An improved model based on the support vector machine and cuckoo algorithm for simulating reference evapotranspiration

• Main Authors: Ehteram, M., Singh, V.P., Ferdowsi, A., Mousavi, S.F., Farzin, S., Karami, H., Mohd, N.S., Afan, H.A., Lai, S.H., Kisi, O., Malek, M.A., Ahmed, A.N., El-Shafie, A.
• Format: Article
• Language: English
• Published: 2020
• Institution: Universiti Tenaga Nasional

Reference evapotranspiration (ET0) plays a fundamental role in irrigated agriculture. The objective of this study is to simulate monthly ET0 at a meteorological station in India using a new method, an improved support vector machine (SVM) based on the cuckoo algorithm (CA), which is known as SVM-CA....