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, cilt.37, 2021 (SCI-Expanded) identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 37
  • Basım Tarihi: 2021
  • Doi Numarası: 10.1016/j.ejrh.2021.100921
  • Dergi Adı: JOURNAL OF HYDROLOGY-REGIONAL STUDIES
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus, INSPEC, Directory of Open Access Journals
  • Anahtar Kelimeler: WRF, Convolutional neural network, Precipitation, Downscaling, Deep learning, EXTREME PRECIPITATION, MODEL
  • Orta Doğu Teknik Üniversitesi Adresli: Hayır

Özet

Study region: Kuma River Watershed in Japan.