Imaging ground surface deformations in post-disaster settings via small UAVs

Abstract Small unmanned aerial vehicles have been seeing increased deployment in field surveys in recent years. Their portability, maneuverability, and high-resolution imaging are useful in mapping surface features that satellite- and plane-mounted imaging systems could not access. In this study, we...

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Main Authors: Richard L. Ybañez, Audrei Anne B. Ybañez, Alfredo Mahar Francisco A. Lagmay, Mario A. Aurelio
Format: Article
Language:English
Published: SpringerOpen 2021-06-01
Series:Geoscience Letters
Subjects:
Online Access:https://doi.org/10.1186/s40562-021-00194-8
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spelling doaj-953e1ca103ac44c09ac4198fcf3f14372021-06-20T11:10:50ZengSpringerOpenGeoscience Letters2196-40922021-06-018111410.1186/s40562-021-00194-8Imaging ground surface deformations in post-disaster settings via small UAVsRichard L. Ybañez0Audrei Anne B. Ybañez1Alfredo Mahar Francisco A. Lagmay2Mario A. Aurelio3National Institute of Geological Sciences, College of Science, University of the PhilippinesUniversity of the Philippines Resilience Institute, University of the PhilippinesNational Institute of Geological Sciences, College of Science, University of the PhilippinesNational Institute of Geological Sciences, College of Science, University of the PhilippinesAbstract Small unmanned aerial vehicles have been seeing increased deployment in field surveys in recent years. Their portability, maneuverability, and high-resolution imaging are useful in mapping surface features that satellite- and plane-mounted imaging systems could not access. In this study, we develop and apply a workplan for implementing UAV surveys in post-disaster settings to optimize the flights for the needs of the scientific team and first responders. Three disasters caused by geophysical hazards and their associated surface deformation impacts were studied implementing this workplan and was optimized based on the target features and environmental conditions. An earthquake that caused lateral spreading and damaged houses and roads near riverine areas were observed in drone images to have lengths of up to 40 m and vertical displacements of 60 cm. Drone surveys captured 2D aerial raster images and 3D point clouds leading to the preservation of these features in soft-sedimentary ground which were found to be tilled over after only 3 months. The point cloud provided a stored 3D environment where further analysis of the mechanisms leading to these fissures is possible. In another earthquake-devastated locale, areas hypothesized to contain the suspected source fault zone necessitated low-altitude UAV imaging below the treeline capturing Riedel shears with centimetric accuracy that supported the existence of extensional surface deformation due to fault movement. In the aftermath of a phreatomagmatic eruption and the formation of sub-metric fissures in nearby towns, high-altitude flights allowed for the identification of the location and dominant NE–SW trend of these fissures suggesting horst-and-graben structures. The workplan implemented and refined during these deployments will prove useful in surveying other post-disaster settings around the world, optimizing data collection while minimizing risk to the drone and the drone operators.https://doi.org/10.1186/s40562-021-00194-8Natural hazardsPost-disasterSmall UAV
collection DOAJ
language English
format Article
sources DOAJ
author Richard L. Ybañez
Audrei Anne B. Ybañez
Alfredo Mahar Francisco A. Lagmay
Mario A. Aurelio
spellingShingle Richard L. Ybañez
Audrei Anne B. Ybañez
Alfredo Mahar Francisco A. Lagmay
Mario A. Aurelio
Imaging ground surface deformations in post-disaster settings via small UAVs
Geoscience Letters
Natural hazards
Post-disaster
Small UAV
author_facet Richard L. Ybañez
Audrei Anne B. Ybañez
Alfredo Mahar Francisco A. Lagmay
Mario A. Aurelio
author_sort Richard L. Ybañez
title Imaging ground surface deformations in post-disaster settings via small UAVs
title_short Imaging ground surface deformations in post-disaster settings via small UAVs
title_full Imaging ground surface deformations in post-disaster settings via small UAVs
title_fullStr Imaging ground surface deformations in post-disaster settings via small UAVs
title_full_unstemmed Imaging ground surface deformations in post-disaster settings via small UAVs
title_sort imaging ground surface deformations in post-disaster settings via small uavs
publisher SpringerOpen
series Geoscience Letters
issn 2196-4092
publishDate 2021-06-01
description Abstract Small unmanned aerial vehicles have been seeing increased deployment in field surveys in recent years. Their portability, maneuverability, and high-resolution imaging are useful in mapping surface features that satellite- and plane-mounted imaging systems could not access. In this study, we develop and apply a workplan for implementing UAV surveys in post-disaster settings to optimize the flights for the needs of the scientific team and first responders. Three disasters caused by geophysical hazards and their associated surface deformation impacts were studied implementing this workplan and was optimized based on the target features and environmental conditions. An earthquake that caused lateral spreading and damaged houses and roads near riverine areas were observed in drone images to have lengths of up to 40 m and vertical displacements of 60 cm. Drone surveys captured 2D aerial raster images and 3D point clouds leading to the preservation of these features in soft-sedimentary ground which were found to be tilled over after only 3 months. The point cloud provided a stored 3D environment where further analysis of the mechanisms leading to these fissures is possible. In another earthquake-devastated locale, areas hypothesized to contain the suspected source fault zone necessitated low-altitude UAV imaging below the treeline capturing Riedel shears with centimetric accuracy that supported the existence of extensional surface deformation due to fault movement. In the aftermath of a phreatomagmatic eruption and the formation of sub-metric fissures in nearby towns, high-altitude flights allowed for the identification of the location and dominant NE–SW trend of these fissures suggesting horst-and-graben structures. The workplan implemented and refined during these deployments will prove useful in surveying other post-disaster settings around the world, optimizing data collection while minimizing risk to the drone and the drone operators.
topic Natural hazards
Post-disaster
Small UAV
url https://doi.org/10.1186/s40562-021-00194-8
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