Acta Oceanol. Sin., 2014, Vol. 33, No. 9, P. 40–46 DOI: 10.1007/s13131-014-0515-5 http://www.hyxb.org.cn E-mail: [email protected] Numerical study on water waves and wave-induced longshore currents in Obaköy coastal water TANG Jun1*, LYU Yigang1, SHEN Yongming1 1 State Key Laboratory of Coastal and Offshore Engineering, Dalian University of Technology, Dalian 116023, China Received 11 October 2013; accepted 24 January 2014 ©The Chinese Society of Oceanography and Springer-Verlag Berlin Heidelberg 2014 Abstract In this paper, the water waves and wave-induced longshore currents in Obaköy coastal water which is located at the Mediterranean coast of Turkey were numerically studied. The numerical model is based on the parabolic mild-slope equation for coastal water waves and the nonlinear shallow water equation for the wave-induced currents. The wave transformation under the effects of shoaling, refraction, diffraction and breaking is considered, and the wave provides radiation stresses for driving currents in the model. The numerical results for the water wave-induced longshore currents were validated by the measured data to demonstrate the efficiency of the numerical model. Then the water waves and longshore currents induced by the waves from main directions were numerically simulated and analyzed based on the numerical results. The numerical results show that the movement of the longshore currents was different while the wave propagated to a coastal zone from different directions. Key words: coast hydrodynamics, water wave, mild-slope equation, wave-induced currents, numerical modeling Citation: Tang Jun, Lyu Yigang, Shen Yongming. 2014. Numerical study on water waves and wave-induced longshore currents in Obaköy coastal water. Acta Oceanologica Sinica, 33(9): 40–46, doi: 10.1007/s13131-014-0515-5 1 Introduction Surface water wave-induced nearshore currents are likely present on most beaches as a component of the complex pattern of a nearshore circulation. As a wave propagates from a deep ocean to a shallow water, the wave occurs shoaling, diffraction, refraction and breaking due to the influence of the bathymetry gradient and land boundary in coast. When the surface wave breaks on beaches, the wave energy is lost to the turbulence generated in the process of breaking, and the wave momentum is transferred into the water column generating nearshore current. Scientific investigations of hydrodynamics along the coast have demonstrated that the wave usually breaks as it approaches the shoreline at an inclination angle, generating the longshore current that flows parallel the beach. The water waves and wave-induced nearshore currents have an important influence on water exchanging, sediment transport and pollutant diffusion, and the reliable prediction of water wave motion and the breaking wave-induced currents in coastal areas is crucial to coastal engineering applications. The study of coastal water waves and breaking wave-induced nearshore currents, especially longshore currents, is one of the classic and popular topics in the coastal research. Many researchers have made many studies and developed theories for the numerical simulation of wave-induced currents. As the coastal zone is always a shallow water zone, the wave-induced currents can be simulated by the shallow water equation or Boussinesq model, and the shallow water equation is much more efficient in computation than Boussinesq model which is usually used in relatively small areas. Longuet-Higgins and Stewart (1962) were the first to propose that the wave dissipation primarily due to wave breaking in shallow water generates radiation stress gradients which impose forces on the water column, and Iwata (1970) and Ding et al. (1998) had made more comprehensive studies on the causes and mechanisms of the radiation stress and proposed formulas for them. Tang et al. (2008a, b) modeled the propagation of irregular water waves and irregular breaking wave-induced nearshore currents based on the parabolic mild-slope equation and the nearshore current model. Tang and Cui (2010) simulated the pollutant movement process in the water waves and nearshore wave-induced currents in combination with the nearshore wave-current model and the pollutant transport model. Cui and Tang (2011) studied the water waves and longshore currents formed by the breaking of obliquely incident random waves at the Leadbetter Beach. Zheng et al. (2008) simulated a random wave transformation in strong wave-induced coastal currents based on the wave action balance equation with diffraction effect. Rusu and Soares (2010) evaluated the performance of two wave-induced nearshore current models in which the water waves were modeled by SWAN wave model and refraction-diffraction wave model respectively. Nayak et al. (2012) simulated the nearshore wave-induced setup along Kalpakkam coast during an extreme cyclone event in the Bay of Bengal using the SWAN wave model and the vertically integrated momentum balance equation in which a wave-induced setup is balanced by the wave radiation stresses. Tang et al. (2012) studied the interaction of the water waves with Foundation item: The National Basic Research Program of China under contract No. 2013CB430403; the National Natural Science Foundation of China under contract No. 51179025; the Open Foundation of State Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering under contract No. 2013491511; the Open Foundation of State Key Laboratory of Ocean Engineering under contract No. 1305. *Corresponding author, E-mail: [email protected] 41 TANG Jun et al. Acta Oceanol. Sin., 2014, Vol. 33, No. 9, P. 40–46 the wave-induced longshore currents. Though many research achievements have made on water wave-induced currents, due to the complicated hydrodynamic factors in shallow water zones, the accurate predictions of waves and wave-induced currents are still important for the further research, especially in coastal zones (Liang et al., 2010; Liang et al., 2012). This paper aimed at studying the coastal waves and the wave-induced longshore currents in Obaköy coastal water which is located at the Mediterranean coast of Turkey. The numerical models consisted of surface water wave and wave breaking induced current models. In the models, the parabolic mild-slope equation was applied to modeling the surface water waves, and the shallow water equation was applied to modeling the breaking wave-induced longshore currents, where the water waves provided the radiation stress gradients to drive currents. The coastal waves and the wave-induced longshore currents in Obaköy coastal water were studied based on the numerical results. The rest of the paper was structured as follows. The numerical models were described in Section 2. In Section 3, the numerical results for the water wave-induced longshore currents were validated by the measured data to demonstrate the efficiency of the numerical models, and the discussions of the waves and the longshore currents induced by the water waves from main directions in Obaköy coastal water based on the numerical results were also presented. Conclusions were presented in Section 4. b1 ∂ 2 ∂A ' 1 ∂Cg ∂A +E + A− CCg + 2 ∂x ω k ∂x∂y ∂x ∂y ∂ ∂A F ' CCg =0 , ∂y ∂y (1) in which ) E' = i k − a0 k Cg + F' = = Db iCg 2 2 D A + 1 Db , 2 E i k b1 k x ( Cg ) x , a1 − b1 + 2 + 2kCg k ωk ω D = k3 2 C ( cosh 4kh + 8 − 2 tanh kh ) , 4 Cg 8sinh kh KCg h (6) where γ is the wave-breaking ratio, it is usually preferable to 0.6 to 0.8; and L is the wave length. The incident boundary condition can be specified as ( ) i k0 cosθ0 −k x0 + k0 sinθ0 y 2.1 Parabolic mild-slope equation The surface water waves are the main driving factor for the wave-induced nearshore currents, and the reasonable evaluation of the wave-induced currents is indispensable for an accurate simulation of the water waves. If the waves propagate forward over the coastal bathymetry in a main direction, and the reflection effects are ignored, the parabolic mild-slope equation can be effectively used to simulate the wave propagation. Kirby (1986b) has established an parabolic mild-slope equation based on a minimax principle which can be applied to simulating wave propagation with a large incident angle, and the equation incorporating wave-breaking effect can be described as follows: ( H b = min(γ h, 0.14 L tanh kh) , A ( x0 , y ) = A0 e 2 Numerical models Cg where i is the imaginary unit; the positive direction of x is the wave propagation principal direction; y is the direction perpendicular to the x-axis; A denotes the complex wave amplitude; Cg = ∂ ω ∂k , is the wave group velocity; C = ω k , is the wave velocity, k is the local wave number, ω is the wave angular frequency; k is the average of k over the y-direction; a0, a1 and b1 are the coefficients of the rational approximation determined by the varying aperture width θ, and defined here as a0=0.994 733 030, a1=−0.890 064 831 and b1=−0.451 640 568; h is the still-water depth; E=ρg|A|2/2, is the wave energy, g is the gravity acceleration, ρ is the water density; Es is the wave energy where the wave height is stable after wave breaking and Dally et al. (1985) have the value of E under 0.4h; D is the wave nonlinear effect term, Db is the wave energy dissipation term; and K≈0.15, is an experiential coefficient. In the wave propagation model, it is assumed that the wave begins to break when the wave height H is greater than the breaking wave height Hb, and Grasmeijer and Ruessink (2003) defined Hb as follows: ( E − ES ) , (2) (3) (4) (5) , (7) where (x0,y) is the coordinate of the incident boundary; A0 is the incident wave amplitude; k0 is the wave number of the incident boundary; and θ0 is the incident wave angle from the principal direction of the wave propagation. For lateral boundary conditions, Kirby (1986a)used the following expression: ∂A = ica Aksinθ , ∂y (8) where ca is the wave reflection coefficient on the lateral boundaries, it is usually preferable to 0 to 1.0. Equation (1) can be discretized by a finite difference method with Crank-Nicolson scheme and solved by tridiagonal mathematic algorithm in Tang et al. (2008b). 2.2 Wave-induced current model Coastal wave-induced current is mainly forced by the wave radiation stresses in the process of the wave propagation, and it can be simulated by shallow water equations as the coastal water is always quite shallow. Incorporating the effect of the bottom shear stresses and the lateral turbulent stresses, the wave-induced current model can be described as the following depth-integrated, horizontal momentum balance equations: ∂η ∂ ∂ 0, + U ( h + η ) + V ( h + η ) = ∂t ∂x ∂y ∂S xx ∂S xy ∂U ∂U ∂U ∂η 1 +U +V +g + + ∂t ∂x ∂y ∂x ρ ( h + η ) ∂x ∂y 1 ρ (h +η ) (τ ηx − τ bx ) − Amx = 0, (9) − (10) 42 TANG Jun et al. Acta Oceanol. Sin., 2014, Vol. 33, No. 9, P. 40–46 ∂S yx ∂S yy ∂V ∂V ∂V ∂η 1 +U +V +g + + − ∂t ∂x ∂y ∂y ρ ( h + η ) ∂x ∂y 1 0, (τη y − τ by ) − Amy = ρ (h +η ) τ by = (11) where t is the time; η is the mean water level; U and V are the depth-integral wave-induced current velocities in the x and y directions respectively; Sxx, Sxy, Syx and Syy are the wave radiation stress components; τbx and τby are the bottom friction stresses in the x and y directions respectively; τηx and τηy are the surface friction stresses in the x and y directions respectively; and Amx and Amy are the lateral mixing stress terms in the x and y directions respectively. The wave radiation stresses are essentially the forcing of wave on the water column driving nearshore currents, and the reasonable evaluation of the radiation stress is crucial for an accurate simulation of the wave-induced currents. However, it is not an usually easy task to evaluate the radiation stresses when the wave field is complicated due to the complicated geography. For example, when the waves are focused behind a shoal, the conventional theory that evaluates the radiation stresses by an explicit wave propagation angle fails to evaluate properly the radiation stresses because it is hard to define a direction of the wave propagation. Zheng et al. (2000) deduced the alternative calculating formulas of the wave radiation stresses on the basis of the complex wave amplitude in the parabolic mild-slope equation to solve these difficulties, and this result in an effective method for calculating the wave radiation stresses using an intrinsic wave propagation angle that differs from the ones of using the explicit wave propagation angle. The formulas for the wave radiation stresses used by Zheng et al. (2000) in the paper are as follows: ρ g ∂A 2 1 2kh 2kh 2 + i kA 2 1 + + + A 4 ∂x k sinh 2kh sinh 2kh 2 2 2kh / tanh 2kh − 1 ∂A ∂A 2 + i kA + − k 2 A , 2 ∂x 2k ∂y S xx = 2kh / tanh 2kh − 1 ∂A ∂A 2 + i kA + − k 2 A , ∂x 2k 2 y ∂ (13) * ρ g ∂A ∂A + i kA S xy = S yx = Re × 4 ∂x ∂ y 1 2kh 1 + , k 2 sinh 2kh (14) where A* is the conjugate complex of A; and the other variables are the same as above. The surface friction stresses in the x and y directions are ignored herein, and the following expressions for the bottom friction stresses by Longuet-Higgins (1970) under waves and weak currents can be used: τ bx = 4 ρ cf u0U , π Amx = ∂ ∂U ∂ ∂U , µ + µ ∂x ∂x ∂y ∂y (17) Amy = ∂ ∂V µ ∂x ∂x ∂ ∂V , + µ ∂y ∂y (18) where μ is the lateral mixing coefficient which can be calculated as the formula µ = Λu0 H , (15) (19) where Λ=0.85, is a non-dimension coefficient by Chawla et al. (1998). The initial boundary conditions for the wave-induced current model are assumed to be in the state of the rest, and can be specified as follows: U = 0, V = 0 , η = 0 . At the onshore boundary and along the lateral open sea boundaries, the continual boundary condition is adopted: ∂U ∂V ∂η = 0 , = 0 , = 0 , and n is the normal direction of the ∂n ∂n ∂n boundary. The wave-induced current model can be solved by a finite difference scheme with the ADI method. The model was run until they approximate a steady state, and the stability criterion can be used by Ebersole and Dalrymple (1980) as follows: ( ∆x ) + ( ∆y ) 2 ∆t ≤ 2 (16) where u0 is the bottom velocity amplitude which can be guided by the linear wave theory u0 = 2πaw / T , and aw = H / ( 2sinh kh ) , is the amplitude of the bottom wave particle movement, T is the wave period; cf =0.015, is the empirical friction coefficient in waves and currents; and the other variables are the same as above. The lateral mixing stress terms can be defined as follows: (12) 2 ρ g ∂A 1 2kh 2kh 2 S yy = + 1 + + A 4 ∂y k 2 sinh 2kh sinh 2kh 2 2 ρ cf u0V , π ghmax 2 , (20) where Δx and Δy are the spatial discretization steps in the x and y directions respectively; Δt is the time step; and hmax is the maximum water depth. 3 Simulation of waves and wave-induced longshore currents in Obaköy coastal water Obaköy coastal zone is a mild-slope bottom zone located on the Mediterranean coast of Turkey. When the wave travels to coastal areas, the water depth becomes shallow, the wave breaks and the wave height and the energy decrease rapidly, then the greater gradients of the radiation stresses formed during the wave breaking process, and they usually drive the local water to flow in these areas. The mean seabed slope in this zone is about 1/20, and the seabed slope in the nearshore area is about 1/30. The bathymetry of Obaköy coastal zone is shown in Fig. 1 (Balas et al., 2006), where the x-axis direction is set at the north direction (onshore direction), the y-axis is set at the west direction (alongshore direction). For the zone, the wave propagates from the dominant wave directions, which are in the range of 43 TANG Jun et al. Acta Oceanol. Sin., 2014, Vol. 33, No. 9, P. 40–46 12 36 14 26 6 36 12 20 10 30 34 18 48 42 4 22 2 4 16 32 22 20 30 0 24 28 8 14 26 100 18 200 6 y/m 2 16 24 28 32 200 100 6 8 38 4 46 4 300 10 500 400 4 40 14 18 16 20 22 24 26 28 32 30 600 300 400 x/m 500 600 700 Fig.1. Bathymetry of the computational area. The water depth is in metre. the SSW (θ0=−22.5°) and the SE (θ0=45°) directions (Balas et al., 2006). In the paper, as waves travel from the SE (θ0=45°), the SSE (θ0=22.5°), the S (θ0=0°) and the SSW (θ0=−22.5°) directions, the distributions of the coastal waves and wave-induced longshore currents were numerically simulated and studied based on the above models. The simulation dimension is 760 m×640 m, and the deep water wave parameters were selected as, the wave period T0=5.0 s, the wave height H0=3.5 m, to specify the offshore boundary conditions (Balas et al., 2006). Full transmission and zero gradient boundary conditions were applied for wave and current respectively along the lateral boundaries. The incident deep water wave parameters are shown in Table1. Firstly, the numerical models were validated by comparisons between the numerical and experimental results of the wave-induced longshore currents in four sections for the waves approaching from the SE in Case 1, then they were used to study the waves and longshore currents induced by waves from SE, SSE, S and SSW directions in Cases 1, 2, 3 and 4. The comparisons between the numerically simulated and measured wave-induced longshore currents in Balas et al. (2006) for the waves approaching from the SE in Case 1 in four sections (y=40.0, 200.0, 360.0 and 520.0 m) were shown in Fig. 2. It can be seen that the numerically simulated longshore current velocities are in good agreement with the measured data, and the present models are efficient for modelling the waveinduced longshore currents in the study area. Figures 3 to 6 showed the numerically simulated wave heights, the mean water levels and the wave-induced longshore currents for Cases 1–4. As it was shown in Figs 3a, 4a, 5a and 6a, in the process of the wave propagation from the deep water zone to the shallow water zone, the wave defocused in the wave propagation direction behind the shoal resulting in the decrease of the wave height gradually. As the wave traveled into the very shallow areas where the wave height is less than the breaking wave height, wave began breaking and wave height decreased rapidly, and the wave height was about 0.6h (h is the local water depth) and its distribution was approximately related to the local water depth contour. These may be due to that the wave height is usually proportional to the local shallow water depth contour as the wave breaks. The numerically simulated mean water level in Figs 3b, 4b, 5b and 6b clearly exhibited the decrease of the water level as the wave approaches the wave breaking zone and the increase of the mean water level as the wave breaks, and the gradient of the mean water level was also a driving factor for current. Figures 3c, 4c, 5c and 6c showed that the wave-induced longshore currents were mainly generated in the wave breaking zone and parallel to the coastline on the whole, but in some areas the longshore wave-induced currents slightly deflected corresponding to the asymmetrical water depth and approximately paralleled to the bathymetry contours, and the movement of the wave-induced longshore currents was also different in the four cases for different incident wave directions. For the wave propagated from the SE and the SSE directions in Case 1 and Case 2, the longshore currents flowed mainly from south to north along the coastline and deviated tending to the offshore zone near the northern boundary, and the movement Table 1. Deep water wave parameters in the simulation wave-induced longshore current Case Incident wave direction H0/m T0/s θ0/(°) 1 SE 3.50 5.0 45.0 2 SSE 3.50 5.0 22.5 3 S 3.50 5.0 0.0 4 SSW 3.50 5.0 −22.5 44 TANG Jun et al. Acta Oceanol. Sin., 2014, Vol. 33, No. 9, P. 40–46 2.0 2.0 a simulated model experiment data 1.0 0.5 1.0 0.5 0 100 2.0 200 300 400 x/m 500 600 0 700 2.0 c simulated model experiment data 100 200 300 d 1.0 0.5 400 x/m 500 600 700 500 600 700 simulated model experiment data 1.5 V/m∙s−1 1.5 V/m∙s−1 simulated model experiment data 1.5 V/m∙s−1 V/m∙s−1 1.5 b 1.0 0.5 0 100 200 300 400 x/m 500 600 0 700 100 200 300 400 x/m Fig.2. Comparison between the numerical and measured data (Balas et al., 2006) of the wave-induced longshore currents for Case 1. a. Section 1 (y=40.0 m), b. Section 2 (y=200.0 m), c. Section 3 (y=360.0 m) and d. Section 4 (y=520.0 m). 300 500 400 x/m 0.8 100 200 300 400 x/m 500 100 0 0 -0.1 0 700 600 300 200 0.05 100 1.4 1 600 y/m 0.05 -0.1 0.6 1.2 400 -0.05 2.2 2.8 2.6 1.8 2 3.2 3 200 200 1 m/s 0 -0.1 1.8 y/m 3.4 100 -0.1 3.2 y/m 0 300 c 500 0.1 3 3.4 100 0 -0.05 -0.1 3.2 200 0.1 400 2 300 2.6 600 0.25 0.15 0.2 0.05 2.4 400 2.8 -0.1 500 2 3 b -0.05 1 1.2 1.6 1.8 2.2 2.8 3 500 600 0.6 0.8 a 3.4 600 700 100 200 300 400 x/m 500 600 700 Fig.3. Numerically simulated wave height, mean water level and wave-induced longshore current for Case 1. a. Wave height (m), b. mean water level (m) and c. wave-induced longshore current (m/s). 300 400 x/m 500 600 1 1.6 0.4 0.6 1.2 0.8 700 -0.05 -0.15 -0.2 -0.2 0.05 100 200 300 400 x/m 500 600 700 400 y/m 0 100 0 0.05 0 1.8 2.8 2.4 2 2.2 200 300 200 3 y/m 3.2 100 1.4 0 2.6 5 -0.0 -0.1 100 3.2 3.4 1 m/s 500 0 2.8 200 -0.2 400 1.6 3 600 c 0.15 0.1 -0.2 2 2.8 3 300 0 500 1.8 3.4 400 b 1.4 y/m 3 3.2 500 600 0.8 1.2 2.4 2 2.2 2.4 3.2 1.6 a 4 3. 600 300 200 100 0 100 200 300 400 x/m 500 600 Fig.4. Numerically simulated wave height, mean water level and wave-induced longshore current for Case 2. a. Wave height (m), b. mean water level (m) and c. wave-induced longshore current (m/s). 700 45 TANG Jun et al. Acta Oceanol. Sin., 2014, Vol. 33, No. 9, P. 40–46 3.2 100 200 1 300 500 400 x/m 600 0.2 700 100 0.15 -0.2 0 100 200 300 400 x/m 0.2 -0.2 500 600 300 200 0.1 -0.15 -0.2 100 0.6 2 1.6 3 3.4 0 -0.2 -0.05 -0.1 0 y/m 3 2.4 1.8 1.4 0.4 3.2 100 -0.05 300 200 1.2 2.2 3.4 3.2 200 0 3.2 300 1 m/s 400 -0.15 2 -0 .2 c 500 0.05 -0.1 -0.2 1.2 3.2 400 600 y/m 500 1.8 .2 2 3.2 3.4 y/m -0.2 0.1 b -0.15 -0.2 600 0.6 1.2 3.2 500 400 0.8 0.2 0 -0.05 3.4 a 1.8 2.4 2.8 2.6 3 600 0 700 100 200 300 400 x/m 500 600 700 Fig.5. Numerically simulated wave height, mean water level and wave-induced longshore current for Case 3. a. Wave height (m), b. mean water level (m) and c. wave-induced longshore current (m/s). -0.2 b 0.8 5 1 1.4 100 200 300 400 x/m 500 600 -0.1 -0.1 5 1.4 700 0 100 200 300 400 x/m 500 600 0 300 200 0.05 -0.05 25 100 -0.2 -0.25 -0.1 3.2 2.6 2 0.6 3.4 100 0 1.2 400 -0.25 200 3.2 -0 . 200 -0.2 -0 .2 5 300 2.2 2.8 300 y/m 3 c 1 m/s 500 -0.05 400 3.2 3.4 400 y/m 1.6 3 y/m -0.2 -0.1 -0.15 500 600 0.15 0.1 3.2 500 600 2.2 0.05 0 5 -0.0 1.2 2.6 600 a 700 100 0 100 200 300 400 x/m 500 600 700 Fig.6. Numerically simulated wave height, mean water level and wave-induced longshore current for Case 4. a. Wave height (m), b. mean water level (m) and c. wave-induced longshore current (m/s). of the currents were more tending to the offshore zone for the wave propagation from the SSE direction. For the wave propagated from the S direction in Case 3, the longshore currents, as compensation currents, flowed to the centre of the concave shore from both south and north directions along the coastline and the rip current flowed to offshore from the centre of the concave shore. For the wave propagated from the SSW direction in Case 4, the longshore currents flowed mainly from north to south along the coastline and deviated tending to the offshore zone near the southern boundary. Hence, the longshore currents are different while the wave propagated to the coastal zone from different directions. 4 Conclusions Water waves and nearshore currents are important hydrodynamics in coastal zones. In the process of the wave propagation from the deep ocean to the shallow water, they undertake an obvious transformation due to the combination effects of refraction, diffraction and shoaling, and eventually break near the shoreline and generate the currents that flow in both offshore and alongshore directions. In this paper, the waves and the wave-induced currents in Obaköy coastal water which is located on the Mediterranean coast of Turkey were numerically studied. The numerical models are based on the parabolic mild-slope equation for the coastal water waves and the nonlinear shallow water equation for the wave- induced currents. The wave transformation under the effects of shoaling, refraction, diffraction and breaking is considered and the wave provides the radiation stresses for driving current in the model. The numerical results for the water wave induced longshore currents were validated by the measured data to demonstrate the efficiency of the numerical model, and the water waves and nearshore currents induced by the waves from different directions were numerically simulated and analyzed based on the numerical results. The numerical results show that the movement of nearshore currents is different while the wave propagated to the coastal zone from different directions. References Balas L, İnan A, Yıldız İ. 2006. Numerical modelling of coastal currents. In: M. Gavrilova et al., eds. Computational Science and Its Applications-ICCSA. Berlin Heidelberg: Springer, 547–555 Chawla A, Özkan-Haller H T, Kirby J T. 1998. Spectral model for wave transformation and breaking over irregular bathymetry. Journal of Waterway, Port, Coastal, and Ocean Engineering, 124: 189–198 Cui Lei, Tang Jun. 2011. Numerical study on random waves and waveinduced long-shore currents at Leadbetter Beach. 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