FRP.P23.1

DisasterNets: Embedding Machine Learning in Disaster Mapping

Qingsong Xu, Yilei Shi, Xiao Xiang Zhu, Technical University Munich, Germany

Session:
FRP.P23: Risk and Disaster Management V Poster

Track:
Societal Engagement and Impacts

Location:
Poster Area 23

Presentation Time:
Fri, 21 Jul, 14:15 - 15:45 Pacific Time (UTC -8)

Session Co-Chairs:
Ryo Natsuaki, The University of Tokyo and Akira Hirose, The University of Tokyo
Session Managers:
Srashti Singh and NIMA ESMAEILZADEH and Suhaimee Buya and sunni kanta prasad kushwaha
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Session FRP.P23
FRP.P23.1: DisasterNets: Embedding Machine Learning in Disaster Mapping
Qingsong Xu, Yilei Shi, Xiao Xiang Zhu, Technical University Munich, Germany
FRP.P23.2: DEEP REINFORCEMENT LEARNING DRIVEN CRITICAL INFRASTRUCTURE PROTECTION DURING EXTREME EVENTS
Keshav Agrawal, Surya Durbha, Pratyush Talreja, Indian Institute of Technology Bombay, India; Nivedita Nukavarapu, Beckman Research Centre, United States
FRP.P23.3: Estimation of Dielectric Constant Distribution utilizing Subsurface Objects based on radar image focusing
Ryuta Imai, Akira Hirose, Ryo Natsuaki, The University of Tokyo, Japan
FRP.P23.4: FLOOD ASSESSMENT AND MAPPING BASED ON SAR AND QUAV VERTICAL REMOTE SENSING FRAMEWORK: A CASE STUDY OF 2022 AUSTRALIA MOAMA FLOODS
Ziheng Sheng, Linlin Ge, Chen Li, Ting Bai, Chang Liu, Yunhao Wu, The University of New South Wales, Australia; Qi Zhang, Technical University of Munich, Germany
FRP.P23.5: COMPARISION ANALYSIS OF COMPOUND HEATWAVE AND DROUGHT EVENTS
Chaonan Ji, David Montero, Veronika Grupp, Karin Mora, Miguel D. Mahecha, Leipzig University, Germany
FRP.P23.6: CYGNSS INFORMED STORM SURGE ANALYSES
Mohammad Al-Khaldi, Joel Johnson, Younghun Kang, Ethan Kubatko, Suranjan Nepal, The Ohio State University, United States; Stephen Katzberg, NASA, United States
FRP.P23.7: Characteristics Analysis of Thermal Infrared Remote Sensing Response of No-Emulsified Crude Oil and Emulsified Oil
Zongchen Jiang, Jie Zhang, Harbin Institute of Technology, China; Yi Ma, First Institute of Oceanography, Ministry of Natural Resource, China; Xingpeng Mao, Harbin Institute of Technology, China; Kai Du, Yuxin Dai, China University of Petroleum (East China), China
FRP.P23.8: THE USE OF SENTINEL-2 SATELLITE DATA FOR BURN SEVERITY MAPPING FOR ARAKAPAS FIRE EVENT IN CYPRUS
Maria Prodromou, ERATOSTHENES Centre of Excellence / Cyprus University of Technology, Cyprus; Ioannis Gitas, Aristotle University of Thessaloniki, Greece; Kyriacos Themistocleous, Chris Danezis, ERATOSTHENES Centre of Excellence / Cyprus University of Technology, Cyprus; Vincent Ambrosia, NASA Ames Research Center / California State University Monterey Bay, United States; Diofantos Hadjimitsis, ERATOSTHENES Centre of Excellence / Cyprus University of Technology, Cyprus
FRP.P23.9: AN INTEGRATED OIL SPILL PLANNING, MONITORING AND FORECASTING SYSTEM FOR THE ARABIAN GULF
Alexis Culot, Nylan Ramnauth, Jean Bouchat, Thomas Dobbelaere, Pierre Defourny, UCLouvain, Belgium; Essam Heggy, University of Southern California, United States; Emmanuel Hanert, UCLouvain, Belgium
FRP.P23.10: THE USE OF SAR IMAGES TO AID HARMFUL ALGAE BLOOM MONITORING IN THE BALTIC SEA
Malin Johansson, UiT The Arctic University of Norway, Norway; Cathleen E Jones, Jet Propulsion Laboratory, California Institute of Technology, United States
Resources
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