Spatio-temporal mapping of salinity in the heterogeneous coastal aquifer
Abstract The interface between freshwater and saltwater in the coastal aquifer is a main factor that is affected by environmental threat and excessive pumping. In this study, a density-dependent numerical model was utilized to simulate the salt distribution of a coastal aquifer in the Talar region n...
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doaj-d500a13592f54a9aa58defc4e0f2ae222020-11-25T00:28:07ZengSpringerOpenApplied Water Science2190-54872190-54952019-02-019211410.1007/s13201-019-0908-xSpatio-temporal mapping of salinity in the heterogeneous coastal aquiferAli Ranjbar0Majid Ehteshami1Water Resources Department, Civil Engineering Faculty, K. N. Toosi University of TechnologyEnvironment Department, Civil Engineering Faculty, K. N. Toosi University of TechnologyAbstract The interface between freshwater and saltwater in the coastal aquifer is a main factor that is affected by environmental threat and excessive pumping. In this study, a density-dependent numerical model was utilized to simulate the salt distribution of a coastal aquifer in the Talar region near the Caspian Sea, Mazandaran, Iran. To simulate the aquifer salinity and head contour over 2-year stress period, SEAWAT model in groundwater modeling system (GMS) package was used. Moreover, different variogram models based on 21 observation points were tested to find a best fit between observed and simulated total dissolved solids (TDS). A genetic algorithm was coupled with GMS model to identify the optimal sill ratio, range, and nugget value of each variogram. The interface between saltwater and freshwater estimated by the optimal variogram model and compared with the result of sharp interface and variable density flow assumption. The result indicates that the optimal Gaussian variogram as best estimation of spatial TDS can be used for estimation of temporal salinity with a coefficient determination about 0.91. Also, an integration of spherical and exponential variogram shows the high performance for mapping spatial TDS and neutralizes the underestimation behavior of single variogram. A comparison between variogram model and analytical solution indicates that the interface length in the eastern part of aquifer for Gaussian model is relatively small than sharp interface relation. The maximum saltwater penetration based on sharp interface and SEAWAT results is about 1600 m and 1750 m, respectively. Additionally, maximum saltwater intrusion is observed in the western part of aquifer which has a large number of active wells.http://link.springer.com/article/10.1007/s13201-019-0908-xSaltwater intrusionSpatio-temporal estimationOptimal variogramDensity-dependent flowSharp interface assumption |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Ali Ranjbar Majid Ehteshami |
spellingShingle |
Ali Ranjbar Majid Ehteshami Spatio-temporal mapping of salinity in the heterogeneous coastal aquifer Applied Water Science Saltwater intrusion Spatio-temporal estimation Optimal variogram Density-dependent flow Sharp interface assumption |
author_facet |
Ali Ranjbar Majid Ehteshami |
author_sort |
Ali Ranjbar |
title |
Spatio-temporal mapping of salinity in the heterogeneous coastal aquifer |
title_short |
Spatio-temporal mapping of salinity in the heterogeneous coastal aquifer |
title_full |
Spatio-temporal mapping of salinity in the heterogeneous coastal aquifer |
title_fullStr |
Spatio-temporal mapping of salinity in the heterogeneous coastal aquifer |
title_full_unstemmed |
Spatio-temporal mapping of salinity in the heterogeneous coastal aquifer |
title_sort |
spatio-temporal mapping of salinity in the heterogeneous coastal aquifer |
publisher |
SpringerOpen |
series |
Applied Water Science |
issn |
2190-5487 2190-5495 |
publishDate |
2019-02-01 |
description |
Abstract The interface between freshwater and saltwater in the coastal aquifer is a main factor that is affected by environmental threat and excessive pumping. In this study, a density-dependent numerical model was utilized to simulate the salt distribution of a coastal aquifer in the Talar region near the Caspian Sea, Mazandaran, Iran. To simulate the aquifer salinity and head contour over 2-year stress period, SEAWAT model in groundwater modeling system (GMS) package was used. Moreover, different variogram models based on 21 observation points were tested to find a best fit between observed and simulated total dissolved solids (TDS). A genetic algorithm was coupled with GMS model to identify the optimal sill ratio, range, and nugget value of each variogram. The interface between saltwater and freshwater estimated by the optimal variogram model and compared with the result of sharp interface and variable density flow assumption. The result indicates that the optimal Gaussian variogram as best estimation of spatial TDS can be used for estimation of temporal salinity with a coefficient determination about 0.91. Also, an integration of spherical and exponential variogram shows the high performance for mapping spatial TDS and neutralizes the underestimation behavior of single variogram. A comparison between variogram model and analytical solution indicates that the interface length in the eastern part of aquifer for Gaussian model is relatively small than sharp interface relation. The maximum saltwater penetration based on sharp interface and SEAWAT results is about 1600 m and 1750 m, respectively. Additionally, maximum saltwater intrusion is observed in the western part of aquifer which has a large number of active wells. |
topic |
Saltwater intrusion Spatio-temporal estimation Optimal variogram Density-dependent flow Sharp interface assumption |
url |
http://link.springer.com/article/10.1007/s13201-019-0908-x |
work_keys_str_mv |
AT aliranjbar spatiotemporalmappingofsalinityintheheterogeneouscoastalaquifer AT majidehteshami spatiotemporalmappingofsalinityintheheterogeneouscoastalaquifer |
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1725336900854611968 |