Pixelwise Modeling with Two-Dimensional Convolutional Long Short-Term Memory Networks for Nowcasting Heavy Rainfall

Yi (Victor) Wang1, Seung Hee Kim2, Gyuwon Lee3 and Menas Kafatos2, (1)Chapman University, Institute for Earth, Computing, Human and Observing (ECHO), Orange, United States, (2)Chapman University, Institute for Earth, Computing, Human and Observing (ECHO), Orange, CA, United States, (3)Kyungpook National University, Department of Atmospheric Sciences and Center for Atmospheric Remote Sensing, Daegu, South Korea