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Model overview: A hierarchy of ocean models

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Model overview: A hierarchy of ocean models. Jay McCreary. Jay McCreary. Summer School on: Dynamics of the North Indian Ocean. National Institute of Oceanography Dona Paula, Goa June 17 – July 29, 2010. Introduction. General circulation models (GCMs) - PowerPoint PPT Presentation
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Model overview: Model overview: A A hierarchy hierarchy of ocean of ocean models models Jay McCreary Jay McCreary Summer School on: Dynamics of the North Indian Ocean National Institute of Oceanography Dona Paula, Goa June 17 – July 29, 2010
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Page 1: Model overview: A  hierarchy  of ocean models

Model overview:Model overview:A A hierarchy hierarchy of ocean modelsof ocean models

Jay McCrearyJay McCreary

Summer School on:

Dynamics of the North Indian Ocean

National Institute of OceanographyDona Paula, Goa

June 17 – July 29, 2010

Page 2: Model overview: A  hierarchy  of ocean models

IntroductionIntroduction

1) General circulation models (GCMs)

2) Linear, continuously stratified (LCS) model: (barotropic and baroclinic modes)

3) Layer ocean models (LOMs)

4) Steady-state balances

Page 3: Model overview: A  hierarchy  of ocean models

General circulation models

Page 4: Model overview: A  hierarchy  of ocean models

Linear, continuously stratified (LCS) model

Page 5: Model overview: A  hierarchy  of ocean models

Equations: A useful set of simpler equations is a version of the GCM equations linearized about a stably stratified background state of no motion. (See the HIG Notes for a discussion of the approximations involved.) The resulting equations are

where Nb2 = –gbz/ is assumed to be a function only of z. Vertical

mixing is retained in the interior ocean. To model the mixed layer, wind stress enters the ocean as a body force with structure Z(z). To expand into vertical normal modes, the structure of vertical mixing of density is modified to (κρ)zz.

Page 6: Model overview: A  hierarchy  of ocean models

Now, assume that the vertical mixing coefficients have the special form: ν = κ = A/Nb

2(z). In that case, the last three equations can be rewritten in terms of the operator, (∂zNb

–2∂z), as follows

Since the z operators all have the same form, under suitable conditions (noted next) we can obtain solutions as expansions in the eigenfunctions of the operator.

Page 7: Model overview: A  hierarchy  of ocean models

Vertical modes: Assuming further that the bottom is flat and with boundary conditions consistent with those below, solutions can be represented as expansions in the vertical normal (barotropic and baroclinic) modes, ψn(z). They satisfy,

subject to boundary conditions and normalization

Integrating (1) over the water column gives

(1)

Constraint (2) can be satisfied in two ways. Either c0 = in which case ψn(z) = 1 (barotropic mode) or cn is finite so that the integral of ψn vanishes (baroclinic modes).

(2)

Page 8: Model overview: A  hierarchy  of ocean models

The solutions for the u, v, and p fields can then be expressed as

where the expansion coefficients are functions of only x, y, and t. The resulting equations for un, vn, and pn are

Thus, the ocean’s response can be separated into a superposition of independent responses associated with each mode. They differ only in the value of cn, the Kelvin-wave speed for the mode.

Page 9: Model overview: A  hierarchy  of ocean models

Steady-state balances

Page 10: Model overview: A  hierarchy  of ocean models

It is useful to extend the concepts of Ekman and Sverdrup balance to apply to individual baroclinic modes. The complete equations are

Sverdrup balance

A mode in which the time-derivative terms and all mixing terms are not important is defined to be in a state of Sverdrup balance.

Page 11: Model overview: A  hierarchy  of ocean models

It is useful to extend the concepts of Ekman and Sverdrup balance to apply to individual baroclinic modes. The complete equations are

Ekman balance

A mode in which the time-derivative terms, horizontal mixing terms, and pressure gradients are not important is defined to be in a state of Ekman balance.

Page 12: Model overview: A  hierarchy  of ocean models

An equatorial balance related to Ekman balance is the 2d, Yoshida balance, in which x-derivatives are negligible. The equations are.

Yoshida (2-dimensional) balance

In this balance, damping is so strong that it eliminates wave radiation. High-order modes in the McCreary (1981) model of the EUC are in Yoshida balance.

Page 13: Model overview: A  hierarchy  of ocean models

The meridional structure Y(y) gradually weakens to zero away from the equator.

McCreary (1981) used the LCS model to study the dynamics of the Pacific Equatorial Undercurrent (EUC), forcing it by a steady patch of easterly wind of the separable form

X(x)

Equatorial Undercurrent

When the LCS model includes diffusion (A ≠ 0), realistic steady flows can be produced near the equator.

Page 14: Model overview: A  hierarchy  of ocean models

The linear model reproduces the GCM solution very well! The color contours show v and the vectors (v, w).

Comparison of LCS and GCM solutions

Page 15: Model overview: A  hierarchy  of ocean models

Layer models

Page 16: Model overview: A  hierarchy  of ocean models

If a particular phenomenon is surface trapped, it is often useful to study it with a model that focuses on the surface flow. Such a model is the 1½-layer, reduced-gravity model. Its equations are

where the pressure is

1½-layer model

The model allows water to transfer into and out of the layer by means of an across-interface velocity, w1.

In a linear version of the model, h1 is replaced by H1, and the model response behaves like a baroclinic mode of the LCS model, and w1 is then analogous to mixing on density.

Page 17: Model overview: A  hierarchy  of ocean models
Page 18: Model overview: A  hierarchy  of ocean models

If a phenomenon involves two layers of circulation in the upper ocean (e.g., a surface coastal current and its undercurrent), then a 2½-layer model may be useful. Its equations can be summarized as

where i = 1,2 is a layer index, and the pressure gradients in each layer are

2½-layer model

Note that when water entrains into layer 1 (w1 > 0), layer 2 loses the same amount of water, so that mass is conserved.

In this case, when hi is replaced by Hi the model response separates into two baroclinic modes, similar to the LCS model.

Page 19: Model overview: A  hierarchy  of ocean models

Variable-temperature, 2½-layer model

If a phenomenon involves upwelling and downwelling by w1, it is useful to allow temperature (density) to vary within each layer. Equations of motion of are

where the terms

ensure that heat and momentum are conserved when w1 causes water parcels to transfer between layers.

Page 20: Model overview: A  hierarchy  of ocean models

Meridional section from a solution to a 4½-layer model of the Pacific Ocean, illustrating its layer structure across the central basin.

Water can transfer between layers with across-interface velocities wi.

AAIW

NPIWSPLTW

thermocline

4½-layer model

Page 21: Model overview: A  hierarchy  of ocean models

4½-layer model

mixed layer

diurnal thermocline

seasonal thermocline

main thermocline

Schematic diagram of the structure of a 4½-layer model used to study biophysical interactions in the Arabian Sea.

Page 22: Model overview: A  hierarchy  of ocean models
Page 23: Model overview: A  hierarchy  of ocean models

for layer 2, and the pressure gradients are

2-layer model

for layer 1,

If the circulation extends to the ocean bottom, a 2-layer model is useful. Its equations are

Page 24: Model overview: A  hierarchy  of ocean models

Variable-temperature, 2½-layer model

where the density terms are given by

Because Ti varies horizontally, the pressure gradient depends on z [i.e., pz = –gρ (p)z = –gρ], within each layer. So, the equations use the depth-averaged pressure gradients in each layer,


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