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International Geoscience and Remote Sensing Symposium

In 2021 a joint initiative of Belgium and The Netherlands

WE4.O-18.4

RAIN-F: A fusion dataset for rainfall prediction using convolutional neural network

Yeji Choi, Keumgang Cha, Minyoung Back, Hyunguk Choi, Taegyun Jeon, SI-Analytics, South Korea
Session:
Precipitation Modelling
Track:
Atmosphere Applications
Presentation Time:
Wed, 14 Jul, 15:25-15:40 (UTC)
Wed, 14 Jul, 17:25-17:40 Central Europe Summer Time (UTC +2)
Wed, 14 Jul, 23:25-23:40 China Standard Time (UTC +8)
Wed, 14 Jul, 11:25-11:40 Eastern Daylight Time (UTC -4)
Session Co-Chairs:
Tomoo Ushio, Osaka University and Chandra V Chandrasekar, Colorado State University
Session Manager:
Weizhi Deng
Presentation
Discussion
Resources
Session WE4.O-18
WE4.O-18.1: CONVECTIVE PRECIPITATION NOWCASTING USING U-NET MODEL
He Liang, Ocean University of China, China; Haonan Chen, Colorado State University, United States; Wei Zhang, Yurong Ge, Lei Han, Ocean University of China, China
WE4.O-18.2: Some Improvements in the GSMaP_Gauge Algorithm
Tomoaki Mega, Tomoo Ushio, Osaka University, Japan; Takuji Kubota, Tomoko Tashima, Japan Aerospace Exploration Agency (JAXA) / EORC, Japan
WE4.O-18.3: Global water budget of Exascale Earth System Model (E3SM) in CMIP6 and ERA5
Mohamed Eltahan, University of Cologne, Germany; Nour Daoud, Ain Shams University, Egypt; Sabah Alahmadi, King Abdulaziz City for Science and Technology, Saudi Arabia
WE4.O-18.4: RAIN-F: A fusion dataset for rainfall prediction using convolutional neural network
Yeji Choi, Keumgang Cha, Minyoung Back, Hyunguk Choi, Taegyun Jeon, SI-Analytics, South Korea
WE4.O-18.5: USING EDBF ALGORITHM IN THE PREDICTION AND DOWNSCALING OF HIGH-RESOLUTION ANNUAL PRECIPITATION THROUGH MULTITEMPORAL GPM VARIABLES
Sana Ullah, Zhengkang Zuo, Lei Yan, Peking University, China
WE4.O-18.6: A SCIENCE-FOCUSED, SCALABLE, FLEXIBLE OBSERVING SYSTEM SIMULATION EXPERIMENT (OSSE) TOOLKIT
Derek Posselt, Brian Wilson, NASA Jet Propulsion Laboratory, California Institute of Technology, United States; Rachel Storer, University of California, Los Angeles, United States; Derek Tropf, George Duffy, Matt Lebsock, Vishal Lall, Noppasin Niamsuwan, Simone Tanelli, NASA Jet Propulsion Laboratory, California Institute of Technology, United States

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