17 - 22 July, 2022 • Physical: Kuala Lumpur Convention Centre (KLCC), Kuala Lumpur, Malaysia • Hybrid: Online Platform

Preserving Our Heritage, Enabling Our Future Through Remote Sensing

17 - 22 July, 2022 • Physical: Kuala Lumpur Convention Centre (KLCC), Kuala Lumpur, Malaysia • Hybrid: Online Platform

TH5.V11.2

PRECIPITATION ESTIMATION FROM FY-3D MICROWAVE RADIATION IMAGER USING DEEP LEARNING

Kangwen Liu, Jieying He, National Space Science Center, Chinese Academy of Sciences, China; Haonan Chen, Colorado State University, Fort Collins,, United States
Session:
Observations of Clouds and Precipitation from Space Oral Virtual
Track:
Atmosphere Applications
Location:
Virtual Room 11
Presentation Time:
Thu, 21 Jul, 20:05 - 20:20 Malaysia Time (UTC +8)
Thu, 21 Jul, 14:05 - 14:20 Central European Time (UTC +1)
Thu, 21 Jul, 12:05 - 12:20 UTC
Thu, 21 Jul, 08:05 - 08:20 Eastern Time (UTC -5)
Session Co-Chairs:
V Chandrasekar, Colorado State University and Jieying HE, National Space Science Center, Chinese Academy of Sciences
Session Manager:
Min Wee Ong
Presentation
Discussion
Resources
No resources available.
Session TH5.V11
TH5.V11.1: APPLICATION OF THE SPHERICAL HARMONIC EXPANSION TECHNIQUE TO THE STUDY OF GLOBAL CLOUD PROPERTIES
Jiachen Ding, Ping Yang, Lifan Wang, Elaine Oran, Texas A&M University, United States
TH5.V11.2: PRECIPITATION ESTIMATION FROM FY-3D MICROWAVE RADIATION IMAGER USING DEEP LEARNING
Kangwen Liu, Jieying He, National Space Science Center, Chinese Academy of Sciences, China; Haonan Chen, Colorado State University, Fort Collins,, United States
TH5.V11.3: SIMULATION STUDY OF PRECIPITATION USING BISTATIC SPACEBORNE SAR ARCHITECTURE
Shashank S Joshil, V Chandrasekar, Colorado State University, United States; Kevin R Maschhoff, Martin F Ryba, BAE Systems, United States; Yanting Wang, U.S. Naval Research Laboratory,, United States
TH5.V11.4: MULTIVARIATE MULTI-STEP CONVECTION NOWCASTING WITH DEEP NEURAL NETWORKS: THE NOVARA CASE STUDY
Riccardo Biondi, Sandy Chkeir, Aikaterini Anesiadou, Alessandra Mascitelli, Università degli Studi di Padova, Italy; Eugenio Realini, Geomatics Research & Development (GReD) srl, Italy; Luca Nisi, MeteoSwiss, Switzerland; Corrado Cimarelli, Ludwig Maximilian University of Munich (LMU), Germany
TH5.V11.5: A NEW SYNTHETIC PROXY APPROACH OF IMPROVED EMPIRICAL RELATIONSHIP BETWEEN PROXY AND PREDICTAND IN SPATIAL DOWNSCALING
Sana Ullah, Lei Yan, Peking University, China