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 …
[HTML][HTML] Development and comparison of artificial intelligence models for estimating daily reference evapotranspiration from limited input variables
The accurate and efficient computational modelling framework for computation of reference
evapotranspiration (ET 0) is the need of time and is highly essential for several agricultural …
evapotranspiration (ET 0) is the need of time and is highly essential for several agricultural …
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 …
Hybrid COOT-ANN: a novel optimization algorithm for prediction of daily crop reference evapotranspiration in Australia
The present study evaluates the capability of a novel optimization method in modeling daily
crop reference evapotranspiration (ETo), a critical issue in water resource management. A …
crop reference evapotranspiration (ETo), a critical issue in water resource management. 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) …
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 …
High Resolution Reference Evapotranspiration for Arid Egypt: Comparative analysis and evaluation of empirical and artificial intelligence models
Accurate estimation of evapotranspiration has crucial importance in arid regions like Egypt,
which suffers from the scarcity of precipitation and water shortages. This study provides an …
which suffers from the scarcity of precipitation and water shortages. This study provides an …
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 …
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 …