A comprehensive review of artificial intelligence-based methods for predicting pan evaporation rate

M Abed, MA Imteaz, AN Ahmed - Artificial Intelligence Review, 2023 - Springer
This comprehensive study reviews the latest and most popular artificial intelligence (AI)
techniques utilised for estimating pan evaporation (Ep), an essential parameter for water …

[HTML][HTML] Application of meta-heuristic hybrid models in estimating the average air temperature of Caspian sea coast of Iran

H Babaali, R Dehghani, F Dehghani - Environmental Challenges, 2024 - Elsevier
The rise of industrial societies leads to higher greenhouse gas emissions, profoundly
affecting the climate in coastal regions. Consequently, air temperature readings from …

Using a random cross-validation technique to compare typical regression vs. Random Forests for modelling pan evaporation

K Babakos, D Papamichail, V Pisinaras… - Italian Journal of …, 2024 - torrossa.com
Pan evaporation (Epan) of class A pan evaporimeter under local semi-arid conditions was
modelled in this study based on meteorological observations as input data using an …

[PDF][PDF] Application of wavelet neural network in estimation of average air-temperature

R Dehghani, F Dehghani - Environmental Resources Research, 2022 - sid.ir
Forecasting average air-temperature is valuable in various fields including water resource
management, agriculture, etc. Airtemperature is also one of the input components for …

Forecasting hydrologic parameters using linear and nonlinear stochastic models

H Nozari, F Tavakoli - Journal of Water and Climate Change, 2020 - iwaponline.com
One of the most important bases in the management of catchments and sustainable use of
water resources is the prediction of hydrological parameters. In this study, support vector …

[PDF][PDF] Corrected Proof

H Nozari, F Tavakoli - academia.edu
One of the most important bases in the management of catchments and sustainable use of
water resources is the prediction of hydrological parameters. In this study, support vector …