Pan evaporation modeling using least square support vector machine, multivariate adaptive regression splines and M5 model tree
O Kisi - Journal of Hydrology, 2015 - Elsevier
Pan evaporation (Ep) modeling is an important issue in reservoir management, regional
water resources planning and evaluation of drinking-water supplies. The main purpose of …
water resources planning and evaluation of drinking-water supplies. The main purpose of …
Daily reference evapotranspiration estimates by artificial neural networks technique and empirical equations using limited input climate variables
VZ Antonopoulos, AV Antonopoulos - Computers and Electronics in …, 2017 - Elsevier
The artificial neural networks (ANN) and the empirical methods of Priestley-Taylor, Makkink,
Hargreaves and mass transfer were used to estimate the reference evapotranspiration with …
Hargreaves and mass transfer were used to estimate the reference evapotranspiration with …
Developing the artificial neural network–evolutionary algorithms hybrid models (ANN–EA) to predict the daily evaporation from dam reservoirs
Evaporation is one of the key factors in the hydrological cycle, and it is one of the most
critical parameters in hydrological, agricultural, and meteorological studies, especially in …
critical parameters in hydrological, agricultural, and meteorological studies, especially in …
Daily pan evaporation modeling using chi-squared automatic interaction detector, neural networks, classification and regression tree
Accurate prediction of daily pan evaporations plays a crucial role in water resources
management since it has direct effect on water reservoirs, therefore drinking water supply …
management since it has direct effect on water reservoirs, therefore drinking water supply …
Developing the artificial neural network–evolutionary algorithms hybrid models (ANN–EA) to predict the daily evaporation from dam reservoirs
N Arya Azar, N Kardan, S Ghordoyee Milan - Engineering with Computers, 2023 - Springer
Evaporation is one of the key factors in the hydrological cycle, and it is one of the most
critical parameters in hydrological, agricultural, and meteorological studies, especially in …
critical parameters in hydrological, agricultural, and meteorological studies, especially in …
Artificial neural networks and empirical equations to estimate daily evaporation: application to lake Vegoritis, Greece
VZ Antonopoulos, SK Gianniou… - Hydrological Sciences …, 2016 - Taylor & Francis
Evaporation is one of the most important components in the energy and water budgets of
lakes and is a primary process of water loss from their surfaces. An artificial neural network …
lakes and is a primary process of water loss from their surfaces. An artificial neural network …
[PDF][PDF] Meteorological drought analysis using artificial neural networks
Droughts may be classified as meteorological, hydrological or agricultural. When
meteorological drought appears in a region, agricultural and hydrological droughts follow. In …
meteorological drought appears in a region, agricultural and hydrological droughts follow. In …
Projected impact of solar radiation modification geoengineering on water deficit risk over major Central African river basins
TC Fotso-Nguemo, S Chouto… - Environmental …, 2024 - iopscience.iop.org
Abstract The economy of Central African countries strongly depends on rain-fed agriculture
and hydropower generation. However, most countries in this subregion do not yet have the …
and hydropower generation. However, most countries in this subregion do not yet have the …
[HTML][HTML] Comparison of different ANN approaches in daily pan evaporation prediction
Y Dalkiliç, U Okkan, N Baykan - Journal of water Resource and Protection, 2014 - scirp.org
Nowadays, one of the most important effects on water resources under climate change is
increasing of free water surface evaporation which depends on the increasing of …
increasing of free water surface evaporation which depends on the increasing of …
[PDF][PDF] Evaluation of different methods to estimate monthly reference evapotranspiration in a Mediterranean area
VZ Antonopoulos, AV Antonopoulos - Water Utility Journal, 2018 - ewra.net
Many empirical equations and methods have been used and proposed in order to estimate
the reference evapotranspiration from land or the evaporation from a free water surface …
the reference evapotranspiration from land or the evaporation from a free water surface …