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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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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