Hybrid precipitation downscaling over coastal watersheds in Japan using WRF and CNN

Tu T., Ishida K., Ercan A., Kiyama M., Amagasaki M., Zhao T.

JOURNAL OF HYDROLOGY-REGIONAL STUDIES, vol.37, 2021 (SCI-Expanded, Scopus)

  • Publication Type: Article / Article
  • Volume: 37
  • Publication Date: 2021
  • Doi Number: 10.1016/j.ejrh.2021.100921
  • Journal Name: JOURNAL OF HYDROLOGY-REGIONAL STUDIES
  • Journal Indexes: Science Citation Index Expanded (SCI-EXPANDED), Scopus, INSPEC, Directory of Open Access Journals
  • Keywords: WRF, Convolutional neural network, Precipitation, Downscaling, Deep learning, EXTREME PRECIPITATION, MODEL
  • Middle East Technical University Affiliated: No

Abstract

Study region: Kuma River Watershed in Japan.