3.1. Solve (29a), Also Known as (44)
For the upper fluid with
, one may write (
29a) in the following form:
where
and
Both of the differential operators on the left side of (
44) are real-valued, while
and
are typically complex-valued functions. The integral operator,
, is purely imaginary, so it maps a real-valued function into a purely imaginary function, and vice-versa. The real and imaginary parts of
interact with each other only through the integral term in (
44), given explicitly in (
45c).
Step 1 in solving (
44) is to create and then solve a truncated version of (
44), which contains only the first two terms of (
43):
where
denotes a (complex-valued) solution of (
46), but it need not solve (
44).
is the simplest non-trivial approximation of
. Subsequent analysis provides a sequence of increasingly accurate approximations of
, ending with an explicit formula for
.
is complex-valued, so we can write
in terms of its real and imaginary parts:
where
and
are each real-valued functions of real-valued parameters
. This is
Step 2.
Comment 13. Step 2 is brought into the analysis after step 1, but it can be deferred until after step 3.
The differential operator in (
46) is purely real, so
and
are the real and imaginary parts of
, each satisfying (
46) on their own:
Note from (
45a) that
is proportional to the Fourier transform (in
x) of the two-dimensional Laplace equation, so (
46) can be viewed as the Fourier transform (in
x) of the heat equation in two spatial dimensions.
Comment 14. The Fourier cosine transform and the Fourier sine transform both play roles in the analysis that follows, and we treat them separately.
One can verify by direct substitution that (
46) admits solutions in the form of a Fourier cosine transform,
where
is an arbitrary, complex-valued function of
, and
are each real-valued. Because
and
, the real and imaginary parts of
, each satisfy (
46), it follows that
and
each have representations in the form of (
49a):
where
and
are both real-valued functions, to be determined. It follows from (
47) that
Evaluating (
49b) at
shows that
is proportional to the Fourier cosine transform (in
z) of the real part of
, which relates back to initial data for the 2-D heat equation on a half-space:
. A similar statement holds for
, in (
49c).
Note: (
47)
also admits solutions of the form
Therefore, the real and imaginary parts of
each have solutions for (
48a), (
48b) of the same form:
As in (
49d),
where
,
,
are all real-valued functions, to be determined.
We can now see that Equation (
29a) determines the time-evolution of
, a Fourier transform (in
x) of the vertical velocity in the upper fluid, where
. The vertical velocity field itself is necessarily real-valued, but its Fourier transform (in
x) is usually complex-valued; it is purely real-valued only in special cases.
Comment 15. From here on, and other functions with similar subscripts (such as ) are used to represent either or , in situations where either variable will serve.
Equations (
48a) and (
48b) accept solutions of either form, so (
48a) and (
48b) provide no
a priori reason to choose one family of solutions over the other. The two families of solutions differ in terms of their boundary data at
:
- –
A function
with a representation of the form in (
49b) can have nonzero values at
, but its first
z-derivative must vanish there;
- –
A function
with a representation of the form in (
50b) must vanish at
, but its first
z-derivative can have nonzero values there.
- –
A function
with nonzero values at
and also with nonzero values for its first derivative at
necessarily has a representation that is a sum of the form in (
49b), plus the form in (
50b).
- –
Similar statements hold for , for .
In addition to the two families of solutions of (
46), found in (
49a,
49b,
49c,
49d) and (
50a,
50b,
50c,
50d), there are also limiting cases of (
46), which also have physical significance. Recall from
Section 2.2 that
is defined to be the common limit of
and
as
, and recall from
Section 2.5 that both
and
are continuous in
z at
, so apparently the functions in (
49a) and (
50a) represent two different parts of
in the upper fluid, and each must match up with the corresponding function in the lower fluid, in order for each of
and
to be continuous in
z at
.
For either (
49a) or (
50a), if
and
are both absolutely integrable in
m on
, then the Riemann-Lebesgue Lemma guarantees that
and
as
, as required by (
16a). Then (
48a) and (
48b) both show that the initial data in the upper fluid simply diffuse away in 2-D, with one important exception. The exceptional case is
In this case,
so the function in (
51a) solves (
46) trivially because each term in (
46) vanishes; there is no diffusion. Please note that
is typically complex-valued.
Comment 16. The result in (
51a) can be interpreted as follows. For every fixed, real-valued
, the energy in any localized fluid motion imposed at
necessarily diffuses away for
, and the solution of (
46) tends to zero as
. (
51a) is the limiting case of a solution of (
46) as
, for any
.
As we show next, in
Step 3, the imposed pressure term in (
44) or equivalently in (
52a) and (
52b) below, provides a generalization of the function in (
51a). The solution of (
52a) and (
52b) tends to the form given in (
51a) as
, with the imposed pressure in (
52a) and (
52b) determining
. Denote the generalized forms of
respectively by
.
Step 3a in solving (
44) proceeds by including the (known) right-hand side of (
44):
or equivalently,
where
denotes a solution to (
52b). Please note that (
52b) is a linear partial differential equation, with constant coefficients on the left side, and a known forcing function, which depends on
, on the right. An equation of this form necessarily has a family of homogeneous solutions, each of which ignores the forcing on the right-hand side, plus a family of particular solutions, each of which depends on the right-hand side.
Comment 17. Solving (
46) and then (
52b) is another application of the method of Variation of Parameters, which was used in
Section 2.3 to solve (
18a,
18b) and then (
19a,
19b).
Homogeneous solutions of (
52b) are given in (
49a) and (
50a); particular solutions of (
52b) can be found by the method of Variation of Parameters, as follows. In (
49a) or (
50a), the free “parameters” to be varied are embedded in
or
, respectively. In these cases, Variation of Parameters works because additional time dependence is admitted into the problem, so
and
. Therefore, the two families of homogeneous solutions of (
52b) acquire slightly different forms:
and
where
and
represent members of two families of solutions of (
52b), with
and
being arbitrary complex-valued functions, to be determined. After substituting either version of (
53a) or (
53b) into (
52b) and then simplifying, one obtains a reduced equation in one of two forms:
or
Either version of (
54a), (
54b) simplifies if one writes
in terms of the appropriate Fourier transform:
Substituting these back into (
54a), (
54b) yields
Each equation in (
56a) and (
56b) can be integrated in
t:
Please note that each equation in (
57a) and (
57b) also contains a term that represents the starting values at
:
. This information is already encoded in (
49a) and (
50a); it must be added to the respective terms in (
57a) and (
57b). Substitute all of this into (
49a) and (
50a) to obtain
and
One can verify that the functions in (
58a) and (
58b) each solve (
52b), by substituting each into (
52b). In addition, one can verify that the first integral in either function also satisfies (
46), by substituting that integral into (
46). At this point in the analysis, we have found formulae for two complex-valued functions,
and
, each of which solves (
52b), in part because a third complex-valued function,
, is embedded in each. Keep in mind that
and
have different boundary data at
, so both functions are required to represent
, the complete solution of (
52b). The significance of (
58a) and (
58b) is that two physical processes are working simultaneously. The first integral in either equation represents diffusion of initial data, while the second integral in either equation represents external forcing due to pressure applied at the fixed interface (at
).
Step 3b involves one more generalization, of
in order to find exact solutions of (
44), instead of only (
52b). For this final generalization, we need to separate the real and imaginary parts of
, so at this point we split each of (
58a) and (
58b) into their real and imaginary parts. Some of this splitting is already done, in (
47), (
49d) and (
50d). Separately, the complex-valued pressure in the upper fluid,
, was first defined in
Section 2.3. Here in
Section 3.1, only the boundary data,
, are needed.
can be split into its real and imaginary parts: define
and
to be real-valued functions such that
Similarly, in (
58a), set
where
and
are real-valued functions of real-valued parameters
, defined by the initial data of the problem. In addition, in (
58b), set
The method of Variation of Parameters requires generalizations of (
59b) and (
59c), in order to provide more flexibility in the representation of
. The desired generalization is
where
and
are real-valued functions, defined so that the generalization of
leads to the exact solutions of (
44). Define
so that
Using (
59a), the real part of
is
while its imaginary part is
Meanwhile, the real part of the generalization of (
58b) is
while the imaginary part of (
58b) is
Step 4 brings the complex operator
, defined in (
45c), back into the problem. This operator distinguishes between the real and imaginary parts of
so now it becomes essential to represent
, a solution of (
44), in terms of its real and imaginary parts. This was done in (
47) for
, which is the simplest nontrivial approximation of
. We assume that a similar formula applies to
:
where
and
are real-valued functions, chosen so that
in (
61) is an exact solution of (
44), according to the definitions given in (
45a,
45b,
45c). [
Note: All of the versions of (
60a)–(
60e) are consistent with (
61).] With those definitions, (
45a) guarantees that
The complex-valued function
, which first appears in (
45b), is split into real and imaginary parts in (
59a). Define the real-valued functions,
and
, so that (
59a) holds. Then
in (
45b) can be written as
Finally, inserting (
61) into (
45c) splits the integral term in (
44) into its real and imaginary parts. The imaginary part of
appears when the operator acts on
, the real part of
, and it generates a purely imaginary result:
Meanwhile, the real part of
appears when the operator acts on
, the imaginary part of
, and in generates a purely real result:
An explicit demonstration of the procedure in the upper fluid follows.
Recall from the discussion below (
50d) that the vertical velocity in the upper fluid might have a Fourier cosine representation, or a Fourier sine representation, or a linear combination of the two. The boundary conditions at
determine which representation is appropriate. For definiteness, we now assume that the boundary conditions require a Fourier cosine representation, but the analysis for either of the other options is quite similar.
Start with the formula in (
60b), for the real part of the velocity field. Differentiate both sides of (
60b) twice with respect to
z, and observe that
changes both integral terms by adding a multiplicative term of
to the integrand of each integral. Then differentiate ((
60b) with respect to time,
, and observe that the
t-derivative provides the same factor,
, within each integral. It follows that the difference between the two differentiations of (
60b) is:
Please note that the left-hand side of (
65a) is the differential operator that appears in (
44), (
46) and (
52a).
Separately, note that the second integral on the right-hand side of (
65a) can be written as
Finally, comparing the integral in (
65b) with the integral in (
55a) and (
55b) indicates that the integral in (
65b) is simply
, written in terms of its inverse Fourier cosine transform. Assuming that the assertion below (
65b) is correct, then (
65a) can be written as
Separately, Equation (
44) can be split into its real and imaginary parts. The real part of (
44) is
This formula is correct for any of the three possible representations of the vertical velocity in the upper fluid, but if the boundary conditions at
require a Fourier cosine representation, then (
67) becomes
An important point here is that
is the real part of
, so the two functions necessarily have the same representation. Subtracting (
68) from the cosine part of (
66) leads to
This result becomes more informative if we make use of the cosine part of (
64b):
Recall from (
60b) that
, the real part of
, consists of two integrals, one of which is
. It follows from (
69) and (
60b) that the first integral in (
60b) is driven by
, while the second integral in (
60b) is driven by the pressure term,
. Similar statements hold for
in (
60c),
in (
60d), and
in (
60e).
However, this is only part of the story. The imaginary part of
has its own representation, given in (
60c). Following the same logic, but for
, one finds the analogue of (
69):
Using (
64a), one finds that the analogue of (
70) is
3.2. Solve (29b), Also Known as (73)
Comment 18. The steps taken to perform analysis on the lower fluid is nearly identical to those in the upper fluid. Thus, the details in this section are truncated, and refer commonly to setps in
Section 3.1.
Step 1 for the lower fluid, with
, begins by writing (
29b) in the following form:
where
and
In the same way that (
46) was obtained by truncating (
44) in the upper fluid, (
75) can be obtained by truncating (
73) in the lower fluid:
then by splitting
into its real and imaginary parts:
and finally introducing the differential operator,
:
This is Step 2 in the lower fluid.
Next, we verify that (
75) admits an exact solution in the form of a Fourier cosine transform:
It follows that
and
each have representations in the form of (
78a):
Note that (
76) admits solutions in the form of a Fourier sine transform:
Therefore, the real and imaginary parts of
each have solutions of (
77a), (
77b) of the same form:
As in (
78d),
where
,
,
are all real-valued functions, to be determined. Applying the same argument to the case where
, we see that if
and
are both absolutely integrable in
m on
, then
and
as
. (
77a) and (
77b) both show that the initial data in the lower fluid simply diffuse away in 2-D, with one exception:
In this case,
meaning that there is no diffusion. Please note that
is typically complex-valued.
Step 3a in the lower fluid follows the same logic as in the upper fluid. The imposed pressure term in (
73) provides a generalization of the function in (
80a), and the solution of (
81b) tends to the form given in (
80a) as
with the imposed pressure in (
81b) determining
. Denote the generalized forms of
respectively by
.
Begin by including the known right-hand side of (
73):
or equivalently,
where
denotes a solution to (
81a) and (
81b). Please note that an equation with the form of (
81a) and (
81b) has a family of homogeneous solutions, each of which ignores the forcing on the right-hand side, plus a family of particular solutions, each of which depends on the right-hand side.
Homogeneous solutions of (
81b) are given in (
78a) and (
79a); particular solutions of (
81b) can be found by the method of Variation of Parameters, as follows.
and
where
and
represent members of two families of solutions of (
81b), with
and
being arbitrary, complex-valued functions, to be determined. After substituting either version of (
82a),(
82b) into (
81b) and then simplifying, one obtains a reduced equation in one of two forms:
or
Either version of (
83a), (
83b) simplifies if one writes
in terms of the appropriate Fourier transform:
Substituting these back into (
83a), (
83b) yields
As with (
56a) and (
56b), each equation above can be integrated in
t:
Substitute the information about the values at
, encoded in (
86a),(
86b), into (
78a) and (
79a) to obtain
and
Just as with (
58a) and (
58b), one can verify that the functions above solve (
81b), by substituting each into (
81b). In addition, one can verify that the first integral in either function also satisfies (
75), by substituting that integral into (
75).
Step 3b in the lower fluid follows the same steps as in the upper fluid. First, we need to separate the real and imaginary parts of
, so at this point we split each of (
87a) and (
87b) into their real and imaginary parts. Separately, the complex-valued pressure in the lower fluid,
, was first defined in
Section 2.3. Here in
Section 3.2, only the boundary data,
, are needed.
can be split into its real and imaginary parts: define
and
to be real-valued functions such that
Similarly, in (
87b), set
where
and
are real-valued functions of real-valued parameters
, defined by the initial data of the problem.
The method of Variation of Parameters requires a generalization of (
88b), in order to provide more flexibility to the representation of
. The desired generalization is
where
and
are real-valued functions, defined so that the generalization of
leads to exact solutions of (
73).
Comment 19. in (
59a) and
in (
88a) represent the boundary pressures on either side of the fixed interface, but these two pressures need not agree.
Define
so that
Using (
88a), the real part of
is
while its imaginary part is
Meanwhile, the real part of the generalization of (
87b) is
while the imaginary part of (
87b) is
Just as
was re-introduced in the equations for the upper fluid,
, which is defined in (
74c), can be brought back into the problem. This is
Step 4. It now becomes essential to represent
, a solution of (
73), in terms of its real and imaginary parts. This was done in (
76) for
. We assume that a similar formula applies to
:
where
and
are real-valued functions, chosen so that
in (
90) is an exact solution of (
73), according to the definitions given in (
74a)–(
74c). [
Note: All of the versions of (
89a)–(
89e) are consistent with (
90).] With those definitions, (
74a) guarantees that
Define the real-valued functions,
and
, so that (
88a) holds. Then
in (
74b) can be written as
Following the same procedure as in (
64a) and (
64b), we show the results of applying the operator from (
74c):
The two comparable analyses of the equations of motion in the upper (
Section 3.1) and lower (
Section 3.2) fluids simplify the relevant formulae for motion in the upper and lower fluids.
One important difference between the dynamics in the upper fluid (
Section 3.1) vs. that in the lower fluid (
Section 3.2) arises if one were to follow the same set of steps outlined above for the equations describing the lower fluid. The second integral on the right side of the lower fluid analogy of (
70) and the second integral on the right side of the lower fluid analogy of (
72) are both much smaller (numerically) than the corresponding integrals shown for the upper fluid, because the horizontal background flow in the lower fluid is much smaller than that in the upper fluid, as shown in (
Figure 1) on page 4. This important difference occurs because the density of air is smaller than that of water by a factor of about 800 (at room temperature). If the densities of the two fluids are more comparable, then the horizontal velocities of the two fluids are also more comparable, and the corresponding integrals in the upper and lower fluids are also more comparable.
An important part of the structure of these equations is that
has a real and an imaginary part. Equations (
69)–(
72) are the only places in this entire analysis where the real and imaginary parts of
interact with each other. Similarly, the lower fluid analogues of (
69)–(
72) are the only places where the real and imaginary parts of
interact with each other.
Section 3.1 and
Section 3.2 describe respectively the dynamics of the fluid above the interface, in
Section 3.1, and the dynamics of the fluid beneath the interface, in
Section 3.2. In addition to the dynamics in each fluid, the two fluids interact with each other at or near the interface between the two fluids. These interactions are described in
Section 2.5, and in more detail in
Section 4, which follows.