Application of an artificial intelligence technique enhanced with intelligent water drops for monthly reference evapotranspiration estimation
F Ahmadi, S Mehdizadeh, B Mohammadi… - Agricultural Water …, 2021 - Elsevier
Reference evapotranspiration (ET 0) is one of the most important parameters, which is
required in many fields such as hydrological, agricultural, and climatological studies …
required in many fields such as hydrological, agricultural, and climatological studies …
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 …
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 …
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 …
Long-term monthly evapotranspiration modeling by several data-driven methods without climatic data
In this study, the ability of four different data-driven methods, multilayer perceptron artificial
neural networks (ANN), adaptive neuro-fuzzy inference system (ANFIS) with grid partition …
neural networks (ANN), adaptive neuro-fuzzy inference system (ANFIS) with grid partition …
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 …
Machine learning models for the estimation of monthly mean daily reference evapotranspiration based on cross-station and synthetic data
The estimation of reference evapotranspiration (ET0) is important in hydrology research,
irrigation scheduling design and water resources management. This study explored the …
irrigation scheduling design and water resources management. This study explored the …
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 …
Empirical and learning machine approaches to estimating reference evapotranspiration based on temperature data
MM Reis, AJ da Silva, JZ Junior, LDT Santos… - … and electronics in …, 2019 - Elsevier
The precise estimation of reference evapotranspiration (ET 0) is crucial for the planning and
management of water resources and agricultural production. In this study, the applicability of …
management of water resources and agricultural production. In this study, the applicability of …
Reference evapotranspiration prediction using neural networks and optimum time lags
M Gocić, M Arab Amiri - Water Resources Management, 2021 - Springer
The reference evapotranspiration (ET 0) plays a significant role especially in agricultural
water management and water resources planning for irrigation. It can be calculated using …
water management and water resources planning for irrigation. It can be calculated using …