Convective Plume Simulations

This page describes a series of 3D numerical simulation of gravity waves generated by large a thunderstorm. The waves propagate in a realistic thermodynamic environment and encounter significant wind shears associated with the tides in the Mesosphere and lower Thermosphere. The simulations not only reveal significant filtering of the wave packet due to the tidal wind shear, but also localized regions of wave breaking. Following Vadas and Fritts (2009) the thunderstorm is modeled as via a vertical body force that generates a localized region of rising air. The column of rising air (or plume) is axisymmetric in horizontal plane and has a Gaussian cross-section with standard deviation h. The plume also has a Gaussian distribution in the vertical direction, centered at an altitude of z_c and having a vertical standard deviation of z_w. The forcing functions are carefully constructed to be divergence-free. This feature is critical to the success of the method in a fully-compressible environment where non-solenoidal regions act as efficient sources for acoustic waves. A natural consequence of the divergence-free constraint in conjunction with the condition that the velocity perturbation from the plume vanish at large horizontal distance is that there is no net mass flow in the vertical direction. Thus, unlike Vadas and Fritts (2009), we also force the required return (downward) flow in order to achieve zero net vertical mass flux on any horizontal plane. The return flow takes the form of an axisymmetric ring of Coward flow outside of the main plume. The divergence-free constraint also requires that we force the flow in the horizontal directions. The forcing functions are

forcing equations

where A is the maximum forcing amplitude and τ is the forcing period. The plume is centered at zc=10 km, has depth (standard deviation measure) of zw=2.5 km and a horizontal width (standard deviation) of h=4 km. The thunderstorm duration is τ=10 minutes and the maximum forcing amplitude is A=0.33 m/s2. These values are similar to Vadas and Fritts (2009) who use zc=7 km, zw=2.2 km, h=4.44 km, and τ=12 minutes. The choice A=0.33 yields a maximum updraft velocity of 15 m/s, which is considerably smaller than the 40 m/s considered by Vadas and Fritts (2009).

The gravity waves propagate into atmosphere with realistic thermodynamic profiles representative of solar mean conditions (after Vadas and Fritts 2006). The waves also encounter wind shears due to tides as computed by Han Li using the WACCM model. Four phases of the tidal winds over one diurnal cycle are considered for a region over Brazil having coordinates of 20 S 60 W on Jan 01 2015. The wind profiles are shown in the following four graphs.

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tide2

tide3

tide4

The simulation code advances the full compressible equations cast in strong conservation law form and discritized using a second order finite volume scheme. Special care is taken with the interpolations used to compute the advective fluxes at the cell faces so that the scheme conserves kinetic and thermal energy independently. A consequence of this feature is that the scheme has no artificial dissipation.

Case 1 - Tides at 01:00 using mesh version 1.0

The computations are performed on a domain having dimensions 1200 x 1200 x 200 km in the zonal, meridional, and vertical directions. The grid contains 600 x 600 x 288 mesh points and clustering is used to produce a locally refined region to contain wave breaking with 400 m spacing in all three coordinate directions. Two orthogonal cross sections of the grid along with the vertical velocity field are shown in the following figures.

xz grid

xy grid

This grid arrangement allows for adequate resolution in the breaking zone with a modest number of points. Simulations with a uniform grid spacing would be prohibitively expensive.

The lower boundary is treated as a slip wall whereas radiation conditions in concert with a sponge is used at all other boundaries. The sponge/radiation condition produces solutions where little or no wave energy reflects (or enters) at the boundaries.

Click on the image below to see an animation of the flow in the zonal-vertical plane.

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By a time of 1800 sec the leading edge of the wave packet has propagated rather symmetrically to the upper position of the domain, while the bulk of the wave energy is confined to lower altitudes on the upwind side of the thunderstorm. The energy-containing region is limited to an altitude of about 90 km, the location of the most significant positive tidal wind shear. The pattern remains similar out to about 3000 sec with a focusing of the high altitude waves on the upwind side and a defocusing on the downwind side. The amplitude of the waves trapped below 90 km increases and initial signs of instability are present by t=2500. At a time of 4000 sec the upper altitude waves have largely dispersed on the downwind side and have just passed through maximum amplitude on the upwind side. Almost no wave activity is seen above the energy-containing region of the packet, which is now in the late stages of instability. Wave breaking begins at a time of about 4500 sec and radiation of secondary waves begins immediately afterward. The secondary waves are distributed almost symmetrically in the upwind and downwind directions. Turbulence subsides at about t=7000 sec but secondary radiation continues for the next 1000 sec or so. The pattern is dominated by secondary waves by the end of the simulation at t=9000 sec.

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Case 2 - Tides at 01:00 using mesh version 2.0

The computations are performed on a domain having dimensions 2500 x 2500 x 218 km in the zonal, meridional, and vertical directions. The grid contains 725 x 725 x 384 mesh points and clustering is used to produce a locally refined region to contain wave breaking with 400 m spacing in all three coordinate directions. Two orthogonal cross sections of the grid along with the vertical velocity field are shown in the following figures.

xz grid

xy grid

This grid arrangement allows for adequate resolution in the breaking zone with a modest number of points. Simulations with a uniform grid spacing would be prohibitively expensive.

The lower boundary is treated as a slip wall whereas radiation conditions in concert with a sponge is used at the upper boundary. Periodic conditions are used at the lateral boundaries.

Click on the image below to see an animation of the vertical velocity imaged in the zonal-meridional plane at an altitude of 95 km.

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Click on the image below to see an animation of the vorticity magnitude imaged in a zoomed-in view in the zonal-meridional plane at an altitude of 95 km.

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Click on the image below to see an animation of the vertical velocity imaged in the zonal-meridional plane at an altitude of 175 km.

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In order to assess the modifications to the mean winds and mean thermodynamic state, the wave fields were averaged over a scale of 75 km in both the zonal and meridional directions. Click on any of the next several images to see an animation of the averaged flowfields.

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