IGARSS 2026 || Washington, D.C. || 9

FR1.R19: Artificial Intelligence for Active and Passive Remote Sensing of Precipitation

Friday, 14 August, 08:30 - 09:45

Location: Piscataway

Session Type: Oral

Session Co-Chairs: Yulan Hong, CISESS/Earth System Science Interdisciplinary Center, University of Maryland and Haonan Chen, Colorado State University and Yalei You, University of North Carolina Wilmington

Track: Community Contributed Themes

Fri, 14 Aug, 08:30 - 08:45

FR1.R19.1: Improving Operational Weather Radar Rainfall Mapping Using A Deep Learning Technique

Haonan Chen, Colorado State University; Luyao Sun, Sun Yat-Sen University

Fri, 14 Aug, 08:45 - 09:00

FR1.R19.2: RAINFALL RETRIEVAL FROM CROSS TRACK PASSIVE MICROWAVE OBSERVATIONS USING A TRANSFORMER-BASED DEEP LEARNING FRAMEWORK

Mahyar Garshasbi, Buddha Subedi, Ardeshir Ebtehaj, University of Minnesota

Fri, 14 Aug, 09:00 - 09:15

FR1.R19.3: GPTCAST-BASED RADAR NOWCASTING FOR HAILSTORM PREDICTION IN COLORADO AND WYOMING

V. Chandrasekar, Vishnu Charan Venkatesh, Chandrasekar Radhakrishnan, Sounak Biswas, Renzo Bechini, Colorado State University

Fri, 14 Aug, 09:15 - 09:30

FR1.R19.4: Continual Learning for Multi-Domain Precipitation Retrievals Using Satellite Observations from the GOES-R Series

Yifan Yang, Haonan Chen, Colorado State University

Fri, 14 Aug, 09:30 - 09:45

FR1.R19.5: The Effects of Ice Habit Models on Passive Microwave Snowfall Rate Retrievals

Yulan Hong, CISESS/Earth System Science Interdisciplinary Center, University of Maryland; Huan Meng, NOAA/NESDIS/Center for Satellite Applications and Research (STAR); Yongzhen Fan, Jun Dong, CISESS/Earth System Science Interdisciplinary Center, University of Maryland; Tong Ren, Ping Yang, Texas A&M University