Ground Water Level Estimation for Dörtyol region in HATAY

DOI: 10.22161/ijeab/4.3.36

Keyword: Estimation, groundwater level, Dörtyol, MLR, ANFIS.

Abstract: Accurate and reliable estimation of groundwater level is important for the development and management of water resources. In this study, models of adaptive neuro-fuzzy inference system (ANFIS) with multiple linear regression (MLR) method and its performance in predicting groundwater level were investigated. As a field of application, it was applied for General Directorate of State Hydraulic Works (DSİ) 5512 well of Dörtyol region of Hatay province. In the study, 147-month data sets between 2000 and 2015, including hydrological parameters such as Precipitation (P), average air temperature (T), relative humidity (RH), wind speed (W) groundwater level (GWL) time series, predict the groundwater level used. The determinant coefficient (R2), mean square error (MSE) and mean absolute error (MAE) were used as the statistical performance evaluation criteria. As a result of this study, MLR and ANFIS models performed well for GWL estimation. In particular, the ANFIS model yielded better results than the MLR model.

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Cite this Article:

Fatih ÜNEŞ, Ayda Gizem MARUF, Bestami TAŞAR et al."Ground Water Level Estimation for Dörtyol region in HATAY". International Journal of Environment Agriculture and Biotechnology(ISSN: 2456-1878),vol 4, no. 3, 2019, pp.859-864 AI Publications doi:10.22161/ijeab/4.3.36

Fatih ÜNEŞ, Ayda Gizem MARUF, Bestami TAŞAR, P.(2019).Ground Water Level Estimation for Dörtyol region in HATAY. International Journal of Environment Agriculture and Biotechnology(ISSN: 2456-1878).4(3), 859-864.10.22161/ijeab/4.3.36

Fatih ÜNEŞ, Ayda Gizem MARUF, Bestami TAŞAR, P.(2019).Ground Water Level Estimation for Dörtyol region in HATAY. International Journal of Environment Agriculture and Biotechnology(ISSN: 2456-1878).4(3), pp.859-864.

Fatih ÜNEŞ, Ayda Gizem MARUF, Bestami TAŞAR. 2019."Ground Water Level Estimation for Dörtyol region in HATAY". International Journal of Environment Agriculture and Biotechnology(ISSN: 2456-1878).4(3):859-864.Doi:10.22161/ijeab/4.3.36

Fatih ÜNEŞ, Ayda Gizem MARUF, Bestami TAŞAR."Ground Water Level Estimation for Dörtyol region in HATAY", International Journal of Environment Agriculture and Biotechnology,vol.4,no. 3, pp.859-864,2019.

@article { fatihÜneŞ2019ground,
title={Ground Water Level Estimation for Dörtyol region in HATAY},
author={Fatih ÜNEŞ, Ayda Gizem MARUF, Bestami TAŞAR , R},
journal={International Journal of Environment Agriculture and Biotechnology},
volume={4},
year= {2019} ,
}