no code implementations • 3 Jan 2022 • Mohammad A. Moghaddam, Ty P. A. Ferre, Xingyuan Chen, Kewei Chen, Mohammad Reza Ehsani
The results indicate that both ML and DL methods can be used to infer the surface/ground exchange flux.
1 code implementation • 16 Aug 2021 • Mohammad Reza Ehsani, Ariyan Zarei, Hoshin V. Gupta, Kobus Barnard, Ali Behrangi
However, the development of such a system is complicated by the chaotic nature of the atmosphere, and the consequent rapid changes that can occur in the structures of precipitation systems In this work, we develop two approaches (hereafter referred to as Nowcasting-Nets) that use Recurrent and Convolutional deep neural network structures to address the challenge of precipitation nowcasting.
