Changeset 11543 for NEMO/trunk/doc/latex/NEMO/subfiles/apdx_diff_opers.tex
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NEMO/trunk/doc/latex/NEMO/subfiles/apdx_diff_opers.tex
r11529 r11543 5 5 % Chapter Appendix B : Diffusive Operators 6 6 % ================================================================ 7 \chapter{ Appendix B :Diffusive Operators}8 \label{apdx: B}7 \chapter{Diffusive Operators} 8 \label{apdx:DIFFOPERS} 9 9 10 10 \chaptertoc … … 16 16 % ================================================================ 17 17 \section{Horizontal/Vertical $2^{nd}$ order tracer diffusive operators} 18 \label{sec: B_1}18 \label{sec:DIFFOPERS_1} 19 19 20 20 \subsubsection*{In z-coordinates} … … 22 22 In $z$-coordinates, the horizontal/vertical second order tracer diffusion operator is given by: 23 23 \begin{align} 24 \label{ apdx:B1}24 \label{eq:DIFFOPERS_1} 25 25 &D^T = \frac{1}{e_1 \, e_2} \left[ 26 26 \left. \frac{\partial}{\partial i} \left( \frac{e_2}{e_1}A^{lT} \;\left. \frac{\partial T}{\partial i} \right|_z \right) \right|_z \right. … … 32 32 \subsubsection*{In generalized vertical coordinates} 33 33 34 In $s$-coordinates, we defined the slopes of $s$-surfaces, $\sigma_1$ and $\sigma_2$ by \autoref{ apdx:A_s_slope} and34 In $s$-coordinates, we defined the slopes of $s$-surfaces, $\sigma_1$ and $\sigma_2$ by \autoref{eq:SCOORD_s_slope} and 35 35 the vertical/horizontal ratio of diffusion coefficient by $\epsilon = A^{vT} / A^{lT}$. 36 36 The diffusion operator is given by: 37 37 38 38 \begin{equation} 39 \label{ apdx:B2}39 \label{eq:DIFFOPERS_2} 40 40 D^T = \left. \nabla \right|_s \cdot 41 41 \left[ A^{lT} \;\Re \cdot \left. \nabla \right|_s T \right] \\ … … 54 54 \begin{array}{*{20}l} 55 55 D^T= \frac{1}{e_1\,e_2\,e_3 } & \left\{ \quad \quad \frac{\partial }{\partial i} \left. \left[ e_2\,e_3 \, A^{lT} 56 \left( \ \frac{1}{e_1}\; \left. \frac{\partial T}{\partial i} \right|_s 56 \left( \ \frac{1}{e_1}\; \left. \frac{\partial T}{\partial i} \right|_s 57 57 -\frac{\sigma_1 }{e_3 } \; \frac{\partial T}{\partial s} \right) \right] \right|_s \right. \\ 58 58 & \quad \ + \ \left. \frac{\partial }{\partial j} \left. \left[ e_1\,e_3 \, A^{lT} 59 \left( \ \frac{1}{e_2 }\; \left. \frac{\partial T}{\partial j} \right|_s 59 \left( \ \frac{1}{e_2 }\; \left. \frac{\partial T}{\partial j} \right|_s 60 60 -\frac{\sigma_2 }{e_3 } \; \frac{\partial T}{\partial s} \right) \right] \right|_s \right. \\ 61 & \quad \ + \ \left. e_1\,e_2\, \frac{\partial }{\partial s} \left[ A^{lT} \; \left( 62 -\frac{\sigma_1 }{e_1 } \; \left. \frac{\partial T}{\partial i} \right|_s 63 -\frac{\sigma_2 }{e_2 } \; \left. \frac{\partial T}{\partial j} \right|_s 61 & \quad \ + \ \left. e_1\,e_2\, \frac{\partial }{\partial s} \left[ A^{lT} \; \left( 62 -\frac{\sigma_1 }{e_1 } \; \left. \frac{\partial T}{\partial i} \right|_s 63 -\frac{\sigma_2 }{e_2 } \; \left. \frac{\partial T}{\partial j} \right|_s 64 64 +\left( \varepsilon +\sigma_1^2+\sigma_2 ^2 \right) \; \frac{1}{e_3 } \; \frac{\partial T}{\partial s} \right) \; \right] \; \right\} . 65 65 \end{array} … … 67 67 \end{align*} 68 68 69 \autoref{ apdx:B2} is obtained from \autoref{apdx:B1} without any additional assumption.69 \autoref{eq:DIFFOPERS_2} is obtained from \autoref{eq:DIFFOPERS_1} without any additional assumption. 70 70 Indeed, for the special case $k=z$ and thus $e_3 =1$, 71 we introduce an arbitrary vertical coordinate $s = s (i,j,z)$ as in \autoref{apdx: A} and72 use \autoref{ apdx:A_s_slope} and \autoref{apdx:A_s_chain_rule}.73 Since no cross horizontal derivative $\partial _i \partial _j $ appears in \autoref{ apdx:B1},71 we introduce an arbitrary vertical coordinate $s = s (i,j,z)$ as in \autoref{apdx:SCOORD} and 72 use \autoref{eq:SCOORD_s_slope} and \autoref{eq:SCOORD_s_chain_rule}. 73 Since no cross horizontal derivative $\partial _i \partial _j $ appears in \autoref{eq:DIFFOPERS_1}, 74 74 the ($i$,$z$) and ($j$,$z$) planes are independent. 75 75 The derivation can then be demonstrated for the ($i$,$z$)~$\to$~($j$,$s$) transformation without … … 160 160 % ================================================================ 161 161 \section{Iso/Diapycnal $2^{nd}$ order tracer diffusive operators} 162 \label{sec: B_2}162 \label{sec:DIFFOPERS_2} 163 163 164 164 \subsubsection*{In z-coordinates} … … 170 170 171 171 \begin{equation} 172 \label{ apdx:B3}172 \label{eq:DIFFOPERS_3} 173 173 \textbf {A}_{\textbf I} = \frac{A^{lT}}{\left( {1+a_1 ^2+a_2 ^2} \right)} 174 174 \left[ {{ … … 193 193 194 194 In practice, $\epsilon$ is small and isopycnal slopes are generally less than $10^{-2}$ in the ocean, 195 so $\textbf {A}_{\textbf I}$ can be simplified appreciably \citep{cox_OM87}. Keeping leading order terms\footnote{Apart from the (1,0) 195 so $\textbf {A}_{\textbf I}$ can be simplified appreciably \citep{cox_OM87}. Keeping leading order terms\footnote{Apart from the (1,0) 196 196 and (0,1) elements which are set to zero. See \citet{griffies_bk04}, section 14.1.4.1 for a discussion of this point.}: 197 197 \begin{subequations} 198 \label{ apdx:B4}198 \label{eq:DIFFOPERS_4} 199 199 \begin{equation} 200 \label{ apdx:B4a}200 \label{eq:DIFFOPERS_4a} 201 201 {\textbf{A}_{\textbf{I}}} \approx A^{lT}\;\Re\;\text{where} \;\Re = 202 202 \left[ {{ … … 210 210 and the iso/dianeutral diffusive operator in $z$-coordinates is then 211 211 \begin{equation} 212 \label{ apdx:B4b}212 \label{eq:DIFFOPERS_4b} 213 213 D^T = \left. \nabla \right|_z \cdot 214 214 \left[ A^{lT} \;\Re \cdot \left. \nabla \right|_z T \right]. \\ … … 216 216 \end{subequations} 217 217 218 Physically, the full tensor \autoref{ apdx:B3} represents strong isoneutral diffusion on a plane parallel to218 Physically, the full tensor \autoref{eq:DIFFOPERS_3} represents strong isoneutral diffusion on a plane parallel to 219 219 the isoneutral surface and weak dianeutral diffusion perpendicular to this plane. 220 220 However, 221 the approximate `weak-slope' tensor \autoref{ apdx:B4a} represents strong diffusion along the isoneutral surface,221 the approximate `weak-slope' tensor \autoref{eq:DIFFOPERS_4a} represents strong diffusion along the isoneutral surface, 222 222 with weak \emph{vertical} diffusion -- the principal axes of the tensor are no longer orthogonal. 223 223 This simplification also decouples the ($i$,$z$) and ($j$,$z$) planes of the tensor. 224 The weak-slope operator therefore takes the same form, \autoref{ apdx:B4}, as \autoref{apdx:B2},224 The weak-slope operator therefore takes the same form, \autoref{eq:DIFFOPERS_4}, as \autoref{eq:DIFFOPERS_2}, 225 225 the diffusion operator for geopotential diffusion written in non-orthogonal $i,j,s$-coordinates. 226 226 Written out explicitly, 227 227 228 228 \begin{multline} 229 \label{ apdx:B_ldfiso}229 \label{eq:DIFFOPERS_ldfiso} 230 230 D^T=\frac{1}{e_1 e_2 }\left\{ 231 231 {\;\frac{\partial }{\partial i}\left[ {A_h \left( {\frac{e_2}{e_1}\frac{\partial T}{\partial i}-a_1 \frac{e_2}{e_3}\frac{\partial T}{\partial k}} \right)} \right]} … … 234 234 \end{multline} 235 235 236 The isopycnal diffusion operator \autoref{ apdx:B4},237 \autoref{ apdx:B_ldfiso} conserves tracer quantity and dissipates its square.238 As \autoref{ apdx:B4} is the divergence of a flux, the demonstration of the first property is trivial, providing that the flux normal to the boundary is zero236 The isopycnal diffusion operator \autoref{eq:DIFFOPERS_4}, 237 \autoref{eq:DIFFOPERS_ldfiso} conserves tracer quantity and dissipates its square. 238 As \autoref{eq:DIFFOPERS_4} is the divergence of a flux, the demonstration of the first property is trivial, providing that the flux normal to the boundary is zero 239 239 (as it is when $A_h$ is zero at the boundary). Let us demonstrate the second one: 240 240 \[ … … 256 256 j}-a_2 \frac{\partial T}{\partial k}} \right)^2} 257 257 +\varepsilon \left(\frac{\partial T}{\partial k}\right) ^2\right] \\ 258 & \geq 0 . 258 & \geq 0 . 259 259 \end{array} 260 260 } … … 265 265 \subsubsection*{In generalized vertical coordinates} 266 266 267 Because the weak-slope operator \autoref{ apdx:B4},268 \autoref{ apdx:B_ldfiso} is decoupled in the ($i$,$z$) and ($j$,$z$) planes,267 Because the weak-slope operator \autoref{eq:DIFFOPERS_4}, 268 \autoref{eq:DIFFOPERS_ldfiso} is decoupled in the ($i$,$z$) and ($j$,$z$) planes, 269 269 it may be transformed into generalized $s$-coordinates in the same way as 270 \autoref{sec: B_1} was transformed into \autoref{sec:B_2}.270 \autoref{sec:DIFFOPERS_1} was transformed into \autoref{sec:DIFFOPERS_2}. 271 271 The resulting operator then takes the simple form 272 272 273 273 \begin{equation} 274 \label{ apdx:B_ldfiso_s}274 \label{eq:DIFFOPERS_ldfiso_s} 275 275 D^T = \left. \nabla \right|_s \cdot 276 276 \left[ A^{lT} \;\Re \cdot \left. \nabla \right|_s T \right] \\ … … 295 295 \] 296 296 297 To prove \autoref{ apdx:B_ldfiso_s} by direct re-expression of \autoref{apdx:B_ldfiso} is straightforward, but laborious.298 An easier way is first to note (by reversing the derivation of \autoref{sec: B_2} from \autoref{sec:B_1} ) that297 To prove \autoref{eq:DIFFOPERS_ldfiso_s} by direct re-expression of \autoref{eq:DIFFOPERS_ldfiso} is straightforward, but laborious. 298 An easier way is first to note (by reversing the derivation of \autoref{sec:DIFFOPERS_2} from \autoref{sec:DIFFOPERS_1} ) that 299 299 the weak-slope operator may be \emph{exactly} reexpressed in non-orthogonal $i,j,\rho$-coordinates as 300 300 301 301 \begin{equation} 302 \label{ apdx:B5}302 \label{eq:DIFFOPERS_5} 303 303 D^T = \left. \nabla \right|_\rho \cdot 304 304 \left[ A^{lT} \;\Re \cdot \left. \nabla \right|_\rho T \right] \\ … … 312 312 \end{equation} 313 313 Then direct transformation from $i,j,\rho$-coordinates to $i,j,s$-coordinates gives 314 \autoref{ apdx:B_ldfiso_s} immediately.314 \autoref{eq:DIFFOPERS_ldfiso_s} immediately. 315 315 316 316 Note that the weak-slope approximation is only made in transforming from … … 318 318 The further transformation into $i,j,s$-coordinates is exact, whatever the steepness of the $s$-surfaces, 319 319 in the same way as the transformation of horizontal/vertical Laplacian diffusion in $z$-coordinates in 320 \autoref{sec: B_1} onto $s$-coordinates is exact, however steep the $s$-surfaces.320 \autoref{sec:DIFFOPERS_1} onto $s$-coordinates is exact, however steep the $s$-surfaces. 321 321 322 322 … … 325 325 % ================================================================ 326 326 \section{Lateral/Vertical momentum diffusive operators} 327 \label{sec: B_3}327 \label{sec:DIFFOPERS_3} 328 328 329 329 The second order momentum diffusion operator (Laplacian) in $z$-coordinates is found by 330 applying \autoref{eq: PE_lap_vector}, the expression for the Laplacian of a vector,330 applying \autoref{eq:MB_lap_vector}, the expression for the Laplacian of a vector, 331 331 to the horizontal velocity vector: 332 332 \begin{align*} … … 371 371 }} \right) 372 372 \end{align*} 373 Using \autoref{eq: PE_div}, the definition of the horizontal divergence,373 Using \autoref{eq:MB_div}, the definition of the horizontal divergence, 374 374 the third component of the second vector is obviously zero and thus : 375 375 \[ 376 \Delta {\textbf{U}}_h = \nabla _h \left( \chi \right) - \nabla _h \times \left( \zeta \textbf{k} \right) + \frac {1}{e_3 } \frac {\partial }{\partial k} \left( {\frac {1}{e_3 } \frac{\partial {\textbf{ U}}_h }{\partial k}} \right) . 376 \Delta {\textbf{U}}_h = \nabla _h \left( \chi \right) - \nabla _h \times \left( \zeta \textbf{k} \right) + \frac {1}{e_3 } \frac {\partial }{\partial k} \left( {\frac {1}{e_3 } \frac{\partial {\textbf{ U}}_h }{\partial k}} \right) . 377 377 \] 378 378 379 379 Note that this operator ensures a full separation between 380 the vorticity and horizontal divergence fields (see \autoref{apdx: C}).380 the vorticity and horizontal divergence fields (see \autoref{apdx:INVARIANTS}). 381 381 It is only equal to a Laplacian applied to each component in Cartesian coordinates, not on the sphere. 382 382 … … 384 384 the $z$-coordinate therefore takes the following form: 385 385 \begin{equation} 386 \label{ apdx:B_Lap_U}386 \label{eq:DIFFOPERS_Lap_U} 387 387 { 388 388 \textbf{D}}^{\textbf{U}} = … … 404 404 \end{align*} 405 405 406 Note Bene: introducing a rotation in \autoref{ apdx:B_Lap_U} does not lead to406 Note Bene: introducing a rotation in \autoref{eq:DIFFOPERS_Lap_U} does not lead to 407 407 a useful expression for the iso/diapycnal Laplacian operator in the $z$-coordinate. 408 408 Similarly, we did not found an expression of practical use for 409 409 the geopotential horizontal/vertical Laplacian operator in the $s$-coordinate. 410 Generally, \autoref{ apdx:B_Lap_U} is used in both $z$- and $s$-coordinate systems,410 Generally, \autoref{eq:DIFFOPERS_Lap_U} is used in both $z$- and $s$-coordinate systems, 411 411 that is a Laplacian diffusion is applied on momentum along the coordinate directions. 412 412
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