by Institution Author "Gharehbaghi, Amin"
Now showing items 1-5 of 5
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Calibration and evaluation of six popular evapotranspiration formula based on the Penman-Monteith model for continental climate in Turkey
Gharehbaghi, Amin; Kaya, Birol (Elsevier Ltd, 2022)Due to the difficulties in measuring and collecting meteorological data, it may be necessary to use methods that allow for the estimation of reference evapotranspiration values by using the few available data. For this ... -
Developing a novel framework for forecasting groundwater level fluctuations using Bi-directional Long Short-Term Memory (BiLSTM) deep neural network
Ghasemlounia, Redvan; Gharehbaghi, Amin; Ahmadi, Farshad; Saadatnejadgharahassanlou, Hamid (Elsevier B.V., 2021)In this study, mean monthly groundwater level (GWL) fluctuations of four different monitoring piezometers are forecasted in an agricultural area by developing new proposed structures of BiLSTM based neural network models. ... -
Fully Implicit Form of Differential Quadrature Method for Multi-Species Solute Transport in Porous Media*
Gharehbaghi, Amin (TMMOB İnşaat Mühendisleri Odası, 2022)Solute transport problems, including sequential multi-species transport phenomena, frequently occur in soil systems. The goal of this paper is to present a novel one-dimensional numerical model with a fully implicit form ... -
Groundwater level prediction with meteorologically sensitive Gated Recurrent Unit (GRU) neural networks
Gharehbaghi, Amin; Ghasemlounia, Redvan; Ahmadi, Farshad; Albaji, Mohammad (Elsevier B.V., 2022)Precise estimation of groundwater level (GWL) fluctuations has a substantial effect on water resources management. In the present study, to forecast the regional mean monthly time series groundwater level (GWL) with a range ... -
Time series-based groundwater level forecasting using gated recurrent unit deep neural networks
Lin, Haiping; Gharehbaghi, Amin; Zhang, Qian; Band, Shahab S; Pai, Hao Ting; Chau, Kwok-Wing; Mosavi, Amir (Taylor and Francis Ltd., 2022)In this research, the mean monthly groundwater level with a range of 3.78 m in Qoşaçay plain, Iran, is forecast. Regarding three different layers of gated recurrent unit (GRU) structures and a hybrid of variational mode ...
