For the shallow-water approximation, let the vertical scale be much smaller than the horizontal scale, so vertical acceleration is negligible and pressure is hydrostatic. Assume constant density, a flat impermeable bottom, a free surface under constant atmospheric pressure, and a horizontally moving column with no leading-order vertical shear. Neglect friction. Taking the bottom at , hydrostatic pressure is , so its horizontal gradient is independent of . The horizontal momentum equations are therefore
Integrating incompressibility from the bottom to the free surface, using zero bottom vertical velocity and the surface kinematic condition , gives
Together these are the nonrotating shallow water equations.
Rotation with angular velocity adds Coriolis force terms and to the left sides of the and equations, respectively. The centrifugal potential is absorbed into the background pressure and effective gravity. Thus
Write and . Taking the horizontal curl, including the derivatives of the advecting velocity, yields
For example the curl of the Coriolis force contribution is , and the curl of nonlinear advection supplies . Since and , division gives
This is exact shallow-water potential vorticity conservation within the rotating shallow water equations.
For the quasi-geostrophic approximation, take a horizontal scale , speed , mean depth , and slow time . Require small Rossby number and small surface departure . Introduce the Rossby deformation radius and Burger number . Geostrophic balance gives , hence . The Froude number is . These assumptions select slow balanced motion, with fast gravity-wave transients absent at leading order.
Define the quasi-geostrophic streamfunction by . The leading geostrophic flow is , which is horizontally nondivergent. Expanding the exact shallow-water potential vorticity gives
The correction is smaller than by . Advecting it by the leading geostrophic flow, while the constant leading term has zero gradient, gives
Here potential-vorticity conservation means that is carried unchanged by the leading horizontal trajectories. Potential-vorticity inversion means solving the elliptic equation , with appropriate boundary or decay conditions, to recover and thus the velocity. Conservation evolves the scalar field; inversion obtains its velocity field.
For a mean current , substitute and into potential-vorticity conservation. Retaining first-order terms gives
Let . Differentiating the mean inversion relation gives . Away from this is zero, so decay at both infinities gives . A velocity jump would introduce a derivative of a delta function, absent from , so is continuous. Integrating through zero now gives , and therefore
For the regular interfacial normal mode , the linear equation reads
In each region, choose zero perturbation potential vorticity, giving . This supplies a regular solution even if at isolated locations away from the interface. Continuity and decay require , where . Integrating the equation across zero gives
Since , the nonzero normal mode has
This potential-vorticity step edge wave is an interfacial Rossby wave. Displacing the potential vorticity jump creates alternating anomalies; their inverted velocity displaces the interface further with an intrinsic propagation opposite to the positive mean current. The mechanism requires a nonzero jump, or more generally a gradient, of the mean potential vorticity. It does not require planetary variation of . Reversing the jump reverses the intrinsic propagation; setting the jump to zero removes this interfacial restoring mechanism.
Use incompressible Euler equations with pressure divided by the constant reference density. Writing , their linearization about the parallel shear flow is
Taking the divergence requires the commutator . Both this commutator and the divergence of contribute, so . Applying the Laplacian to gives
Hence the wall-normal velocity equation is
Taking of the streamwise momentum equation minus of the spanwise equation cancels pressure and yields the inviscid Squire equation,
This is the vorticity component in the original PDF; the converted TeX corrupts its definition. Impermeable inviscid walls impose . They do not impose a viscous no-slip condition on the tangential perturbation velocity.
For a Fourier mode, set , and . The equations become
For Couette flow , , so with . Invert this using the Dirichlet Green function of on . If and , it is
It vanishes at both walls and its first derivative has jump one at . Thus
At , uniqueness of the Dirichlet inversion recovers the compatible initial velocity. This inviscid Couette initial-value Green function directly solves the initial-value problem without a Laplace transform.
The Squire equation is now a first-order forced equation in time. Its integrating factor gives
For nonzero , the velocity formula contains shearing phases and the inviscid Couette continuous spectrum. Velocity cancellation can occur even though the transported has constant magnitude; it must not be confused with exponential modal instability.
For the separate case , , the Dirichlet operator is invertible and . Hence and
Since in this case, . This is the lift-up effect: a transverse disturbance transports base-flow momentum and creates a streamwise perturbation growing linearly in time, with perturbation kinetic energy generically growing as . The growth is algebraic and is possible without an exponentially unstable normal mode. For nonzero initial normal velocity and nonzero shear, nonlinear effects eventually limit the validity of the linearized calculation. The same streamwise-independent result holds with replaced by for a general parallel profile.
Let and suppose a growing normal mode has , taking without loss of generality. Since never vanishes on the real channel, choose a continuous square-root branch and write . Direct differentiation gives
Substitution into the Taylor–Goldstein equation and division by gives
Thus the required transformation is
The impermeable walls give , hence . Multiply by , integrate across the channel, and use integration by parts. With the boundary term zero, the resulting power-transformed Taylor–Goldstein energy identity is
Both and are real. Since and , its imaginary part, divided by , is
If everywhere, the integrand is nonnegative and the first two terms have positive integral for any nonzero mode. This contradicts the identity. Therefore instability requires
This is the necessary instability condition of the Miles–Howard theorem. Where , it says that the gradient Richardson number must be below somewhere. It is not a sufficient condition for instability, and the conclusion concerns exponential normal-mode growth, not exclusion of the algebraic lift-up effect in part (a). The algebra uses the given nondimensional ; in dimensional notation its counterpart is the squared buoyancy frequency.
Let be the background enclosed mass, so and . The background hydrostatic equilibrium is . Use a Lagrangian fluid displacement of each spherical mass shell; denotes its Lagrangian perturbation. Conservation of shell mass gives
and the adiabatic pressure law gives the Lagrangian pressure perturbation
This retains perturbed self-gravity: a shell keeps its enclosed mass while its gravitational acceleration changes with its radius.
In mass coordinates, the exact radial shell equation is . Its first-order perturbation is
Hydrostatic equilibrium gives , and . Thus the perturbation of the pressure-force geometry contributes another , in addition to the gravity term:
Put , so . Expanding the derivative, using constant and , yields the radial stellar pulsation equation:
The coefficient includes both geometric pressure and self-gravity effects; dropping the gravitational perturbation would not give this equation.
For a normal mode , multiply by and integrate. Since , integration by parts gives
Regularity at the center requires with finite , so the lower endpoint vanishes. For an isolated star take and the free-surface condition , with a regular finite-energy displacement; these eliminate the upper boundary term. Hence
These boundary conditions give the self-adjoint radial Sturm-Liouville problem behind the weighted stellar pulsation Rayleigh quotient.
Use the homologous trial fluid displacement , or . It is regular at the center, and vanishes at the free surface. The derivative term in the Rayleigh quotient is zero, leaving
The ratio is a positive weighted average of . Since the central mass density is its maximum,
For multiplication preserves this inequality, proving the central-density upper bound for a radial stellar frequency:
The full positive quadratic form also shows radial stability for constant under these assumptions. A uniform-density equilibrium has constant , making the homologous displacement an exact mode and saturating the bound.
If , the same trial value is strictly negative. Therefore : the star has an exponentially growing radial instability, with growth rate . One must use this negative trial quotient, rather than carrying the central-density inequality across the sign change unchanged. At the limiting value , the homologous displacement has zero restoring force and is a neutral radial mode in this constant-exponent model.
Let denote free-surface height and the water depth. The inviscid rotating shallow water equations with constant Coriolis parameter are
It is , not , that supplies the horizontal pressure gradient. For a fixed bottom, mass conservation equivalently gives .
Write for relative vorticity. Differentiate the second momentum equation in and the first in , then subtract. The pressure terms cancel. Expanding the differentiated advection terms gives
Consequently the absolute vorticity satisfies . Combining this with mass conservation yields exact shallow-water potential vorticity conservation:
A sloping bottom changes the depth and hence the stretching, but contributes no curl to the gravitational pressure force.
For the quasi-geostrophic approximation, choose constant reference depth , speed , and horizontal length . Require Rossby number , slow evolution on the advective time , smooth horizontal scales, and or smaller, where is the Rossby deformation radius. Write , , and . The leading momentum balance is geostrophic balance:
It gives , while we require and slopes on the chosen horizontal scale. Relative vorticity divided by is also . Thus
The derivative of the constant first term vanishes. In advecting the first-order anomaly, the ageostrophic flow contributes only at the next order. Therefore the shallow-water quasi-geostrophic potential vorticity equation is
This retains the balanced vortical branch, including Rossby waves driven here by the topographic potential-vorticity gradient. It filters the freely oscillating inertia–gravity branches of the full shallow water equations, and does not retain independent boundary Kelvin wave dynamics. Small Rossby number alone is insufficient for the reduction: fast waves must be absent at leading order, as in well-prepared balanced initial data.
In the channel take and measure the bottom anomaly from mid-channel: . Define . The resting potential vorticity is , and the linear Rossby wave equation is
For nonzero zonal wavenumber , wall conditions select
The modes are stationary. Write and take real for the following sketch. The total potential vorticity is . For a contour whose undisturbed position is , its small meridional displacement is
Thus potential-vorticity conservation says a northward displacement in a positive background gradient carries a negative anomaly, . Potential-vorticity inversion turns this into positive and anticyclonic motion around the bulge. At a positive cosine crest, is northward on its western flank and southward on its eastern flank. Advection raises the contour on the west and lowers it on the east, so the crest moves west. Algebraically, and give , the same phase velocity as above. For all propagation directions reverse.
Figure 1.
Potential-vorticity contour displacement and westward Rossby-wave propagation for a positive background gradient
. Details.
For a square basin use a nonzero-frequency normal mode , with on all walls. Its equation is
Set and . Substitution cancels the first derivative and gives
The square's Dirichlet Laplacian eigenfunctions are , with positive integers. Consequently the square-basin topographic Rossby mode has
For , the positive-frequency branch therefore tends to as , as required. The negative-frequency solution is its complex-conjugate representation for a real disturbance; the physical frequency magnitude is .
Consider a nonreal phase velocity , so never vanishes. Substitute into the Rayleigh equation for inviscid shear flow. Differentiating cancels the two terms involving , leaving
For , the wall condition on normal velocity gives , hence , at both walls. Multiply by and use integration by parts to obtain the weighted identity for Howard's semicircle theorem:
For a nonzero normal mode, . The imaginary and real parts of this identity give, respectively,
Since , these imply
The first equation says that is a positive weighted mean of , and consequently . The division by is essential: the weighted-mean assertion concerns nonreal modes. A neutral mode may have a critical level where and the substitution for is singular.
Pointwise, . Integrating against the nonnegative weight and substituting both identities yields
Completing the square proves Howard's semicircle theorem:
Thus all nonreal phase velocities lie in the closed disk with the real interval as diameter. For the convention and , exponentially growing normal modes occupy its upper semicircle, while decaying modes occupy its lower semicircle.
Away from the velocity-profile corners, and an unstable normal mode satisfies . On the upper half of the jet write
The exterior solution is selected by decay at infinity. From the given velocity components, the perturbation pressure is
Continuity of normal velocity and pressure therefore gives continuity of and pressure matching at a piecewise-linear shear interface:
At the slope of jumps from to zero. Using yields
The lower interface then follows by parity.
For the even sinuous mode of a planar jet, the derivative can jump at the center: being an even function does not require the one-sided derivative to vanish. The slope jump at is , whereas . Thus
Substitute into the upper-interface relation. With , division by and multiplication by give
Collecting powers of the phase velocity gives the required dispersion relation:
These equations can also be treated as a homogeneous two-by-two system in , avoiding division by any potentially zero amplitude or phase-velocity factor.
For the odd varicose mode of a planar jet, , so ; the central pressure matching at a piecewise-linear shear interface is automatic. The upper-interface equation becomes , and therefore
This phase velocity is real for every , so the discrete varicose mode of a planar jet is neutral and there is no exponentially unstable odd mode.
To determine the unstable even modes, factor the reduced discriminant of the quadratic:
The second factor vanishes at zero and has derivative for , so it is positive there. The first factor starts at , is strictly increasing, and tends to infinity. It therefore has one positive zero . The even phase velocities are
It follows that
For , one member of the complex conjugate pair grows at rate and the other decays. At the speeds merge and there is no exponential growth; for both speeds are real. This is inviscid instability of a triangular jet. The unstable sinuous mode of a planar jet also satisfies Howard's semicircle theorem with and : its speed lies in the upper half-disk centered at with radius .
Figure 1.
Triangular jet profile and unstable sinuous phase velocities inside the Howard semicircle
. Details.
Varying the Lagrangian gives, with the cyclic angle conventions,
All successive angular gaps are in equilibrium, so their two contributions cancel. Because the potential depends only on gaps, a uniform change of all angles costs no energy. Its Hessian therefore annihilates , giving a zero-frequency normal mode. The corresponding motion is rigid rotation, , including a constant common angular shift.
For two particles write . Both cyclic gaps contribute, so the quadratic potential is . With the specified masses, the mass matrix is and the stiffness matrix is . The generalized eigenvalue problem gives
The finite-frequency normal mode keeps the mass-weighted mean angle fixed and changes the angular separation sinusoidally. Together with the two rigid-rotation constants, it spans all small motions about equilibrium.
For small transverse displacement, the wave equation on a string is
where is the tension and is mass per unit length. Using separation of variables, put , the ratios equal a constant. The fixed-end conditions exclude nontrivial solutions for nonnegative separation constants; for they give and , . The associated angular frequencies are . Thus the general superposition of separated normal modes is
The string is initially straight and at rest before the impulse, so . Assume the hammer interval lies inside . The imposed velocity has Fourier sine series coefficient
Therefore , giving the amplitude of every excited normal mode.
The string energy is . At the impulse it is . Orthogonality of the sine modes gives initially; each mode subsequently exchanges kinetic and elastic energy while retaining that total. Thus the modal energy of a localized velocity impulse on a string has fractions
For and , a mode is absent exactly when or . Hence the unexcited modes are precisely
First suppose for every nonzero admissible displacement. The conserved energy from part (b) then bounds both and by . In particular,
where . The positive quadratic form defines the perturbation energy norm and is conserved. Small perturbations in this norm remain small, proving energetic linear stability. Also , excluding exponential displacement growth. For any admissible normal mode , multiplication of by gives directly
so all such frequencies are real. No variational principle has been assumed.
To prove instability, suppose some admissible has , and put . Choose the initial velocity
Its kinetic energy exactly cancels , so for the entire subsequent motion. Write . Since is self-adjoint,
Zero energy gives , and hence . Initially , so stays positive and its logarithm is defined. The Cauchy-Schwarz inequality now gives
Therefore , and integration proves
This is an exponentially growing perturbation. Scaling the initial displacement and velocity down leaves unchanged, so arbitrarily small initial perturbations display the same linear growth mechanism. It proves that a negative-energy direction gives exponential growth in a self-adjoint wave equation, without assuming a discrete spectrum or quoting a trial-function variational theorem.
Positive on nonzero displacements gives energetic stability; a negative direction gives instability. For mathematical precision, a uniform bound on the mass-weighted displacement norm follows if for some , giving . Strict positivity alone in an infinite-dimensional space need not supply such a uniform spectral gap; the standard magnetohydrodynamic energy principle asserts energetic stability and absence of growing modes. Cases with zero directions are marginal and require separate consideration.
Take constant Darcy velocity and work locally near a planar porous thermal front moving at . Let and perturb its position by , with wavelength . Neglect thermal conduction and regard the adjoining layers as semi-infinite on this disturbance scale. In each region, Darcy's law and incompressibility imply that the pressure perturbation is harmonic, so the bounded normal modes are
Here the minus side is cold with dynamic viscosity , and the plus side is hot with dynamic viscosity . The base pressure gradients are and . Linearizing pressure continuity at the displaced front yields
Continuity of the perturbed normal Darcy velocity gives
so . Therefore . The thermal-front kinematic law is , proving the thermal-front viscous-fingering dispersion relation
It is positive for , zero for , and negative for . Without thermal conduction the model has no finite fastest wavelength: the positive growth rate increases without bound as . A resolved thermal transition and diffusion regularize that short-wave limit.
For a material interface the kinematic coefficient would be rather than . Thus, if the interface of interest were instead the hot polymer–oil interface, the same calculation would give , the usual planar viscous-fingering dispersion relation. This distinguishes the two interfaces and their speeds. The boxed thermal result uses the local planar approximation; distant wells or the other front modify the pressure eigenfunctions for wavelengths comparable to those separations.
First distinguish concentration conventions. If is cell number density, the excess mixture density is . If is cell volume fraction, it is . The printed definition of is dimensionless for number density, whereas the prose calls a volume fraction. Use for mean number density and for mean volume fraction. Then the consistent Rayleigh number is
The dimensionless concentration is the same in both conventions. The extra factor must be removed if the source symbol is literally a volume fraction.
Remove the hydrostatic basic pressure and use a dilute Boussinesq approximation. With and perturbation fluid velocity , the linear incompressible Newtonian fluid equations are
The cell conservation equation linearizes to
At this order the vertical orientation perturbation is zero, because . The instantaneous-orientation approximation from the introductory calculation gives
Incompressibility implies . This identity fixes the sign of the gyrotactic term.
Apply the length, viscous-time, velocity, concentration and pressure scales in the paper. Writing , the dimensionless equations are
where and . The factor appears in the cell equation because its diffusive time differs from the viscous time used for .
For a normal mode , set . Taking the divergence of the momentum equation gives . Applying to its vertical component eliminates pressure and yields
The concentration equation becomes
These reproduce the requested modal equations, with the physically consistent sign of the orientation balance and concentration convention made explicit.
At both plates, the no-slip boundary condition gives and horizontal perturbation velocity zero. For a nonzero horizontal wavenumber, incompressibility then gives . The normal cell flux is ; the orientation correction has no vertical component at this order. Impermeability therefore gives
If orientation lag is retained rather than the given instantaneous balance, acquires the relaxation response and the modal gyrotactic term changes accordingly. The displayed equations are the quasistatic-orientation model requested here.
For , the Euler-Lagrange equations give
In components these are , and . A normal mode has and satisfies . For eigenvalue , the first and third rows give and , and the second row then agrees. Hence
The particle positions are recovered by adding the equilibrium offsets to the last two entries. Their displacements are in phase with amplitude ratio .
Use normal modes , so in the convention . For a translation-invariant, well-posed linear initial value problem on the whole line, localized data are propagated by a causal Green function. The Fourier transform in space and Laplace transform in time give an inverse integral whose denominator is the dispersion relation . The initial temporal contour is a Bromwich line to the right of every real-wave-number temporal singularity.
The Briggs-Bers technique lowers that temporal contour while deforming the spatial contour to avoid its poles. A spatial pinch point occurs when two spatial branches originating on opposite sides of the original Fourier contour collide and prevent further deformation. Algebraically a simple candidate satisfies , with and ; these equations alone do not establish the pinch topology. A same-side collision is a false spatial saddle in quartic dispersion. The opposite-side requirement is also explicit in the primary numerical study of pinch-point detection.
The rightmost contributing pinch determines the fixed-position exponential growth of the impulse response, ordinarily with a saddle point prefactor. A positive rate is absolute wave-packet instability. If real-wave-number normal modes grow but the impulse response decays at each fixed position, it is convective wave-packet instability; growth can then occur along moving rays. If no temporal normal mode grows, the system is stable, with equality thresholds treated as marginal rather than exponential decay. Along a ray , apply the same argument to , whose saddle point condition is . Thus the laboratory frame is part of the absolute/convective definition.
For the quartic problem the temporal dispersion relation is
Write , , . For the causal Fourier kernel is absolutely convergent for positive time and the finite maximum temporal growth rate is
The usual initial-value framework fails if , or if and , because arbitrarily large real wave numbers grow arbitrarily fast: no finite Bromwich line can start to their right. This is a high-frequency ill-posedness obstruction, not an absolute instability criterion. If and , the growth bound is finite, but the dispersive limiting case needs oscillatory Fourier inversion or a limiting-absorption construction when there is no quadratic damping. It must not be justified by the absolutely convergent quartic-diffusion argument. The following explicit calculation first assumes and .
The double-root candidates are
Rather than assume all are physical, compute the causal resolvent at the impulse location. Put , and for large factor
Then and , with sheets selected from that large- region. Partial fraction decomposition and give the quartic impulse-response Laplace resolvent
All roots in this expression are continued from the causal region, not selected afresh at a candidate collision. The two possible singularities are now transparent. is a square-root singularity when . The extra singularity requires . Taking with positive real part and putting , this lies on the physical sheet precisely when . If that real part is zero the candidate is on a cut boundary and has nonpositive real , so it cannot lie to the right of . For , the apparently growing candidate may be on the wrong sheet altogether.
Therefore the physical-sheet growth rate of a quartic impulse response is
These are resolvent branch singularities on the causal continuation, so the formula implements the pinch test instead of merely listing formal saddle point rates. For , the zero saddle point is fourth-order and the resolvent is proportional to ; its impulse response is proportional to and the same exponential-rate formula applies. At nondegenerate candidates the prefactor is .
The classification in this diffusive case is now explicit: gives stability; gives absolute instability; with gives convective instability. When and , the nondegenerate fixed-position response still decays algebraically, at the marginal absolute/convective threshold. Other equality cases require the stated saddle point prefactors. Temporal instability supplies a growing ray: at a real maximum of , choose so that the moving-ray saddle point is stationary there.
Three examples show why complex coefficients and sheets matter. For , , so the instability is absolute. For , but , so it is convective even though there is no explicit first-derivative advection term: dispersion carries packets in opposite directions. For , both physical rates are . The formal candidates have but fail the physical-sheet condition, so this temporally stable example is not absolutely unstable.
On the admissible boundary , , , the oscillatory or damped Fourier construction has . The surviving zero-wave-number stationary response has the same exponential rate , with a quadratic or quartic algebraic factor; damping/dispersion therefore does not generate a separate convective-growth range there. If , the problem is second order and its diffusion/dispersive kernel must be used instead of the quartic formula. Application to a finite interval or nonlocalized data also changes the spatial inversion problem, so the whole-line localized-data hypothesis is essential.
Use the real diffusive interpretation , , with . Without a positive real diffusion coefficient the printed ordering inequality and real oscillator coordinate would need different hypotheses. Remove the drift by . Direct differentiation reduces the linear complex Ginzburg-Landau equation to
Set and . The resulting equation is
Canceling its order-one coefficient and normalizing the quadratic term gives
The supplied decay quantization has , . Equivalently the Hermite functions solve this harmonic-oscillator problem, where is the physicists' Hermite polynomial. Thus and the exact temporal growth rates are
The global modes of a quadratically confined Ginzburg-Landau equation are
For every fixed positive , the negative quadratic spatial exponent dominates the linear drift exponent and the polynomial at both infinities; all these normal modes are spatially bounded. The largest growth rate is , so the least-node normal mode is temporally non-growing, and all normal modes are non-growing, when
Equality is a neutral ground-state normal mode; strict inequality gives decay. This proves the printed sufficient condition for a bounded stable global normal mode and identifies its stronger meaning: stability of the leading global normal mode. Existence of merely some stable higher- normal mode is not equivalent to the inequality, since sufficiently large gives even above the leading-mode threshold. In the quadratic-coefficient model the reduction and eigenvalues are exact, not just a first-order approximation to a more general profile.
For and , where the matrices are symmetric and constant, the Euler-Lagrange equations give . A normal mode therefore solves .
A string segment of horizontal length has extension . Multiplying by the tension and using and , the quadratic kinetic energy and potential energy are
Thus and . Taking , , gives the three eigenvalues , . The normal mode frequencies are
The background has , so the linear chemotaxis term is ; derivatives of multiply products of disturbances and do not enter at first order. For a normal mode with and time dependence , put . Then
and the characteristic polynomial is
Its linear coefficient is positive for every . Thus instability occurs exactly when its constant term is negative: the roots are then real with opposite signs. The positive quadratic is negative somewhere on precisely when
Therefore
At equality the neutral wavenumber is and . Above threshold the unstable band is , where
A positive-eigenvalue normal mode satisfies . Solving the constant-coefficient equation gives the sine, cosine, hyperbolic sine and hyperbolic cosine family. To avoid confusing modal coefficients with the filament bending modulus, write those coefficients as .
The free conditions at zero require and . With , the remaining conditions are
Its determinant is . Therefore the free-free bending spectrum is
A convenient corresponding eigenfunction is
where gives unit norm. The stable characteristic equation for free-free bending modes is . Intersections or numerical bracketing give
For the entire positive sequence, let . Expanding near its zero and using gives
There are also two zero-energy filament modes, not captured by substituting into the finite-coefficient trigonometric expression. Solving with free endpoints gives the affine kernel. An orthonormal basis of that kernel is
The positive normal modes are orthogonal to both. Including these two rigid-motion modes is essential for completeness; the regular self-adjoint operator on a finite interval has a complete discrete eigenbasis.
Figure 1.
Characteristic roots and bending shapes of a filament with two free ends
. Details.
Retain the factor in the last temporal phase, as printed in the original PDF. Let and put with . The drift-removing substitution for a Dirichlet Sturm-Liouville problem cancels the first derivative:
With , this becomes
Choose the positive scale . To leave an order-one spectral parameter, cancel the numerator's order-one term. Then
The assumed decaying solutions of the Hermite differential equation require , . They are proportional to , with physicists' Hermite polynomials. Therefore the global modes of a quadratically confined Ginzburg-Landau equation have
For every fixed positive , multiplying the Hermite-Gaussian by still gives decay at both infinities. The strongest mode is , so the whole-line system is globally unstable precisely when
Equality is a neutral ground mode. This spectrum is exact for the stated quadratic profile, even though the notation organizes it as an expansion in .
The homogeneous absolute-instability threshold in part (a) is . The global threshold approaches that value as the profile varies increasingly slowly, but at finite the quadratic confinement adds the loss . A locally absolutely unstable patch at the profile maximum is necessary but must be strong and broad enough to overcome that loss. Merely having positive local temporal growth , which can be only convective wave-packet instability, is insufficient for a growing decaying global normal mode. This connects the local impulse classification to the discrete global spectrum.
Use the layer depth , the thermal diffusion time , velocity , and the imposed temperature difference as scales. Let be the temperature departure from the conductive profile, the velocity, , and let pressure absorb hydrostatic terms. The dimensionless Boussinesq equations for Rayleigh-Bénard convection are
The Prandtl number and Rayleigh number are and , with kinematic viscosity , thermal diffusivity and coefficient of thermal expansion . At , the stress-free boundary condition and perfectly conducting thermal boundary condition give , , and .
For the fundamental vertical normal mode, take and . Here is the horizontal wavenumber. With , projection onto incompressible flow eliminates pressure and gives
Thus the stress-free convection growth-rate polynomial is .
For the infinite-Prandtl number limit, the finite thermal growth rate is
The other, viscously damped root tends to . For , both roots are explicit:
The plus root determines instability. A higher vertical harmonic replaces by ; the fundamental is the most favorable one.
For the large- maximum in the infinite-Prandtl number limit, put and . Differentiating gives . The unique maximum for sufficiently large therefore satisfies , whence
This is fastest growth in infinite-Prandtl convection. The large- expansion is taken after the infinite-Prandtl number limit; at finite , neglecting inertia additionally requires . It selects the fastest growing mode far above onset, rather than the neutral-curve minimum .