Past exam of the mathematics course of the University of Cambridge 2010 iii Paper 74 3 Solution Created 2026-10-03 Updated 2026-10-14
Let be a core-scale length, a representative strength of the prescribed poloidal magnetic field, and the Alfvén speed. A consistent weakly damped, small-amplitude ordering isThe first ratio is the Lehnert number. It makes the wave slow relative to rotation and allows almost geostrophic flow, with the azimuthal velocity approximately constant along a rotation-axis cylinder. The small wave amplitude gives . Poloidal advection then changes neither the background field nor the wave substantially over one wave period. If there are no-slip boundary layers, also require their damping rate , or otherwise retain their torque; a small bulk viscosity alone does not remove that boundary torque.
In the rotating magnetohydrodynamic momentum equation, axisymmetry removes the azimuthal pressure derivative. The neglected nonlinear azimuthal advection has size , and the neglected viscous term has size . The retained azimuthal Coriolis force is . A typical compatible local balance has , small compared with when the Lehnert number is small. The azimuthal Lorentz force density can be written using :The physical prefactor is : the extra printed inside the first reduced momentum equation is a typographical error, also contradicted by the subsequent real-valued system.
In the resistive induction equation, neglecting poloidal advection of the perturbation and magnetic diffusion leaves the winding of the prescribed poloidal magnetic field by differential rotation. ThusThis is the small-amplitude torsional Alfvén wave approximation, with a time-independent background and no external azimuthal forcing.
We now average over the full height of a rotation-axis cylinder. The sphere is impenetrable. Integrating incompressible flow over the volume inside any such cylinder gives zero flux through its cylindrical side, since there is no flux through its spherical caps. ThereforeThis is why the Coriolis force disappears from the cylinder average; it need not vanish locally. An axisymmetric field in the insulating exterior is a potential field with , so continuity gives on the sphere. Consequently both the end flux terms and the moving-endpoint terms in the magnetic-stress integral vanish. Expanding the divergence givesSince is independent of , its integrated time derivative is . Defining givesThe stationary background and the fact that depends only on also givesoTogether these form the cylinder-averaged torsional Alfvén wave system.
Assume on the cylinders carrying the wave, with regular endpoint limits. If vanishes on an interior cylinder, then and vanish there and that cylinder has no radial magnetic coupling; the displayed energy term must be interpreted on the coupled region rather than literally dividing by zero. Since is time independent, differentiation of the proposed conserved energy of a cylinder-averaged torsional wave givesRegularity at the rotation axis makes the lower endpoint vanish, while vanishing magnetic torque at the collapsed outer cylinder makes the upper endpoint vanish. This provesThe magnetic term has a direct interpretation. Decompose , with . Then , and the induction equation gives . Thus, apart from a common dimensional factor and a stationary orthogonal magnetic component, the conserved quantity is the physical kinetic plus magnetic energy.
For the frequency estimate, put and eliminate :Locally this is a wave equation with speedIt is the cylinder-averaged radial field component that matters, not simply the dipole measured at the Earth's surface. Taking a cylinder height of order , , and an assumed internal cylindrical radial field -- givesFor a standing wave of radial length --, the cyclic frequency is of order and the angular frequency is of order . HenceGeometry and the assumed internal field can shift the estimate substantially. As a concrete calibration, the 2010 torsional-wave study inferred a cylindrical radial rms field near and a roughly four-year crossing time, with an observed six-year recurrence. A much weaker assumed interior field instead gives the older multi-decadal estimate. The paper supplies no numerical interior field strength, so a unique numerical frequency cannot be deduced without such an assumption.
Past exam of the mathematics course of the University of Cambridge 2016 iii Paper 333 1 Solution Created 2026-10-03 Updated 2026-10-06
Use an upward vertical coordinate , constant mass density , and a positive Coriolis parameter ; the square-root formulas below assume the Northern Hemisphere. For a slab of thickness , the net force per unit horizontal area is . Dividing by its mass and including the Coriolis acceleration givesHere are the vertical shear stress components of the viscous stress tensor, so their boundary values require a signed traction convention. Linearization removes advective acceleration. Decompose the horizontal velocity into an exterior pressure response and an Ekman layer correction. On an f-plane these satisfyandThe exterior pressure response is in geostrophic balance when steady. For a surface Ekman layer with negligible stress at its base, its Ekman transport isIntegrating the continuity equation and imposing zero vertical boundary-layer velocity at the surface gives . Thus the base velocity, positive upward, isThe PDF prints the opposite sign. Its negative formula is correct for a velocity defined positive downward, but its stated momentum equations with use the upward-coordinate shear convention above. This sign must be accounted for when interpreting the subsequent pumping equation.
For constant kinematic viscosity, write and . The steady Ekman layer equation is . Taking the surface at and the ocean below it, the bounded surface Ekman layer solution isThe total velocity is . Prescribed wind stress determines the coefficient of this Ekman layer correction; it does not determine a relation between the wind and the independent pressure-driven velocity. An additional boundary condition is necessary for a laminar Ekman boundary stress law in terms of .
The two printed laminar stress formulas and the positive pressure-Laplacian pumping formula are instead the standard Bottom Ekman layer relations. To derive them consistently, put a stationary no-slip boundary condition at , with water at . ThenConsequentlyThese are shear stress values; the actual bottom traction on the fluid has the opposite sign. Integrating this Bottom Ekman layer gives and . Since the exterior geostrophic flow is horizontally nondivergent, the upward velocity above the bottom is . Using , yieldsThis recovers the requested magnitude and pressure dependence with a consistent bottom interpretation. The surface version would require its own specified boundary velocity and corresponding signs.
For Ekman spin-down in a shallow-water layer, let , , and . Upward bottom pumping enters the exterior linearized shallow water equations through . Taking the curl of their momentum equations gives , henceSlow geostrophic balance gives and . Therefore the intended damping equation isThe slow-adjustment assumption is , not the printed . The printed negative pumping term in continuity can alternatively describe downward extraction at the upper boundary, but it cannot be combined unchanged with the upward bottom pumping just derived. A literal use of the positive printed and negative continuity source would reverse the damping sign and produce growth.
For a Fourier mode with , substitution givesFor scales small compared with the Rossby deformation radius, and , independent of wavenumber. For scales large compared with the Rossby deformation radius, the equation becomes , whereThe zero wavenumber mode does not decay. A thin Ekman layer, , makes , so the derived decay time satisfies the corrected slow-time assumption.
Past exam of the mathematics course of the University of Cambridge 2016 iii Paper 333 2 Solution Created 2026-10-03 Updated 2026-10-06
The vertical component is times the first-order anomaly in shallow-water potential vorticity about rest:Thus records the combination of relative vorticity and column stretching that is conserved by the unforced linearized shallow water equations. Indeed their curl and continuity equation give . It is the persistent forcing of the balanced component during geostrophic adjustment, while inertia-gravity waves carry away the unbalanced component.
Initially . In the final geostrophic flow, , , and . Conservation of the linearized shallow-water potential vorticity therefore givesBoundedness on both sides and continuity of at the origin determine the constants:The solution is the locally attained balanced state after outgoing inertia-gravity waves have departed; the full inviscid system need not lose its globally conserved wave energy. The signed volume flux in the direction is
For double Kelvin-wave adjustment at a depth step, put and use on the corresponding side of the step. The PDF's far-field wording must mean , rather than for every . In the exponentially trapped outer response, cross-step geostrophic balance gives, at ,To retain the propagation of this slowly varying trapped disturbance, the along-step acceleration in must also be retained. It supplies the small cross-step ageostrophic flow. Thus the two cross-step volume fluxes areHere as a distributional derivative. Equating the fluxes and dividing by givesThe printed forcing is missing a factor of two. It cannot follow from the printed sign-function surface profile with the usual Dirac delta distribution normalization. Pure geostrophic balance in both horizontal directions would also omit and could not determine the wave evolution.
The method of characteristics with zero initial amplitude gives the corrected weak solutionBehind the eastward front, , the surface elevation at the step becomes , matching the upstream side. All the original cross-step transport is diverted into flow along the step once the wave has passed a fixed location: there, with opposing along-step velocities above and below the step. This is the complete barrier in the adjusted region, and in the long-time limit at every fixed . At finite time a front still carries cross-step flux: the formulas above give . The discontinuous outer representation does not resolve the short-scale fast adjustment at either front.
For completeness, solving the equation literally as printed instead gives . Its amplitude is half that required; retains a jump at the origin after passage, so that literal equation does not imply complete blocking. The corrected equation and the literal printed equation are distinguished rather than asserting an inconsistent barrier result.
Past exam of the mathematics course of the University of Cambridge 2016 iii Paper 333 3 iii Solution Created 2026-10-03 Updated 2026-10-06
For a zonal basic geostrophic flow , take and write . The flat-bottom shallow-water quasi-geostrophic potential vorticity gradient of the basic state isLinearizing its material conservation gives the Rossby-wave equation for a sheared zonal current,For a general nonuniform jet, a global two-dimensional plane wave is not an exact normal mode: the coefficients depend on . The exact zonal normal mode problem, , iswith appropriate transverse boundary or radiation conditions. If the jet varies slowly compared with a wavelength, a local plane wave freezes these coefficients at . Its local dispersion relation isIn the nondivergent Barotropic Rossby wave model under a rigid-lid approximation, this becomes . It is exact for uniform and otherwise a local relation. Retaining the free-surface term also requires retaining the basic surface slope in ; simply adding to the denominator while dropping from the numerator would describe a different prescribed-background model.
Past exam of the mathematics course of the University of Cambridge 2016 iii Paper 333 3 ii Solution Created 2026-10-03 Updated 2026-10-06
Use a one-layer, hydrostatic, homogeneous fluid with reference depth , no forcing or friction, small Rossby number , slow evolution, and leading geostrophic balance. For the beta plane, take ; the relative free-surface displacement is also small, , with the Rossby deformation radius retained at the chosen horizontal scale. This excludes the equatorial limit. If a bottom elevation is included, additionally require and stationary topography. Set for a flat bottom.
The quasi-geostrophic streamfunction satisfies , , , so relative vorticity is . Expanding the shallow-water potential vorticity using actual depth givesConsequently the depth-scaled anomaly, the shallow-water quasi-geostrophic potential vorticity, isThe leading material derivative uses the geostrophic flow. Define ; then conservation yields . The term represents free-surface stretching, the variation of planetary rotation, and topographic stretching. Under a rigid lid or at scales much smaller than the Rossby deformation radius, the free-surface term is absent or negligible and the flat-bottom Barotropic Rossby wave model has .
Past exam of the mathematics course of the University of Cambridge 2018 ib Paper 2 7D Solution Created 2026-09-24 Updated 2026-10-03
Write . The vertical component of the balance gives hydrostatic pressure,Its horizontal gradient is . The horizontal balance is consequentlyThus : the velocity is tangent to every level set of , so those contours are streamlines of the geostrophic flow.
Across a vertical section joining the contours and , an element of horizontal distance normal to the contours is , while . The volumetric flow rate is thereforeFor dimensional analysis, , and , so the result has dimension , exactly that of a volume flux.
Past exam of the mathematics course of the University of Cambridge 2018 iii Paper 333 1 Solution Created 2026-10-03 Updated 2026-10-05
Write , with the upper sign referring to , and use an f-plane with Coriolis parameter for the stated directions. The formulas retain the signed ; a positive Rossby deformation radius means . Let be the constant fluid density.
Far from the depth step the problem is independent of . The linearized shallow water equations imply conservation of . Initially this is . In geostrophic balance, and , soBoundedness and matching of height and its derivative at give geostrophic adjustment of a surface-height jump:The potential energy release per unit length in is the finite difference between two individually infinite energies:For comparison, the final kinetic energy is , so the energy radiated in inertia-gravity waves is . Integrating the depth-weighted velocity over gives the volume transportsFor , is towards the step and is away from it. Their difference is ; a global steady state cannot simply join the two far-field currents without additional transport along the step.
To obtain the rotating shallow-water height equation with variable depth, set and . Direct differentiation of the original momentum and continuity equations givesConsequentlyAt the step, is a Dirac delta distribution; the original matching conditions are used rather than assuming a smooth depth there. Velocity elimination raises the time order: initially and , as well as the prescribed initial height.
For a decaying harmonic disturbance, the height equation on each constant-depth side givesSolving the two momentum equations yieldsContinuity of at the step gives the implicit step-trapped topographic Rossby wave dispersion relationThis derivation assumes and positive decay rates; it describes the low-frequency trapped branch, rather than the radiating inertia-gravity waves.
In the quasi-geostrophic approximation, replace by . The resulting explicit frequency, and then its leading small- form, areFor , the phase velocity has the sign of . Thus propagation is eastward in the Northern Hemisphere, with the shallower side on the right. Differentiating the leading dispersion relation givesIn the long-wave limit the group velocity and phase velocity coincide:
To find the slow amplitude, integrate the low-frequency height equation across the step. This gives , where brackets mean the upper-side minus lower-side value. For the given exponentially trapped outer profile, and . Hence long-wave transport along a depth step obeysThe method of characteristics, interpreted for the Dirac delta distribution source, givesFor this is in and zero outside: a surface depression is left in the wake of the wave. The sharp -jump is a long-wave outer approximation. The fast adjustment region of width near the origin, and the detailed wavefront, are unresolved. Keeping a smoothed background instead would give and at this order.
The along-step geostrophic flow is . Integrating separately over the two sides givesIn the wake, and . The shallow-side transport is eastward and the deep-side transport westward, with magnitudes equal to the respective far-field currents. The net along-step transport is , balancing their mismatch. These comparisons use the stated leading long-wave and small-depth-contrast approximations.
Past exam of the mathematics course of the University of Cambridge 2021 iii Paper 333 2 Solution 2026-09-29
Represent a horizontal vector by the complex number , let , and define the two Ekman layer depths and drag coefficients byThe atmospheric and oceanic departures from their respective geostrophic flow satisfyThe solutions that decay away from the ice areandHere and denote the atmospheric and oceanic geostrophic velocities.
The viscous stress exerted on the ice by the atmosphere and ocean is, respectively,Because the ice is an infinitesimally thin, freely moving sheet, its horizontal force balance is . The common Ekman turning factor cancels, leavingThus the ice moves along the weighted mean of the two geostrophic currents. In particular, as one has and : an atmosphere with vanishing viscosity transmits no finite stress to the ice.
The atmospheric Ekman transport relative to its geostrophic current isThe atmospheric stress isIf the two geostrophic currents are parallel but unequal, both directions are obtained by rotating their velocity difference: in the Northern Hemisphere the stress lies anticlockwise from , while the atmospheric transport lies clockwise from its negative. Both rotations reverse in the Southern Hemisphere. If the two currents are identical, the shear, stress, and relative Ekman transport all vanish.
Potential-vorticity dynamics. The quasi-geostrophic potential-vorticity equation expresses material conservation of a balanced potential vorticity by a horizontally nondivergent geostrophic flow. Its terms represent relative vorticity, planetary vorticity and the layer-thickness/free-surface contribution. The Rossby deformation radius measures the scale at which that thickness contribution competes with the horizontal-vorticity term. The quasi-geostrophic approximation filters fast acoustic waves and gravity waves, making the slower balanced evolution accessible to early digital forecasts. The 1950 barotropic-vorticity forecasting study demonstrated practical twenty-four-hour forecasts from observed mid-tropospheric fields, while identifying discretization and omitted baroclinicity as error sources.[ref]
https://maths.ucd.ie/~plynch/eniac/CFvN-1950.pdf. Abstract and introductory development: filtered geostrophic description; four 24-hour forecasts at 500 mb; forecast-error discussion
Near the north pole put and . ThenUsing projected rather than arc distance gives the same leading polar expansion. It is a north-polar expression; the sign structure is changed consistently at the opposite pole.
In cylindrical coordinates, horizontal advection is . Substituting the specified streamfunction givesThe factors of are required by cylindrical geometry.
An exact traveling eigenfunction. This is a polar gamma-plane Rossby wave. The radial equation implies , so . Since , its nonlinear self-advection vanishes exactly, regardless of amplitude. Also , giving . HenceFor , this yieldsThe wave is retrograde relative to the balanced mean flow, since in this convention.
Multiplying the radial equation by givesFor , setting gives the standard Bessel equation with derivatives with respect to . ThusRegularity at the pole excludes for the usual nonnegative integers. If , the corresponding general solutions are modified Bessel functions; at they are , with a constant and for . The printed Bessel hint mixes its independent-variable labels; using and derivatives in resolves that notation.
What the hexagon fixes. With the north-polar approximation and the supplied rotation period,The intrinsic phase speed at that radius is . Therefore the measured fixesThe polar-wave deformation-radius identifiability issue is that a unique additionally requires a radial wavenumber or boundary condition. The quoted peak-to-peak meander is an amplitude, not a radial wavelength: multiplying the exact eigenfunction by a constant changes its amplitude without changing or . Thus it cannot be silently converted into .
A transparent order-of-magnitude closure is a slowly varying radial envelope near , so is small relative to . Then andThis is a conditional estimate, not a uniquely determined observation. The general real- bound is m. Different radial structures give different values: for example and yield about and m, respectively, at the same measured phase speed. Their amplitudes remain free. The given meander corresponds to a radial half-amplitude about m and helps characterize the pattern's size, but alone removes none of this eigenvalue ambiguity.
Signed radial balance. Let increase outward from the vortex centre and be signed azimuthal velocity, positive anticlockwise. At N, . The positive speed is , is the Coriolis parameter, the density is , and . In circular motion the inward centripetal acceleration is , while the outward radial acceleration from the Coriolis force is . The pressure gradient acceleration is . HenceThe term is an acceleration, not an additional physical force in the rotating-frame momentum equation. It can be moved to the force-balance side and depicted as outward centrifugal force in a frame following the circular parcel.
For a cyclone, and : pressure increases outward and the centre is a low. Its inward pressure force balances the outward Coriolis and centrifugal terms. For a conventional anticyclone, and ; the balance isThe inward Coriolis force balances the outward pressure and centrifugal terms, and pressure has a maximum at the centre.
Anticyclonic branches and near-centre regularity. The anticyclonic gradient-wind branches follow from the quadratic balance. Solving givesThe minus root is the normal branch connected continuously to geostrophic flow for small forcing. The plus root is an anomalous high-speed branch and must not be discarded algebraically, even though it often fails the stability conditions relevant to large-scale anticyclones. Reality requiresA finite smooth central pressure therefore has zero radial gradient at the origin, with no larger than order . For , the limiting curvature obeys . A pressure maximum with a finite nonzero limiting outward pressure force cannot support the required circular anticyclonic balance arbitrarily close to its centre.
For positive and geostrophic magnitudes,The cyclonic gradient wind is subgeostrophic and the normal anticyclonic wind supergeostrophic. On the latter branch . At a point on the eastern side of a cyclone, geostrophic and actual winds point north but the actual arrow is shorter; the ageostrophic difference points south. On the eastern side of a normal anticyclone both geostrophic and actual winds point south, with the actual arrow longer and its ageostrophic addition also south.
Normal cyclonic and anticyclonic gradient-wind forces, pressure contours and ageostrophic differences in the Northern Hemisphere
. Details. At lower latitude, the same and radius give a larger Rossby number and larger differences from geostrophic wind. The contour topology remains a central low or a conventional central high, but for fixed the required radial pressure gradients change with : the cyclonic gradient is and the anticyclonic outward pressure force is . The latter conventional branch cannot be maintained once the reduced Coriolis contribution is too weak. Actual spatial gradients, rather than an arbitrary spacing of contour values, determine how tightly drawn contours should be.
The high-centre conclusion is conditional on the conventional anticyclonic branch. Gradient balance alone also allows a sufficiently rapid clockwise circulation about a low: if , then . For example, gives . Such a configuration is outside the usual geostrophic anticyclone regime. Tornado-scale vortices have very large Rossby number, so the dominant balance is nearly cyclostrophic, . Their centres are low pressure irrespective of the sign of rotation; low pressure supplies the inward acceleration needed to bend the fast flow.
Write , with small interface displacement and horizontal variation scale . The geostrophic pressure-Coriolis balance givesSubtracting the uniform reference state and the mass-conserving linear potential-energy term, the perturbation energy densities per unit horizontal area areThereforeThe internal deformation radius is the distance an internal gravity wave travels in an inverse-Coriolis time. Balanced broad disturbances mainly store available potential energy; balanced fine structures require relatively large kinetic energy. This scale result presupposes small Rossby number ; reducing the length at fixed displacement eventually violates geostrophy. It does not say an initially resting small-scale height perturbation already has that large kinetic energy: such a perturbation undergoes geostrophic adjustment.
Let and . The three branches areFor nonzero and , the zero-frequency mode is stationary geostrophic flow, with and zero horizontal divergence. It carries the linear potential-vorticity disturbance. There is no Rossby-wave propagation on a constant- plane; a varying Coriolis parameter would be needed for that.
The other two branches are oppositely phased inertia-gravity waves. Their phase-speed magnitude and radial group velocity are and . When , gravity dominates: and the waves are approximately nondispersive, with both speeds approaching . When , rotation dominates: , the frequency approaches the inertial frequency and the group velocity tends to zero. The large long-wave phase speed is not a large signal speed.
Without rotation the propagating branches become nondispersive gravity waves, , and the stationary branch is a nondivergent vortical velocity disturbance rather than a finite-pressure geostrophic balance. At , the modes reduce to constant interface height and spatially uniform inertial oscillations. The wave branches have zero linear potential-vorticity perturbation; it is the stationary branch that retains the initial potential vorticity.
A numerical scale estimate requires a reference ocean density and latitude not specified exactly. Taking , and a representative midlatitude givesFor a small-amplitude interface displacement of scale , gravity drives rapid horizontal acceleration and radiates most of the displacement in inertia-gravity waves. The gravity adjustment time is minutes, much shorter than hours. A weak balanced remnant remains in an unbounded inviscid adjustment problem; energy is carried away by waves, not dissipated merely by geostrophic adjustment.
For , rotational adjustment produces a largely retained interface displacement with a geostrophic current. Wave emission and inertial oscillations accompany the adjustment, but the balanced structure is much more important. To quantify that distinction under an initially resting, linear single-Fourier-component assumption, potential-vorticity conservation givesThis is about for the kilometre scale and for the hundred-kilometre scale. These fractions use as an inverse wavenumber scale, not a full wavelength, and are illustrative rather than unique predictions for an unspecified disturbance or bounded basin.
Quasi-geostrophic approximation Created 2026-09-24 Updated 2026-11-05
The quasi-geostrophic approximation describes slowly evolving, nearly geostrophic flow with small Rossby number. Its dynamics are governed by advection and forcing of potential vorticity.
Shallow-water quasi-geostrophic inversion Created 2026-10-14 Updated 2026-11-05
The shallow-water quasi-geostrophic potential vorticity relation is a modified Helmholtz equation for the quasi-geostrophic streamfunction. Its inverse with specified boundary conditions recovers horizontal geostrophic flow and surface elevation . The Rossby deformation radius is the range of the balanced response: for a horizontal Fourier component, , after subtracting background potential vorticity.
Surface Ekman layer Created 2026-10-06 Updated 2026-11-05
A surface Ekman layer is the stress-driven boundary correction below a rotating fluid’s upper boundary. For upward , , constant kinematic viscosity and imposed complex wind stress , its steady velocity is , . The underlying geostrophic flow is independent of unless an additional boundary velocity condition couples them.
Taylor–Proudman theorem Created 2026-10-14 Updated 2026-11-05
For homogeneous, incompressible, inviscid flow with constant rotation vector and negligible inertia, taking the curl of gives . Thus a geostrophic flow is independent of distance along the rotation axis. Body forces modify the relation by their curl; it applies unchanged in unforced exterior regions. A nontrivial exterior column cannot both obey this leading balance and decay along the rotation axis.
Thermal wind Created 2026-09-28 Updated 2026-11-05
Thermal-wind balance relates vertical shear of geostrophic flow to horizontal density or temperature gradients. With constant Coriolis parameter and reference density ,for the sign conventions used here.
