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Coherence Function in a Random and Non-uniform Atmosphere

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Dive into the study of coherence function in random and non-uniform atmospheres. This article examines the approximate extraction of eigenwaves from the discrete spectrum, particularly in the context of evaporation ducts.

Learn about the essential equations that define the coherence function and their significance in atmospheric research and applications. Perfect for researchers and enthusiasts in the field of atmospheric science.

Approximate Extraction of the Eigenwave of the Discrete Spectrum in the Presence of an Evaporation Duct

Consider Green Function for a Parabolic Equation in a Stratified Mediumthis equation in the case when the evaporation duct is present in the height interval (0, Hs). Let us seek a solution to the attenuation function W in the expansion over the system of eigenfunctions of the continuous spectrum defined in Understanding Parabolic Approximation in Wave Propagation: Analytical Methods and Applications“Parabolic Approximation to a Wave Equation in a Stratified Troposphere Filled with Turbulent Fluctuations of the Refractive Index”.

Wr=dE·Ax, γ, E ΨEz,             Eq. 1
Ax, γ, E=0dz·Wx, γ, z ΨE*z.             Eq. 2
The function ΨE(z) obeys Wave Field Fluctuations in Random Media over a Boundary InterfaceEquation, boundary conditions (Understanding Parabolic Approximation in Wave Propagation: Analytical Methods and Applicationsthis equation) and conditions (Understanding Parabolic Approximation in Wave Propagation: Analytical Methods and Applicationsequation), (Understanding Parabolic Approximation in Wave Propagation: Analytical Methods and Applicationsequation) for orthogonality and completeness respectively. It also has singularities of pole type in an upper half-space of E, asymptotically approaching ray arg E = π/3 with |E| → ∞ when εm(z) → 2 z/a with z → ∞. Because of the presence of M-inversion in a near-surface layer, an evaporation duct, some finite number of poles En, (n = 1, 2,…N) lie close to the real axis of E. The value of Re En, denoted further as
E~n,
, belongs to the interval:
k2εmHs1<E~n<k2εm01.

Such poles correspond to waves trapped in the waveguide channel created by the evaporation duct. Without loss of generality we consider here the situation when N = 1, i. e. a single mode waveguide (evaporation duct). It is the most common case for the evaporation duct propagation of radio waves in a range of about 10 GHz.

Let us split the interval of the integration in Spectrum of Normal Waves in an Evaporation DuctEquation into two domains and set W = W1 + W2 where:

W1r=EmdE·Ax, γ, E ΨEz,W2r=EmdE·Ax, γ, E ΨEz,               Eq. 3

and Em = k2m(Hs)-1). Using Eq. (2) we can evaluate the contribution of the term W1. In the shadow region:

x>2az+z0,

where z, z0 are the heights of the transmitting and receiving antennas respectively, the major contribution to the integral (Spectrum of Normal Waves in an Evaporation Ductequation) comes from the E-interval k2m(Hs)-1) < E < k2m(0)-1) and the height interval z < Hs:

W1=EmdE·0dzWx, γ, z ΨE*z ΨEzEmE0dE·0HsdzWx, γ, z ΨE*z ΨEz.                 Eq. 4

Within the interval Em < E < E0 we can distinguish a function , which depends little on E:

ΨEzCEϕE0z                Eq. 5

and normalised by the following equation:

0ZsϕE0zϕE0*zdz=1.                Eq. 6
The meaning of Eqs. (5) and (6) is that we approximated the function ΨE(z) of the continuous spectrum by the eigenfunction of discrete spectrum
ϕE0z
localised inside the evaporation duct in such a way that the residue of Eq. (1) in the pole
E=E~n
would approximately provide the contribution of the trapped wave.

Using Eq. (5) the term W1 is given by:

W1=EmE0dE·CE2ϕE0z0HsdzWx, γ, z ϕE0*z.               Eq. 7

Now assuming that εm = 2 z/a for z > Hs we obtain:

ΨEz=12πμw2Eμ2μzHsSEw1Eμ2μzHs             Eq. 8
where μ = k/m. The coefficient S(E) is determined by combining the solution (8) for a large height with the boundary conditions at the surface z = 0. In the vicinity of the pole
En=E~n+jδn
the coefficient S(E) has the form:
SEBEEE~n+jδnEE~njδn               Eq. 9

where B(E) is a slowly varying function of E. Returning to Eq. (7) and using Eqs. (9), (6) and (8) we obtain an explicit expression for |C(E)|2:

CE2=2jdS*dES+S*ΨEZs2EΨE2Zs.               Eq. 10

Retaining the resonant term:

2jdS*dE

in Spectrum of Normal Waves in an Evaporation Ductequation as δn → 0, we obtain:

CE2=δnEE~n2+δn2.            Eq. 11
Since the function (11) has a sharp maximum at
E=E~n
and:
EmCE2 deCE2 dE=π,             Eq. 12

function (11) can be approximated by a delta function:

CE2δEEn.             Eq. 13
Then, substituting Eq. (13) into Eq. (7) we obtain for
Wr:
Wx, γ, zϕE10z0Wx, γ, zϕE10*zdz+EmAx, γ, E ΨEz.            Eq. 14
As observed from Eq. (14), the contribution of the region of E > Em into integral (1) is represented by expansion over the eigenfunctions of the discrete spectrum
ϕEn0ϕEn0
coincides, up to exponentially small terms, with the real eigenfunction ϕ1(z) of the discrete spectrum in the height region
zμ2/δ12.
Therefore, for consistency of the approximation made, we have to exclude scattering in the troposphere’s layer at the height
zμ2/δ12.
For a single scattering it results in the limitation the distance:
x2k/δ1.               Eq. 14

For frequencies of about 10 GHz and evaporation duct heights Hs of the order of 10–15 m, the value of δ1 usually does not exceed 10-3(k/m)2, in which case the inequality (Spectrum of Normal Waves in an Evaporation Ductequation) is satisfied at the distances x ≪ 104 km.

Equations for the Coherence Function

Lets consider the equations for the coherence function:

Γx, ρ1, ρ2=Γwx, ρ1, ρ2a2               Eq. 15

and:

Γwx, ρ1, ρ2=Wx, ρ1·W*x, ρ2,
where
ρ1=γ1, z1, ρ2=γ2, z2
are the coordinates of the observation points at the distance x from the source. The closed equation, similar Feynman Path Integrals in the Problems of Wave Propagation in Random Mediato Equation, for the coherence function can be obtained for
Γwx, ρ1, ρ2:
Γwxj2k12 Γwπk24Hρ1ρ2 Γw=0                Eq. 16

where:

i=2γi2+2zi2+k2εmzi1,   i=1,2,                Eq. 17
and
Hρ
is a structure function of the fluctuations in δε. The conditions of applic- ability of Eq. (16) are similar to those listed in Understanding Parabolic Approximation in Wave Propagation: Analytical Methods and Applications“Green Function for a Parabolic Equation in a Stratified Medium” and are given by a set of inequalities:
a) kHs21,   b) kL21,c) kHs2Lx1,     d) kL2x1.              Eq. 18
The inequality (18(c)) means de-correlation of the consecutive acts of scattering of the wave: the interval of the longitudinal correlation Lx should be less than the length of the cycle Λ in the waveguide, Λ~Hsc, and ϑc~1/(kHs) is a characteristic sliding angle of the trapped wave. The condition (18(d)) means that the Fresnel-zone size
λLx
is less than the vertical scale of the inhomogeneities L⟂, i. e. between consecutive acts of scattering, the distance between which is of the order of Lx, the wave propagates as in a uniform medium, and we do not take into account diffraction at the inhomogeneities of δε.
As follows from Eq. (14), the coherence function
Γwx, ρ1, ρ2
can be presented as the superposition of the discrete and continuum eigenfunctions:
Γwx, ρ1, ρ2=gdx, γ1, γ2ϕdz1ϕdz2+2ReEmdE·gcdE, x, γ1, γ2 ΨEz1ϕ2z2+EmdE1·EmdE2·gcE1, E2, x, γ1, γ2 ΨE1z1 ΨE2*z2.            Eq. 19

In Eq. (19) the term gd determines the part of the coherence function carried by trapped modes, gc is contributed by the waves of the continuum spectrum, and gcd is a term responsible for the combined mechanism of transfer of the coherence function.

Substituting Eq. (19) into Eq. (16), introducing the variables: Y = (γ12)/2 and y = y1–y2 and the Fourier transform of gd over variable Y:

gdx, γ1, γ2=dp·g~dx, p, γejpY.            Eq. 20

For the other terms, gc and gcd, the Fourier transforms are introduced in similar way. Let us also introduce the notations:

γ0=πk22d2κΦε0, κ,     η=γ+pxk,     Dκz, η=Φε0, κejκηγ,

we obtain the system of coupled equations, which describes the energy exchange between the trapped waves and the waves of the continuous spectrum due to a scattering on the fluctuations of δε:

g~dx, p, ηx+γ0g~dx, p, η=d2κDκ, η·g~dx, p, ηV11κz2+EmdE1g~cdx, E1, p, η V11κz·V1+E1, κz*+EmdE2g~cdx, E2, p, η V11*κz·V1 E1, κz+EmdE1EmdE2g~cx, E1, E2, p, η V1+ E1, κz V1 E2, κz                  Eq. 21
g~cdx, E, p, ηx+γ0j2kE1E g~cdx, E, p, η=d2κDκ, η·g~dx, p, η V11 κz V1 E, κz+EmdE1g~cdx, E1, p, η·V11κz V* E1, E, κz+EmdE2g~cdx, E2, p, η·V1 E, κz V1+ E1, κz+EmdE1EmdE2g~cx, E1, E2, p, η V1+ E1, κz V E2, E, κz,             Eq. 22
g~cx, E, E, p, ηx+γ0j2kEE g~cx, E, E, p, η=d2κDκ, η·g~dx, p, ηV1E, κz* V1 E, κz+EmdE1g~cdx, E1, p, η·V1E, κz* V* E1, E, κz+EmdE2g~cdx, E2, p, η·VE2, E, κz V1 E, κz+EmdE1EmdE2g~cx, E1, E2, p, η V E1, E, κz V* E2, E, κz                      Eq. 23

The functions:

V11κz=0dzejkzzϕdzϕd*z,                     Eq. 24
V1±E, κz=0dze±jκzzϕdzΨEz,                     Eq. 25
VE1, E2, κz=0dzejκzzΨE1zΨE2*z                     Eq. 26
are the coefficients of scattering on inhomeogeneties δε with vertical scales lz=2π/κz for waveguide modes (24), waveguide modes into the waves of the continuous spectrum (1), and continuum into continuum (26). The relative value of the contribution of each of the terms
g~d, g~cd,
and
g~c
to the total field at the observation point depends on the form of the initial distribution,
Γx=0, ρ1, ρ2,
and the position of the receiver relative to the evaporation duct.

It is reasonable to assume, when the points of observations are located inside the evaporation duct, z1, z2 < Hs, that the major contribution to the coherence function comes from the trapped waves. Therefore, in a first order approximation, we can neglect the contribution from gc and gcd to gd and the total coherence function Γw, considering the multiple scattering of the trapped waves only. In this case we obtain:

g~dx+γsd2κ·Dκ, ηV11κz2 g~d=0.               Eq. 27

Substituting the solution to Eq. (27) into Eq. (19), we can use the orthogonality feature between the waves of the discrete and continuous spectra. Performing the Fourier transform, inverse to Eq. (20), we obtain:

Γwx, γ, Y, z1, z2=k2πxϕdz1ϕdz2dγdYΓwx=0, γ, Y·expjkxγγYYPx, γ, γ.               Eq. 28

The parameter P(x, γ, γ):

Px, γ, γ=πk22d2κΦε0, κ·xV11κz2 0xdx exp jκγγxx+γ1xx,                 Eq. 29

after integration over determines the attenuation exponent of the coherence function with distance x. The first term in Eq. (29) describes the attenuation of the average field due to energy transfer to the incoherent component. The second term determines the incoherent contribution of the energy scattered back to the waveguide mode in the direction of propagation.

Let us consider the intensity of the field at the point
r=x, 0, z
produced by a point source located at
r0=0, 0, z0.
The initial distribution of the field in Eq. (4) takes the form:
Γwx=0, γ, Y=a24k2ϕd2z0δγδY.               Eq. 30

Now, we can assume that εm(z) is described by a bilinear function with gradient v = dεm/dz, for z < Hs. While computation of Eq. (22) can be performed with any regular function εm(z), the bilinear approximation provides an analytical solution useful for qualitative analysis of the scattering mechanism. Introducing the parameters:

μ1=av/2,   Hs=kZs/m,   h=kζ/m,   h0=kz0/m,   and   τ1=μ12 2,338+μ13 Hs

we obtain a solution for the intensity of the field, normalised on the intensity in a free space:

J=x2a2Wx, r2=x2a2Γwx, 0, z=kx8πm2τ1v2τμ12μ1Hsh0·v2τμ12μ1Hsh exp γdx.              Eq. 31

Here, the function ϕd is expressed via the Airy function ν(x) of the real argument since the pole E1 is regarded as a real one, Im{E1} = 0. The attenuation exponent in Eq. (31) is given by:

γd=πk22d2κΦε0, κ1V11κz              Eq. 32

where:

κ=κγ, κz.

Consider the calculation of γd with the spectrum given by Atmospheric Boundary Layer and Basics of the Propagation Mechanismsequation for locally uniform anisotropic fluctuations δε and introduce the non-dimensional variable t = z/Z0, where Z0 = m0/k, the characteristic scale of the variations in the function ϕd(z), m0 = (k/|v|)1/3. Performing the integration over ky and introducing the variable q = κz Z0, we obtain:

γd=0,17k2Cε2Z0α5/3A              Eq. 33

where A is a constant of the order of unity, the exact value of which is defined by a true behavior of the height function ud ϕd(z):

A=0dq·q8/3 10dt·ejqt ϕd2t2.              Eq. 34

In the case of the bilinear model of εm(z), Eq. (34) takes the form:

A=0dq·q8/3 11τ120dt·ejqt ν2tτ12,              Eq. 35

and calculation of Eq. (33) results in the value A = 1,51. Hence, for γd we obtain finally:

γd=0,264k8/9 Cε2α5/3 v5/9.              Eq. 36

Equation (36) is valid for locally uniform turbulent fluctuation δε, even when the external scales of the turbulence are infinite:

Lz, L, σε2.
As discussed in Atmospheric Boundary Layer and Basics of the Propagation Mechanisms“Atmospheric Boundary Layer and Key Propagation Mechanisms”, real measurements of the fluctuations de are always limited in time, and for the purpose of comparison with experiment another model of spectrum (Atmospheric Boundary Layer and Basics of the Propagation Mechanismsequation), with finite values of
σε2
and external scales, can be used instead of Eq. (Atmospheric Boundary Layer and Basics of the Propagation Mechanismsequation). The match between models is achieved when
σε2=1,9Cε2L2/3.

The calculation of Eq. (32) can be simplified when Lz ≪ Zs. In this case, the second term can be neglected and the attenuation factor is entirely determined by the attenuation of the coherent component of the wave field:

γdγs=πκ22d2κΦε0, κ=0,374σε2k2L.               Eq. 37

The apparent reason for this is that the scattering on the small-scale fluctuations, with the scattering angle greater than the critical angle of the waveguide ϑc~1/(kHs), leads only to a flow of energy from the waveguide.

Until now we have assumed that the fluctuations in δε were statistically uniform over the height over the surface, i. e., parameters Cε, α as well as Lz do not depend on the height z. However, from the theory of atmospheric turbulence, it follows that the external vertical scale of the fluctuations can be regarded as a linear function of height: Lz = βz, where β is a coefficient with numerical value less than unity. To some extent, a quasi-uniform behavior of the fluctuations δε can be accounted for by using the values of Cε and a at the height zm, where the scattering is more intense, i. e. at the point of the maximum of the first normal wave ϕd. In the case of the bilinear approximation, zm = 1,32 m0/k. Thus:

α=βzmLx=1,32βk2/3ν1/3 Lx               Eq. 38

and, instead of Eq. (36), we obtain:

γd=0,166k2 Cε2Lx5/3 β5/3.               Eq. 39

In fact, the attenuation factors, defined by both Eqs. (39) and (37), will be equal since the vertical scale of the fluctuations δε will be less than the thickness of the evaporation duct, Lz ≪ Zs. From comparison with Eqs. (39) and (37), the value of β can be estimated as β = 0,4 which agrees well with the measurement, and, therefore, Eq. (16) can be used to estimate the attenuation of the radio wave in an evaporation duct. Figure 1 shows some results of a comparison of the field strength J in the evaporation duct relative to one in a free space at the frequency 10 GHz.

Strength of the signal
Fig. 1 Signal strength in an evaporation duct at 10 GHz: ■ Measured signal; ● Calculated, δε ≠ 0; ‒ Calculated, δε = 0

The parameter P(x, γ, γ):

Px, γ, γ=πk22d2κΦε0, κ·xV11κz2 0xdx exp jκγγxx+γ1xx,                 Eq. 40

after integration over determines the attenuation exponent of the coherence function with distance x. The first term in Eq. (40) describes the attenuation of the average field due to energy transfer to the incoherent component. The second term determines the incoherent contribution of the energy scattered back to the waveguide mode in the direction of propagation.

Let us consider the intensity of the field at the point
r=x, 0, z
produced by a point source located at
r0=0, 0, z0.
The initial distribution of the field in Eq. (4) takes the form:
Γwx=0, γ, Y=a24k2ϕd2z0δγδY.               Eq. 41

Now, we can assume that εm(z) is described by a bilinear function with gradient v = dεm/dz, for z < Hs. While computation of Eq. (22) can be performed with any regular function εm(z), the bilinear approximation provides an analytical solution useful for qualitative analysis of the scattering mechanism. Introducing the parameters:

μ1=av/2,   Hs=kZs/m,   h=kζ/m,   h0=kz0/m,   and   τ1=μ12 2,338+μ13 Hs

we obtain a solution for the intensity of the field, normalised on the intensity in a free space:

J=x2a2Wx, r2=x2a2Γwx, 0, z=kx8πm2τ1v2τμ12μ1Hsh0·v2τμ12μ1Hsh exp γdx.              Eq. 42

Here, the function ϕd is expressed via the Airy function ν(x) of the real argument since the pole E1 is regarded as a real one, Im{E1} = 0. The attenuation exponent in Eq. (42) is given by:

γd=πk22d2κΦε0, κ1V11κz              Eq. 43

where:

κ=κγ, κz.

Consider the calculation of γd with the spectrum given by Atmospheric Boundary Layer and Basics of the Propagation Mechanismsequation for locally uniform anisotropic fluctuations δε and introduce the non-dimensional variable t = z/Z0, where Z0 = m0/k, the characteristic scale of the variations in the function ϕd(z), m0 = (k/|v|)1/3. Performing the integration over ky and introducing the variable q = κz Z0, we obtain:

γd=0,17k2Cε2Z0α5/3A              Eq. 44

where A is a constant of the order of unity, the exact value of which is defined by a true behavior of the height function ud ϕd(z):

A=0dq·q8/3 10dt·ejqt ϕd2t2.              Eq. 45

In the case of the bilinear model of εm(z), Eq. (45) takes the form:

A=0dq·q8/3 11τ120dt·ejqt ν2tτ12,              Eq. 46

and calculation of Eq. (44) results in the value A = 1,51. Hence, for γd we obtain finally:

γd=0,264k8/9 Cε2α5/3 v5/9.              Eq. 47

Equation (47) is valid for locally uniform turbulent fluctuation δε, even when the external scales of the turbulence are infinite:

Lz, L, σε2.
As discussed in Atmospheric Boundary Layer and Basics of the Propagation Mechanisms“Atmospheric Boundary Layer and Key Propagation Mechanisms”, real measurements of the fluctuations de are always limited in time, and for the purpose of comparison with experiment another model of spectrum (Atmospheric Boundary Layer and Basics of the Propagation Mechanismsequation), with finite values of
σε2
and external scales, can be used instead of Atmospheric Boundary Layer and Basics of the Propagation Mechanismsequation. The match between models is achieved when
σε2=1,9Cε2L2/3.

The calculation of Eq. (43) can be simplified when Lz ≪ Zs. In this case, the second term can be neglected and the attenuation factor is entirely determined by the attenuation of the coherent component of the wave field:

γdγs=πκ22d2κΦε0, κ=0,374σε2k2L.               Eq. 48

The apparent reason for this is that the scattering on the small-scale fluctuations, with the scattering angle greater than the critical angle of the waveguide ϑc~1/(kHs), leads only to a flow of energy from the waveguide.

Until now we have assumed that the fluctuations in δε were statistically uniform over the height over the surface, i. e., parameters Cε, α as well as Lz do not depend on the height z. However, from the theory of atmospheric turbulence, it follows that the external vertical scale of the fluctuations can be regarded as a linear function of height: Lz = βz, where β is a coefficient with numerical value less than unity. To some extent, a quasi-uniform behavior of the fluctuations δε can be accounted for by using the values of Cε and a at the height zm, where the scattering is more intense, i. e. at the point of the maximum of the first normal wave ϕd. In the case of the bilinear approximation, zm = 1,32 m0/k. Thus:

α=βzmLx=1,32βk2/3ν1/3 Lx               Eq. 49

and, instead of Eq. (47), we obtain:

γd=0,166k2 Cε2Lx5/3 β5/3.               Eq. 50

In fact, the attenuation factors, defined by both Eqs. (50) and (48), will be equal since the vertical scale of the fluctuations δε will be less than the thickness of the evaporation duct, Lz ≪ Zs. From comparison with Eqs. (50) and (48), the value of β can be estimated as β = 0,4 which agrees well with the measurement, and, therefore, Eq. (16) can be used to estimate the attenuation of the radio wave in an evaporation duct. Figure 1 shows some results of a comparison of the field strength J in the evaporation duct relative to one in a free space at the frequency 10 GHz.

Strength of the signal
Fig. 1 Signal strength in an evaporation duct at 10 GHz: ■ Measured signal; ● Calculated, δε ≠ 0; ‒ Calculated, δε = 0

As observed from Figure 1, the calculation of the field strength in an evaporation duct using only the mean M-profile, when δε = 0, provides unrealistically high levels of the signal beyond the horizon. The curve marked by the squares is calculated with Eq. (7) using Eq. (13). The measurements of the fluctuation δε performed at the time of the radio measurements provided the following values:

  • CN = 0,09 N-units cm-1/3, L = 48 m at a distance less than 100 km;
  • CN = 0,11 N-units cm-1/3, L = 52 m at a distance in the range between 100 and 200 km.

Here CN = 1/2 106.

Figure 2 shows results of a comparison between the measured γm and the calculated (according to the theory provided in this section) attenuation factors γd at the frequency 10 GHz in the presence of an evaporation duct over the ocean.

Attenuation factor
Fig. 2 Measured attenuation factor vs. that calculated according to Eq. (48)

The data were collected from 16 tests when radio measurements were performed synchronously with refractometer measurements of the fluctuations in the near-surface layer of the troposphere. The correlation coefficient between the measured and calculated values of the attenuation factor is 0,8, which suggests that the wave scattering at the fluctuations of δε provides a significant contribution to the mechanism of the radio wave propagation in an evaporation duct.

Author
Author photo - Olga Nesvetailova
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Literature
  1. Jensen, N.O., Lenshow, D.H. An observational investigation on penetrative convection. J.Atmos.Sci., 1978, 35(10), 1924–1933.;
  2. Monin, A.S., Yaglom, A.M. Statistical Fluid Mechanics, Vol.1, MIT Press, Cambridge, MA, 1971, p. 769.;
  3. Gossard, E.E. Clear weather meteorological effects on propagations at frequencies above 1 GHz, Radio Sci., 1981,16(5), 589–608.;
  4. Tatarskii, V.I. The Effects of Turbulent Atmo- sphere on Wave Propagation, IPST, Jerusalem, 1971.;
  5. Gavrilov, A.S., Ponomareva, S.M. Turbulence Structure in the Ground Level Layer of the Atmosphere. Collected Data, Meteorology Series, No.1, Research Institute for Meteorological Information, Obninsk (in Russian), 1984.;
  6. Kukushkin, A.V., Freilikher, V.D. and Fuks, I.M. Over-the-horizon propagation of UHF radio waves above the sea , Radiophys. Quantum Electron. (translated from Russian), Consultant Bureau, New York , RPQEAC 30 (7), 1987, 597–620.;
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