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A surface on which geopotential is constant. Effective gravity is perpendicular to it. In a local constant-gravity approximation these surfaces are horizontal; comparing their slopes with isopycnals identifies the geometry permitting an adiabatic parcel exchange to release available potential energy.

A surface of constant pressure. Its intersection with a fixed-height horizontal plane is an atmospheric isobar. An isobaric surface is generally not a geopotential surface: the horizontal geopotential variation on it determines the geostrophic wind.

Use eastward $x$, northward $y$, pressure coordinate $p$ increasing downward, and geopotential $\Phi =gz$. Horizontal derivatives are taken on an isobaric surface. The horizontal geostrophic balance and vertical hydrostatic balance arewhere $R$ is the specific gas constant of dry air and the final equality uses the ideal gas law. At fixed latitude $f$ is independent of $p$. Cross-differentiating givesConsequently the pressure-coordinate thermal wind equations areEquivalently, $f{\mathbf{e}}_z\times {\partial }_{\ln p}{\mathbf{u}}_g=R{\nabla }_{p}T$. Notice the sign: increasing eastward velocity upward means decreasing eastward velocity with $\ln p$, and hence poleward-decreasing temperature in the Northern Hemisphere.

For the stratospheric polar vortex estimate, the original diagram must be read on its logarithmic pressure axis. Near $60^{\circ }$ in the winter hemisphere, adjacent $10\mathrm{m}{\mathrm{s}}^{-1}$ wind contours suggest an increase of roughly $20\mathrm{m}{\mathrm{s}}^{-1}$ through a pressure decade surrounding $10\mathrm{mb}$: for example, about $10\mathrm{m}{\mathrm{s}}^{-1}$ near $30\mathrm{mb}$ and $30\mathrm{m}{\mathrm{s}}^{-1}$ near $3\mathrm{mb}$. These are coarse graphical readings, not a sounding. ThusWith $|f|=2\Omega \sin 60^{\circ }\simeq 1.26\times 10^{-4}{\mathrm{s}}^{-1}$ and $R\simeq 287\mathrm{J}\mathrm{k}{\mathrm{g}}^{-1}{\mathrm{K}}^{-1}$, the poleward temperature gradient is approximatelyIf the vortex edge is taken to span roughly $50^{\circ }$ to $70^{\circ }$, its width is $a(20\pi /180)\simeq 2.2\times 10^6\mathrm{m}$, givingThe estimate depends on the width assigned to the edge and the graphical vertical shear; a range of several to roughly fifteen kelvin is more justified than a precise value. The sign remains a cold winter pole in either hemisphere. The diagram does not by itself prescribe a unique pair of edge latitudes.

At low latitudes, horizontal free-atmospheric temperature gradients are usually much smaller than at the winter vortex edge. For a comparable finite wind vertical shear, the rearranged thermal-wind balance, $T_y=(f/R)u_{\ln p}$, is consistent with weaker temperature gradients as $|f|$ decreases. However, geostrophic balance loses validity near the equator because the Coriolis parameter vanishes; division by $f$ cannot be used there to derive a prediction. The weak temperature gradient approximation is better motivated by rapid horizontal internal gravity wave adjustment, together with tropical convection and the Hadley cell. Thermal-wind balance describes the balanced extratropical relation and its tendency approaching the tropics; it is not a complete causal explanation of equatorial thermal uniformity.

The quasi-geostrophic potential-vorticity equation is the leading balanced form of potential-vorticity conservation for an inviscid rotating fluid with stable density stratification, small Rossby number and an adiabatic process for each fluid element. Its parent conservation law is Ertel potential vorticity conservation. Horizontal geostrophic balance, vertical hydrostatic balance, and the beta-plane approximation reduce it to advection of one scalar by the leading horizontal geostrophic flow.

One can see its origin by combining the vertical vorticity equation with the thermal equation. Set $D_g={\partial }_t+{\mathbf{u}}_g\cdot {\nabla }_h$, ${\mathbf{u}}_g=(-{\psi }_y,{\psi }_x)$, and ${\zeta }_g={\nabla }_h^2\psi$. The quasi-geostrophic approximation givesHere $b$ is the buoyancy perturbation relative to the reference stable density stratification, $N=N(z)$ its buoyancy frequency, and $w$ the small vertical velocity. The stretching of absolute vorticity in the first equation is offset by the change of stratification represented by the second. More precisely,The last dot product is zero because thermal-wind balance makes ${\partial }_z{\mathbf{u}}_g$ perpendicular to ${\nabla }_{h}b$. Adding therefore yieldsThe constant $f_0$ has no effect on the tendency, but its inclusion makes the connection with absolute vorticity clear. Vertical advection of $q$ is beyond the retained order; the vertical velocity has already supplied the stretching and thermodynamic terms.

For a simple balanced weather forecast, the essential cycle is diagnose, advect, invert:

This is an elliptic boundary value problem, not a local algebraic diagnosis. Its solution supplies the next geostrophic flow and, through $b=f_0{\psi }_z$, the next thermal field. Repeat the cycle to move the balanced weather systems forward.

Interior potential vorticity alone is insufficient: boundary thermal anomalies can induce flow even with zero interior anomaly, as in the Eady model. The method filters fast inertia-gravity waves and is useful for large-scale extratropical weather, while tropical dynamics, convection, moisture, friction and diabatic heating require additional physics. If vertical motion is wanted, the quasi-geostrophic omega equation supplies a further diagnostic calculation.

The first equation expresses horizontal incompressibility. The other two express steady balance of the Coriolis force, a geopotential gradient, linear drag and a prescribed zonal acceleration $F_u(y)$; nonlinear advection has been neglected. The parameter $r>0$ is an inverse drag time, so the frictional acceleration is $-r(u,v)$. On the equatorial beta plane, $f=\beta y$.

Use the streamfunction conventionTake ${\partial }_x$ of the meridional momentum equation minus ${\partial }_y$ of the zonal one. The mixed geopotential derivatives cancel, andHorizontal incompressibility removes the first term, leavingThe right side is the vertical curl of the imposed acceleration, with units ${\mathrm{s}}^{-2}$. The left side balances planetary vorticity advection and frictional removal of relative vorticity. The streamfunction has units ${\mathrm{m}}^2{\mathrm{s}}^{-1}$, since it describes horizontal velocity, rather than depth-integrated volume flux.

An atmospheric vertical coordinate using pressure instead of geometric height. Under hydrostatic balance, pressure decreases upward and geopotential obeys ${\partial }_p\Phi =-1/\rho$. With the ideal gas law, ${\partial }_{\ln p}\Phi =-RT$. Horizontal gradients taken at fixed $p$ lie on an isobaric surface. A log-pressure coordinate is a useful related coordinate with the opposite upward sign.