Geoscience Reference
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assuming the ensemble means pass perfectly through the spatial filter ( Problem
6.23 ) :
τ ij
ρ =
(U i +
u j ) r
u i ) r (U j +
u j ) r
u i u j
(u i u j ) r ,
(U i +
u i )(U j +
=
(6.65)
= (C
u j ) r
c) r (U j +
u j ) r
(cu j ) r
c r u j .
+
c)(U j +
+
=
f j
(C
u i +
u i ,c
c r
c s
With the further decomposition u i =
=
+
these become
u i u j s
u i u j +
u i u j r
τ ij
ρ =
u i u j +
,
(6.66)
c r u j s
c r u j +
c s u j r
c s u j +
f j
=−
+
.
Equation (6.66) shows that τ ij and f j depend only on the filtered turbulence
fields, but beyond that the expressions are not easy to interpret. But two aspects
are evident:
1. Because the wavenumbers of the Fourier components of a product involve the sum of
the wavenumbers of the Fourier components of each term in the product, multiplication
of u i by u j , and c r by u j , generates spectral content at wavenumbers of magnitude up
to 2 κ c , with κ c the filter-cutoff wavenumber. Thus the first term of each of (6.66) has
Fourier components of wavenumber magnitudes from κ c to 2 κ c .
2. The second term of each of (6.66) involves filtered products of the r and s fields; each of
these can be nonzero. Interactions of this type are sketched in the second and third panels
of Figure 6.3 . The subfilter-scale variables in the last term in this group can involve large,
computationally unresolvable wavenumbers.
An alternative form of the filtered equation set (6.64) is
u j r
u j r
τ ij,j
ρ
τ ij
1
ρ ˜
u i,t +
u i ˜
p ,i ,
u i ˜
u j ) r ,
˜
˜
,j
=−
ρ =
˜
(
u i ˜
˜
(6.67)
u j r
u j r
c ,t +
c r
f j,j =
f j
u j ) r
c r
˜
˜
˜
,j +
0 ,
=
(
c
˜
˜
˜
˜
.
In this case the expressions for the Reynolds fluxes have only the resolved-scale
term in Eq. (6.66) :
u i u j +
u i u j r
τ ij
ρ
u i u j +
=−
,
(6.68)
c r u j +
c s u j r
f j
c s u j +
=
.
Both τ ij ij and f j ,f j are called subfilter-scale fluxes because they involve
subfilter-scale fields. From their definition (6.68) τ ij and f j are resolved quantities,
however. This illustrates the difficulty of naming such variables.
 
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