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International Geoscience and Remote Sensing Symposium

In 2021 a joint initiative of Belgium and The Netherlands

TH4.O-18.3

VISUAL PREDICTION OF TROPICAL CYCLONES WITH DEEP CONVOLUTIONAL GENERATIVE ADVERSARIAL NETWORKS

Pengfei Xie, Fan Meng, China University of Petroleum (East China), China; Bowen Li, South China University of Technology, China; Ying Li, Zhiyong Yu, Handan Sun, Tao Song, China University of Petroleum (East China), China; Danya Xu, Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), China
Session:
Hazards on Water
Track:
Special Themes
Presentation Time:
Thu, 15 Jul, 15:10-15:25 (UTC)
Thu, 15 Jul, 17:10-17:25 Central Europe Summer Time (UTC +2)
Thu, 15 Jul, 23:10-23:25 China Standard Time (UTC +8)
Thu, 15 Jul, 11:10-11:25 Eastern Daylight Time (UTC -4)
Session Co-Chairs:
Dominik Günzel, German Aerospace Center (DLR) and Apostolos Papakonstantinou, University of the Aegean
Session Manager:
Jie Zhao
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Session TH4.O-18
TH4.O-18.1: SAR SATELLITE ON-BOARD SHIP, WIND, AND SEA STATE DETECTION
Stefan Wiehle, Dominik Günzel, Björn Tings, German Aerospace Center (DLR), Germany
TH4.O-18.2: INTEGRATED MONITORING SYSTEM FOR BEACH LITTER PREPAREDNESS AND RESPONSE
Konstantinos Topouzelis, Apostolos Papakonstantinou, Marios Batsaris, Spyros Spondylidis, University of the Aegean, Greece
TH4.O-18.3: VISUAL PREDICTION OF TROPICAL CYCLONES WITH DEEP CONVOLUTIONAL GENERATIVE ADVERSARIAL NETWORKS
Pengfei Xie, Fan Meng, China University of Petroleum (East China), China; Bowen Li, South China University of Technology, China; Ying Li, Zhiyong Yu, Handan Sun, Tao Song, China University of Petroleum (East China), China; Danya Xu, Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), China
TH4.O-18.4: FLOOD INDEX ESTIMATION USING L-BAND SAR DATA FOR ASSAM FLOOD PRONE REGIONS
Samvedya Surampudi, Vijay Kumar, Vellore Institute of Technology, India; Kiran Yarrakula, Ghani Khan Choudhury Institute of Engineering & Technology, India
TH4.O-18.5: AUTOMATIC COLLECTION OF TRAINING SAMPLES FOR FLOODED AREAS
Luis Moya, Faculty of Civil Engineering, National University of Engineering, Peru; Masakazu Hashimoto, Erick Mas, Shunichi Koshimura, Tohoku University, Japan
TH4.O-18.6: Assessment and monitoring of high sea state generated by tropical cyclones
Maria Yurovskaya, Marine Hydrophysical Institute, Russia; Vladimir Kudryavtsev, Russian State Hydrometeorological University, Russia; Bertrand Chapron, IFREMER, France

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