Hybrid COOT-ANN: a novel optimization algorithm for prediction of daily crop reference evapotranspiration in Australia

E Mirzania, MH Kashani, G Golmohammadi… - Theoretical and Applied …, 2023 - Springer
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 …

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 …

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 …

[PDF][PDF] Use of a decision support system to establish the best model for estimating reference evapotranspiration in sub-temperate climate: Almora, Uttarakhand.

U Kumar, SC Panday, J Kumar, M Parihar… - Agricultural …, 2022 - researchgate.net
FAO-56-Penman-Monteith (FAO56PM) is regarded as a standard method worldwide for
calculation of ETo. However due to requirement of detailed meteorological data, its …

ANFIS modeling with ICA, BBO, TLBO, and IWO optimization algorithms and sensitivity analysis for predicting daily reference evapotranspiration

M Zeinolabedini Rezaabad, S Ghazanfari… - Journal of Hydrologic …, 2020 - ascelibrary.org
Evapotranspiration (ET) is an important factor in water resource management. This research
investigated the performance of four optimization algorithms to hybridize adaptive network …

[PDF][PDF] Comparative study of powerful predictive modeling techniques for modeling monthly reference evapotranspiration in various climatic regions

A Raza, M Shoaib, MAI Baig, S Ahmad… - Fresenius Environ …, 2021 - researchgate.net
Estimation of reference evapotranspiration (ETo) is vibrantly required for estimating crop
water requirement and budgeting irrigation scheduling. The beneficial use of water is of …

Estimation reference crop evapotranspiration (ET0) using artificial intelligence model in an arid climate with external data

M Bidabadi, H Babazadeh, J Shiri, A Saremi - Applied Water Science, 2024 - Springer
Water resource management and crop growth control require the calculation of reference
evapotranspiration (ET0), but meteorological data can often be incomplete, necessitating …

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 …

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 …

Modelling the daily reference evapotranspiration in semi-arid region of South India: A case study comparing ANFIS and empirical models

RTG del Cerro, MSP Subathra, NM Kumar… - Information Processing …, 2021 - Elsevier
The estimation of evapotranspiration (ETo) is one of the main tools for the control of crop
growth and to make a rational use of water resources. To estimate this parameter accurately …