A comprehensive review of artificial intelligence-based methods for predicting pan evaporation rate
This comprehensive study reviews the latest and most popular artificial intelligence (AI)
techniques utilised for estimating pan evaporation (Ep), an essential parameter for water …
techniques utilised for estimating pan evaporation (Ep), an essential parameter for water …
Coupling a firefly algorithm with support vector regression to predict evaporation in northern Iran
R Moazenzadeh, B Mohammadi… - Engineering …, 2018 - Taylor & Francis
Evaporation accounts for varying shares of water balance under different climatic conditions,
and its correct prediction poses a significant challenge before water resources management …
and its correct prediction poses a significant challenge before water resources management …
Estimation of reference evapotranspiration in Brazil with limited meteorological data using ANN and SVM–A new approach
LB Ferreira, FF da Cunha, RA de Oliveira… - Journal of …, 2019 - Elsevier
Reference evapotranspiration (ET o) is a variable of great importance for several purposes,
such as hydrological studies and irrigation scheduling. The FAO-56 Penman-Monteith (FAO …
such as hydrological studies and irrigation scheduling. The FAO-56 Penman-Monteith (FAO …
Evaluation of stacking and blending ensemble learning methods for estimating daily reference evapotranspiration
Precise reference evapotranspiration (ETo) estimation and prediction are the first steps to
realize efficient agricultural water resources management. As machine learning methods are …
realize efficient agricultural water resources management. As machine learning methods are …
Modeling reference evapotranspiration using extreme learning machine and generalized regression neural network only with temperature data
Accurate estimation of reference evapotranspiration (ET 0) is essential to agricultural water
management. The present study developed two artificial intelligence models for daily ET 0 …
management. The present study developed two artificial intelligence models for daily ET 0 …
CatBoost: A new approach for estimating daily reference crop evapotranspiration in arid and semi-arid regions of Northern China
Y Zhang, Z Zhao, J Zheng - Journal of Hydrology, 2020 - Elsevier
Establishing a computational model for accurate prediction of reference crop
evapotranspiration (ET 0) is critical for regional water resources planning and irrigation …
evapotranspiration (ET 0) is critical for regional water resources planning and irrigation …
Daily water level forecasting using wavelet decomposition and artificial intelligence techniques
Reliable water level forecasting for reservoir inflow is essential for reservoir operation. The
objective of this paper is to develop and apply two hybrid models for daily water level …
objective of this paper is to develop and apply two hybrid models for daily water level …
A comparison between the application of empirical and ANN methods for estimation of daily global solar radiation in Iran
B Jahani, B Mohammadi - Theoretical and Applied Climatology, 2019 - Springer
The present study generally aims to provide a comparison between the performance and
suitability of different types of models for estimation of daily global solar radiation in Iran …
suitability of different types of models for estimation of daily global solar radiation in Iran …
Stacking machine learning models versus a locally weighted linear model to generate high-resolution monthly precipitation over a topographically complex area
This study applied a stacked generalization ensemble approach to generate high-resolution
precipitation estimates and compared its performance with an optimized local weighted …
precipitation estimates and compared its performance with an optimized local weighted …
On the applicability of maximum overlap discrete wavelet transform integrated with MARS and M5 model tree for monthly pan evaporation prediction
Accurate pan evaporation (E pan) prediction is a critical issue in water resources
management, particularly when designing and managing rural water resource systems, and …
management, particularly when designing and managing rural water resource systems, and …