Enhanced daily reference evapotranspiration estimation using optimized hybrid support vector regression models
Accurate estimation of reference evapotranspiration (ET0) is a crucial parameter in
implementing precise irrigation strategies and managing regional water resources …
implementing precise irrigation strategies and managing regional water resources …
Modeling daily reference evapotranspiration via a novel approach based on support vector regression coupled with whale optimization algorithm
B Mohammadi, S Mehdizadeh - Agricultural Water Management, 2020 - Elsevier
In achieving water resource management goals such as irrigation scheduling, an accurate
estimate of reference evapotranspiration (ET 0) is critical. Support vector regression (SVR) …
estimate of reference evapotranspiration (ET 0) is critical. Support vector regression (SVR) …
Monthly evapotranspiration estimation using optimal climatic parameters: efficacy of hybrid support vector regression integrated with whale optimization algorithm
For effective planning of irrigation scheduling, water budgeting, crop simulation, and water
resources management, the accurate estimation of reference evapotranspiration (ET o) is …
resources management, the accurate estimation of reference evapotranspiration (ET o) is …
Evaluation of machine learning versus empirical models for monthly reference evapotranspiration estimation in Uttar Pradesh and Uttarakhand States, India
Reference evapotranspiration (ETo) plays an important role in agriculture applications such
as irrigation scheduling, crop simulation, water budgeting, and reservoir operations …
as irrigation scheduling, crop simulation, water budgeting, and reservoir operations …
A review of recent advances and future prospects in calculation of reference evapotranspiration in Bangladesh using soft computing models
Evapotranspiration (ETo) is a complex and non-linear hydrological process with a significant
impact on efficient water resource planning and long-term management. The Penman …
impact on efficient water resource planning and long-term management. The Penman …
Support vector regression model optimized with GWO versus GA algorithms: Estimating daily pan-evaporation
Ensuring accurate estimation of evaporation is vital for suitable planning and efficient
utilization of water resources, especially in arid and semiarid regions. Thus, the purpose of …
utilization of water resources, especially in arid and semiarid regions. Thus, the purpose of …
Estimation of reference crop evapotranspiration with three different machine learning models and limited meteorological variables
Precise reference crop evapotranspiration (ET0) estimation plays a key role in agricultural
fields as it aids in the proper operation and management of irrigation scheduling. However …
fields as it aids in the proper operation and management of irrigation scheduling. However …
Examination of Single-and Hybrid-Based Metaheuristic Algorithms in ANN Reference Evapotranspiration Estimating
HE Khairan, SL Zubaidi, SF Raza, M Hameed… - Sustainability, 2023 - mdpi.com
Hydrological resource management, including crop watering and irrigation scheduling,
relies on reliable estimates of reference evapotranspiration (ETo). However, previous …
relies on reliable estimates of reference evapotranspiration (ETo). However, previous …
Advanced hybrid metaheuristic machine learning models application for reference crop evapotranspiration prediction
Hybrid metaheuristic algorithm (MA), an advanced tool in the artificial intelligence field,
provides precise reference evapotranspiration (ETo) prediction that is highly important for …
provides precise reference evapotranspiration (ETo) prediction that is highly important for …
Performance evaluation of five machine learning algorithms for estimating reference evapotranspiration in an arid climate
A Raza, R Fahmeed, NR Syed, OM Katipoğlu, M Zubair… - Water, 2023 - mdpi.com
The Food and Agriculture Organization recommends that the Penman–Monteith Method
contains Equation 56 (PMF) as a widely accepted standard for reference evapotranspiration …
contains Equation 56 (PMF) as a widely accepted standard for reference evapotranspiration …