CSIRO Marine and Atmospheric Research
 
 

A PDF Model for Coastal Fumigation








z/zio









GLC

 

NON-DIMENSIONAL CENTRELINE CONCENTRATION DISTRIBUTION


Coastal (including sea-breeze) fumigation is a turbulent dispersion process: a plume, released from a tall stack within the stable (or neutral) onshore breeze, is entrained into the growing thermal internal boundary layer (TIBL) that forms over land. The plume is subsequently mixed to the ground by the convective turbulence within the TIBL (see illustration).

This coastal fumigation generally persists for several hours, and may lead to high ground level concentrations of pollutants. Mathematical modelling of fumigation is of considerable practical importance since many potentially polluting installations are located on the coast.

Several fumigation models are currently in use for regulatory applications (e.g. Misra, 1980). However, most models assume that a plume mixes instantaneously and/or uniformlyin the vertical immediately after it has encountered the TIBL. This assumption has been shown to yield inaccurate predictions of the GLC when the entrainment rate is large and/or the vertical plume spread small at the plume-TIBL interface (Luhar and Sawford, 1996). Also, no allowance is made in the current regulatory models to account for the inhomogeneity and skewness of convective turbulence within the TIBL.

We have developed a new analytical model of fumigation based on a probability density function (PDF) approach (Luhar, 1995; Luhar and Sawford, 1996). It represents the vertical mixing process more realistically than the existing models by accounting for non-instantaneous and non-uniform mixing and including the skewness effects through the use of a bi-Gaussian PDF. The model has been applied to simulate data from the Kwinana Coastal Fumigation Study, and our water tank experiments(Hibberd and Luhar, 1996).

The top plot in the animation shows a sequence of fumigation patterns (represented by the centreline concentration) determined by the PDF model for 12 values of non-dimensional entrainment rate (we /w *) distributed between 0.01 (slow) and 0.3 (fast). Here we is the TIBL growth rate at the point where the plume centreline intersects the top of the TIBL and w* is the convective velocity scale in the turbulent TIBL. The colour of the plume is proportional to the concentration, and the green line represents the parabolic growth of the TIBL downwind.

The bottom plot shows the corresponding ground level concentrations. A form of mixed-layer scaling has been used so that the distribution of concentrations becomes a function of only we /w* and the plume spread in the stable layer above the TIBL. In the animation, the plume spread in the stable layer is fixed (Briggs' (1973) rural dispersion parameters for stability F (from Panofsky and Dutton, 1984)), so the concentration distribution is a function of only the entrainment rate.

The downwind distance from the coastline is scaled by U zio/ w*, while height is z scaled by zio. Here U is the mean wind speed, and zio is the effective height of the plume. Ground level concentration is scaled by q /(U z2io), where q is the point-source mass emission rate.

The animation shows that when the entrainment rate is smaller, the area of interaction between the plume and the TIBL is larger: the plume is more diluted prior to its entrainment into the TIBL and the GLC curve is flatter, with a smaller peak value occurring further downwind. When the entrainment rate is larger, the more concentrated plume entrains into the TIBL over shorter downwind distances and the GLC distribution is more peaked.

An example: calculate GLCs during coastal fumigation

(Use [Tab] key or Mouse to move to entry boxes)
(See the Mixing Height Model on this Site to estimate surface heat flux and vertical temperature gradient.)

Take as conditions a surface heat flux Ho = W/m2, the vertical gradient of potential temperature in the air over the water g = K/m, an onshore mean wind speed U = m/s, effective height of the plume zio = m and ambient air temperature T = 295 K. The pollutant flux at emission is q = kg/s.

Then to calculate we/w* , note first that at about the distance that fumigation occurs the TIBL height h = zio so w* = (g Ho h / (T r cp)) 1/3 = m/s. Here g = 9.8 m/s2 and r c p = 1200 J/(m3 K).

To calculate we, note that the TIBL height in the PDF model calculations has been specified as h=Aox1/2, where x is the downwind distance from the coastline. Various forms of Ao have been suggested in the past. We use Ao = [2.7Ho/ (r cp g U)]1/2. Now we = U |dh/dx|h=zio = 0.5 U Ao2/ zio. Hence we have Ao = m1/2 and we = m/s.
This gives we /w* = .

Pressing this button will show the relevant . Enter from this graph a non-dimensional GLC: , and the corresponding non-dimensional distance from the coastline: . The corresponding dimensional value of GLC is µg/m3, occurring at km downwind from the coastline.

References

Hibberd, M. F. and Luhar, A. K., 1996. A laboratory study and improved PDF model of fumigation into a growing convective boundary layer. Atmospheric Environment 30, 3633--3649.

Luhar, A. K., 1995. Studies of fumigation processes in atmospheric thermal internal boundary layers. Preprints, 12th Australasian Fluid Mechanics conference, Sydney, Australia, pp. 609--612.

Luhar, A. K. and Sawford, B. L., 1996. An examination of existing shoreline fumigation models and formulation of an improved model. Atmospheric Environment 30, 609--620.

Misra, P. K., 1980. Dispersion from tall stacks into a shoreline environment. Atmospheric Environment 14, 397--400.

Panofsky, H. A. and Dutton, J. A., 1984. Atmospheric Turbulence. John Wiley, New York.

The code for the animator can be viewed here.

For more information, e-mail: ashok.luhar@csiro.au

 

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Modified: May 22, 2008

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