Articles | Volume 7, issue 1
https://doi.org/10.5194/wcd-7-297-2026
https://doi.org/10.5194/wcd-7-297-2026
Research article
 | 
04 Feb 2026
Research article |  | 04 Feb 2026

Rossby wave resonance for idealized jets on a beta-plane: towards a better understanding of the meridional wave structure

Volkmar Wirth and Nili Harnik
Abstract

The paper discusses a novel method to diagnose and investigate Rossby wave resonance along a circumglobal midlatitude jet with particular focus on the meridional wave structure. As a framework, the linearized inviscid barotropic vorticity equation is considered on a zonally periodic beta-plane. Zonally symmetric Gaussian-shaped westerly jets of varying amplitude and width are specified as basic states. The system is forced by pseudo-orography with small meridional extent, being located at jet latitude and varying sinusoidally in the zonal direction. Stationary solutions are obtained through straightforward numerical methods. The strength of resonant amplification is diagnosed by systematically varying the zonal wavenumber s, plotting the resulting wave amplitude as a function of s, and quantifying the sharpness of its peak (if existent). The numerical solutions for jet-like basic states are interpreted by reference to analytical solutions obtained for more idealized model configurations.

The analysis indicates that a jet with realistic amplitude and width may be subject to a weak form of resonance. Given that the zonal scale of the jet is much larger than its meridional scale, one may expect resonance at no more than one zonal wavenumber sres. The single resonant peak is associated with the first meridional mode, which is established through partial reflection of wave activity at the periphery of the jet flanks. The leakiness of the waveguide implies that the wave amplitude remains finite at the resonant wavenumber even for inviscid wave dynamics. The behavior is very similar as in the classic Charney-Eliassen model, where the channel width must be chosen appropriately and where damping simulates the leakiness of the jet.

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1 Introduction

It has long been known that Rossby waves can be subject to resonant amplification under specific conditions. To the best of our knowledge, the first to mention this phenomenon was Haurwitz (1940), who investigated normal modes of the barotropic vorticity equation on the sphere; he noted that some of these normal modes are close to stationary, and that stationary forcing with suitable spatial structure would lead to resonance. Somewhat later, Charney and Eliassen (1949) considered a similar problem, but on a beta-plane channel. In their model, forcing due to Northern Hemisphere orography gave rise to stationary Rossby wave perturbations that resembled the observed ones. An important feature of their solution was the fact that a limited band of zonal wavenumbers experienced enhanced amplification due to the mechanism of resonance.

The possibility of resonance has been suggested as a mechanism underlying a range of observed phenomena. For instance, it was argued that sudden stratospheric warmings may arise due to a “resonant cavity” in the stratosphere, allowing wave energy to accumulate in specific situations and lead to large wave amplitudes that eventually disrupt the polar vortex (Matsuno1970). Later, Rossby wave resonance was discussed as a possible candidate for the occurrence of blocking (Tung and Lindzen1979), and it was hypothesized that Rossby wave resonance facilitates the existence of multiple flow equilibria corresponding to blocked and non-blocked states (Charney and DeVore1979).

A key ingredient for the occurrence of Rossby wave resonance is the fact that the model domain is zonally periodic; this allows wave activity to travel around the Earth several times in the zonal direction such that the waves can interfere with themselves. In the work of Haurwitz (1940), this was possible thanks to the spherical domain with global extent, while in the work of Charney and Eliassen (1949) this was possible thanks to the periodic channel with impermeable walls at the meridional boundaries. To the extent that one focuses on the midlatitudes, the configuration of Charney and Eliassen (1949) is arguably the more relevant one: the channel walls in that model can be considered as an idealized representation of strong zonal “waveguidability”, that may occur along a circumglobal midlatitude jet (Manola et al.2013).

Previous work suggests that Rossby wave resonance is of minor importance under current climatological conditions in the extratropical troposphere (Held1983). The reason is that waves are usually subject to both damping and dispersion, and this seems to prevent any moderate or even strong form of resonance. Moreover, even in the complete absence of wave damping, a midlatitude jet is a rather leaky waveguide, and the dispersion due to its leakiness has a similar effect as wave damping (Wirth2020; Harnik and Wirth2025). In addition, jets are usually not truly circumglobal, and it appears likely that a non-circumglobal jet is less prone to resonance than a truly circumglobal jet.

Nevertheless, Rossby wave resonance may be relevant under special (possibly rare) conditions, and in these cases it may be responsible for large wave amplitudes and associated extreme events. Indeed, extreme events have been observed in concurrence with circumglobal waves (Davies2015; Kornhuber et al.2019, 2020), and this has led to a renewed interest in the topic (Coumou et al.2014; Petoukhov et al.2016; Stadtherr et al.2016; Kornhuber et al.2017a; Mann et al.2017; Kornhuber et al.2019; He et al.2023; Li et al.2024, 2025). Most of these recent studies based their analysis on a method proposed by Petoukhov et al. (2013) and Kornhuber et al. (2017b), aiming to diagnose the occurrence of resonance from observed data.

The Petoukhov-Kornhuber diagnostic is based on a two-step approach within the linear barotropic model framework. First they identify times when the zonal mean zonal wind, for any given zonal wavenumber, has two turning latitudes, using the refractive index diagnostic of Hoskins and Karoly (1981). For those times which exhibit two turning latitudes, they then calculate the wave amplitude (Eq. 3 in Petoukhov et al.2013, and Eq. 3 in Kornhuber et al.2017b). In their transition from the WKB-based turning latitude diagnostic to the one-dimensional (in the zonal direction) amplitude equation they do a series of crude approximations (the discussion in Sect. A3 in the supplementary information of Petoukhov et al.2013, leading from Eq. S8 to Eqs. S12 and S13). Specifically, these approximations assume that the meridional variation of the mean flow can be neglected and that the waves can be represented by the gravest (sinusoidal) meridional mode. Besides the arbitrariness involved in determining the meridional wavenumber, this solution also ignores leakage of wave activity towards the equator (Harnik and Wirth2025).

The potential role of Rossby wave resonance for extreme events motivates a thorough understanding of the underlying mechanism. For the nature of resonance implies that small changes in relevant characteristics of the system – such as the basic state wind speed or the spatial structure of the forcing – may lead to large changes in wave amplitude. This implies that a small shift towards resonant conditions during a specific episode may lead to a substantial increase in the likelihood of an extreme event (with implications for its predictability). To the extent that the forcing stems from stationary sources such as orography, the resonant waves are stationary, too, after reaching saturation, and this increases the potential for extreme weather (Fragkoulidis and Wirth2020). For the same reason, the mechanism of Rossby wave resonance may be important in connection with small trends due to anthropogenic climate change (Mann et al.2017), as these may lead to substantial changes in Rossby wave behavior.

The state of affairs motivates the goal of the present paper: namely to revisit the issue of Rossby wave resonance along a circumglobal jet with a particular eye to the meridional structure and its implications. Most importantly, our diagnostic dispenses with some of the questionable assumptions of the Petoukhov-Kornhuber approach regarding the meridional dimension and, at the same time, suggests and improved understanding of the underlying physics.

We are going to work in the framework of the linearized barotropic vorticity equation on a beta-plane. As basic states we consider westerly Gaussian jets. These jets are subject to various realizations of the forcing, and the corresponding stationary solutions are obtained through straightforward numerical methods. In addition, we compare our numerical solutions with analytical solutions for more idealized model configurations, because this allows us to better understand the numerical results. In all cases we restrict attention to zonally symmetric basic states, which is in line with the idea that a strong circumglobal jet can be a good waveguide. In addition, we restrict our attention to inviscid wave dynamics, because this produces resonance in its cleanest form. Obviously, to the extent that undamped resonance produces very large wave amplitudes, the assumption of linearity turns moot at some point. At the same time, one may expect wave damping in any practical application, and this would reduce the wave amplitudes. In any case, we follow earlier work and consider linear Rossby wave resonance as a potentially important mechanism for the generation of large wave amplitudes (e.g., Tung and Lindzen1979).

Our strategy to diagnose Rossby wave resonance makes use of a fundamental property of any oscillating system that may be subject to resonance: to the extent that the forcing is close to a normal mode of the free system, the forced system will show a particularly strong response. The way we realize this idea in our model framework is by using a forcing pattern with sinusoidal variation in the zonal direction, systematically varying the zonal wavenumber, and analysing the amplitude of the response.

The paper is organized as follows. First, in Sect. 2 we present the model equations, sketch our numerical solution procedure, and describe in more detail our strategy to detect resonance. Section 3 then discusses analytical solutions in idealized model configurations, which will be subsequently used for the purpose of interpretation. Our key results are contained in Sect. 4, where we present and discuss numerical solutions for jet-like basic states. Finally, we summarize our results and draw conclusions in Sect. 5.

2 Barotropic model framework

Following a substantial body of previous work, we consider the linearized barotropic vorticity equation on a zonally periodic beta-plane. The relevant parameters as well as the basic states are chosen such that one obtains idealized representations of midlatitude jets on planet Earth. Simplicity of the model is considered a virtue rather than a weakness, as it allows us to “understand” (to a considerable extent) the resulting behavior; in particular we will interpret our numerical solution in terms of specific analytical solutions.

2.1 Model setup

Our model domain is a rectangle of length Lx and width Ly, extending from x=0 to x=Lx in the zonal direction and from y=-Ly/2 to y=Ly/2 in the meridional direction. In the entire paper, the length of the domain is set to

(1) L x = 2 π a cos ϕ 0 ,

where a=6371.2 km denotes the radius of the Earth and ϕ0=45° N is a reference latitude. For terminological convenience we will refer to the zonal direction as “longitude” and the meridional direction as “latitude”, although we stick to Cartesian geometry throughout the paper. The beta-plane approximation implies that the Coriolis parameter is given by

(2) f ( y ) = f 0 + β y ,

with f0=2Ω sin ϕ0 and β=2Ωa-1cosϕ0.

2.2 Model equations

We assume a basic state that is zonally symmetric and purely zonal, but its zonal wind u0(y) may depend on latitude. Linearizing the inviscid barotropic vorticity equation about this basic state and assuming some external stationary forcing F, one obtains

(3) t + u 0 x q + q 0 y v = F ,

where q is perturbation absolute vorticity, v is the perturbation meridional wind, and

(4) q 0 y = β - d 2 u 0 d y 2

is the meridional gradient of the basic state absolute vorticity.

The forcing F is modelled through a dimensionless pseudo-orography h(x,y) as

(5) F ( x , y ) = - f 0 u 0 h x .

The term “pseudo-orography” indicates that the so-obtained vorticity source simulates the effect of orography within the limited framework of the barotropic model (Pedlosky1987). In the entire paper we only consider pseudo-orography which is sinusoidal in longitude, i.e.,

(6) h ( x , y ) = h ^ ( y ) e i k x ,

where ℜ… denotes the real part and h^(y) characterizes the meridional profile of the orography.

In most parts of this paper the meridional profile h^(y) is assumed to be “meridionally thin”. For the analytical treatment it is represented by a delta function like

(7) h ^ ( y ) = D δ ( y ) ,

with D=500 km, and this will be referred to as delta-forcing in the following. Note that the delta-function has units of m−1 such that h^ and h are, indeed, dimensionless. For our numerical solutions, Eq. (7) is replaced by

(8) h ^ ( y ) = D D ̃ cos 2 π 2 D ̃ y for | y | D ̃ ,

and zero otherwise. Unless stated otherwise we use D̃=500 km, and in all our model configurations we satisfy D̃Ly. This guarantees that h^(y) from Eq. (8) is “merdionally thin” and can be taken as approximation to the delta function. At the same time, D̃ is always chosen wide enough such that the non-zero part of h^(y) in Eq. (8) can be represented by a fair number of grid points and, hence, properly resolved in our numerical treatment. Note that for both Eqs. (7) and (8) one obtains

(9) - L y / 2 L y / 2 h ^ ( y ) d y = D ,

which means that the amplitude of the orography is equivalent in an integrated sense.

Writing q and v in terms of the perturbation streamfunction ψ,

(10) q = 2 ψ , v = ψ x ,

and restricting attention to stationary solutions, one obtains

(11) u 0 x 2 ψ + q 0 y ψ x = - f 0 u 0 h x .

We look for solutions of the following form

(12) ψ ( x , y ) = ψ ^ ( y ) e i k x ,

divide by u0, and obtain

(13) d 2 ψ ^ d y 2 + q 0 y u 0 - k 2 ψ ^ = - f 0 h ^ .

In the remainder of this paper we only consider basic states satisfying u0>0 throughout the interior of the domain such that Eq. (13) is free of singularities.

For later reference we define the square of the stationary wavenumber

(14) K s 2 = q 0 y u 0

and the dimensionless stationary wavenumber

(15) K ^ s = L x 2 π K s 2 .

For a constant basic state wind, both Ks2 and K^s are constant, but for more general profiles of u0(y) they are functions of latitude. A typical mid-latitude jet satisfies Ks≲10 within the jet region (Wirth2020).

Introducing the dimensionless zonal wavenumber

(16) s = L x 2 π k ,

Eq. (13) can be rewritten as

(17) d 2 ψ ^ d y 2 + 2 π L x 2 K ^ s 2 - s 2 ψ ^ = - f 0 h ^ .

Considering the value Lx as given and fixed, the above equation indicates that the local character of the solution ψ^ outside the forcing region only depends on the function K^s(y) and the value of s. In particular, the solution has an oscillatory character for latitudes where K^s2>s2, while is has an exponential character for latitudes where K^s2<s2. It follows that the soliution ψ^ does not necessarily satisfy ψ^=0 where K^s2=s2.

The meridional component of the linear wave activity flux is given by

(18) F ( y ) = - u v ,

where the overbar denotes the zonal average. For solutions with a fixed zonal wavenumber, this can be reformulated in terms of the perturbation streamfunction ψ=ψ^(y)exp(ikx) as

(19) F ( y ) = 1 2 i k ψ ^ d ψ ^ d y ,

where the asterisk denotes the complex conjugate. Assuming furthermore that the zonal wavenumber k is real and ψ^(y)exp(ily), the last expression turns into

(20) F ( y ) = 1 2 k ( l ) | ψ ^ | 2 ;

in this case the meridional flux of wave activity vanishes if l=0 or if l is purely imaginary.

2.3 Boundary conditions and implications for quantization

Periodicity of the domain sets a constraint on k, namely that the zonal wavenumber must be quantized according to kLx=!2πs or

(21) k = ! 2 π L x s .

with s=1, 2, 3, …. The integer s represents the number of entire wavelengths that fit into the domain in the zonal direction.

At both the southern and the northern boundary of the domain we posit that a certain fraction R of wave amplitude is reflected, while the remaining part is transmitted. Following Harnik and Wirth (2025, their Eq. 18), this can be achieved by specifying

(22) 1 - R 1 + R d ψ ^ d y = ± i q 0 y u 0 - k 2 ψ ^ at y = ± L y / 2 .

Note that this boundary condition is singular in the limit R→1, and one obtains the familiar Dirichlet condition ψ^=0 for fully reflecting conditions R=1 (except when the square root on the right hand side happens to be zero). In the remainder of this paper, the special model configuration with R=1 will be referred to as a “reflecting periodic channel”. The condition ψ^=0 in this case represents another quantization constraint, namely that an integer number n of half wavelengths must fit into the meridional extent of the channel, i.e.,

(23) l = ! n π L y

with n=1, 2, 3, ….

2.4 Numerical solution procedure

Equations (17) and (22) represent a 1D boundary value problem, which can be solved numerically in a straightforward manner. The differential operator on the left hand side of Eq. (17) is discretized using standard finite differences, reducing the solution for the interior grid points to the inversion of a square matrix. The boundary conditions are implemented by either (in case of R=1) setting the boundary grid points of ψ^ to zero, or (in case of R<1) by modifying the equations for the interior grid points such as to account for the discretized version of Eq. (22). The resulting square matrix is inverted using a linear algebra routine from scipy.

2.5 Diagonostic strategy

In case of the forced harmonic oscillator from theoretical physics, there is a straightforward recipe to diagnose resonant behavior: try many different values for the forcing frequency (using identical forcing amplitude) and determine whether and to what extent the stationary reponse shows a pronounced peak in amplitude in the neighborhood of a specific forcing frequency.

Our strategy to diagnose Rossby wave resonance closely follows this idea: we compute the stationary solution ψ for an entire range of zonal wavenumbers s (with the same forcing amplitude, i.e., the same value of D for each value of s) and evaluate how different aspects of the solution change as a function of s. One particular “aspect” of the solution is, obviously, its amplitude: to the extent that the amplitude shows a pronounced peak at one or several specific values of s, we associate the basic state with resonant behavior at these values of s. In fact, for the current purpose we can consider s to be a positive real number (rather than an positive integer), because the solution for the meridional structure problem is effectively ignorant of the boundary conditions in the zonal direction. In addition, we analyze the solution's phase as a function of s, because the phase behavior serves as another hallmark of resonance (Harnik and Wirth2025).

In the following two section we are going to consider various model configurations that differ in the basic state zonal wind u0(y) and in the choice of the boundary conditions. For illustration the reader is refered to Fig. 1. The configurations depicted in Fig. 1a, b, and c allow analytical solutions (Sect. 3), while the configuration in Fig. 1d requires one to resort to the numerical solution procedure (Sect. 4).

https://wcd.copernicus.org/articles/7/297/2026/wcd-7-297-2026-f01

Figure 1Four schematics representing the different model configurations used in this paper. The red arrows and the red line depict the basic state zonal wind u0(y), the brown color represents the forcing, the green arrows represent the wave activity flux (illustrating wave propagation, reflection, transmission, or partial reflection, respectively), the blue double arrow represents the periodic boundary conditions in the zonal direction, and the two horizontal dashed lines in panel (d) depict the approximate location of partial reflection at the periphery of the jet flanks.

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3 Analytical solutions

We start with model configurations allowing analytical solutions, because these will facilitate the interpretation of the numerical solutions later in Sect. 4. Throughout this section we assume that the basic state zonal wind is independent of latitude, i.e., u0=U=const, and this implies that the stationary wavenumber squared from Eq. (14) reduces to a constant, too, given by Ks2=β/U.

3.1 Free modes and higher meridional wavenumbers

The search for free modes (or normal modes) of a linear system is motivated by the recognition that resonance occurs if the forcing projects onto a stationary free mode. Free modes are solutions of Eq. (3) with F set to zero. We restrict attention to perfectly reflecting channel walls in this subsection. The model configuration corresponds to the situation depicted in Fig. 1a, except that there is no forcing. With these assumptions, there is a discrete but infinite set of solutions, namely

(24) ψ n , s ( x , y , t ) = ψ 0 e i k ( x - c t ) sin l y + L y 2 ,

where the wavenumbers k and l are limited to discrete values given by Eqs. (21) and (23), respectively, and where the phase speed c satisfies the well-known dispersion relation

(25) c = U - β k 2 + l 2 .

Apparently, the free modes are quantized not only in the zonal direction (due to the requirement of periodicity, non-dimensional wavenumber s), but also in the meridional direction (due to the finite width of the reflecting channel, non-dimensional wavenumber n). For illustration, we show two examples in Fig. 2, namely ψ(4,3) (associated with c=2.0 m s−1) and ψ(2,4) (associated with c=-3.7 m s−1). The corresponding modes on the sphere are the so-called Rossby-Haurwitz waves (Haurwitz1940).

https://wcd.copernicus.org/articles/7/297/2026/wcd-7-297-2026-f02

Figure 2Two examples for a normal mode in a reflecting periodic channel with wavenumbers n and s in the meridional and zonal direction, respectively. The other parameters are Lx from Eq. (1), Ly= 10 000 km, and U=10 m s−1. Both modes have a non-zero phase velocity c as provided in the header of the respective panel.

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https://wcd.copernicus.org/articles/7/297/2026/wcd-7-297-2026-f03

Figure 3Schematic representation of the normal modes in a reflecting periodic channel with length Lx from Eq. (1) and with a constant basic state wind U=10 m s−1: (a) for Ly=3×103 km, (b) for Ly=10×103 km, and (c) for Ly=50×103 km. Each blue dot represents a free modes ψn,s as given in Eq. (24). The red circle with radius β/U represents the combination of wavenumbers k and l for which the phase speed is zero according to Eq. (25). The horizontal light-blue lines depict the hypothetical situation without the discretization constraint due to the zonal boundary condition (see explanation in the main text).

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The discrete set of normal modes can be represented as points on the (k,l)-plane. This is done in Fig. 3 (blue points) for three different values of the channel width Ly. The horizontal rows of points in this diagram represent modes with the same value of n but varying value of s, and the value of n increases from the bottom row to the top row. Since we assume that Lx is given and fixed, the distance between the horizontal rows of points depends on the value of Ly according to Δl=π/Ly.

Most of the modes displayed in Fig. 3 are associated with a nonzero phase speed c according to (25). The solid red line in this plot depicts the location in wavenumer-space where c=0, which is equivalent to

(26) k 2 + l 2 = β U K s 2 .

All modes that lie to the bottom-left of the red circle have c<0, while all modes that lie to the top-rigtht of the red circle have c>0. Particularly interesting are those few modes that happen to lie on (or are very close to) the red circle, because they are (almost) stationary. These modes are associated with resonance if an appropriate stationary forcing is switched on. With “appropriate” we mean that the forcing has a non-vanishing projection onto the respective mode.

As was mentioned before, a westerly jet can act as a waveguide, although its waveguidability is likely to be less than 1. Leakage across the jet flanks can, to some approximation, be considered as similar to damping, and even in a leaky channel one may obtain a peak in amplitude as one moves across the resonant wavenumber (Harnik and Wirth2025). Hence, a reflecting channel can be informative.

The important point here is that out of the three options for Ly displayed in Fig. 3, only the choice in Fig. 3a can be taken as representative for a midlatitude jet. By contrast, the channel widths in Fig. 3b and c are much larger than the width of a typical jet. After all, the defining characteristic of a midlatitude jet is that its zonal scale is much larger than its meridional scale. As a consequence of this anisotropy, the red circle in Fig. 3a has only one intersection with the light blue line, suggesting the existence of just one resonant peak. Note that for an even smaller value of Ly (not shown) there may in fact be no intersection at all between the red circle and any of the blue lines. It transpires that for a jet-typical scenario, only the first meridional mode (n=1) is likely to contribute to resonant behavior. In other words, higher meridional modes (n>1) can contribute to resonance only in channels with unrealistically large width (Fig. 3b and c). This suggests that our strategy with varying s and checking the result should yield in no more than one resonant peak for any realistic jet width – and (as we will see) this is what we obtain in most cases. The location of the peak should correspond to the intersection of the red circle with the light-blue line in Fig. 3a, which in our example is at s=3.25.

More formally, the condition for resonance is Eq. (26). Accounting for the quantizition (23) in the meridional direction, but considering s as continuous, one obtains the following expression for the resonant wavenumber

(27) s res = L x 2 π K s 2 - l 2 K ^ s 2 - n L x 2 L y 2 ,

with n=1, 2, 3, …. Of course, the resulting values sres would be integers only by chance. Yet, to the extent that sres is close to an integer for one or several values of n, the free mode is close to resonance and one may expect that the corresponding forced solution has a large amplitude. In addition, the requirement that sres must not be imaginary restricts the set of allowed values of n in the above relation. Given that a jet is characterized by LxLy and that typically K^s<10, it transpires that the meridional mode n=1 is likely to be the only one that is associated with a physical (i.e., non-imaginary) value for sres.

3.2 Charney-Eliassen forced solution

We now keep the same configuration as in the previous subsection except that we switch on forcing of the following form

(28) h ^ ( y ) = h 0 cos l y , with l = π / L y .

This type of forcing was used a long time ago by Charney and Eliassen (1949) and will, hence, be referred to as Charney-Eliassen forcing. The resulting model configuration is illustrated in Fig. 1b. Note that the Charney-Eliassen forcing is less general than the delta-forcing in the sense that it contains only one specific meridional wavenumber. By contrast, the Fourier-decomposition of the delta-funcion contains all possible wavenumbers, and the solution is freer to “choose” its meridional wavenumber.

We are looking for stationary solutions with sinusoidal shape in the zonal direction. The relevant equation to be solved is Eq. (17). Using the Ansatz ψ^=ψ0cosly (which satisfies the fully reflecting meridional boundary condition), one obtains

(29) ψ ^ ( y ) = f 0 h 0 K 2 - K s 2 cos l y

and, hence,

(30) ψ ( x , y ) = f 0 K 2 - K s 2 h ( x , y ) ,

where K=k2+l2 denotes the total wavenumber. Apparently, the amplitude of the response ψ is proportional to the strength of the forcing h, which is a generic property of any linear forced system. What's more interesting is the denominator on the right hand side. The latter turns zero and, hence, the response turns infinite when the total wavenumber equals the stationary wavenumber, K2=Ks2, or equivalently

(31) k 2 + l 2 = β U .

This singularity is arguably a hallmark of linear resonance. Obviously, Eq. (31) is equivalent to the condition (26) for the corresponding normal mode to be stationary. In addition, the sign of ψ switches discontinuously for increasing k or s as one moves across the singularity, and this corresponds to a phase change by π. Such a phase change between the forcing and the response is another hallmark of linear resonance.

According to Eq. (28), the meridional wavenumber l in the Charney-Eliassen configuration is determined by the meridional channel width. Correspondingly, the condition for resonance becomes

(32) s = ! s res = L x 2 π β U - π L y 2 .

It follows that there is either one resonant wavenumber or none, depending on whether the expression under the square root is positive or negative. Regarding the existence of free modes as illustrated in Fig. 3, one obtains only one row of blue points corresponding to n=1, allowing either one or no intersection between the light blue line and the red circle. Basically, the specific meridional shape of the Charney-Eliassen forcing (28) excludes the higher meridional modes from the solution.

If one chose to include damping by adding -αq (with α>0) to the right hand side of Eq. (3), one would obtain an additional, purely imaginary term in the denominator on the right hand side of Eqs. (29) and (30). It follows that damping prevents the singularity; yet, for small enough values of α the functional dependence of |ψ^| on k or s still shows a pronounced peak close to the resonant wavenumber.

3.3 More general forced solutions for partly reflecting channel walls

At first sight it seems that the Charney-Eliassen model configuration is not well suited to investigate Rossby wave resonance along a jet, because it makes two rather strong assumptions. First, the forcing has a very specific structure in the meridional direction, necessitating the same specific structure for the solution ψ; this may be considered as dangerous, because more general forcing may project onto higher meridional modes, and it is not entirely clear at this point how this would affect the solution. Second, the Charney-Eliassen solution assumes perfectly reflecting channel walls; as was shown by Harnik and Wirth (2025), this assumption must be considered as unrealistic, because Rossby wave resonance on a jet is more akin to resonance in a channel with some leakage of wave activity across the channel walls. These two issues motivate the following modified model configuration as a better alternative: instead of Charney-Eliassen forcing we now use our delta-forcing as defined in Eq. (7), and we furthermore allow some leakage by specifying R<1 at the channel walls. The model configuration for this set of experiments is illustrated in Fig. 1c.

Analytical progress can still be made by sticking to a constant wind U. In this case, the solution for either y>0 or y<0 is a superposition of plane waves like ψexpi(kx+ly) with k and l satisfying Eq. (31). The coefficients must be determined through a matching condition at y=0, which effectively accounts for the forcing. Using very similar methods as in Harnik and Wirth (2025), we obtain

(33) ψ ^ ( y ) = A e i l y + B e - i l y , y 0 B e i l y + A e - i l y , y < 0

with

(34)A=if0D2l1+ReilLy,(35)B=-iRf0DeilLy2l1+ReilLy=-ReilLyA,

and with D as defined in Sect. 2.2. For a fixed value of k, the meridional wavenumber is given by virtue of Eq. (31) as

(36) l = β U - k 2 .

Hence, for any given U, the value of l depends on k or s, respectively, and the solution ψ^(y) depends on k or s in a nonlinear fashion through Eqs. (34) and (35). Considering the zonal wavenumber as continuous, the relation (36) does not represent a quantization constraint for l, in contrast to Eq. (23).

The above solution suggests resonant behavior when the denominator in the expressions for A and B vanishes, i.e., when

(37) l 1 + R e i l L y = 0 .

For fully reflecting boundaries (R=1) this condition can be satisfied through the second factor on the left hand side. It requires l to be real and to satisfy the following quanitzation rule

(38) l = ! n π L y , n = 1 , 3 , 5 ,

By means of Eq. (31), the above translates to a condition for s, namely

(39) s = ! s res L x 2 π β U - n π L y 2

with n=1, 3, 5, …, where the choice of admissible values for n is limited through the condition that s must be real. By contrast, for partial reflection (R<1), there is no true singularity, although the solution still may have a pronounced peak at the values of l given in Eq. (38) to the extent that R is close to 1.

Comparison of Eq. (39) with the corresponding condition (32) for the Charney-Eliassen configuration indicates that the latter is a special case of the former: Charney-Eliassen only accounts for n=1, while the current relation possibly allows higher meridional modes with n>1.

Interestingly, condition (38) resembles, yet is different from, the condition (23) for the existence of normal modes. More specifically, the resonant modes of our current problem correspond to only the odd meridional normal modes. The reason lies in the fact that all even modes have a node at mid-channel latitude, and this is exactly where our delta-forcing is located. It follows that the special form of our forcing in Eq. (7) allows a non-zero projection only onto the odd modes and can, therefore, trigger resonance only for this reduced set of modes.

In addition, condition (37) is satisfied when l=0, and formally this corresponds to n=0 in Eqs. (38) and (39). In this case, the meridional flux of wave activity vanishes owing to Eq. (20), which means that wave activity is ducted in the zonal direction. Again, this should result in resonant behaviour thanks to the zonal periodicity as soon as s is an integer. We will refer to this solution as the n=0 meridional mode.

The two options allowing resonance are distinctly different, because the first option includes meridional wave propagation while the second does not. However, the only aspect that is relevant for resonance is the fact that wave activity is channeled in the zonal direction without leakage in the meridional direction, and this is guaranteed for both options. In the first option it is achieved through the existence of perfectly reflecting meridional boundaries, while in the second option it is achieved through the flux of wave activity being purely zonal.

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Figure 4Resonant behavior of the analytic solution for delta-like forcing with U=10 m s−1 and Ly=3000 km. (a) Maximum value of |ψ^| throughout the channel, (b) phase of ψ^ at y=0, both ploted as a function of zonal wavenumber s. The different colors refer to different values of the reflection parameter R (see legend); the horizontal dashed lines in panel (b) indicate the values 0, π/2, and π.

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We now follow our general strategy and test for resonant behavior by varying s and analysing both the amplitude and the phase of the stationary solution. The result is shown in Fig. 4 for various values of R and with U and Ly fixed at U=10 m s−1 and Ly=3000 km, respectively. The amplitude of the response is measured as maxy|ψ^(y)| and its phase as the phase of ψ^ at the jet latitude. For the current choice of parameters, condition (39) predicts two resonant peaks, one at s=3.25 corresponding to the first meridional mode n=1, and one at s=5.73 corresponding to n=0. We first consider the behavior at s=3.25. Apparently, the amplitude for R=1 in Fig. 4a indicates a singularity at this value of s, while for smaller values of R the peak gets less pronounced and vanishes completely for values R≲0.25. The singularity in amplitude at s=3.25 in Fig. 4a is mirrored by the behavior of the phase in Fig. 4b; in particular, the phase is discontinuous at s=3.25 for fully reflecting conditions (R=1), giving way to a more gradual transition for R<1. This general behavior in terms of amplitude and phase is very similar to the damped linear oscillator from classical mechanics; furthermore, it is consistent with Harnik and Wirth (2025), who showed that partial transmission at the channel boundaries has a similar effect on resonance as damping.

The other option for resonance implies n=0, which for the current choice of parameters occurs at s=5.73 according to Eq. (39). Indeed, there is a pronounced (but very narrow) peak in Fig. 4a at this location, at least for R<1. Interestingly, this peak is absent for R=1. Further investigation (see Appendix) reveals that the limit R→1 for the n=0 resonance is singular: although each of the coefficients A and B in Eqs. (34) and (35) blow up individually for l→0, the sum of both terms on the right hand side of Eq. (33) remains finite. The singularity in amplitude is reflected by a special behavior of the phase, which shows a jump by π/2 across s=5.73 for R=0 and a more complicated behavior for 0<R<1 (Fig. 4b). Interestingly, the value π/2 differs from the value π that one obtains in case of the harmonic oscillator from classical mechanics. We speculate that this is related to the fact that there is an asymmetry as one moves across s=5.73: the system supports free Rossby waves for s<5.73, while it does not support free Rossby waves for s>5.73.

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Figure 5Patterns of the normalized streamfunction of the analytic solution (Eq. 33) for delta-like forcing with U=10 m s−1 and Ly=3000 km. The different panels represent different combinations of s and R (see panel caption). The range of ploted values extends from −1 to +1, with red denoting positive and blue negative values. Note that the non-normalized amplitudes in panels (a), (e) and (h) would be very large to the extent that s is close to resonance.

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We further illustrate the analytical solution for a number of parameter choices in Fig. 5. This figure shows the patterns of the perturbation streamfunction on the longitude-latitude plane for three different values of R and three different values of s. First we note that fully reflecting channel boundaries (top row) always imply ψ=0 at the channel walls – by design. There is no phase tilt with latitude, because the northward and the southward traveling wave have equal amplitude. In all other cases with R<1, the solution features non-zero values at the channel walls. There is a meridional phase tilt in Fig. 5d and g close to the channel walls consistent with outward wave propagation. However, this phase tilt vanishes for sK^s (second and third column), because in this case the meridional wavenumber l is either zero (second column) or imaginary (third column) owing to Eq. (36); this situation is equivalent to no meridional wave propagation according to Eq. (20).

The three panels in the left column of Fig. 5 are particularly relevant for our further analysis. They represent situations which do allow meridional wave propagation. Proceeding from the top to the bottom of this column, one can identify a noteworthy transition from modal behavior for fully reflecting conditions (Fig. 5a) to plane-wave behavior for fully transparent condition (Fig. 5g). Unsurprisingly, “modal behavior” is qualitatively reminiscent to the normal modes of Fig. 2. The intermediate situation for R=0.5 (Fig. 5d) looks like a superposition of the two extreme cases and, thereby, contains aspects from both. We anticipate that the intermediate case will help to understand more realistic jet profiles u0(y), because (as we will see) these are associated with partial reflection and partial transmission of wave activity at the periphery of the jet flanks.

We emphasize, again, the different nature of the two resonant peaks in Fig. 4a. While the n=1 resonance (at s=3.25) produces a sharp peak for R→1, the n=0 resonance (at s=5.73) produces a peak for any value of R except R=1. As mentioned earlier, for the n=1 resonance the waves travel both northward and southward and keep superimposing if the meridional wavelength happens to be just right. By contrast, for the n=0 resonance the meridional flux of wave activity is zero such that wave activity that is generated at y=0 cannot escape in the meridional direction and, hence, keeps accumulating within the domain. In both cases there is a physical mechanism that prevents leakage in the meridional direction and, hence, allows resonance.

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Figure 6Same as Fig. 4a, except for (a) Ly=1500 km, (b) Ly= 10 000 km.

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We also show results for other choices of the channel width (Fig. 6). First consider Ly=1500 km in Fig. 6a. Apparently, for such a narrow channel we only obtain the peak corresponding to n=0. By contrast, increasing the value of Ly to 10 000 km (Fig. 6b) makes the resonant peaks for n=0 (at s=5.73) and n=1 (at s=5.55) almost coalesce, and one obtains a third peak at s=3.85 corresponding to n=3.

Let us briefly restrict attention to the perfectly reflecting channel (black line in Fig. 6b) and further illuminate these results by connection with the idea of resonant normal modes as illustrated in Fig 3. In the latter figure, the spacing between the horizontal light-blue lines increases as the channel width decreases. It follows that the possibility for resonance completely vanishes when the channel becomes too narrow. On the other hand, for Ly= 10 000 km (Fig. 3b), there are multiple intersections between the red circle and the horizontal light-blue lines; the intersections with the first and the third light-blue line from below correspond to the peaks n=1 and n=3 in Fig. 6b. If one chooses an even larger (and clearly unrealistic) channel width (Fig. 3c), one obtains a very large number of intersections between the red circle and the different light-blue lines. Translated to our strategy of diagnosing the amplitude as a function of continuous s, this would produce considerably more (and more densely spaced) peaks compared to those in Fig. 6b. In the limit Ly→∞, literally every real value for s would be associated with resonance.

4 Numerical solutions

In the light of our goal to investigate jet-like basic states, we now turn attention to numerical solutions. The strategy for resonance detection will remain the same as in the previous section.

4.1 Constant basic state

We start with validating our numerics by considering a constant basic state u0=U=const and comparing the numerical solution with the corresponding analytical solution. Using Ly=3000 km, we obtain the result shown in Fig. 7. Comparison with Fig. 4 indicates that the overall behavior is very similar. In particular, the location of the resonant peaks in Fig. 7a is exactly where expected from Eq. (39) with n=0, 1, 3, 5, …, and the dependence on R in both panels of Fig. 7 is qualitatively similar as in the analytical solution from Fig. 4. Admittedly, the numerical solution does not quite reproduce the exact behavior in the neighborhood of the n=0 resonance. A closer examination indicates that this is presumably due to the finite meridional width of the forcing in the numerical model configuration. Overall, however, we consider the agreement between the analytical and the numerical solution as very satisfying, thus providing credibility to our numerics.

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Figure 7Same as Fig. 4, except for the numerical (instead of the analytical) solution.

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4.2 Transition from constant to jet-like wind profiles

We now turn to the core of our analysis and consider more realistic jet-like wind profiles u0(y). The model configuration for this set of experiments in illustrated in Fig. 1d. The latitudinal variation of u0(y) precludes a general analytical solution, but the numerical solution remains straightforward.

In contrast to earlier, we now restrict our attention to fully transparent boundary conditions at the meridional boundaries. Basically, we aim to learn whether and to what extent the flanks of the jet themselves have partly reflecting properties, and this would be confounded if we included reflection at the meridional boundaries. We posit that any amount of wave activity that manages to escape the jet region can freely propagate away towards infinity in the meridional direction. Hence, we set R=0 at the meridional boundaries as a natural choice for this set of experiments. We also make sure that the entire jet is contained in our computational domain, which means that u0 transitions to a practically constant wind profile close the meridional boundaries. Incidentally, for any such wind profile our results should not depend on the meridional width of the domain owing to the fully transparent boundaries. We checked this prediction and found that, indeed, the numerical solutions are practically independent of the choice of Ly.

In all considered cases, our background wind is specified to be a Gaussian westerly jet superimposed on a constant U>0,

(40) u 0 ( y ) = U + ( u max - U ) e - y 2 / ( 2 σ J 2 ) ,

with U>0 and umaxU, and where σJ represents the width of the jet. This choice implies u0>0 everywhere and, thus eliminates any possible singularity in Eq. (13). In addition, it implies that barotropically unstable modes must have a positive phase velocity according to Howard's semicircle theorem (e.g. Kundu1990); our focus on forced stationary solutions thus excludes barotropically unstable modes.1

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Figure 8Numerical analysis for different basic states with increasing jet-like meridional variation of u0(y) in a zonally periodic domain with fully transparent meridional boundaries. The top row shows the zonal wind u0(y); the second row shows the stationary wavenumber K^s(y), where the negative values (shading) represent minus the imaginary part of K^s; the third shows the maximum amplitude maxy|ψ^| as a function of s; the fourth row shows the phase of ψ^ at y=0 as a function of s; and the bottom row shows the pattern of the normalized perturbation streamfunction at the value of s that corresponds to the peak in the amplitude plot (third row). The plot conventions in the bottom row are the same as in Fig. 5. Key characteristics sres and Q of the solution are provided in the panels of the middle row.

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In our attempt to understand the transition between a constant basic state and a jet-like basic state, we change the amplitude of the jet but keep its width constant at σJ=500 km. The three wind profiles used are shown in the top row of Fig. 8. The first one in Fig. 8a is a constant wind u0=U=10 m s−1 (as before, i.e., no jet at all), the second one in Fig. 8b is a weak jet with umax = 16 m s−1, and the third one in Fig. 8c is a strong jet with umax = 30 m s−1.

The resulting resonant behavior is presented in the third row of Fig. 8. In all three cases there is only one single peak. The interpretation of the peak in Fig. 8g is straightforward thanks to our previous analysis of the analytical solution: the sharp peak represents the n=0 resonance (see the blue line in Fig. 4a), and there cannot be any further peak representing n>0 because of our fully transparent meridional boundaries. Interestingly, both the location and the character of the peak changes as one proceeds from the constant U to the strong jet (Fig. 8g, h, and i). Based on the experience from the previous section, the somewhat more gradual shape of the peak in Fig 8i is reminiscent of a n=1 resonance in a partly reflecting channel. This interpretation is supported by the phase behavior in the second-to-last row (Fig 8l versus Fig 8j). At the same time, the weak jet in the middle column of Fig. 8 represents a situation which is intermediate between the constant wind and the strong jet.

We designed a metric Q which is meant to measure the “quality” or “strength” of the resonance. This is achieved by quantifying the sharpness of the peak in the functional dependence of f(s)=(maxy|ψ^|)(s) as shown in the third row of Fig. 8. We first determine sres as the wavenumber at which the function f(s) maximizes, and then we define

(41) Q = 2 f ( s res ) f ( s res - 1 ) + f ( s res + 1 ) - 1 .

The diagnostic is designed such that Q=0 if f(s) is a constant function, and Q increases to the extent that the maximum represents an increasingly narrow peak. The value Q=1 is reached when (for a symmetric peak) the maximum value is twice as large as the ambient values at a distance Δs=±1. This value (Q=1) can be taken as a meaningful threshold for the occurrence of resonance in meteorological applications. The Q-values for the three basic states in Fig. 8 are provided in the respective panels in the third row. Apparently, the n=0 peak in the left column is very sharp resulting in a very high value Q≫1. By contrast, the weak jet is associated with a value Q<1, while the strong jet has Q>1. The latter behavior is consistent with the conventional wisdom that stronger jets are better waveguides, implying a stronger tendency for resonant behavior.

Can we “understand” the transition between the solutions shown in the three columns in Fig. 8? The n=0 resonance visible in the left column gets weaker to the extent that the wind profile has an increasing amount of latitudinal variation, and this happens presumably for two reasons. First, the value of sres in Eq. (39) for n=0 turns less well defined to the extent that the basic state wind is not a constant any longer. At the same time, the latitudinal variation of u0 prevents a unique value of l in Eq. (36). As a consequence, the condition l=0 can be satisfied only at one specific latitude rather than within a whole range of latitudes. Second, we posit that the flanks of a jet are associated with at least partial reflection R>0, with increasing values of R for increasing jet strengths (Manola et al.2013; Wirth2020; Harnik and Wirth2025). Figure 6a suggests that the width of the n=0 resonant peak decreases as the value of R increases, and this means that the n=0 resonant peak gets less dominant. At the same time, as one starts to build a jet, this jet is associated with an increasing amount of reflection, and one starts to obtain an n=1 resonant peak; the strength of this peak should increase for stronger values of R (Fig. 4a) and, hence, for stronger jets. This interpretation is supported by the fact that the peak in Fig. 8i is rather wide, while the peak in Fig. 8g is very sharp – consistent with the different shapes of the peaks for n>0 versus n=0 in our analytical solutions from the previous section. In summary, we suggest that there is a gradual “blend-out” of the n=0 peak and a gradual “blend-in” of an n=1 peak as one proceeds from the constant wind to the strong jet. Apparently, the solution for the weak jet in the middle column of Fig. 8 lies somewhere in between these two extremes.

The interpretation offered above is consistent with the patterns of the perturbation streamfunction for the three solutions (bottom row in Fig. 8). The constant basic state (Fig. 8m) shows – by design – the behavior from the corresponding analytical solution (Fig. 5h). The other two scenarios (Fig. 8n and o) show an increasing amount of confinement of wave activity to the jet-region, with outgoing plane waves beyond the jet region. In particular, the pattern in Fig. 8o is reminiscent of the pattern of the analytical solution for a partly reflecting (or partly leaking) channel from Fig. 5d. Note also, that the wave pattern in Fig. 8o resembles the jet pattern in Fig. 8c regarding its meridional structure.

4.3 Interpretation in terms of partial reflection at the periphery of the jet flanks

We now aim to corroborate the interpretation of the resonant behavior for the strong jet case (right column of Fig. 8) in terms of approximate partial reflection at an internal interface at the periphery of the jet flanks. As mentioned earlier in connection with Eq. (17), the two key variables in this equation are K^s and s, determining whether the local character of the solution is wavelike or exponential. Let us apply this diagnostic concept with the help of Fig. 8e and f. For those values of s2 that lie between the relative maximum of K^s2 at the jet core and the relative minimum of K^s2 at the jet's flank, the character of the solution switches from wavelike in the jet core to exponential at the jet periphery. The stronger the jet, the larger is the corresponding range of wavenumbers. We hypothesize that the “exponential regions” at the jet's periphery act as partial reflectors and, hence, generate a certain amount of waveguidability.

Let us shed more light on this hypothesis. We assume that for both subdomains y>0 and y<0 the total perturbation streamfunction consists of two parts: the transmitted part ψtrans which is able to leave the domain, and the remainder ψrefl which participates in the reflection, i.e.,

(42) ψ = ψ refl + ψ trans .

Close to northern meridional boundary, the transmitted part has the form of an outgoing plane wave, i.e.,

(43) ψ trans = ψ ^ trans e i ( k x + l y ) .

This part of the solution is obtained by, first, computing l from Eq. (36) with u0(±Ly/2) substituted for U, and then inferring ψ^trans from the known full solution at the domain boundaries. The reflected part ψrefl is then obtained from Eq. (42). This procedure is carried through separately for the two subdomains y>0 and y<0.

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Figure 9Normalized streamfunction from the two jet-like basic states of Fig. 8, but with the outgoing plane-wave parts of the solution subtracted. (a) Weak jet from the middle column of Fig. 8, (b) strong jet from the right column of Fig. 8. The solid and dashed black contours depict the values ±0.03. The numerical factor used for normalization is the same as in Fig. 8n and o, respectively.

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The pattern of the resulting ψrefl is shown in Fig. 9 for the two jet-like wind profiles from the middle and right column in Fig. 8. Apparently, there is very little phase tilt with latitude in ψrefl. The behavior is consistent with the notion that this part of the solution is associated with reflection at a latitude somewhere between the middle of the domain and the domain boundaries, resulting in a modal pattern of streamfunction (cf. Fig. 2). In fact, one may associate the reflected part ψrefl with an effective channel width by estimating the latitudes at which the amplitude goes to zero. In Fig. 9b, this happens at y±1200 km; thus the effective channel width associated with this jet is Ly≈2400 km. Note that this value is considerably larger than the meridional extent of the “jet cavity” where K^s2sres2, and that this is expected according to what we mentioned in the text behind Eq. (17). Furthermore, the stronger jet (Fig. 9b) is associated with a considerably stronger ψrefl than the weaker jet (Fig. 9a), and this is consistent with the accepted wisdom that stronger jets are a better waveguides.

To the extent that our strong jet produces partial reflection and a mode-like behavior in the core of the jet, we should be able to relate this interpretation to the analytical solution in a reflecting channel with constant U. More specifically, we aim to predict the resonant wavenumber from Eq. (27). Using the above estimate of the effective channel width Ly≈2400 km and the value of K^s7 close to the jet core (Fig. 8f), we obtain a single resonant wavenumber for n=1 at sres≈3.8, which happens to be identical to the diagnosed value of sres=3.8 in Fig. 8i. To be sure, the estimated value of sres sensitively depends on the chosen values for Ly and K^s, none of which are well-defined in the jet-scenario. Yet, we consider this result as a “sanity-check”, adding confidence to our interpretation in terms of partial reflection at a latitude close to the periphery of the jet's flanks.

It is also illuminating to shift the orography in the meridional direction away from the jet. More specifically, we extend the southern part of the domain to y=-5000 km and shift the pseudo-orography to y=3000 km. The forcing thus lies outside of the jet, in a region with constant wind u0=10 m s−1. For any s<5.7 we expect that locally there must be two plane waves emanating from the new forcing location similar as in Fig. 5g. However, the wave that travels northward is going to encounter the jet. Based on the earlier results from this subsection, one may expect multiple reflection between internal interfaces located at the periphery of the jet flanks such that only part of the wave activity is able to escape the jet region and leave the domain through the northern boundary. If the zonal wavenumber of the forcing happens to be s=3.8, these multiply reflected waves should interfere constructively resulting in increased wave amplitudes at the jet latitude. Indeed, this is exactly what our numerical solution shows (Fig. 10). Apparently, the presence of the jet is able to generate a modal structure within the jet region; this effectively channels wave activity in the zonal direction and, thus, leads to increased wave amplitudes owing to repeated superposition thanks to the periodic boundaries. Note that the magnitude of this maximum response in the jet core turns out to be considerably smaller (viz., only one third) compared to the value obtained in Fig. 8i; however, this is qualitatively to be expected, because the shifted forcing has a smaller projection on the resonant mode (cf. Fig. 8o).

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Figure 10Normalized streamfunction for the strong jet similar as in the right column of Fig. 8, except that the latitude of the forcing was shifted southward by 3000 km. The zonal wavenumber was chosen to be s=3.8 and, thus, to correspond to the resonant wavenumber for this jet (see Fig. 8i).

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4.4 Varying the jet width

Finally, we consider the resonant behavior for jet-like wind profiles as the width σJ of the jet varies while its amplitude umax is kept constant (Fig. 11). In this set of experiments, both the domain width Ly and the value of D̃ in Eq. (8) are varied in the same proportion as σJ; this device guarantees that the meridional extent of the orography is always considerably smaller than the jet width and, at the same time, the orography is numerically well resolved in each experiment.

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Figure 11Numerical analysis in a domain with fully transparent meridional boundaries for different basic state profiles with a Gaussian jet of varying width: σJ=250 km (left column), σJ=750 km (middle column), and σJ=2500 km (right column). Plot conventions are like in Fig. 8.

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There is a wide range of behavior of the refractive index across the three experiments depicted in Fig. 11. The function K^s(y) shows a relative maximum at the jet latitude for the narrow and the intermediate jet, but a relative minimum for the wide jet (note that the our wide jet is unrealistic in the sense that it would not fit into the midlatitudes on planet Earth). The relative minimum in this case can be explained by noting that in the wide-jet limit the second derivative of the wind profile can be neglected in Eq. (4); the stationary wavenumber squared becomes

(44) K s 2 ( y ) β u 0 ( y ) ,

from which one obtains a local minimum of K^s(y) at the jet core. By contrast, in the narrow jet limit the stationary wavenumber squared scales like

(45) K s 2 - 1 u 0 d 2 u 0 d y 2 1 Δ jet 2 .

In this case one expects a sharp relative maximum of K^s(y) at the jet latitude that scales like Δjet-1.

In case of the wide jet, K^s=3.5 in the jet core (Fig. 11f), and this value is identical to the location of the resonance (sres=3.5, Fig. 11i). In other words, sres=K^s(0), and this implies n=0 according to Eq. (27). Indeed, this result is broadly consistent with the qualitative behavior of the phase (fourth row), which suggests a transition from an n=1 resonance for the intermediate jet to an n=0 resonance for the wide jet. Moreover, as we increase the width of the jet even further (not shown), the quality-measure Q of the resonant peak increases substantially, consistent with the very sharp peak of our analytical solution in the constant wind case with R=0 (blue line in Fig. 4). As we will argue below, the scenario of our wide jet is unlikely to be relevant in practice, but the consistent interpretation is nevertheless satisfying.

By contrast, the solution for the intermediate jet in the middle column of Fig. 11 has the flavor of a first (n=1) meridional mode. As discussed in the previous section, this mode is established through reflection of wave activity at the periphery of the jet flanks. The fact that the resonant peak is located at a very similar wavenumber for the intermediate and for the wide jet (Fig. 11h and i) must be considered as fortuitous: apparently, the change of K^s(y) and the change of the “effective channel width” nearly compensate each other.

Let us finally turn to the narrow jet in the left column of Fig. 11. Figure 11g shows a single resonant peak at roughly the same wavenumber as for the intermediate jet (Fig. 11h), but the sharpness (i.e., the Q-value) of the peak is considerably lower. The weakness of the resonance appears plausible in view of Fig. 3: given that the width of an “equivalent reflecting channel” would be only about 1000 km, this should actually prevent the existence of a stationary normal mode and, hence, the occurrence of a well-defined resonant peak. Of course, this argument has to be taken with a grain of salt, since the narrow jet cannot possibly be modelled through a constant wind in a quantitative manner.

5 Summary and conclusions

In the current paper, we discussed a novel method to diagnose Rossby wave resonance for idealized jets on a beta-plane in order to deepen our understanding for this phenomenon and to pave the way towards the application in observed episodes. Regarding our framework we follow earlier work and consider the barotropic model, linearized about a zonally symmetric basic state. The system is subject to forcing with a fixed zonal wavenumber s, with a narrow extent in the meridional direction, and with a maximum at the jet latitude. For our jet experiments we use fully transparent meridional boundaries corresponding to a radiation condition. The stationary solution is obtained through straightforward numerical methods. We then systematically vary the value of s while keeping the amplitude of the forcing fixed, and analyse how the solution changes as a function of s. Whenever the solution features a pronounced peak in amplitude at some value of s and the phase crosses the value π/2 with a steep slope, we associate the underlying basic state with a considerable potential for resonance. Finally we quantify the strength of resonance by the sharpness of the peak in amplitude. In addition to the numerical solutions for jet profiles, we considered a number of analytical solutions for special cases, helping us to interpret our numerical solutions.

Our main results are as follows:

  • We did obtain weakly resonant behavior for various model configurations and basic states considered as representative for a circumglobal midlatitude jet. It follows that the waveguiding properties of such jets are strong enough to allow a weak form of resonance to the extent that the waves are not subject to other forms of damping.

  • Even a good zonal waveguide in the form of a strong jet is not associated with a true singularity in wave amplitude at the resonant wavenumber; rather, the wave amplitude remains finite instead of going to infinity, despite our focus on inviscid wave dynamics. This behavior is consistent with the findings of Harnik and Wirth (2025), who showed that a jet behaves qualitatively like a leaky channel. It follows that the question of Rossby wave resonance should not be framed as a binary question (resonance: yes or no?); rather it is more appropriate to talk about the “strength of resonance” or the “propensity to resonance”. The situation is similar as with the concept of a waveguide, which more appropriately is framed in terms of a “waveguidability” (Manola et al.2013; Wirth2020).

  • For all jets with Earth-like dimensions we obtained one single resonant peak, occurring at one specific wavenumber sres. In most cases, the resulting streamfunction was characterized by enhanced values in the jet region and outgoing plane wave behavior away from the jet region. These solutions could be interpreted as an approximate realization of the first meridional mode arising from partial reflection off a region at the jet's periphery. The dominance of the first meridional mode in our results and the similarity in meridional structure between the wave and the jet are consistent with anecdotal evidence from observations, which show large amplitude wave trains following the jet (e.g., Fig. 1 in White et al.2022). However, according to our experience there may be other large-amplitude wave episodes that show a more complex meridional structure, pointing to open questions to be addressed in the future.

  • The absence of higher meridional modes is fundamentally related to the anisotropy of a jet, i.e., to the fact that its zonal scale is much larger than its meridional scale. It can be understood with reference to resonance in a narrow reflecting channel on a constant basic state wind. In that case, the condition for resonance represents a constraint which only allows specific combinations of the zonal and the meridional wavenumbers. Both wavenumbers are quantized, and the narrowness of the channel implies that only the first meridional mode can be associated with resonance (if at all) for realistic scales.

  • In the light of the previous two items, it appears that the notion of internal interfaces with partial reflection is a better approximation to describe the meridional propagation of Rossby waves along a jet than the framework of gradual variation of the basic state.

  • Even for the extreme case of a constant basic state wind with partly or fully transparent meridional boundaries, our solutions showed a sharp resonant peak. These solutions corresponds to the meridional mode with n=0. The resonant peak in this case is not generated through reflection of wave activity in the meridional direction; rather, it is due to the fact that a constant basic state allows a plane wave solution with purely zonal wave activity propagation – at least for that part of the solution that is not reflected off the meridional boundaries. Purely zonal propagation has the same effect as a perfect zonal waveguide, which explains the occurrence of a resonant peak. However, this scenario is unlikely to be important in practice, because a latitude-independent wind profile is a poor representation of typical midlatitude conditions. Moreover, this effect does probably not have a straightforward equivalent in spherical geometry.

  • Despite its strong idealizations, the Charney-Eliassen model turns out to be a surprisingly good guide to estimate resonant behavior. Assuming that the channel width in this model is chosen to correspond to the meridional scale of the jet, the Charney-Eliassen solution yields either one resonant peak, or none (when the jet width is too small). These predictions correspond well to the results from our numerical solutions, which show generally one resonant peak, but for which the sharpness of the peak becomes very small for very narrow jets.

Obviously, this study comes with caveats and limitations that need to be kept in mind:

  • We restricted our analysis to inviscid Rossby waves on a circumglobal jet, representing favorable conditions for resonance. In reality, Rossby waves are subject to various forms of damping (in addition to the dispersion through jet leakiness), implying that the resonant response would be considerably weaker than documented in our analysis (cf. Harnik and Wirth2025). Similarly, we expect the resonant behavior to be considerably less pronounced than one might conclude from our analysis to the extent that the jet is not circumglobal.

  • We used Cartesian geometry, which implies a symmetry between the northward and the southward direction. By contrast, in spherical geometry there is a natural tendency for equatorward wave propagation, which has no equivalent in Cartesian geometry.

  • We only considered stationary solutions. This means that we did not address the question how long it takes until the steady state has been established. To the extent that the stationary solution is characterized by a sharp resonant peak, a sudden change in the basic state may lead to a substantial change in the wave amplitude during the subsequent transient adjustment, and it would be important to further investigate such a transient scenario.

  • We focused on the jet region proper and assumed that any wave activity that leaves the jet region propagates further away and does not return towards the jet. In other words, we neglected reflection from any region outside of the jet region. In particular, we did not address the question of whether and to what extent a critical level located in the subtropics may effectively act as a reflecting surface (Held1983).

One may question the whole idea of using a linear barotropic model to obtain information about the real atmosphere. Baroclinicity and nonlinear effects may be relevant and have an impact, such that any results from our study must be taken with a grain of salt. On the other hand, the claim of Rossby wave resonance being a major mechanism for large-amplitude waves as put forth in recent years is based on barotropic linear theory (Petoukhov et al.2013; Kornhuber et al.2017b). In our eyes, this makes it worthwhile to understand linear barotropic Rossby wave resonance to its fullest extent. In fact, mapping out the points of linear resonance may help to understand nonlinear behavior including multiple equilibria. To be sure, “it is the nonlinearity that produces the locking to a near resonant state” (Charney and DeVore1979) – but the knowledge of the linear resonances may still be useful towards a comprehensive understanding of the nonlinear system.

In our future work we plan to add realism by moving to spherical geometry, including wave damping, and using basic states derived from observations. This will allow us to asses the relevance and applicability of resonance analyses based on barotropic channel models, as have been used in the recent literature.

Overall we conclude that Rossby waves on a midlatitude jet may be subject to a weak form of resonance, provided that the jet is truly circumglobal and that wave damping is small. Given that the zonal scale of the jet is much larger than its meridional scale, one may expect resonance at no more than one zonal wavenumber sres. This single resonant peak is associated with the first meridional mode; it is established through partial reflection of wave activity at the periphery of the jet flanks, and this implies that the meridional structure of the wave broadly resembles the meridional structure of the jet.

Appendix A: Singular limit of the analytical solution for l→0

For any R<1, the term (1+ReilLy) in the denominator of Eqs. (34) and (35) is nonzero, and both A and B blow up individually in the limit l→0. In addition, the two coefficients satisfy

(A1) | B | = R | A | ,

which implies that there cannot be a systematic cancellation between the two terms on the right hand side of Eq. (33). It follows that the solution for R<0 tends to infinity in the limit l→0.

The situation is distinctly different for R=1. In this case, the coefficients can be rewritten as

(A2)A=if0De-ilL4lcos(lL),(A3)B=-if0DeilL4lcos(lL),

with L=Ly/2. This implies |A|=|B|, which opens the possibility that the two terms on the right hand side of Eq. (33) cancel each other. Indeed, substitution of these expressions for A and B into Eq. (33) yields

(A4) ψ ^ ( y ) = i f 0 D 4 l cos ( l L ) e - i l ( L - y ) - e i l ( L - y ) = f 0 D 2 l cos ( l L ) sin l ( L - y )

for y≥0 (and a similar expression for y<0). Thus, in the limit l→0, one obtains

(A5) ψ ^ ( y ) ( f 0 / 2 ) D ( L - y ) , y 0 , ( f 0 / 2 ) D ( y + L ) , y < 0 .

The latter expression does not contain the parameter l any longer, so it is well-behaved and remains finite in the limit l→0. Note that this solution satisfies the correct boundary condition ψ=0 at y=±Ly/2 (see Fig. 5b).

Code availability

The code used for this paper is available from the first author upon request. A more practical spherical coordinates version used in the follow-up study will be published along with that future paper.

Data availability

This work is based on idealized model simulations which do not use any external data.

Author contributions

The first author designed the study, carried out the model experiments, and drafted the paper. The second author made essential contributions through repeated discussions about the scientific content of the paper and suggestions for improvement of the text.

Competing interests

At least one of the (co-)authors is a member of the editorial board of Weather and Climate Dynamics. The peer-review process was guided by an independent editor, and the authors also have no other competing interests to declare.

Disclaimer

Publisher's note: Copernicus Publications remains neutral with regard to jurisdictional claims made in the text, published maps, institutional affiliations, or any other geographical representation in this paper. The authors bear the ultimate responsibility for providing appropriate place names. Views expressed in the text are those of the authors and do not necessarily reflect the views of the publisher.

Acknowledgements

We acknowledge very helpful comments by Dr. Michael Riemer on an earlier version of this paper. In addition we are grateful to the editor, Sebastian Schemm, and two anonymous reviewers for their insightful comments, which led to considerable improvements of the presentation.

Financial support

This open-access publication was funded by Johannes Gutenberg University Mainz.

Review statement

This paper was edited by Sebastian Schemm and reviewed by two anonymous referees.

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1

Of course, instability may be another important mechanisms for wave growth – be it barotropic instability in the barotropic model, or baroclinic instability in a more realistic framework. However, in connection with Rossby wave resonance in observed episodes the focus is often on stationary modes, since these are more likely to be associated with extreme weather than traveling modes (Fragkoulidis and Wirth2020). In the past, this focus was achieved through time averaging, like, e.g., by analysing monthly means (Petoukhov et al.2013) or by preprocessing the data with a 15 d running mean (Kornhuber et al.2017b). The focus on stationary modes is straightforward in our linear framework, because modes of different phase velocity are independent.

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It has been suggested that resonant amplification of Rossby waves along a circumglobal jet may be responsible for the occurrence of extreme weather. Given that the recent literature has produced some conflicting results, the current paper revisits the issue with a particular focus on the meridional structure of the wave. It is found that generally no more than one zonal wavenumber can be expected to be associated with resonance. 
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