Estimation of reference evapotranspiration using data driven techniques under limited data conditions
Estimation of reference evapotranspiration (E T_0)(ET 0) is a major task in irrigation and
water resources development and management. In this context, the FAO56 Penman …
water resources development and management. In this context, the FAO56 Penman …
Comparison of heuristic and empirical approaches for estimating reference evapotranspiration from limited inputs in Iran
J Shiri, AH Nazemi, AA Sadraddini, G Landeras… - … and Electronics in …, 2014 - Elsevier
Accurate estimation of reference evapotranspiration (ET 0) values is of crucial importance in
hydrology, agriculture and agro-meteorology issues. The present study reports a …
hydrology, agriculture and agro-meteorology issues. The present study reports a …
Comparative assessment of reference evapotranspiration estimation using conventional method and machine learning algorithms in four climatic regions
Reference evapotranspiration (ET o) is considered as an essential component in
hydrological and agro meteorological processes. Its accurate estimation becomes an …
hydrological and agro meteorological processes. Its accurate estimation becomes an …
SVM, ANFIS, regression and climate based models for reference evapotranspiration modeling using limited climatic data in a semi-arid highland environment
The accurate estimation of reference evapotranspiration (ETo) becomes imperative in the
planning and management of irrigation practices. The Penman–Monteith FAO 56 (PMF-56) …
planning and management of irrigation practices. The Penman–Monteith FAO 56 (PMF-56) …
Calibration of empirical equations for estimating reference evapotranspiration in different climates of Iran
S Sharafi, M Mohammadi Ghaleni - Theoretical and Applied Climatology, 2021 - Springer
The accurate estimation of reference evapotranspiration (ETref) is a crucial component for
modeling hydrological and ecological cycles. The goal of this study was the calibration of 32 …
modeling hydrological and ecological cycles. The goal of this study was the calibration of 32 …
Performance evaluation of modified versions of Hargreaves equation across a wide range of Iranian climates
P Hosseinzadeh Talaee - Meteorology and Atmospheric Physics, 2014 - Springer
Reference evapotranspiration (ET o) is significant for water resources planning and
environmental studies. Many equations have been developed for ET o estimation in various …
environmental studies. Many equations have been developed for ET o estimation in various …
Multilayer perceptron for reference evapotranspiration estimation in a semiarid region
H Tabari, P Hosseinzadeh Talaee - Neural Computing and Applications, 2013 - Springer
Calculation of reference evapotranspiration (ET o) is essential in hydrology and agriculture.
ET o plays an important role in planning and management of water resources and irrigation …
ET o plays an important role in planning and management of water resources and irrigation …
Utilizing Machine Learning Models with Limited Meteorological Data as Alternatives for the FAO-56PM Model in Estimating Reference Evapotranspiration
The current study evaluated the accuracy of four machine learning (ML) models and thirteen
experimental methods calibrated to estimate reference evapotranspiration (ET0) in arid and …
experimental methods calibrated to estimate reference evapotranspiration (ET0) in arid and …
A review of the Artificial Intelligence (AI) based techniques for estimating reference evapotranspiration: Current trends and future perspectives
Reference Evapotranspiration (ET o) is a complex, dynamic and non-linear hydrological
process. Accurate estimation of ET o has long been an eminent topic of interest in the …
process. Accurate estimation of ET o has long been an eminent topic of interest in the …
[PDF][PDF] Comparative evaluation of different potential evapotranspiration estimation approaches
Accurate estimation of potential evapotranspiration is necessary step in water resources
management. Recently, the FAO-56 version of Penman-Monteith equation has been …
management. Recently, the FAO-56 version of Penman-Monteith equation has been …