INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS Int. J. Numer. Anal. Meth. Geomech. 2013; 37:2456–2470 Published online 26 September 2012 in Wiley Online Library (wileyonlinelibrary.com). DOI: 10.1002/nag.2144 Groundwater response to dual tidal fluctuations in a peninsula or an elongated island Quanrong Wang1, Hongbin Zhan2,3,*,† and Zhonghua Tang1 1 School of Environmental Studies, China University of Geosciences, Wuhan, Hubei 430074, China Department of Geology and Geophysics, Texas A&M University, College Station, TX 77843-3115, U.S.A. 3 Faculty of Engineering and School of Environmental Studies, China University of Geosciences, Wuhan, Hubei 430074, China 2 SUMMARY Groundwater flow in a peninsula or an elongated island is influenced by tidal fluctuations on both sides of the peninsula or island, which is named as dual tidal fluctuations. In this study, semianalytical solutions of transient groundwater flow in response to dual tidal fluctuations in an aquifer–aquitard system were presented for cases with and without the aquitard storage. These solutions were first derived using the Laplace transform and subsequently computed by the Fourier series numerical inverse Laplace transform. The derived solutions were found to agree very well with the results of numerical simulations by MODFLOW. The solution ignoring the aquitard storage approached the quasi-steady state solution quickly when the mean sea level initial condition was used. The solutions with and without the aquitard storage were nearly the same at the early time and were separated from each other during the intermediate time, and the difference of solutions became constant at late time for small aquifer/aquitard storativity ratio and large tidal frequency. The propagation bias, which is the departure from the theoretical ratio of tidal attenuation to tidal lag, was enhanced not only with increase of the dimensionless specific leakage (aquitard/aquifer hydraulic conductance ratio) but also with decrease of the aquifer/aquitard storativity ratio and with the increase of the dimensionless tidal frequency. The solution with the aquitard storage was more sensitive to these three parameters. The newly developed solutions were capable of handling realistic initial conditions that might be approximated by piecewise linear functions. Copyright © 2012 John Wiley & Sons, Ltd. Received 29 August 2011; Revised 11 May 2012; Accepted 31 July 2012 KEY WORDS: coastal aquifer; transient groundwater flow; Laplace transform; modeling 1. INTRODUCTION Groundwater flow in coastal aquifers has been an interest of research for many decades [1]. It has become even more important recently because of increasing migration trend of world population to coastal areas [2, 3]. Groundwater flow in coastal aquifers could be influenced by many factors, such as lateral recharge from inland; different physical, chemical, and biological characteristics between fresh water and seawater; and tidal fluctuations [4], to name a few. Among these factors, the tidal fluctuations are the subject of our interest here. Periodic ocean tides bounding a coastal aquifer will result in periodically fluctuated hydraulic heads in the aquifer. After a certain lapse of time for the initial condition effect to die out, frequencies of the hydraulic head fluctuations in the aquifer will be the same as those of the tidal fluctuations. This is called quasi-steady state condition *Correspondence to: Hongbin Zhan, Department of Geology and Geophysics, Texas A&M University, College Station, TX 77843-3115, U.S.A. † E-mail: [email protected] Copyright © 2012 John Wiley & Sons, Ltd. GROUNDWATER RESPONSE TO DUAL TIDAL FLUCTUATIONS IN A PENINSULA 2457 (hydraulic head still changes with time and space). Jiao and Tang [5, 6] derived an analytical solution of groundwater response to tidal fluctuations in a leaky confined aquifer under the quasisteady state condition. Li et al. [7–11] applied similar approaches as Jiao and Tang [5, 6] but to somewhat different setup of coastal aquifers and derived several analytical solutions for hydraulic head distributions. Guo et al. [12] also derived an analytical solution of groundwater flow responding to tidal fluctuation in a two-zone aquifer. Recently, Li et al. [13] and Liu et al. [14] presented quasi-steady state solutions of groundwater flow in coastal aquifers considering irregular coastal boundaries. The studies mentioned earlier only dealt with a coastal aquifer bounded by ocean on one side, which is referred to as the single tidal fluctuation case. The results of those studies cannot be applied to groundwater flow in a peninsula or an elongated island, which are bounded by ocean on two sides, and this is called the dual tidal fluctuations in this study. Rotzoll et al. [15] provided an analytical solution for quasi-steady state one-dimensional groundwater flow in a single homogeneous island aquifer subjected to dual tidal fluctuations with application to the island of Maui, Hawaii. Trefry and Bekele [16] investigated groundwater head fluctuations subject to asynchronous dual tidal propagation in Garden Island, Australia. They found a phenomenon named “propagation bias”, which is briefly illustrated as follows. According to the analysis of Trefry and Bekele [16], for a given harmonic oscillation tide described by A0 cos(ot) with an amplitude of A0 and a frequency of o, the hydraulic head in the inland aquifer can be described as (zA0)cos(ot f), where z and f are called attenuation and phase difference, respectively. Furthermore, z and f are found to decline exponentially and increase linearly with distance from the ocean, respectively, that qffiffiffiffiffiffiffi pffiffiffiffi ffi o 1 is, z ¼ exp x 2D and f ¼ x 2oD , where x is the distance from the ocean (positive) and D = T/S is the aquifer diffusivity, and T and S are aquifer transmissivity and storativity, respectively. One qffiffiffiffiffiffiffi 1 minor point is that f is always kept in the range of [0, 2p]; thus if 2np≤f ¼ x 2oD ≤2ðn þ 1Þp, qffiffiffiffiffiffiffi 1 2np. The phase lag, where n is a positive integer, then the updated f value should be f ¼ x 2oD f , and Φ is always in the range of [0, 1]. denoted as Φ, is related to phase difference f as Φ ¼ 2p According to aforementioned expression of z and f, one can easily see that Φ/ln(z) = 1/(2po) for 0 ≤ f ≤ 2p. It implies that there is a linear relationship between Φ and ln(z). Trefry and Bekele [16, see Figure 6c and f] found that when plotting the Φ–ln(z) relationship by using the best-fitted theoretical results and observed data on the same diagram, significant discrepancy always existed. More precisely, the best-fitted curves were always above the observed data. Trefry and Bekele [16] could not explain such a phenomenon successfully and called it the propagation bias. With numerical simulations, Trefry and Bekele [16] suggested that the most possible cause of the propagation bias was horizontal layering in aquifer properties. Sun et al. [17] presented an analytical solution of groundwater head response to dual tidal fluctuations in a leaky confined aquifer under the quasi-steady state condition, and their conclusions supported that horizontal layering in aquifer properties might be responsible for the propagation bias. The aforementioned studies on dual tidal fluctuations were quasi-steady state solutions. This study, however, will consider transient groundwater flow in a peninsula or an elongated island considering dual tidal fluctuations and an aquifer–aquitard system. The rationale of considering the layering aquifer–aquitard system agrees with the real case application of Garden Island, Australia as considered by Trefry and Bekele [16]. This study considers both cases with or without aquitard storage. The case without the aquitard storage is an extension of the quasi-steady state solution of Sun et al. [17]. The primary focus of this study is to provide a few new transient semianalytical solutions on groundwater response to dual tidal fluctuations in a peninsula or an elongated island considering arbitrary initial conditions. These new solutions may serve multiple purposes. For instance, they provide quick calculation on hydraulic head in a peninsula or an elongated island without involving complicated and sometimes time-consuming numerical calculation. They provide a convenient way to investigate the dynamic groundwater response to various dual tidal fluctuation scenarios. They can be used to inversely calculate the aquifer parameters on the basis of the observed data with or without the influence of the initial condition. Copyright © 2012 John Wiley & Sons, Ltd. Int. J. Numer. Anal. Meth. Geomech. 2013; 37:2456–2470 DOI: 10.1002/nag 2458 Q. WANG, H. ZHAN AND Z. TANG 2. PROBLEM STATEMENT AND SEMIANALYTICAL SOLUTION 2.1. Problem statement and conceptual model The physical model comprises a confined aquifer bounded above by a semipermeable aquitard and below by impermeable bedrock (see Figure 1). All the layers are bounded laterally (along the x-axis) by ocean, meaning that the situation is most likely occurred in a peninsula or an elongated island, which is assumed to extend to a very long distance in the along-shore direction. The z-axis is vertical and positive upward. The origin of the coordinate system is on the left boundary between the ocean and the peninsula/island and is located at the upper boundary of the aquitard. Several assumptions are inevitable to make the analytical approach amendable. First, Figure 1 mimics a rectangular shape of peninsula/island whose dimension is much longer in one direction than the other. Groundwater flow in the aquifer is along the x-axis. Second, boundaries between the ocean and the aquifer–aquitard are vertical and sharp. Third, both the aquifer and aquitard are homogenous and horizontally isotropic and each with uniform thickness. Fourth, hydraulic conductivity of the aquitard is at least two orders of magnitude smaller than that of the aquifer, so only vertical flow in the aquitard and horizontal flow in the aquifer are considered [18, 19]. An unconfined aquifer exists above the aquitard whose hydraulic head is constant. These assumptions, although quite idealized, are rather standard in dealing with flow in an aquifer–aquitard system by analytical approaches [19–22]. 2.2. Mathematical model The governing equation generally treats the leaky boundary condition as a volumetric source/sink term by using the Hantush approximation [21], such as Jiao and Tang [5, 6] and Sun et al. [17]. Hantush [23] recognized the potential problem of such an approximation and pointed out that this assumption might result in error. The purpose of this section is to study groundwater flow in an aquitard–aquifer system on the basis of the mass conservation law without using the Hantush approximation. Flows in the aquitard and aquifer are treated as two systems that are linked through the continuity of flux and head at the aquifer–aquitard boundary. Groundwater flow in the aquitard can be expressed as 0 0 Kz 0 @2h 0 @h 0 ; 0 < t < 1; B < z < 0; ¼Ss @z2 @t 0 (1) h ðx; 0; t Þ ¼ 0; (2) 0 0 h x; B ; t ¼ hðx; t Þ; (3) Figure 1. The schematic diagram of the aquifer–aquitard system with dual tidal fluctuation in a peninsula or an elongated island. Copyright © 2012 John Wiley & Sons, Ltd. Int. J. Numer. Anal. Meth. Geomech. 2013; 37:2456–2470 DOI: 10.1002/nag GROUNDWATER RESPONSE TO DUAL TIDAL FLUCTUATIONS IN A PENINSULA 0 h ðx; z; 0Þ ¼ 0; 2459 (4) where h0 (x, z, t) denotes the hydraulic head (L) in the aquitard at the location (x, z) (L) and time t (T); x and z are horizontal and vertical coordinates, respectively (L); B0 is the thickness of the aquitard (L); 0 0 and S s and K z are the specific storativity (L1) and vertical hydraulic conductivity (LT1) of the aquitard, respectively. The following mathematic model can govern groundwater flow in the confined aquifer: 0 0 @h @2h 0 @h x; B ; t ¼ Kx B 2 þ K z ; S @t @x @z 0≤x≤L0 ; (5) hðx; t Þjx¼0 ¼ A1 cosðot Þ; (6) hðx; t Þjx¼L0 ¼ A2 cosðot þ θÞ; (7) 8 a1 x þ b1 > > > > < hðx; 0Þ ¼ ai x þ bi > > > > : an x þ bn 0≤x≤L1 ⋮ Li1 ≤x≤Li ; ⋮ Li ≤x≤L0 (8) where h(x, t) is the hydraulic head of the confined aquifer (L); S and Kx are the storativity (dimensionless) and horizontal hydraulic conductivity (LT1) of the aquifer, respectively; B is the thickness (L) of the aquifer; A1 and A2 are the amplitudes of the tidal fluctuations (L) of the left and right oceans, respectively; o is the common tidal frequency for both left and right oceans (T1); θ is the phase (dimensionless) difference between the left and right ocean tides; L0 is the length of the peninsula or island along the x-axis (L); ai (dimensionless) and bi (L) are two series of constants used to describe the initial condition in piecewise linear functions with n subsections in space; and Li (L) is the right end of the subsection i. The choice of the initial condition is based on a few considerations. Interaction between ocean and groundwater in a coastal aquifer generally comprises of two complementary processes: seawater intrusion and submarine groundwater discharge [24, 25]. As the hydraulic gradient changes slowly [24], it can be well approximated as a piecewise linear function, which is used in the following discussion. To make the equations of the initial condition more compact, one can write a1 x þ b1 ; if 0≤x≤L1 ⋮ ai x þ bi ; if Li1 ≤x≤Li ⋮ if Li ≤x≤L0 an x þ bn ; g ¼ ax þ b; if 0≤x≤L0 ; (9) where a (dimensionless) and b (L) are constants in each section but may change with space. With the dimensionless variables defined in Table I, the mathematic model governing groundwater flow in the aquitard can be transformed into the following dimensionless forms. Table I. List of dimensionless variables. hD ðxD ; tD Þ ¼ hðBx;tÞ, tD ¼ KSBx t, xD ¼ Bx , zD ¼ Bz , AD1 ¼ AB1 , AD2 ¼ AB2 , bD ¼ Bb , oD ¼ SBo Kx , 0 Þ LD ¼ LB0 , TD ¼ o2p D , h D ðxD ; zD ; tD Þ ¼ h ðx;z;t B , 0 0 D K z B S aD ¼ Ba Kx , b ¼ Kx , w ¼ B0 , ¼ S0 B0 s Copyright © 2012 John Wiley & Sons, Ltd. Int. J. Numer. Anal. Meth. Geomech. 2013; 37:2456–2470 DOI: 10.1002/nag 2460 Q. WANG, H. ZHAN AND Z. TANG 0 0 @2h D w @h D 1 ¼ ; 0 < tD < 1; < zD < 0; 2 b @tD w @zD 0 h D ðxD ; 0; tD Þ ¼ 0; 0 hD 1 xD ; ; tD w (10) (11) ¼ hD ðxD ; tD Þ; 0 h D ðxD ; zD ; 0Þ ¼ 0; (12) (13) where b is the aquitard/aquifer hydraulic conductivity ratio and w is the aquifer/aquitard thickness ratio (see Table I). Similarly, the mathematic model governing groundwater flow in the confined aquifer becomes 0 @hD @ 2 hD @h D ðxD ; zD ; tD Þ ¼ þ b z ¼1w ; D @tD @zD @x2D (14) hD ðxD ; tD ÞjxD ¼0 ¼ AD1 cosðoD tD Þ; (15) hD ðxD ; tD ÞxD ¼L D ¼ AD2 cosðoD tD þ θÞ; (16) hD ðxD ; 0Þ ¼ axD þ bD : (17) 2.3. Semianalytical solution With the Laplace transform, the analytical solution of the mathematical model Equations (10)–(17) in the Laplace domain is qffiffiffiffi sw sinh zD b 0 qffiffiffiffi HD ðxD ; sÞ; H D ðzD ; sÞ ¼ sw sinh 1w b pffiffiffiffi W xD HD ðxD ; sÞ ¼ C1 e pffiffiffiffi W xD þ C2 e þ a b xD þ ; W W (18) (19) 0 where H D ðzD ; sÞ and HD(zD, s) represent the hydraulic heads in the aquitard and confined aquifer in the Laplace domain, respectively, and ffi s oD a b s b LD pffiffiffi W L A e AD2 cosðθÞ 2 A sin ð θ Þ D2 D D1 2 2 (20) W o D þ s2 W o D þ s2 o D þ s2 W pffiffiffiffi pffiffiffiffi ; C1 ¼ L W L W eD e D C2 ¼ AD1 Copyright © 2012 John Wiley & Sons, Ltd. s b C1 ; o2D þ s2 W (21) Int. J. Numer. Anal. Meth. Geomech. 2013; 37:2456–2470 DOI: 10.1002/nag GROUNDWATER RESPONSE TO DUAL TIDAL FLUCTUATIONS IN A PENINSULA sffiffiffiffiffiffiffi rffiffiffiffiffiffiffiffi sbw s ; W ¼sþ coth bw 2461 (22) where s is the Laplace parameter in respect to the dimensionless time tD, sinh() and coth() are the hyperbolic sine and cotangent functions, respectively, and all other dimensionless parameters are defined in Table I. According to the definition of the dimensionless parameters w and b in 0 0 Table I and the definition of a ¼ K z =B , one has bw ¼ aD . Substituting bw ¼ aD in Equation (22) leads to rffiffiffiffiffiffiffiffi rffiffiffiffiffiffiffi saD s : W ¼sþ coth aD (23) It seems that it is difficult, if not impossible, to invert Equations (18) and (19) analytically. There are many developed methods to convert the solution in the Laplace domain to that in the real-time domain. These include the Stehfest method [26–28], the Zakian method [29–31], the Fourier series method [32], and the Schapery method [33]. The Stehfest method works well to solve the numerical inverse Laplace transform for some groundwater flow problems [34, 35]. Hassanzadeh and Pooladi-Darvish [36] pointed out that the Stehfest method failed to predict e t type of functions or those with an oscillatory response, such as sine and wave functions, whereas the Fourier transform technique may be a powerful tool to handle those cases. For the problem investigated here, we employ the Fourier series method for the numerical inversion because of the oscillatory nature of the boundary conditions. The technique is based on choosing the contour of integration in the inversion integral, converting the inversion integral into the Fourier transform, and then approximating the transform by a Fourier series. This method approximates the inversion integral by using the following equation [32]: es1 tD hD ðxD ; tD Þ ¼ tD ( ) n X 1 kp k HD ðxD ; s1 Þ þ Re HD xD ; s1 þ i ð1Þ ; 2 tD k¼1 (24) pffiffiffiffiffiffiffi where i ¼ 1, Re means the real part of the function, and n is the number of summation. The parameters s1 and n must be optimized for increasing accuracy. Lee et al. [37] suggested values of s1tD between 4 and 5. 2.4. Approximation of the semianalytical solution without aquitard storage When the aquitard storage is very small, water released from the aquitard into the aquifer can be neglected. The leakage is now primarily from the upper unconfined aquifer [18, 19], and governing equation of Equations (1) and (5) can be transformed as S 0 @h @2h ¼ Kx B 2 þ aðh0 hÞ; 0≤x≤L0 ; @t @x (25) 0 where a ¼ K z =B is the specific leakage (or aquitard hydraulic conductance) (T1) [38]. The dimensionless form can be written as @hD @ 2 hD ¼ aD hD : @tD @xD 2 (26) It is easy to obtain the analytical solution of Equation (26), which is without the aquitard storage, from analytical solution of Equations (18) and (19). With the dimensionless variables defined in Table I, 0 ! 1 when S s ! 0. The solution in Laplace domain is Copyright © 2012 John Wiley & Sons, Ltd. Int. J. Numer. Anal. Meth. Geomech. 2013; 37:2456–2470 DOI: 10.1002/nag 2462 Q. WANG, H. ZHAN AND Z. TANG pffiffiffiffi W xD HD ðxD ; sÞ ¼ C1 e þ C2 e pffiffiffiffi W xD þ a bD xD þ ; W W (27) where AD2 cosðθÞ C1 ¼ ffi s oD a bD s bD LD pffiffiffi W A L A sin ð θ Þ e D2 D D1 2 2 2 2 2 2 W W W oD þ s oD þ s oD þ s pffiffiffiffi pffiffiffiffi ; L W L W D D e e (28) C2 ¼ AD1 s bD C1 : o2D þ s2 W (29) W ¼ s þ aD ; (30) Equation (27) is the analytical solution of the hydraulic head in the confined aquifer in the Laplace domain without aquitard storage. The mathematic model that treats the leaky boundary condition as a volumetric source/sink term by using the Hantush approximation [21] is a special case of the model in this study. 3. MODIFICATION OF SUN ET AL. [2008] SOLUTION We like to compare the new solution of this study with that of Sun et al. [17]. For the purpose of comparison, it is necessary to modify the solution of Sun et al. [17] in the same dimensionless forms defined in Table I. By using the notation of this study, the original solution of Sun et al. [17] becomes hðx; t Þ ¼ A1 z cosðot fÞ; 1 A1 sinhðL0 l lxÞ þ A2 eiθ sinhðlxÞ z¼ ; A1 sinhðL0 lÞ f ¼ arg A1 sinhðL0 l lxÞ þ A2 e sinhðlxÞ ; sinhðL0 lÞ iθ sffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffi 0 Kz S l¼ ; þ io Kx BB0 Kx B (31) Where z and f are the amplitude attenuation and phase difference of the tidal head fluctuation, f . Transforming the original respectively. The phase lag Φ is related to phase difference f as Φ ¼ 2p solution of Sun et al. [17] into dimensionless forms by using variables defined in Table I, one has hD ðx; t Þ ¼ AD1 z cosðoD tD fÞ; 1 AD1 sinhðLD lD lD xD Þ þ AD2 eiθ sinhðlD xD Þ z¼ ; AD1 sinhðLD lD Þ f ¼ arg (32) pffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffi AD1 sinhðLD lD lD xD Þ þ AD2 eiθ sinhðlD xD Þ ; lD ¼ aD þ ioD : sinhðLD lD Þ This modified solution of Sun et al. [17] will be compared with our new solutions in the following discussion. Copyright © 2012 John Wiley & Sons, Ltd. Int. J. Numer. Anal. Meth. Geomech. 2013; 37:2456–2470 DOI: 10.1002/nag GROUNDWATER RESPONSE TO DUAL TIDAL FLUCTUATIONS IN A PENINSULA 2463 4. RESULTS AND DISCUSSIONS 4.1. Comparison of the semianalytical solutions with numerical solutions of MODFLOW To test the accuracy and robustness of the semianalytical solutions, numerical simulations using MODFLOW [39] have been conducted, and the results were compared with the semianalytical solutions developed earlier. In the numerical simulation, the confined aquifer is discretized into one row (horizontal) and many columns (vertical), and the aquitard is discretized into many rows and columns, as shown in Figure 2. The grid spaces used are sufficiently small to make the numerical cut-off error negligible. The hydraulic conductivities in the aquitard are sufficiently small to reflect the nearly vertical flow in the aquitard. The following default parameters were used for the comparison: S = 0.001; KxB = 2000 m2/day; L0 = 10000 m; θ = 0; A1 = A2 = 0.65 m; o = 2p/24(hr 1), on the basis of the case study of Jiao and Tang [5]. The initial head is set as the mean sea level. We refer to the parameters of aquitard from Sheahan [40], where the vertical hydraulic conductivity is 0.013 m/day and the specific storativity is 0.001 m1. To make the aquitard storage effect more obvious, we choose an extremely thick aquitard with thickness of 40 m. Figure 3 shows the hydraulic head distribution at t = 1 day. The hydraulic head calculated by MODFLOW is nearly identical to that calculated by the semianalytical 0 0 solution with S s ¼ 103 m1 . If S s is small enough, its effect can be neglected, as expected. For 0 instance, if S s ¼ 109 m1 , the numerical solution from MODFLOW agrees very well with the semianalytical solution without aquitard storage Equation (27). 4.2. Effects of specific leakage on the semianalytical solutions For the aquifer–aquitard system investigated here, groundwater flow not only depends on the oceanic tidal fluctuations but also depends on leakage from the aquitard. From Equations (1)–(8), it can be seen that the thickness, the vertical hydraulic conductivity, and the specific storativity of the aquitard are involved in the mathematical model. Because some of these parameters are interdependent, we prefer to analyze the problem by using dimensionless parameters, which are independent from each other. From the dimensionless variables in Table I, one can see that the dimensionless specific leakage aD ðx; t Þ is a primary parameter describing the properties of the aquifer–aquitard system for both cases with and without the aquitard storage. To eliminate the influence of the initial condition, we set the mean sea level as the initial condition for this analysis. With analysis of the observations at various monitoring well locations in Garden Island on the continental shelf of Western Australia, Trefry and Bekele [16] found there was inconsistency between the observed strong attenuation and small phase lag and suggested that the analysis of measured propagation bias had the potential to yield extra information on aquifer properties in the vertical direction. Sun et al. [17] pointed out that the leakage of the overlying confining layer enhanced the landward attenuation and shortened the phase lag, on the basis of the quasi-steady state solution Equation (32), which was derived considering the cyclic tidal boundary condition and ignoring the initial condition. However, when the effect of the initial condition cannot be ignored, the hydraulic head will be affected by both the tidal fluctuation and the initial condition at early stage. Consequently, the solutions will no longer be a single cosine function as shown in Equation (32), Figure 2. The schematic discretization of the aquifer–aquitard system in MODFLOW. Copyright © 2012 John Wiley & Sons, Ltd. Int. J. Numer. Anal. Meth. Geomech. 2013; 37:2456–2470 DOI: 10.1002/nag 2464 Q. WANG, H. ZHAN AND Z. TANG Figure 3. Comparison among the numerical solutions from MODFLOW and the new solutions with and without the aquitard storage effect when the aquitard specific storativity values are 103 (m1) and 109 (m1) at t = 1 day, where S = 0.001, KxB = 2000 m2/d, L0 = 10000 m, θ = 0, A1 = A2 = 0.65 m, and o = 2p/24(hr 1). making it difficult to define a clear relationship between the attenuation and phase shift, as can be carried out by that of Sun et al. [17]. To test the influence of leakage to propagation bias by the Trefry and Bekele [16] considering the initial condition effect, the alternative approach is to compare the solutions in this study with the quasi-steady state solution of Sun et al. [17]. For this purpose, the fitted parameters in the transect A by Sun et al. [17] will be introduced: the average aquifer diffusion K’ z ¼ 1:082 , o = 0.930 d 1, L = 1420 m, B = 30 m, and for three transects KSx B ¼ 20149 m2 day1 , BoS 0 B = 10 m. With the definition of the dimensionless variables in Table I, one has aD ¼ 0:135, oD ¼ 0:042, and LD ¼ 47:33. Other parameters are given as AD1 = AD2 = 0.01 and θ = 0. To investigate the influence of different aD values upon the hydraulic head distribution in the confined aquifer, aD of 0.00135 is also used. Comparison of the new solutions and the quasi-steady state solution of Sun et al. [17] can be seen easily from the figures of the dimensionless head versus the dimensionless time at a given location, as shown in Figure 4(a) and (b) when the mean sea level is chosen as the initial condition. The value of z can be determined by the amplitude, and f can be carried out by the intersection points between the new solutions and the x-axis. A few interesting observations can be obtained from Figure 4(a) and (b). First, as expected, the transient solutions are close to the initial head at early time, whereas very different from the quasi-steady state solution of Sun et al. [17] regardless of the aquitard storage. The solution ignoring the aquitard storage approaches the quasi-steady state solution soon, whereas the solution considering the aquitard storage does not for the small aquifer/aquitard storativity ratio . Second, the f values for solution without the aquitard storage in the quasi-steady state are the same as with the solution of Sun et al. [17], whereas the f values for solution considering the aquitard storage are sensitive to the value of aD . In particular, the value of f decreases with the increase of the aD value. Third, the solutions with and without the aquitard storage are nearly the same at the early time, they separate from each other during the intermediate time, and eventually the difference between them becomes constant at late time. Furthermore, the amplitude of the solution considering the aquitard storage is smaller than the one ignoring the aquitard storage. These three observations can be explained as follows. The first observation is obvious because the transient solutions are affected by the initial condition at early stage, whereas the quasi-steady state solution is not. The quasi-steady state solution of Sun et al. [17] is a special case of the solution without the aquitard storage after long time until the influence of the initial condition to the head fluctuation can be ignored, so two curves are the same in the later stage. When the aquitard storage is considered, the vertical transient flow cannot approach the steady state for small because the boundary condition at the aquifer–aquitard interface, Equation (3) changes with time periodically. Copyright © 2012 John Wiley & Sons, Ltd. Int. J. Numer. Anal. Meth. Geomech. 2013; 37:2456–2470 DOI: 10.1002/nag GROUNDWATER RESPONSE TO DUAL TIDAL FLUCTUATIONS IN A PENINSULA 2465 a b c Figure 4. (a) Comparison among the new solutions with and without aquitard storage and the quasi-steady state solution by Sun et al. [17] when the dimensionless specific leakage aD = 0.135. (b) Comparison among the new solutions with and without aquitard storage and the quasi-steady state solution by Sun et al. [17] when dimensionless specific leakage aD = 0.00135. (c) Comparison among the new solutions with and without aquitard storage and the quasi-steady state solution by Sun et al. [17] when dimensionless tidal frequency oD = 0.0042. Copyright © 2012 John Wiley & Sons, Ltd. Int. J. Numer. Anal. Meth. Geomech. 2013; 37:2456–2470 DOI: 10.1002/nag 2466 Q. WANG, H. ZHAN AND Z. TANG The water released from the aquitard cannot be ignored, so a small difference is still notable at later time stage. For the second observation, Sun et al. [17] pointed out that the leakage of the overlying confining layer could enhance the propagation bias. According to the definition of the specific leakage aD , it directly represents the aquitard–aquifer water flux for the case without the aquifer storage. As for the 0 case with aquitard storage, a similar parameter a D representing the water flux from the aquitard into the main aquifer is needed. By substituting Equation (18) into the governing equation in the confined aquifer in Laplace domain, one has 0 aD rffiffiffiffiffiffiffiffi rffiffiffiffiffiffiffi saD s : ¼ coth aD (33) 0 With the new parameter a D , the governing equation with the aquitard storage in Laplace domain has 0 the similar form as the governing equation without aquitard storage. With Equation (33), a D =aD is 0 larger than 1. A larger aD value results in a larger a D value and stronger leakage effect, thus lead to stronger propagation bias and a smaller f value. In respect to the third observation, because it takes time for the leakage water to flow from the aquitard to the aquifer (or vice versa), the difference between the solutions with and without the aquitard storage is negligible at early time. Similar observations have been reported in previous studies of groundwater flow in an aquifer–aquitard system [18, 19]. At late time, water released from the aquitard storage is mainly influenced by the cyclic tidal boundary condition, which will cause temporary holding and releasing of water from storage in the aquitard. Such temporary holding and releasing of water from storage in the aquitard do not exist if ignoring the aquitard storage. This leads to the eventually small (constant) difference between the solutions of cases with and without the aquitard storage. As for the case with aquitard storage, the specific leakage is larger 0 than the one without aquitard storage because of a D =aD > 1, so the amplitude of the solution in the confined aquifer considering the aquitard storage is smaller than the one ignoring the aquitard storage. Figure 4(a) and (c) compares the new transient solutions and the quasi-steady state solution of Sun et al. [17] for different oD values of 0.042 and 0.0042 under the strong leakage condition (aD = 0.135). One can see from Figure 4(c) that the differences are very small for the case with a smaller oD value. With the definition of oD ¼ SBo=Kx , a small oD value implies a longer period. When the period is much longer than the time needed for aquitard storage water to dissipate, the solution with the aquitard storage will approach the one without the aquitard storage. Therefore, the leakage effect to the propagation bias is more obvious at higher tidal frequencies than lower ones. 4.3. Effects of aquifer/aquitard storativity ratio on the semianalytical solutions The ratio of the aquifer/aquitard storativity ratio is also a primary parameter for the case with the aquitard storage in Equation (19). Figure 5(a) and (b) shows the aquifer hydraulic head spatial distribution for different values for two given dimensionless time tD = 10 and tD = 800. These two solutions are almost the same when is above two, meaning that the aquitard storage can be ignored when is greater than two. In this section, the effect of the aquifer/aquitard storativity ratio to the z and f will be discussed. Figure 5(c) shows the comparison among the new solutions with and without aquitard storage, and the quasi-steady state solution by Sun et al. [17] for different at the specific location. It is obvious that the smaller leads to stronger propagation bias. This observation is easy to explain. A smaller value implies larger aquitard storativity in respect to the aquifer storativity, so the quantity of the water released from the aquitard to the aquifer is more remarkable, which results in stronger propagation bias for the case with aquitard storage. 4.4. Effects of the initial condition on the semianalytical solutions In aforementioned discussion, the initial conditions are set as the mean sea level for the purpose of illustration. In fact, the initial condition is often not constant in space. For instance, it may be Copyright © 2012 John Wiley & Sons, Ltd. Int. J. Numer. Anal. Meth. Geomech. 2013; 37:2456–2470 DOI: 10.1002/nag GROUNDWATER RESPONSE TO DUAL TIDAL FLUCTUATIONS IN A PENINSULA 2467 a b c Figure 5. (a) Comparison among the new solutions with and without aquitard storage and the quasi-steady state solution by Sun et al. [17] for of 0.01, 0.1, and 2 at tD = 10. (b) Comparison among the new solutions with and without aquitard storage and the quasi-steady state solution by Sun et al. [17] for of 0.01, 0.1, and 2 at tD = 800. (c) Comparison among the new solutions with and without aquitard storage and the quasi-steady state solution by Sun et al. [17] for of 0.01, 0.1, and 2 at xD = 5. Copyright © 2012 John Wiley & Sons, Ltd. Int. J. Numer. Anal. Meth. Geomech. 2013; 37:2456–2470 DOI: 10.1002/nag 2468 Q. WANG, H. ZHAN AND Z. TANG affected by human activity such as groundwater pumping and vertical recharge from precipitation. The developed solutions are capable of handling realistic initial conditions by using piecewise linear functions to approximate the initial hydraulic head spatial distributions. The focus of this section is to test the sensitivity of initial conditions on the derived solutions. Sanford and Pope [41] recently developed a three-dimensional model to simulate seawater intrusion to a peninsula in Eastern Shore of Virginia, U.S.A. to reproduce historical water levels and to forecast the potential for seawater intrusion. In their model, groundwater flowed mostly laterally from the recharge areas in the central upland and discharged to the Atlantic Ocean and Chesapeake Bay [42]; a small percentage will move vertically downward through the upper Yorktown-Eastover confining unit into the confined aquifer system. With the study of Sanford and Pope [41], we choose the following initial condition for our study: hD ðxD ; 0Þ ¼ 0:02xD ; 0:02xD þ 1; if xD ≥ 25 : if xD > 25 (34) When considering this initial condition, the spatial distribution of the hydraulic head is shown in Figure 6 at given times of tD = 1, tD = 1 + TD, and tD = 1 + 20TD, where TD is dimensionless period of tidal fluctuations defined in Table I. The quasi-steady state solution of Sun et al. [17] is also included in this figure. As can be seen from this figure, when the realistic initial condition Equation (34) is considered, the solution considering the aquitard storage approaches the quasisteady state solution after 20TD, whereas the solution ignoring the aquitard storage cannot approach the quasi-steady state solution because the aquifer/aquitard storativity ratio is very small, and the reason has been explained in Section 4.3. 5. CONCLUSIONS In this study, semianalytical solutions of transient groundwater response to dual tidal fluctuations in an aquifer–aquitard system in a peninsula or an elongated island are derived using Laplace transform, for both cases with and without aquitard storage effect. The solutions in real-time domain are subsequently obtained through the Fourier series numerical inverse Laplace transform. The robustness of the solution is tested by comparison with numerical simulations using MODFLOW for two hypothetical cases with and without the aquitard storage. The developed solutions are capable of handling the realistic initial condition using piecewise linear functions. With this study, the following conclusions can be drawn. Figure 6. Comparison among the new solutions with and without aquitard storage and the quasi-steady state solution by Sun et al. [17] for the piecewise linear initial condition at different time. Copyright © 2012 John Wiley & Sons, Ltd. Int. J. Numer. Anal. Meth. Geomech. 2013; 37:2456–2470 DOI: 10.1002/nag GROUNDWATER RESPONSE TO DUAL TIDAL FLUCTUATIONS IN A PENINSULA 2469 1. The transient solutions are very different from the quasi-steady state solution of Sun et al. [17] at early time regardless of the aquitard storage. The solution ignoring the aquitard storage approaches the quasi-steady state solution soon when the initial condition is as the mean sea level, whereas the one considering the aquitard storage cannot for the small aquifer/aquitard storativity ratio and large oD. 2. The solutions with and without the aquitard storage are nearly the same at the early time, they separate from each other during the intermediate time, and eventually the difference becomes constant at late time. 3. The solutions are sensitive to the values of aD and , where aD is the aquitard/aquifer hydraulic conductance ratio and is aquifer/aquitard storativity ratio (see Table I). Our solutions demonstrate that the large leakage of the overlying confining layer enhances the landward attenuation of the tidal head fluctuation and shortens the time lag between the head and tide fluctuations [16, 17]. 4. 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