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Quantitative assessment of earthquake-induced building damage at regional scale using LiDAR data

Foroughnia, Fatemeh and Macchiarulo, Valentina and Berg, Luis and Dejong, Matthew and Milillo, Pietro and Hudnut, Kenneth W. and Gavin, Kenneth and Giardina, Giorgia (2024) Quantitative assessment of earthquake-induced building damage at regional scale using LiDAR data. International Journal of Disaster Risk Reduction. Elsevier. doi: 10.1016/j.ijdrr.2024.104403. ISSN 2212-4209.

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Abstract

Regional-scale assessment of the damage caused by earthquakes to structures is crucial for post-disaster management. While remote sensing techniques can be of great help for a quick post-event structural assessment of large areas, currently available methods are limited to the detection of severely-damaged buildings. Furthermore, remote sensing-based assessment methods typically provide only qualitative results, as they lack integration with information on the building’s behaviour in response to seismic-induced ground shaking. In this study, we developed a new methodology that uses airborne Light Detection And Ranging (LiDAR) data in combination with structural indicators of building response to provide a quantitative assessment of earthquake-induced damage at a regional scale. LiDAR datasets collected before and after an earthquake are used to measure residual displacements of building roofs. The resulting lateral drift estimations are used to quantify the level of damage for a specific building typology. Application to the LiDAR datasets collected before and after the 2014 earthquake in Napa Valley, California, demonstrates the capability of the proposed method to detect moderate levels of structural damage, proving its potential for faster and more accurate support to post-disaster management.

Item URL in elib:https://elib.dlr.de/204166/
Document Type:Article
Title:Quantitative assessment of earthquake-induced building damage at regional scale using LiDAR data
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Foroughnia, FatemehUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Macchiarulo, ValentinaUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Berg, LuisUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Dejong, MatthewUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Milillo, PietroUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Hudnut, Kenneth W.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Gavin, KennethUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Giardina, GiorgiaUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Date:22 March 2024
Journal or Publication Title:International Journal of Disaster Risk Reduction
Refereed publication:Yes
Open Access:Yes
Gold Open Access:No
In SCOPUS:Yes
In ISI Web of Science:Yes
DOI:10.1016/j.ijdrr.2024.104403
Publisher:Elsevier
ISSN:2212-4209
Status:Published
Keywords:Earthquake, LiDAR, disaster management
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Space
HGF - Program Themes:Earth Observation
DLR - Research area:Raumfahrt
DLR - Program:R EO - Earth Observation
DLR - Research theme (Project):R - AI4SAR
Location: Oberpfaffenhofen
Institutes and Institutions:Microwaves and Radar Institute > Spaceborne SAR Systems
Microwaves and Radar Institute
Deposited By: Rizzoli, Paola
Deposited On:15 May 2024 10:43
Last Modified:11 Nov 2024 14:09

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