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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

Pengfei Zhang, Chong Xu, Siyuan Ma, Xiaoyi Shao, Yingying Tian, Boyu Wen
2020 Remote Sensing  
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  
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

Alessandro Cesare Mondini, Fausto Guzzetti, Kang-Tsung Chang, Oriol Monserrat, Tapas Ranjan Martha, Andrea Manconi
2021 Earth-Science Reviews  
, 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

Alessandro Mondini, Michele Santangelo, Margherita Rocchetti, Enrica Rossetto, Andrea Manconi, Oriol Monserrat
2019 Remote Sensing  
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