TUP.P29.10

RETRIEVING TROPICAL CYCLONE WIND SPEED WITH RANDOM FOREST USING RADARSAT AND SENTINEL-1A/B SAR IMAGES

Xiaohui Li, Jingsong Yang, Second Institute of Oceanography, Ministry of Natural Resources, China; Jiuke Wang, National Marine Environmental Forecasting Center, China; Guoqi Han, Fisheries and Oceans Canada, Canada; Gang Zheng, Lizhang Zhou, Peng Chen, Lin Ren, Second Institute of Oceanography, Ministry of Natural Resources, China
Session:
TUP.P29: Ocean Surface Winds and Currents I Poster
Track:
Oceans
Location:
Poster Area 29
Presentation Time:
Tue, 18 Jul, 14:15 - 15:45 Pacific Time (UTC -8)
Session Co-Chairs:
Xiaofeng Yang, Aerospace Information Research Institute, Chinese Academy of Sciences and Xingou Xu, National Space Science Center, Chinese Academy of Sciences and Saibun Tjuatja, The University of Texas at Arlington
Session Managers:
Ge Jiang and Lanying Wang and Ayoti Banerjee and Shubham Awasthi
Presentation
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Discussion
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Resources
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Session TUP.P29
TUP.P29.1: TROPICAL CYCLONE WINDS FROM CFOSAT SCATTEROMETER: EVALUATION AND CALIBRATION USING SMAP L-BAND RADIOMETER
Xiaohui Li, Jingsong Yang, Second Institute of Oceanography, Ministry of Natural Resources, China; Jiuke Wang, National Marine Environmental Forecasting Center, Canada; Guoqi Han, Fisheries and Oceans Canada, China; Lin Ren, Gang Zheng, Peng Chen, Lizhang Zhou, Second Institute of Oceanography, Ministry of Natural Resources, China
TUP.P29.2: AI-based Tropical Cyclogenesis Prediction From Remotely Sensed Sea Surface Winds
Xiaofeng Yang, Aerospace Information Research Institute, Chinese Academy of Sciences, China
TUP.P29.3: EXTREME WINDS FROM KU-BAND AND C-BAND WIND SCATTEROMETERS
Xingou Xu, National Space Science Center, Chinese Academy of Sciences, China; Ad Stoffelen, Royal Netherlands Meteorological Institute （KNMI）, Netherlands; Weicheng Ni, National University of Defense Technology, China; Marcos Portabella, Alberto Rabaneda, Institut de Ciències del Mar (ICM-CSIC) Barcelona, Spain
TUP.P29.4: RETRIEVAL OF TYPHOON WIND SPEED FROM SENTINEL-1 DUAL-POLARIZATION SAR BASED ON MACHINE LEARNING
Xintong Zhao, Qiushuang Yan, China University of Petroleum, China; Chenqing Fan, Ministry of Natural Resources, China; Jie Zhang, China University of Petroleum, China
TUP.P29.5: A Method for Continues Calibration of a Rotating Antenna Scatterometer in Application to CFOSAT Measurements
Alexey Mironov, eOdyn, France; Yves Quilfen, Jean-Francois Piolle, Bertrand Chapron, IFREMER, France
TUP.P29.6: COASTAL WIND SPEED RETRIEVAL FROM HY-2C SCATTEROMETER BASED ON LIGHT GRADIENT BOOSTING MODEL
Biao Zhang, Beijing Information Science and Technology University, China; Jingyi Liu, National Space Science Center, Chinese Academy of Sciences, Beijing 100190, China, China; Lanjie Zhang, Xuehua Li, Beijing Information Science and Technology University, China
TUP.P29.7: STARE PROCESSING IMPROVES GNSS-R, MACHINE LEARNING-BASED OCEAN WIND SPEED RETRIEVAL
Sophie Anderson, Yunxiang Liu, Ian Collett, Y. Jade Morton, University of Colorado Boulder, United States
TUP.P29.8: COWVR/TEMPEST SURFACE STATE PARAMETER RETRIEVALS
Jackie May, Clark Rowley, NRL SSC, United States
TUP.P29.9: SEA ICE SCREENING ABILITY IN KU-BAND AND C-BAND WIND SCATTEROMETRY
Xingou Xu, National Space Science Center, Chinese Academy of Sciences, China; Ad Stoffelen, Royal Netherlands Meteorological Institute （KNMI）, Netherlands
TUP.P29.10: RETRIEVING TROPICAL CYCLONE WIND SPEED WITH RANDOM FOREST USING RADARSAT AND SENTINEL-1A/B SAR IMAGES
Xiaohui Li, Jingsong Yang, Second Institute of Oceanography, Ministry of Natural Resources, China; Jiuke Wang, National Marine Environmental Forecasting Center, China; Guoqi Han, Fisheries and Oceans Canada, Canada; Gang Zheng, Lizhang Zhou, Peng Chen, Lin Ren, Second Institute of Oceanography, Ministry of Natural Resources, China
Resources
No resources available.