WE4.R15: Machine Learning and Remote Sensing Data for Rapid Disaster Response II
Wed, 19 Jul, 15:45 - 17:00 Pacific Time (UTC -8)
Location: Room F
Session Type: Oral
Session Co-Chairs: Marc Wieland, German Aerospace Center (DLR) and Nina Merkle, German Aerospace Center (DLR)
Session Manager: Ge Jiang
Track: Community-Contributed Sessions
Wed, 19 Jul, 15:45 - 15:57 Pacific Time (UTC -8)

WE4.R15.1: STATE-OF-THE-ART EARTH OBSERVATION SOLUTIONS SERVING THE OPERATIONAL NEEDS OF DISASTER MANAGEMENT AGENCIES AND CIVIL PROTECTION AUTHORITIES
Charalampos (Haris) Kontoes, Alexia Tsouni, Stella Girtsou, Alexis Apostolakis, Stavroula Alatza, Vassilis Sitokonstantinou, Nikolaos S. Bartsotas, National Observatory of Athens (NOA), Greece
Wed, 19 Jul, 15:57 - 16:09 Pacific Time (UTC -8)

WE4.R15.2: DEVELOPING A FRAMEWORK FOR RAPID COLLAPSED BUILDING MAPPING USING SATELLITE IMAGERY AND DEEP LEARNING MODELS
Bruno Adriano, Tohoku University, Japan; Hiroyuki Miura, Hiroshima University, Japan; Wen Liu, Chiba University, Japan; Masashi Matsuoka, Tokyo Institute of Technology, Japan; Shunichi Koshimura, Tohoku University, Japan
Wed, 19 Jul, 16:09 - 16:21 Pacific Time (UTC -8)

WE4.R15.3: MACHINE LEARNING ALGORITHM COMPARISON FOR AUTOMATIC BURNT AREA MAPPING WITH HIGH-RESOLUTION SATELLITE DATA
Maria Sdraka, Alkinoos Dimakis, Ioannis Papoutsis, Orion Lab, Greece; Zisoula Ntasiou, Alexandros Malounis, Hellenic Fire Service, Greece
Wed, 19 Jul, 16:21 - 16:33 Pacific Time (UTC -8)

WE4.R15.4: MONITORING RETROGRESSIVE THAW SLUMPS IN PERMAFROST REGIONS WITH DEEP LEARNING
Konrad Heidler, Technische Universität München, Germany; Ingmar Nitze, Guido Grosse, Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research, Germany; Xiao Xiang Zhu, Technische Universität München, Germany
Wed, 19 Jul, 16:33 - 16:45 Pacific Time (UTC -8)

WE4.R15.5: Normalizing Flow-based Deep Variational Bayesian Network for Seismic Multi-hazards and Impacts Estimation from InSAR Imagery
Xuechun Li, Stony Brook University, United States; Paula Burgi, U.S. Geological Survey, United States; Wei Ma, Hong Kong Poly University, Hong Kong SAR China; Hae Young Noh, Stanford University, United States; David Wald, U.S. Geological Survey, United States; Susu Xu, Stony Brook University, United States
Wed, 19 Jul, 16:45 - 17:00 Pacific Time (UTC -8)

WE4.R15.D: Discussion