Modern Techniques to Modeling Reference Evapotranspiration in a Semiarid Area Based on ANN and GEP Models

Modern Techniques to Modeling Reference Evapotranspiration in a Semiarid Area Based on ANN and GEP Models

Evapotranspiration (ET) is a significant aspect of the hydrologic cycle, notably in irrigated agriculture. Direct approaches for estimating reference evapotranspiration (ET0) are either difficult or need a large number of inputs that are not always available from meteorological stations. Over a 6-ye...

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Bibliographic Details
Main Authors: Achite, M. (Author), Elshaboury, N. (Author), Jehanzaib, M. (Author), Kim, T.-W (Author), Krakauer, N. (Author), Sattari, M.T (Author), Toubal, A.K (Author), Wałęga, A. (Author), Yoo, J.-Y (Author)
Format: Article
Language:English
Published: MDPI 2022
Subjects:
Algeria
ANN
artificial neural network
evapotranspiration
FAO-56 penman–monteith
FAO-56 Penman–Monteith
Gene expression
Gene-expression programming
GEP
hydrological cycle
Low cheliff
Lower Cheliff
Machine learning
Mean square error
Meteorological station
Meteorology
Penman Monteith
Penman-Monteith equation
Programming models
Radial basis function networks
reference evapotranspiration
Reference evapotranspiration
Root mean square errors
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