Sensitivity and Limitation in Damage Detection for Individual Buildings Using InSAR Coherence—A Case Study in 2016 Kumamoto Earthquakes

In this paper, evaluation results are presented for multi-temporal interferometric coherence analysis using a Synthetic Aperture Radar (SAR) for damage assessment in an urban area. The latest space-borne SARs potentially have a high enough spatial resolution to assess individual buildings. However,...

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Main Authors: Ryo Natsuaki, Hiroto Nagai, Naoya Tomii, Takeo Tadono
Format: Article
Language:English
Published: MDPI AG 2018-02-01
Series:Remote Sensing
Subjects:
Online Access:http://www.mdpi.com/2072-4292/10/2/245
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spelling doaj-e9c42562874842dbb34a2b1f49476f1d2020-11-25T02:29:37ZengMDPI AGRemote Sensing2072-42922018-02-0110224510.3390/rs10020245rs10020245Sensitivity and Limitation in Damage Detection for Individual Buildings Using InSAR Coherence—A Case Study in 2016 Kumamoto EarthquakesRyo Natsuaki0Hiroto Nagai1Naoya Tomii2Takeo Tadono3Department of Electrical Engineering and Information Systems, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-8656, JapanEarth Observation Research Center, Japan Aerospace Exploration Agency, 2-1-1 Sengen, Tsukuba, Ibaraki 305-8505, JapanSatellite Applications and Operations Center, Japan Aerospace Exploration Agency, 2-1-1 Sengen, Tsukuba, Ibaraki 305-8505, JapanEarth Observation Research Center, Japan Aerospace Exploration Agency, 2-1-1 Sengen, Tsukuba, Ibaraki 305-8505, JapanIn this paper, evaluation results are presented for multi-temporal interferometric coherence analysis using a Synthetic Aperture Radar (SAR) for damage assessment in an urban area. The latest space-borne SARs potentially have a high enough spatial resolution to assess individual buildings. However, interferometric coherence analysis has not been evaluated for its limitation in sensitivity and size of damaged buildings. In particular, the correlation between the coherence analysis and the damage level referred to by architectural assessments has been an open question. In this paper, analytical results using ALOS-2 PALSAR-2 datasets are presented from the 2016 Kumamoto earthquakes in Japan. For reference, building damage was assessed throughout the central urban area and specifically at a catastrophically damaged district. The results show that the buildings should be larger than a window size of the coherence for damage detection, and the damage level should be larger than Level-2 of 5, classified with the European Macroseismic Scale 1998 (EMS-98).http://www.mdpi.com/2072-4292/10/2/245synthetic aperture radar (SAR)ALOS-2PALSAR-2damage assessmentinterferometrycoherence
collection DOAJ
language English
format Article
sources DOAJ
author Ryo Natsuaki
Hiroto Nagai
Naoya Tomii
Takeo Tadono
spellingShingle Ryo Natsuaki
Hiroto Nagai
Naoya Tomii
Takeo Tadono
Sensitivity and Limitation in Damage Detection for Individual Buildings Using InSAR Coherence—A Case Study in 2016 Kumamoto Earthquakes
Remote Sensing
synthetic aperture radar (SAR)
ALOS-2
PALSAR-2
damage assessment
interferometry
coherence
author_facet Ryo Natsuaki
Hiroto Nagai
Naoya Tomii
Takeo Tadono
author_sort Ryo Natsuaki
title Sensitivity and Limitation in Damage Detection for Individual Buildings Using InSAR Coherence—A Case Study in 2016 Kumamoto Earthquakes
title_short Sensitivity and Limitation in Damage Detection for Individual Buildings Using InSAR Coherence—A Case Study in 2016 Kumamoto Earthquakes
title_full Sensitivity and Limitation in Damage Detection for Individual Buildings Using InSAR Coherence—A Case Study in 2016 Kumamoto Earthquakes
title_fullStr Sensitivity and Limitation in Damage Detection for Individual Buildings Using InSAR Coherence—A Case Study in 2016 Kumamoto Earthquakes
title_full_unstemmed Sensitivity and Limitation in Damage Detection for Individual Buildings Using InSAR Coherence—A Case Study in 2016 Kumamoto Earthquakes
title_sort sensitivity and limitation in damage detection for individual buildings using insar coherence—a case study in 2016 kumamoto earthquakes
publisher MDPI AG
series Remote Sensing
issn 2072-4292
publishDate 2018-02-01
description In this paper, evaluation results are presented for multi-temporal interferometric coherence analysis using a Synthetic Aperture Radar (SAR) for damage assessment in an urban area. The latest space-borne SARs potentially have a high enough spatial resolution to assess individual buildings. However, interferometric coherence analysis has not been evaluated for its limitation in sensitivity and size of damaged buildings. In particular, the correlation between the coherence analysis and the damage level referred to by architectural assessments has been an open question. In this paper, analytical results using ALOS-2 PALSAR-2 datasets are presented from the 2016 Kumamoto earthquakes in Japan. For reference, building damage was assessed throughout the central urban area and specifically at a catastrophically damaged district. The results show that the buildings should be larger than a window size of the coherence for damage detection, and the damage level should be larger than Level-2 of 5, classified with the European Macroseismic Scale 1998 (EMS-98).
topic synthetic aperture radar (SAR)
ALOS-2
PALSAR-2
damage assessment
interferometry
coherence
url http://www.mdpi.com/2072-4292/10/2/245
work_keys_str_mv AT ryonatsuaki sensitivityandlimitationindamagedetectionforindividualbuildingsusinginsarcoherenceacasestudyin2016kumamotoearthquakes
AT hirotonagai sensitivityandlimitationindamagedetectionforindividualbuildingsusinginsarcoherenceacasestudyin2016kumamotoearthquakes
AT naoyatomii sensitivityandlimitationindamagedetectionforindividualbuildingsusinginsarcoherenceacasestudyin2016kumamotoearthquakes
AT takeotadono sensitivityandlimitationindamagedetectionforindividualbuildingsusinginsarcoherenceacasestudyin2016kumamotoearthquakes
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