High Resolution Reference Evapotranspiration for Arid Egypt: Comparative analysis and evaluation of empirical and artificial intelligence models

MT Sobh, MS Nashwan, N Amer - 2022 - researchsquare.com
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 …

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 …

Exploring the Applicability of Regression Models and Artificial Neural Networks for Calculating Reference Evapotranspiration in Arid Regions

MK Abdel-Fattah, S Kotb Abd-Elmabod, Z Zhang… - Sustainability, 2023 - mdpi.com
Reference evapotranspiration (ET0) is critical in agriculture and irrigation water
management, particularly in arid and semi-arid regions. Our study aimed to develop an …

Estimation of reference evapotranspiration using data driven techniques under limited data conditions

PK Pandey, T Nyori, V Pandey - Modeling Earth Systems and Environment, 2017 - Springer
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 …

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 …

Performance evaluation of different empirical models for reference evapotranspiration estimation over Udhagamandalm, The Nilgiris, India

P Raja, F Sona, U Surendran, CV Srinivas… - Scientific Reports, 2024 - nature.com
Evapotranspiration (ETo) is an important component of the hydrological cycle and reliable
estimates of ETo are essential for assessing crop water requirements and irrigation …

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 …

Data-driven reference evapotranspiration (ET0) estimation: a comparative study of regression and machine learning techniques

J Rajput, M Singh, K Lal, M Khanna, A Sarangi… - Environment …, 2024 - Springer
Precise computation of evapotranspiration is critical for an efficient irrigation planning and
managing agriculture water. This investigation aimed to study the performance of regression …

Modelling monthly reference evapotranspiration estimation using machine learning approach in data-scarce North Western Himalaya region (Almora), Uttarakhand

U Kumar - Journal of Earth System Science, 2023 - Springer
Reference evapotranspiration (ET 0) is a crucial parameter in hydrology that is used to
estimate the amount of water lost through evaporation and transpiration from a standard …

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 …