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 …
Estimation of daily reference evapotranspiration (ETo) using artificial intelligence methods: Offering a new approach for lagged ETo data-based modeling
S Mehdizadeh - Journal of hydrology, 2018 - Elsevier
Evapotranspiration (ET) is considered as a key factor in hydrological and climatological
studies, agricultural water management, irrigation scheduling, etc. It can be directly …
studies, agricultural water management, irrigation scheduling, etc. It can be directly …
Reference evapotranspiration estimating based on optimal input combination and hybrid artificial intelligent model: Hybridization of artificial neural network with grey …
Reference Evapotranspiration (ET o) is one of the key components of the hydrological cycle
that is effective in water resources planning, irrigation and agricultural management and …
that is effective in water resources planning, irrigation and agricultural management and …
[HTML][HTML] Comparative analysis of kernel-based versus ANN and deep learning methods in monthly reference evapotranspiration estimation
Timely and accurate estimation of reference evapotranspiration (ET 0) is indispensable for
agricultural water management for efficient water use. This study aims to estimate the …
agricultural water management for efficient water use. This study aims to estimate the …
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 …
Artificial intelligence models versus empirical equations for modeling monthly reference evapotranspiration
Accurate estimation of reference evapotranspiration (ET o) is profoundly crucial in crop
modeling, sustainable management, hydrological water simulation, and irrigation …
modeling, sustainable management, hydrological water simulation, and irrigation …
Development of boosted machine learning models for estimating daily reference evapotranspiration and comparison with empirical approaches
S Mehdizadeh, B Mohammadi, QB Pham, Z Duan - Water, 2021 - mdpi.com
Proper irrigation scheduling and agricultural water management require a precise
estimation of crop water requirement. In practice, reference evapotranspiration (ETo) is firstly …
estimation of crop water requirement. In practice, reference evapotranspiration (ETo) is firstly …
Evaluation of FAO56-PM, empirical, semi-empirical and gene expression programming approaches for estimating daily reference evapotranspiration in hyper-arid …
J Shiri - Agricultural water management, 2017 - Elsevier
Accurate estimation of the reference evapotranspiration (ET o) is needed in water resources
planning and management, irrigation scheduling and efficient agricultural water …
planning and management, irrigation scheduling and efficient agricultural water …
Evaluating of eight evapotranspiration estimation methods in arid regions of Iran
Z Shirmohammadi-Aliakbarkhani… - Agricultural Water …, 2020 - Elsevier
Evapotranspiration (ET) plays an important role in efficient irrigation and water resources
management. ET can be accurately estimated via the FAO–Penman–Monteith method (ET …
management. ET can be accurately estimated via the FAO–Penman–Monteith method (ET …
Estimation of monthly reference evapotranspiration using novel hybrid machine learning approaches
In this research, five hybrid novel machine learning approaches, artificial neural network
(ANN)-embedded grey wolf optimizer (ANN-GWO), multi-verse optimizer (ANN-MVO) …
(ANN)-embedded grey wolf optimizer (ANN-GWO), multi-verse optimizer (ANN-MVO) …