Comparison of SVM, ANFIS and GEP in modeling monthly potential evapotranspiration in an arid region (Case study: Sistan and Baluchestan Province, Iran)
Evapotranspiration is an important component in planning and management of water
resources. It depends on climatic factors and the influence of these factors on each other …
resources. It depends on climatic factors and the influence of these factors on each other …
Long-term monthly evapotranspiration modeling by several data-driven methods without climatic data
In this study, the ability of four different data-driven methods, multilayer perceptron artificial
neural networks (ANN), adaptive neuro-fuzzy inference system (ANFIS) with grid partition …
neural networks (ANN), adaptive neuro-fuzzy inference system (ANFIS) with grid partition …
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 …
Analysis of potential evapotranspiration using limited weather data
M Valipour - Applied Water Science, 2017 - Springer
The most important weather variations are temperature (T), relative humidity (RH), and wind
speed (u) for evapotranspiration models in limited data conditions. This study aims to …
speed (u) for evapotranspiration models in limited data conditions. This study aims to …
Comparison of six different soft computing methods in modeling evaporation in different climates
Evaporation plays important roles in regional water resources management, terrestrial
ecological process and regional climate change. This study investigated the abilities of six …
ecological process and regional climate change. This study investigated the abilities of six …
Analysis of potential evapotranspiration using 11 modified temperature-based models
M Valipour, S Eslamian - International Journal of Hydrology …, 2014 - inderscienceonline.com
The evapotranspiration was estimated using 11 temperature-based models and was
compared with the FAO Penman-Monteith model. The results showed that the modified …
compared with the FAO Penman-Monteith model. The results showed that the modified …
Using MARS, SVM, GEP and empirical equations for estimation of monthly mean reference evapotranspiration
S Mehdizadeh, J Behmanesh, K Khalili - Computers and electronics in …, 2017 - Elsevier
Evapotranspiration is one of the most important components of hydrologic cycle for optimal
management of water resources, especially in arid and semi-arid regions such as Iran. The …
management of water resources, especially in arid and semi-arid regions such as Iran. The …
Regional estimation of reference evapotranspiration in arid and semiarid regions
AA Sabziparvar, H Tabari - Journal of Irrigation and Drainage …, 2010 - ascelibrary.org
Evapotranspiration is critical to many applications including water resource management,
irrigation scheduling, and environmental studies. Many models based on meteorological …
irrigation scheduling, and environmental studies. Many models based on meteorological …
Estimating daily reference evapotranspiration using hybrid gamma test-least square support vector machine, gamma test-ANN, and gamma test-ANFIS models in an …
In this study, a hybrid model of least square support vector machine-gamma test (LSSVM-
GT) is proposed for estimating daily ETo under arid conditions of Zahedan station, Iran …
GT) is proposed for estimating daily ETo under arid conditions of Zahedan station, Iran …
Temperature analysis of reference evapotranspiration models
M Valipour - Meteorological Applications, 2015 - Wiley Online Library
Evapotranspiration has a significant role in agricultural and forest meteorology research, the
hydrological cycle, irrigation scheduling and water resources management. Several models …
hydrological cycle, irrigation scheduling and water resources management. Several models …