Estimating daily reference evapotranspiration using hybrid gamma test-least square support vector machine, gamma test-ANN, and gamma test-ANFIS models in an …
In this study, a hybrid model of least square support vector machine-gamma test (LSSVM-
GT) is proposed for estimating daily ETo under arid conditions of Zahedan station, Iran …
GT) is proposed for estimating daily ETo under arid conditions of Zahedan station, Iran …
A novel hybrid AIG-SVR model for estimating daily reference evapotranspiration
E Mirzania, DK Vishwakarma, QAT Bui… - Arabian Journal of …, 2023 - Springer
Reference evapotranspiration (ETo) simulation is of great importance for various procedures
of the hydrological cycle, irrigation, agronomic management, and planning and …
of the hydrological cycle, irrigation, agronomic management, and planning and …
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) …
Comparison of SVM, ANFIS and GEP in modeling monthly potential evapotranspiration in an arid region (Case study: Sistan and Baluchestan Province, Iran)
Evapotranspiration is an important component in planning and management of water
resources. It depends on climatic factors and the influence of these factors on each other …
resources. It depends on climatic factors and the influence of these factors on each other …
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 …
Evaluation of multivariate linear regression for reference evapotranspiration modeling in different climates of Iran
S Sharafi, MM Ghaleni - Theoretical and Applied Climatology, 2021 - Springer
The study aimed to evaluate the accuracy of empirical equations (Hargreaves-Samani; HS,
Irmak; IR and Dalton; DT) and multivariate linear regression models (MLR1–6) for estimating …
Irmak; IR and Dalton; DT) and multivariate linear regression models (MLR1–6) for estimating …
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) …
Comparative study of time series models, support vector machines, and GMDH in forecasting long-term evapotranspiration rates in northern Iran
Evapotranspiration estimation and forecasting is a key step in water management projects,
especially in water-scarce countries such as Iran. Seasonal autoregressive integrated …
especially in water-scarce countries such as Iran. Seasonal autoregressive integrated …
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 …