Long-term forecasting of monthly mean reference evapotranspiration using deep neural network: A comparison of training strategies and approaches

• Main Authors: Chia, Min Yan, Huang, Yuk Feng, Koo, Chai Hoon, Ng, Jing Lin, Ahmed, Ali Najah, El-Shafie, Ahmed
• Format: Article
• Published: Elsevier 2022
• Subjects: TA Engineering (General). Civil engineering (General)
• Online Access: http://eprints.um.edu.my/40424/; https://doi.org/10.1016/j.asoc.2022.109221
• Institution: Universiti Malaya

Prediction of reference evapotranspiration (ET0) remains a challenge, especially with forward multi-step forecasting. The bottleneck facing current research is the limitation of the span of the forecasting time horizons, which can be rather disappointing, especially when long-term forecasting is des...