# Difference between revisions of "The Multiple Scattering Theory of Masson and LeBlond"

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= Equation for Wave Scattering= | = Equation for Wave Scattering= | ||

− | [[ | + | [[Masson and LeBlond 1989]] began |

with the following equation for the evolution of wave scattering, | with the following equation for the evolution of wave scattering, | ||

<center> | <center> | ||

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energy due to wave breaking, <math>S_{\mathrm{{nl}}}</math> is the non-linear transfer | energy due to wave breaking, <math>S_{\mathrm{{nl}}}</math> is the non-linear transfer | ||

of wave energy and <math>S_{\mathrm{{ice}}}</math> is the wave scattering. | of wave energy and <math>S_{\mathrm{{ice}}}</math> is the wave scattering. | ||

− | [[ | + | [[Masson and LeBlond 1989]] |

solved this in the isotropic (no spatial | solved this in the isotropic (no spatial | ||

dependence) case. Furthermore, they did not actually determine | dependence) case. Furthermore, they did not actually determine | ||

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from the time stepping equation. | from the time stepping equation. | ||

− | [[ | + | [[Masson and LeBlond 1989]] derived the following difference equation |

<center> | <center> | ||

<math> | <math> | ||

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</center> | </center> | ||

where <math>f_{n}</math> is the wave frequency | where <math>f_{n}</math> is the wave frequency | ||

− | ([[ | + | ([[Masson and LeBlond 1989|Masson and LeBlond 1989 equation (51)]]. It is important to realise that |

<math>[\mathbf{T}]_{f_{n}}</math> is a | <math>[\mathbf{T}]_{f_{n}}</math> is a | ||

function of | function of | ||

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</center> | </center> | ||

where <math>\theta_{ij}=|(\theta_{i}-\theta_{j})|</math> | where <math>\theta_{ij}=|(\theta_{i}-\theta_{j})|</math> | ||

− | ([[Masson_LeBlond_1989a| Masson and LeBlond 1989]], equation | + | ([[Masson_LeBlond_1989a| Masson and LeBlond 1989]], equation (42)). <math>\hat{\beta}</math> |

− | + | is a function of <math>\Delta t</math> | |

− | |||

− | |||

− | |||

given by | given by | ||

<center> | <center> | ||

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</math> | </math> | ||

</center> | </center> | ||

− | ([[ | + | ([[Masson and LeBlond 1989]] p. 68). The function <math>\rho_{e}(r)</math> gives the ''effective'' number of floes per unit |

area effectively radiating waves under the single scattering approximation | area effectively radiating waves under the single scattering approximation | ||

which is to assume that the amplitude of a wave scattered | which is to assume that the amplitude of a wave scattered | ||

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</math> | </math> | ||

</center> | </center> | ||

− | ([[ | + | ([[Masson and LeBlond 1989]] equation (29), |

although there is a typographical error in their equation which we have corrected) | although there is a typographical error in their equation which we have corrected) | ||

where <math>D_{av}</math> is the average floe spacing and <math>a</math> is the floe radius | where <math>D_{av}</math> is the average floe spacing and <math>a</math> is the floe radius | ||

− | (remembering that [[ | + | (remembering that [[Masson and LeBlond 1989]] considered circular floes). |

The energy factor <math>A</math> is | The energy factor <math>A</math> is | ||

given by, | given by, | ||

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</math> | </math> | ||

</center> | </center> | ||

− | ([[ | + | ([[Masson and LeBlond 1989]] equation (52)) where the term |

<math>f_{d}</math> represents dissipation and is given by | <math>f_{d}</math> represents dissipation and is given by | ||

<center> | <center> | ||

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</math> | </math> | ||

</center> | </center> | ||

− | ([[ | + | ([[Masson and LeBlond 1989]] equation (53)) and <math>\alpha_{c}</math>, the ''coherent'' scattering coefficient, is given by |

<center> | <center> | ||

<math> | <math> | ||

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</center> | </center> | ||

It should be noted that the upper limit of integration for <math>\alpha_{c}</math> | It should be noted that the upper limit of integration for <math>\alpha_{c}</math> | ||

− | was given as infinity in [[ | + | was given as infinity in [[Masson and LeBlond 1989]]. This is appropriate in the steady case |

only; it should have been changed to <math>c_{g}\Delta t</math> in the time dependent case. However, this correction | only; it should have been changed to <math>c_{g}\Delta t</math> in the time dependent case. However, this correction | ||

leads to only negligible quantitative changes to the results. | leads to only negligible quantitative changes to the results. | ||

− | We will transform the | + | We will transform the scattering operator <math>\mathbf{T}</math> by |

taking the limit as the number of angles used to discretise <math>\theta</math> tends to | taking the limit as the number of angles used to discretise <math>\theta</math> tends to | ||

infinity. On taking this limit, the operator <math>\mathbf{T}\left( \Delta t\right) </math> | infinity. On taking this limit, the operator <math>\mathbf{T}\left( \Delta t\right) </math> | ||

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</math> | </math> | ||

</center> | </center> | ||

− | The scattering theory of [[ | + | The scattering theory of [[Masson and LeBlond 1989]] depends on the |

values of the time step <math>\Delta t</math> and the correct solution | values of the time step <math>\Delta t</math> and the correct solution | ||

is found for small time steps. We will now | is found for small time steps. We will now | ||

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</math> | </math> | ||

</center> | </center> | ||

− | we obtain the following expression for the time derivative of < | + | we obtain the following expression for the time derivative of <math>I</math>, |

<center> | <center> | ||

<math> | <math> | ||

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</math> | </math> | ||

</center> | </center> | ||

− | We can simplify equation | + | We can simplify this equation. |

The value of <math>\rho_{e}\left( 0\right)</math> is given by | The value of <math>\rho_{e}\left( 0\right)</math> is given by | ||

<center> | <center> |

## Revision as of 09:22, 11 September 2006

# Introduction

The scattering theory of Masson and LeBlond 1989 was the first model which properly accounted for the three dimensional scattering which occurs in the MIZ. The model was derived using multiple scattering and was presented in terms of a time step discretisation and only for ice floes with a circular geometry. Their scattering theory included the effects of wind generation, nonlinear coupling in frequency and wave breaking. However, what was original in their work was their equation for the scattering of wave energy by ice floes.

Meylan and Masson 2006 showed the equivalence of the multiple scattering theory of Masson and LeBlond with the Linear Boltzmann Model for Wave Scattering in the MIZ and this is included the final section.

# Equation for Wave Scattering

Masson and LeBlond 1989 began with the following equation for the evolution of wave scattering,

[math]\displaystyle{ \frac{\partial I}{\partial t}+c_{g}\hat{\theta}\nabla I= \left(S_{\mathrm{in}}+S_{{\mathrm{ds}}}\right) \left(1-f_{i}\right) +S_{{\mathrm{nl}} }+S_{{\mathrm{ice}}}, }[/math]

where [math]\displaystyle{ S_{\mathrm{{in}}} }[/math] is the input of wave energy due to wind forcing, [math]\displaystyle{ S_{\mathrm{{ds}}} }[/math] is the dissipation of wave energy due to wave breaking, [math]\displaystyle{ S_{\mathrm{{nl}}} }[/math] is the non-linear transfer of wave energy and [math]\displaystyle{ S_{\mathrm{{ice}}} }[/math] is the wave scattering. Masson and LeBlond 1989 solved this in the isotropic (no spatial dependence) case. Furthermore, they did not actually determine [math]\displaystyle{ S_{\mathrm{{ice}}} }[/math] but derived a time stepping procedure to solve the isotropic solution using multiple scattering. We will derive [math]\displaystyle{ S_{\mathrm{{ice}}} }[/math] from the time stepping equation.

Masson and LeBlond 1989 derived the following difference equation

[math]\displaystyle{ I(f_{n},\theta;t+\Delta t)=[\mathbf{T}]_{f_{n}}[I(f_{n},\theta ;t)+((S_{\mathrm{in}}+S_{\mathrm{ds}})(1-f_{i})+S_{\mathrm{nl}})\Delta t] }[/math]

where [math]\displaystyle{ f_{n} }[/math] is the wave frequency (Masson and LeBlond 1989 equation (51). It is important to realise that [math]\displaystyle{ [\mathbf{T}]_{f_{n}} }[/math] is a function of [math]\displaystyle{ \Delta t }[/math] in the above equation. We are interested only in the wave scattering term so we will set the terms due to wind input ([math]\displaystyle{ S_{\mathrm{{in}}} }[/math]), wave breaking ([math]\displaystyle{ S_{\mathrm{{ds}}} }[/math]) and non-linear coupling ([math]\displaystyle{ S_{\mathrm{{nl}}} }[/math]) to zero. These terms can be readily included in any model if required. Masson and LeBlond 1989 discretized the angle [math]\displaystyle{ \theta }[/math] into [math]\displaystyle{ n }[/math] evenly spaced angles [math]\displaystyle{ \theta_{i} }[/math] between [math]\displaystyle{ -\pi }[/math] and [math]\displaystyle{ \pi }[/math]. [math]\displaystyle{ [\mathbf{T}]_{f_{n}} }[/math] is then given by

[math]\displaystyle{ (T_{ij})_{f_{n}}=A^{2}\{\hat{\beta}|D(\theta_{ij})|^{2}\Delta \theta+\delta(\theta_{ij})(1+|\alpha_{c}D(0)|^{2} )+\delta(\pi-\theta_{ij})|\alpha_{c}D(\pi)|^{2} \}, }[/math]

where [math]\displaystyle{ \theta_{ij}=|(\theta_{i}-\theta_{j})| }[/math] ( Masson and LeBlond 1989, equation (42)). [math]\displaystyle{ \hat{\beta} }[/math] is a function of [math]\displaystyle{ \Delta t }[/math] given by

[math]\displaystyle{ \hat{\beta}=\int_{0}^{c_{g}\Delta t}\rho_{e}(r)dr, }[/math]

(Masson and LeBlond 1989 p. 68). The function [math]\displaystyle{ \rho_{e}(r) }[/math] gives the *effective* number of floes per unit
area effectively radiating waves under the single scattering approximation
which is to assume that the amplitude of a wave scattered
more than once is negligible. It is given by

[math]\displaystyle{ \rho_{e}(r)=\frac{2}{\sqrt{3}D_{\mathrm{{av}}}^{2}\left( 1-\frac{8a^{2}}{\sqrt {3}D_{\mathrm{{av}}}^{2}}\right) ^{1/2}}\left( 1-\frac{8a^{2}}{\sqrt {3}D_{\mathrm{{av}}}^{2}}\right) ^{r/2a}, }[/math]

(Masson and LeBlond 1989 equation (29), although there is a typographical error in their equation which we have corrected) where [math]\displaystyle{ D_{av} }[/math] is the average floe spacing and [math]\displaystyle{ a }[/math] is the floe radius (remembering that Masson and LeBlond 1989 considered circular floes). The energy factor [math]\displaystyle{ A }[/math] is given by,

[math]\displaystyle{ A=(1+|\alpha_{c}D(0)|^{2}+|\alpha_{c}D(\pi)|^{2}+\hat{\beta}\int_{0}^{2\pi }|D(\theta)|^{2}d\theta+f_{d})^{-\frac{1}{2}}, }[/math]

(Masson and LeBlond 1989 equation (52)) where the term [math]\displaystyle{ f_{d} }[/math] represents dissipation and is given by

[math]\displaystyle{ f_{d}=e^{\frac{f_{i}}{A_{f}}\sigma_{a}c_{g}\Delta t}-1, }[/math]

(Masson and LeBlond 1989 equation (53)) and [math]\displaystyle{ \alpha_{c} }[/math], the *coherent* scattering coefficient, is given by

[math]\displaystyle{ \alpha_{c}=\left( \frac{2\pi}{k}\right) ^{1/2}\exp\left( \frac {\mathrm{{i}\pi}}{4}\right) \frac{2}{\sqrt{3}D_{\mathrm{{av}}}^{2}\left( 1-\frac{8a^{2}}{\sqrt{3}D_{\mathrm{{av}}}^{2}}\right) ^{1/2}}\int_{0}^{c_g\Delta t }\exp(\mathrm{{i}}kx_{s})\left( 1-\frac{8a^{2}}{\sqrt{3}D_{{av}}^{2}}\right) ^{x_{s}/2a}dx_{s}. }[/math]

It should be noted that the upper limit of integration for [math]\displaystyle{ \alpha_{c} }[/math] was given as infinity in Masson and LeBlond 1989. This is appropriate in the steady case only; it should have been changed to [math]\displaystyle{ c_{g}\Delta t }[/math] in the time dependent case. However, this correction leads to only negligible quantitative changes to the results.

We will transform the scattering operator [math]\displaystyle{ \mathbf{T} }[/math] by taking the limit as the number of angles used to discretise [math]\displaystyle{ \theta }[/math] tends to infinity. On taking this limit, the operator [math]\displaystyle{ \mathbf{T}\left( \Delta t\right) }[/math] becomes

[math]\displaystyle{ \mathbf{T}\left( \Delta t\right) I\left( \theta\right) =A^{2}\{\hat{\beta }\int_{0}^{2\pi}|D(\theta-\theta^{\prime})|^{2}I\left( \theta^{\prime }\right) d\theta^{\prime}+ I\left( \theta\right) \}. }[/math]

The scattering theory of Masson and LeBlond 1989 depends on the values of the time step [math]\displaystyle{ \Delta t }[/math] and the correct solution is found for small time steps. We will now find the equation in the limit of small time steps by taking the limit as [math]\displaystyle{ \Delta t }[/math] tends to zero. As we shall see, when this limit is taken, there is a considerable simplification in the form of the equation. Since

[math]\displaystyle{ I(t+\Delta t)=\mathbf{T}\left( \Delta t\right) I\mathbf{(}t), }[/math]

we obtain the following expression for the time derivative of [math]\displaystyle{ I }[/math],

[math]\displaystyle{ \frac{\partial I}{\partial t}=\lim_{\Delta t\rightarrow0}\left( \frac{\mathbf{T}\left( \Delta t\right)I(t) - I(t)}{\Delta t}\right). }[/math]

We can calculate this limit as follows,

[math]\displaystyle{ \lim_{\Delta t\rightarrow0}\left( \frac{\mathbf{T}\left( \Delta t\right)I(t) -I(t)}{\Delta t}\right) =\lim_{\Delta t\rightarrow0}\left( \frac {A^{2}\{\hat{\beta}\int_{0}^{2\pi}|D(\theta-\theta^{\prime})|^{2}I\left( \theta^{\prime}\right) d\theta^{\prime}+I\left( \theta\right) \}-I\left( \theta\right) }{\Delta t}\right) }[/math]

[math]\displaystyle{ =c_{g}\rho_{e}\left( 0\right) \int _{0}^{2\pi}|D(\theta-\theta^{\prime})|^{2}I\left( \theta^{\prime}\right) d\theta^{\prime}-c_{g}\rho_{e}\left( 0\right) \int_{0}^{2\pi} |D(\theta-\theta^{\prime})|^{2}d\theta^{\prime}+\frac{f_{i}}{A_{f}}\sigma_{a}c_{g}I\left( \theta\right). }[/math]

We can simplify this equation. The value of [math]\displaystyle{ \rho_{e}\left( 0\right) }[/math] is given by

[math]\displaystyle{ \rho_{e}\left( 0\right) =\frac{2}{\sqrt{3}D_{\mathrm{{av}}}^{2}\left( 1-\frac{8a^{2}}{\sqrt{3}D_{\mathrm{{av}}}^{2}}\right) ^{1/2}} =\frac{f_{i}}{A_{f}\sqrt{1-4f_{i}/\pi}}, }[/math]

where we have used the fact that [math]\displaystyle{ f_{i}=2\pi a^{2}/\sqrt{3}D_{av}^{2} }[/math] and [math]\displaystyle{ A_{f}=\pi a^{2} }[/math].

# Equivalence with Linear Boltzmann Model

If we substitute our expressions for [math]\displaystyle{ \rho_e(0) }[/math] in equation (\ref{M_Le_boltzmann1}) and include the spatial term (which was not in Masson and LeBlond 1989 since they assumed isotropy) and divide by [math]\displaystyle{ c_g }[/math], we obtain the following linear Boltzmann equation

[math]\displaystyle{ \frac{1}{c_g}\frac{\partial I}{\partial t}+\hat{\theta}.\nabla I =\frac{1}{\sqrt{1-4f_{i}/\pi}} \int_{0}^{2\pi}\frac{f_{i}}{A_{f}}|D(\theta-\theta^{\prime })|^{2}I\left( \theta^{\prime}\right) d\theta^{\prime} }[/math]

[math]\displaystyle{ - \left( \frac{1}{\sqrt{1-4f_{i}/\pi}} \int_{0}^{2\pi}\frac{f_{i}}{A_{f}}|D(\theta-\theta^{\prime})|^{2}d\theta^{\prime}+\sigma_{a} \frac{f_i}{A_{f}} \right)I\left( \theta\right). }[/math]

If we compare this equations with the equivalent equation in Linear Boltzmann Model for Wave Scattering in the MIZ we see that they are identical except for the factor [math]\displaystyle{ 1 / \sqrt{1-4f_{i}/\pi} }[/math] in the two components resulting from the scattering. This difference comes from the fact that, in Masson and LeBlond 1989, multiple scattering is neglected by using an effective density, [math]\displaystyle{ \rho_{e} }[/math], in lieu of the number density [math]\displaystyle{ \rho_{o} }[/math]. As shown in equation (\ref{rho}), the effective density is related to the number density as [math]\displaystyle{ \rho_{e}(0) = \rho_{o}/ \sqrt{1-4f_{i}/\pi} }[/math].