Modeling Groundwater Surface by MODFLOW Math Code and Geostatistical Method
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Simulation of groundwater flow by mathematical model can be used for developing aquifer balance element analysis scenarios, explaining conditions of droughts, definition of prohibitive extraction policies and analyzing the qualitative models. In this study, the development of a quantitative model in terms of the main parameters affecting on the water surface changes has been performed for the Ardebil plain (located in NW of Iran). Accordingly, a comprehensive processing of raw data sets has been carried-out by means of MODFLOW mathematical model. Also to simulate the groundwater surface changes in the mentioned plain, the geo-statistical method has been used. Results indicate that the mathematical model used in the aquifer balance simulation for the Ardebil plain has approximately 2% relative normal root-mean-square error (NRMSE). This small NRSMSE confirms the model accuracy for the Ardebil plain using the calibration data. Moreover, comparing the results of this method and the ones obtained by mathematical model performed by examining some error criteria like RMSE, Mean, ASE and MS, it is found that the accuracy of the mathematical model is higher than the geostatistical method and the main reason for this is the distribution of uncertainty in a few available piezometric points in the geostatistical method.
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[2] F. El Yaouti,F., El Mandour, A., Khattach, D.,and Kaufmann,O. "Modelling groundwater flow and advective contaminant transport in the Bou-Areg unconfined aquifer (NE Morocco).” Journal of Hydro-environment Research 2(December 2008): 192-209.doi: 10.1016/j.jher.2008.08.003.
[3] Rejani, R., Jha, MK., Panda, S. N., and Mull, R. "Simulation Modeling for Efficient Groundwater Management in Balasore Coastal Basin, India.” Water Resources Management 22 (Feb 2007): 23-50. doi: 10.1007/s11269-006-9142-z.
[4] Cho,J., Barone, V.A., and Mostaghimi,S. "Simulation of land use impacts on groundwater levels and streamflow in a Virginia watershed.” Agricultural Water Management 96 (Jan. 2009):1-11. doi: 10.1016/j.agwat.2008.07.005.
[5] Yang, F. R., Lee, C.H., Kung,W.J.,and Yeh,H.F. "The impact of tunneling construction on the hydrogeological environment of "Tseng-Wen Reservoir Transbasin Diversion Project” in Taiwan.” Engineering Geology 103 (Jan. 2009): 39-58.doi: 10.1016/j.enggeo.2008.07.012.
[6] Chenini,I., Mammou,A.B. "Groundwater recharge study in arid region: An approach using GIS techniques and numerical modeling.” Computers & Geosciences 36 (Jun 2010):801-817. doi: 10.1016/j.cageo.2009.06.014.
[7] Zhang,H., Hiscock, K.M. "Modelling the impact of forest cover on groundwater resources: A case study of the Sherwood Sandstone aquifer in the East Midlands, UK.” Journal of Hydrology 392 (Oct. 2010): 136-149. doi: 10.1016/j.jhydrol.2010.08.002.
[8] Hu, Y., Moiwo, J.P., Yang, Y., Han, S., and Yang,Y. "Agricultural water-saving and sustainable groundwater management in Shijiazhuang Irrigation District, North China Plain.” Journal of Hydrology 393 (Nov. 2010):219-232. doi: 10.1016/j.jhydrol.2010.08.017.
[9] Gaura, S., B.R. Chahar, B.R., and Graillot, D. "Combined use of groundwater modeling and potential zone analysis for management of groundwater.” International Journal of Applied Earth Observation and Geoinformation 13 (Feb. 2011):127-139. doi: 10.1016/j.jag.2010.09.001.
[10] Lachaal,F., Mlayah,A., Bédir,M., Tarhouni,J.,and Leduc,C. "Implementation of a 3-D groundwater flow model in a semi-arid region using MODFLOW and GIS tools: The Zéramdine–Béni Hassen Miocene aquifer system (east-central Tunisia).” Computers & Geosciences 48 (Nov. 2012):187-198. doi: 10.1016/j.cageo.2012.05.007.
[11] Page, M.L., Berjamy, B.,Fakir, Y.,Bourgin, F., Jarlan, L., Abourida, A., Benrhanem, M., Jacob, G., Huber, M., Sghrer, F., Simonneaux, V., and Chehbouni, G. "An Integrated DSS for Groundwater Management Based on Remote Sensing. The Case of a Semi-arid Aquifer in Morocco.” Water Resources Management 26 (Jun. 2012):3209-3230. doi: 10.1007/s11269-012-0068-3.
[12] Singh, A., Panda, SN. "Integrated Salt and Water Balance Modeling for the Management of Waterlogging and Salinization. II: Application of SAHYSMOD.” Journal of Irrigation and Drainage Engineering 138 (Nov. 2012):964-971. doi: 10.1061/(asce)ir.1943-4774.0000510.
[13] Cao, G., Zheng, C., Scanlon, BR., Liu, J., and Li,W. "Use of flow modeling to assess sustainability of groundwater resources in the North China Plain.” Water Resources Research 49 (Jan. 2013 ): 159-175. doi:10.1029/2012wr011899.
[14] Borsi, I., Rossetto, R., Schifani, C., and Hill, M.C. "Modeling unsaturated zone flow and runoff processes by integrating MODFLOW-LGR and VSF, and creating the new CFL package.” Journal of Hydrology 488 (Apr. 2013):33-47.doi: 10.1016/j.jhydrol.2013.02.020.
[15] Mirzavand, M.M., Ghazavi,R. "A Stochastic Modelling Technique for Groundwater Level Forecasting in an Arid Environment Using Time Series Methods.” Journal of Water Resources Management 29 (Nov. 2014):1315-1328. doi: 10.1007/s11269-014-0875-9.
[16] Chitrakar, P., Sana, A. "Groundwater Flow and Solute Transport Simulation in Eastern Al Batinah Coastal Plain, Oman: Case Study.” Journal of Hydrologic Engineering 21 (Feb. 2016): 05015020. doi: 10.1061/(asce)he.1943-5584.0001284.
[17] Naghibi,S.A., Pourghasemi, H.R., and Dixon,B. "GIS-based groundwater potential mapping using boosted regression tree, classification and regression tree, and random forest machine learning models in Iran.” Journal of Environmental Monitoring and Assessment 188 (Dec. 2015):1-27. doi: 10.1007/s10661-015-5049-6.
[18] Yan, Q., Ma,C. "Application of integrated ARIMA and RBF network for groundwater level forecasting.” Journal of Environmental Earth Sciences 75 (Feb. 2016): 405-417.doi: 10.1007/s12665-015-5198-5.
[19] Negm, A.M.,and Eltarabily, MG.A. "Modeling of Fertilizer Transport Through Soil, Case Study: Nile Delta.” The Handbook of Environmental Chemistry (2016): 121-157. doi: 10.1007/698_2016_88.
[20] Sato,K., Iwasa,Y. "Groundwater Hydraulics” (2000). doi: 10.1007/978-4-431-53959-9.
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