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Automatic Extraction of Seismic Landslides in Large Areas with Complex Environments Based on Deep Learning: An Example of the 2018 Iburi Earthquake, Japan
2020
Remote Sensing
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In this paper, Planet Satellite images with a spatial resolution of 3 m are used to train a seismic landslide recognition model based on the deep learning method to carry out rapid and automatic extraction ...
of landslides triggered by the 2018 Iburi earthquake, Japan. ...
Acknowledgments: Thanks for PLANET Company for providing us with pre-and post-earthquake images. ...
doi:10.3390/rs12233992
fatcat:wpxmbrwzbncfdpksqeiacl2ym4
Oral presentation speakers of Fifth World Landslide Forum
2021
Landslides. Journal of the International Consortium on Landslides
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Himalaya and effect of
Gorkha earthquake 2015
Onsite
5
Toshiya Aoki
Hokkaido
University
Japan
Pressure head dynamics on
a natural slope in Eastern
Iburi struck by the 2018
Hokkaido earthquake ...
6.1 Impact of large ground deformations near seismic faults on critically important civil-infrastructures
1
Kazuo Konagai
International
Consortium
on
Landslides
Japan
Recent earthquakes that ...
doi:10.1007/s10346-021-01680-y
pmid:34054394
pmcid:PMC8144692
fatcat:akqrpjvljrd2vftcqho2lb7pfq
Landslide failures detection and mapping using Synthetic Aperture Radar: Past, present and future
2021
Earth-Science Reviews
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, and the environment in many areas. ...
The time history of the case studies reveals the increasing interest of the investigators in the use of SAR imagery for landslide detection and mapping, with less than one article per year from 1995 to ...
to the surface of the target cell), allowing for an automatic threshold-based detection of the seismically-induced landslides. ...
doi:10.1016/j.earscirev.2021.103574
fatcat:z3etcojua5czjniuuyq575vmje
Sentinel-1 SAR Amplitude Imagery for Rapid Landslide Detection
2019
Remote Sensing
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Results show that in about eighty-four percent of the cases, changes caused by landslides on SAR amplitudes are unambiguous, whereas only in about thirteen percent of the cases there is no evidence. ...
The method promises to increase the availability of information on landslides at different spatial and temporal scales with benefits for event magnitude assessment during weather-related emergencies, model ...
Conflicts of Interest: The authors declare no conflict of interest. ...
doi:10.3390/rs11070760
fatcat:yho3spcjl5c75dtzbb5amudzrq