A review of the Artificial Intelligence (AI) based techniques for estimating reference evapotranspiration: Current trends and future perspectives

P Goyal, S Kumar, R Sharda - Computers and Electronics in Agriculture, 2023 - Elsevier
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 …

Artificial intelligence models versus empirical equations for modeling monthly reference evapotranspiration

Y Tikhamarine, A Malik, D Souag-Gamane… - … Science and Pollution …, 2020 - Springer
Accurate estimation of reference evapotranspiration (ET o) is profoundly crucial in crop
modeling, sustainable management, hydrological water simulation, and irrigation …

Comparative assessment of reference evapotranspiration estimation using conventional method and machine learning algorithms in four climatic regions

A Raza, M Shoaib, MA Faiz, F Baig, MM Khan… - Pure and Applied …, 2020 - Springer
Reference evapotranspiration (ET o) is considered as an essential component in
hydrological and agro meteorological processes. Its accurate estimation becomes an …

Estimation of actual evapotranspiration: A novel hybrid method based on remote sensing and artificial intelligence

F Hadadi, R Moazenzadeh, B Mohammadi - Journal of Hydrology, 2022 - Elsevier
Actual evapotranspiration (AET) is one of the decisive factors controlling the water balance
at the catchment level, particularly in arid and semi-arid regions, but measured data for …

Decision support system for estimating reference evapotranspiration

BA George, BRS Reddy, NS Raghuwanshi… - Journal of Irrigation …, 2002 - ascelibrary.org
Evapotranspiration (ET) is a major component of the hydrologic cycle and its accurate
estimation is essential for hydrological studies. In the past, various estimation methods have …

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 …

[HTML][HTML] Development and comparison of artificial intelligence models for estimating daily reference evapotranspiration from limited input variables

JJ Makwana, MK Tiwari, BS Deora - Smart Agricultural Technology, 2023 - Elsevier
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 …

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 …

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 …

A review on evapotranspiration estimation in agricultural water management: Past, present, and future

S Wanniarachchi, R Sarukkalige - Hydrology, 2022 - mdpi.com
Evapotranspiration (ET) is a major component of the water cycle and agricultural water
balance. Estimation of water consumption over agricultural areas is important for agricultural …