Leyte Island. First, the severe damaged areas were detected according to the difference between the pre- and post-event speckle divergence values. Then the pre- and co-event coherence (NDCI) and correlation coefficient (NDCOI) were calculated from the three temporal data. The relationships between the four building damage levels and NDCI or NDCOI value were obtained by introducing the visual interoperation result. Using this relationship, the possibility of each damage class was estimated in the whole urban area.

AB - A strong typhoon "Haiyan" affected Southeast Asia on November 8, 2013, caused gigantic destruction in the Philippines. In this study, two pre- and one post-event COSMO-SkyMed SCSB data were used to detect the damaged area around Tacloban City, Leyte Island. First, the severe damaged areas were detected according to the difference between the pre- and post-event speckle divergence values. Then the pre- and co-event coherence (NDCI) and correlation coefficient (NDCOI) were calculated from the three temporal data. The relationships between the four building damage levels and NDCI or NDCOI value were obtained by introducing the visual interoperation result. Using this relationship, the possibility of each damage class was estimated in the whole urban area.

KW - building damage

KW - coherence

KW - correlation coefficient

KW - COSMO-SkyMed data

KW - speckle divergence

UR - http://www.scopus.com/inward/record.url?scp=84911413885&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84911413885&partnerID=8YFLogxK

U2 - 10.1109/IGARSS.2014.6947575

DO - 10.1109/IGARSS.2014.6947575

M3 - Conference contribution

AN - SCOPUS:84911413885

T3 - International Geoscience and Remote Sensing Symposium (IGARSS)

SP - 4828

EP - 4831

BT - International Geoscience and Remote Sensing Symposium (IGARSS)

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - Joint 2014 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2014 and the 35th Canadian Symposium on Remote Sensing, CSRS 2014

Y2 - 13 July 2014 through 18 July 2014

ER -

Liu W, Matsuoka M, Adriano B, Mas E , Koshimura S. Damage detection due to the typhoon haiyan from high-resolution SAR images. In International Geoscience and Remote Sensing Symposium (IGARSS). Institute of Electrical and Electronics Engineers Inc. 2014. p. 4828-4831. 6947575. (International Geoscience and Remote Sensing Symposium (IGARSS)). doi: 10.1109/IGARSS.2014.6947575

Damage detection due to the typhoon haiyan from high-resolution SAR images

Abstract

Publication series

Conference

Keywords

Access to Document

Other files and links

Fingerprint

Cite this