IEEE IGARSS 2022 || Kuala Lumpur, Malaysia || 17

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

Session:

Observations of Clouds and Precipitation from Space Oral Virtual

Location:

Virtual Room 11

Presentation Time:

Thu, 21 Jul, 20:35 - 20:50 Malaysia Time (UTC +8)
Thu, 21 Jul, 14:35 - 14:50 Central European Time (UTC +2)
Thu, 21 Jul, 12:35 - 12:50 UTC
Thu, 21 Jul, 08:35 - 08:50 Eastern Time (UTC -4)

Session Co-Chairs:

V Chandrasekar, Colorado State University and Jieying HE, National Space Science Center, Chinese Academy of Sciences

Session Manager:

Min Wee Ong

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

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