DETECTING DISASTER DAMAGE FROM 2015 TYPHOON ETAU BY THE COMBINED USE OF DIFFERENT SAR SATELLITES

In this study, focusing on the flood damages in Joso City in Ibaraki Prefecture, we estimated the extent of inundation using multiple SAR satellites and examined their varied results depending on observational bands. We further examined the potential utilization of combined different SAR data for in...

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Main Authors: K. Honda, K. Fujihira, N. Asada, A. Fukushima, N. Mushiake
Format: Article
Language:English
Published: Copernicus Publications 2016-06-01
Series:The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLI-B8/79/2016/isprs-archives-XLI-B8-79-2016.pdf
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spelling doaj-ebbf1ec2d7e046948ae8c8b5197dcefa2020-11-25T02:31:38ZengCopernicus PublicationsThe International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences1682-17502194-90342016-06-01XLI-B8798310.5194/isprs-archives-XLI-B8-79-2016DETECTING DISASTER DAMAGE FROM 2015 TYPHOON ETAU BY THE COMBINED USE OF DIFFERENT SAR SATELLITESK. Honda0K. Fujihira1N. Asada2A. Fukushima3N. Mushiake4Kokusai Kogyo CO.,ltd., 2-24-1 Harumicho, Fuchu City, TokyoKokusai Kogyo CO.,ltd., 2-24-1 Harumicho, Fuchu City, TokyoKokusai Kogyo CO.,ltd., 2-24-1 Harumicho, Fuchu City, TokyoKokusai Kogyo CO.,ltd., 2-24-1 Harumicho, Fuchu City, TokyoKokusai Kogyo CO.,ltd., 2-24-1 Harumicho, Fuchu City, TokyoIn this study, focusing on the flood damages in Joso City in Ibaraki Prefecture, we estimated the extent of inundation using multiple SAR satellites and examined their varied results depending on observational bands. We further examined the potential utilization of combined different SAR data for initial responses to disasters. For classification of the inundated areas, a binary classification was used with a threshold of backscatter coefficient and the difference in backscatter coefficient between the usual condition and the situation after the breach. In the extraction of inundation after the breach of the levee, COSMO-SkyMed showed the accuracy of 72.6%, while ALOS-2 PALSAR-2 indicated the accuracy of 66.1%. The extent of inundation were extracted by difference of backscatter coefficient using the data taken by Sentinel-1 and ALOS-2 PALSAR-2 before the breach of the levee, and the comparison analysis results showed that the extent of inundation expanded after the breach of the levee. From the above results, we graded the characteristics of the satellites by their observational bands and spatial resolution.https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLI-B8/79/2016/isprs-archives-XLI-B8-79-2016.pdf
collection DOAJ
language English
format Article
sources DOAJ
author K. Honda
K. Fujihira
N. Asada
A. Fukushima
N. Mushiake
spellingShingle K. Honda
K. Fujihira
N. Asada
A. Fukushima
N. Mushiake
DETECTING DISASTER DAMAGE FROM 2015 TYPHOON ETAU BY THE COMBINED USE OF DIFFERENT SAR SATELLITES
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
author_facet K. Honda
K. Fujihira
N. Asada
A. Fukushima
N. Mushiake
author_sort K. Honda
title DETECTING DISASTER DAMAGE FROM 2015 TYPHOON ETAU BY THE COMBINED USE OF DIFFERENT SAR SATELLITES
title_short DETECTING DISASTER DAMAGE FROM 2015 TYPHOON ETAU BY THE COMBINED USE OF DIFFERENT SAR SATELLITES
title_full DETECTING DISASTER DAMAGE FROM 2015 TYPHOON ETAU BY THE COMBINED USE OF DIFFERENT SAR SATELLITES
title_fullStr DETECTING DISASTER DAMAGE FROM 2015 TYPHOON ETAU BY THE COMBINED USE OF DIFFERENT SAR SATELLITES
title_full_unstemmed DETECTING DISASTER DAMAGE FROM 2015 TYPHOON ETAU BY THE COMBINED USE OF DIFFERENT SAR SATELLITES
title_sort detecting disaster damage from 2015 typhoon etau by the combined use of different sar satellites
publisher Copernicus Publications
series The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
issn 1682-1750
2194-9034
publishDate 2016-06-01
description In this study, focusing on the flood damages in Joso City in Ibaraki Prefecture, we estimated the extent of inundation using multiple SAR satellites and examined their varied results depending on observational bands. We further examined the potential utilization of combined different SAR data for initial responses to disasters. For classification of the inundated areas, a binary classification was used with a threshold of backscatter coefficient and the difference in backscatter coefficient between the usual condition and the situation after the breach. In the extraction of inundation after the breach of the levee, COSMO-SkyMed showed the accuracy of 72.6%, while ALOS-2 PALSAR-2 indicated the accuracy of 66.1%. The extent of inundation were extracted by difference of backscatter coefficient using the data taken by Sentinel-1 and ALOS-2 PALSAR-2 before the breach of the levee, and the comparison analysis results showed that the extent of inundation expanded after the breach of the levee. From the above results, we graded the characteristics of the satellites by their observational bands and spatial resolution.
url https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLI-B8/79/2016/isprs-archives-XLI-B8-79-2016.pdf
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