Investigating the roles of different extracted parameters from satellite images in improving the accuracy of daily reference evapotranspiration estimation

H Talebi, S Samadianfard, KV Kamran - Applied Water Science, 2023 - Springer
Agricultural water management, crop modeling, and irrigation scheduling are all dependent
on the accurate estimation of reference evapotranspiration (ET0). A satellite image can also …

Estimation of daily reference evapotranspiration implementing satellite image data and strategy of ensemble optimization algorithm of stochastic gradient descent with …

H Talebi, S Samadianfard… - Environment …, 2023 - Springer
Water resource management relies on accurate estimations of evapotranspiration (ET0).
Moreover, the use of satellite images is often an effective method of compensating for the …

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 …

[HTML][HTML] Comparative analysis of kernel-based versus ANN and deep learning methods in monthly reference evapotranspiration estimation

MT Sattari, H Apaydin, SS Band… - Hydrology and Earth …, 2021 - hess.copernicus.org
Timely and accurate estimation of reference evapotranspiration (ET 0) is indispensable for
agricultural water management for efficient water use. This study aims to estimate the …

[PDF][PDF] A novel method based on Landsat 8 and MODIS satellite images to estimate monthly reference evapotranspiration in arid and semi-arid climates

H Talebi, S Samadianfard, KV Kamran - Water Soil Manag. Model, 2023 - journal.uma.ac.ir
Materials and Methods In the current research, two different agro-climatic locations including
Ahvaz and Tabriz stations were selected. According to De Martonne classification method …

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 …

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 …

Combination of limited meteorological data for predicting reference crop evapotranspiration using artificial neural network method

A Elbeltagi, A Nagy, S Mohammed, CB Pande… - Agronomy, 2022 - mdpi.com
Reference crop evapotranspiration (ETo) is an important component of the hydrological
cycle that is used for water resource planning, irrigation, and agricultural management, as …

Comparison of M5 model tree and artificial neural network's methodologies in modelling daily reference evapotranspiration from NOAA satellite images

A Rahimikhoob - Water Resources Management, 2016 - Springer
The objective of this study was to compare feed-forward artificial neural network (ANN) and
M5 model tree for estimating reference evapotranspiration (ET 0) only on the basis of the …

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 …