Multilayer perceptron for reference evapotranspiration estimation in a semiarid region
H Tabari, P Hosseinzadeh Talaee - Neural Computing and Applications, 2013 - Springer
Calculation of reference evapotranspiration (ET o) is essential in hydrology and agriculture.
ET o plays an important role in planning and management of water resources and irrigation …
ET o plays an important role in planning and management of water resources and irrigation …
Development of monthly reference evapotranspiration machine learning models and mapping of Pakistan—a comparative study
Accurate estimation of reference evapotranspiration (ETo) plays a vital role in irrigation and
water resource planning. The Penman–Monteith method recommended by the Food and …
water resource planning. The Penman–Monteith method recommended by the Food and …
[PDF][PDF] Application of artificial neural network to predict reference evapotranspiration in Famagusta, North Cyprus
Accuracy in reference evapotranspiration (ETo) estimation is required for agricultural
production, water resources management and planning. To this effect, a three layered Feed …
production, water resources management and planning. To this effect, a three layered Feed …
Modelling reference evapotranspiration using principal component analysis and machine learning methods under different climatic environments
Reference evapotranspiration (ETo) is a complex process in the hydrologic cycle that
influences several hydrologic parameters. Although several methods have been developed …
influences several hydrologic parameters. Although several methods have been developed …
[PDF][PDF] Neural network approach for estimating reference evapotranspiration from limited climatic data in Burkina Faso
YM Wang, S Traore, T Kerh - WSEAS Transactions on Computers, 2008 - researchgate.net
The well known Penman-Monteith (PM) equation always performs the highest accuracy
results of estimating reference evapotranspiration (ETo) among the existing methods is …
results of estimating reference evapotranspiration (ETo) among the existing methods is …
Estimation of reference evapotranspiration using data driven techniques under limited data conditions
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 …
water resources development and management. In this context, the FAO56 Penman …
Model for prediction of evapotranspiration using MLP neural network
J Khoshhal, M Mokarram - International Journal of …, 2012 - indianjournals.com
Evapotranspiration is one of the main components of the hydrologic cycle. This complex
process is dependent on climatic factors. There are different methods to predict Reference …
process is dependent on climatic factors. There are different methods to predict Reference …
Predicting reference evapotranspiration based on hydro-climatic variables: comparison of different machine learning models
This paper aimed to estimate the reference evapotranspiration (ET0) due to some limitations
of the Food and Agriculture Organization-56 Penman-Monteith (FAO 56-PM) approach by …
of the Food and Agriculture Organization-56 Penman-Monteith (FAO 56-PM) approach by …
Performance evaluation of five machine learning algorithms for estimating reference evapotranspiration in an arid climate
A Raza, R Fahmeed, NR Syed, OM Katipoğlu, M Zubair… - Water, 2023 - mdpi.com
The Food and Agriculture Organization recommends that the Penman–Monteith Method
contains Equation 56 (PMF) as a widely accepted standard for reference evapotranspiration …
contains Equation 56 (PMF) as a widely accepted standard for reference evapotranspiration …
Comparison of predictions of daily evapotranspiration based on climate variables using different data mining and empirical methods in various climates of Iran
To accurately manage water resources, a precise prediction of reference evapotranspiration
(ET ref) is necessary. The best empirical equations to determine ET ref are usually the …
(ET ref) is necessary. The best empirical equations to determine ET ref are usually the …