Introduction

Magnetic reconnection converts magnetic energy into plasma thermal and kinetic energy in laboratory, space, and astrophysical plasmas. Recently, NASA’s magnetospheric-multiscale (MMS) mission1 discovered a novel form of reconnection in the turbulent magnetosheath downstream of Earth’s bow shock2,3,4,5. These reconnection events, characterized by electron-scale current sheets with super ion-Alfvénic electron jets and no ion outflows, were named “electron-only” reconnection. The ions are decoupled from the system because of a limited spatial and temporal span dictated by the scale of turbulence eddies6,7,8,9. Electron-only reconnection has also been identified in other regions, including the bow shock transition layer10,11,12 and its foreshock13, Earth’s magnetotail14,15,16, macro-scale magnetic flux ropes17, reconnection exhausts18, dipolarization fronts19, and has been studied in laboratory experiments20,21,22,23. One pronounced feature of such reconnection events, which is not fully understood, is their higher rates in processing magnetic flux and releasing magnetic energy than standard reconnection.

Using particle-in-cell (PIC) simulations, Pyakurel et al.6 suggested that the transition from standard, ion-coupled reconnection to electron-only reconnection occurs when the system size is smaller than \(\sim {{\mathcal{O}}}(10)\) ion-inertial (di) scales, which appears to be consistent with MMS analyses3,4. In another independent numerical study, Guan et al.24 showed that the ion gyro-radius (ρi) is also critical in controlling this transition.

In light of these PIC simulations, in this work, we model the underlying physics that enables the faster flux transport in the electron-only regime, namely the electron outflow speed. This speed is not limited by the ion Alfvénic speed when ions are not coupled within the system, unlike that in the standard reconnection. The electron outflow speed not only determines the magnetic flux transport into the reconnection exhausts but also the geometry surrounding the electron diffusion region (EDR), where the magnetic flux frozen-in condition for electron flows is violated25,26,27. To derive this speed, the analytical model presented here incorporates both the dispersive nature of the electron jets within the Hall regime28,29,30 and the back pressure accumulated at the outflows. We found that both effects are encoded in the in-plane electric field, which is important to the acceleration of electrons. The resulting scalings of various key quantities in different system sizes compare well with those in PIC simulations. The leading outcome of this theory is the explanation of why the normalized electron-only reconnection rate appears to be bounded by a value \(\simeq {{\mathcal{O}}}(1)\) in a closed system, as seen in PIC simulations. Besides, it also predicts a higher upper bound value 4.28 if the outflow boundary is open.

Results

To highlight key features critical to the rate determination, we carry out 2D PIC simulations of magnetic reconnection in plasmas of realistic proton-to-electron mass ratio mi/me = 1836. We employ the setup of case A by Pyakurel et al.6 that has a guide field Bg = −8Bx0, where Bx0 is the reconnecting component. The ion βi = 3.54 and electron βe = 0.35. These are chosen based on the parameters of the MMS electron-only event2, but with five different system sizes, Lx × Lz = 1.28di × 2.56di, 2.56di × 2.56di, 3.84di × 3.84di, 5.12di × 5.12di, and 7.68di × 7.68di. Details of the simulations setup are in the “Methods” section. The units used in the presentation include the ion cyclotron time \({\Omega }_{{{\rm{ci}}}}^{-1}\equiv {({{\rm{e}}}{B}_{x0}/{m}_{{{\rm{i}}}}c)}^{-1}\), the in-plane ion Alfvén speed \({V}_{{{\rm{Ai}}}0}={B}_{x0}/{(4\pi {n}_{0}{m}_{{{\rm{i}}}})}^{1/2}\) based on the upstream density n0, and the ion inertial length \({d}_{{{\rm{i}}}}\equiv c/{(4\pi {n}_{0}{{{\rm{e}}}}^{2}/{m}_{{{\rm{i}}}})}^{1/2}\).

Character of “electron-only” reconnection

PIC simulations capture electron-only reconnection when the ___domain size is small enough. Figure 1 shows the essential features in the Lx = 2.56di case. The electron outflow speed Vex (Fig. 1a) indicates active transport of reconnected magnetic flux. Unlike in ion-coupled standard reconnection, it is evident that ion outflows Vix do not develop in Fig. 1b. Interestingly, electron-only reconnection has a higher reconnection rate than the standard reconnection rate of \({{\mathcal{O}}}(0.1)\)31,32,33,34, as shown in Fig. 1e. This is somewhat expected because magnetic flux transport is now not limited by the ion Alfvén speed, as in the ion-coupled reconnection, but by the faster electron Alfvén speed since ions are not magnetized/coupled within the small ___domain. Naively, if the estimate of the typical EDR aspect ratio  ~0.1 times the ratio of the electron Alfvén speed \({V}_{{{\rm{Ae}}}0}={B}_{x0}/{(4\pi {n}_{0}{m}_{{{\rm{e}}}})}^{1/2}\) and the ion Alfvén speed VAi0 is used, we get the normalized reconnection rate

$$R\equiv \frac{c{E}_{{{\rm{R}}}}}{{B}_{x0}{V}_{{{\rm{Ai}}}0}}\simeq 0.1\times \frac{{V}_{{{\rm{Ae}}}0}}{{V}_{{{\rm{Ai}}}0}}=0.1\times \sqrt{1836}\simeq 4.28$$
(1)

where ER is the reconnection electric field. Note that, throughout this paper, the subscript “0” is reserved for upstream asymptotic values. This R value, however, is too high compared to the simulation results, as shown in Fig. 1e. The rate only gets closer to unity \({{\mathcal{O}}}(1)\), and a scaling law has not been developed yet.

Fig. 1: Key features in the Lx = 2.5di case and reconnection rates.
figure 1

a Electron outflow speed Vex overlaid with the contour of the in-plane magnetic flux ψ. Note that the entire ___domain is smaller than the typical ion diffusion region (IDR) in standard reconnection. b Ion outflow speed Vix overlaid with the separatrices in dashed black. The red box of size 2Le × 2δe marks the electron diffusion region (EDR). The corners (such as point “6”) of the green box of size 2L0 × 2δ0 mark the locations downstream of which the exhaust opening angle quickly decreases to 0. c Cuts of VexVix and the E × B drift speed along the z = 0 line. The (red and green) dashed vertical lines mark the outflow boundaries of the EDR and the green box in (b), while the magenta dashed horizontal line denotes the limiting speed. d In blue the electron Alfvén speed based on the local Bx and ne as a function of z at x = 0. In gray the electron inflow speed Vez × 20. In green the electron density ne × 43. In purple the peak velocity Vex,peak from (c). The red shaded band marks the EDR. e Reconnection rate R as a function of time for simulations of different system sizes. The rates in our simulations are computed from R = (∂Δψ/∂t)/Bx0VAi0 where Δψ is the magnetic flux difference between the X-line and the O-line. Note that ∂Δψ/∂t = cER, the reconection electric field, in 2D systems. The gray dashed horizontal line indicates the typical rate of ion-coupled standard reconnection31. The transparent color circles mark the time of these Vex contours in Fig. 2.

To address this issue, one key observation is that the limiting speed is actually much lower than the asymptotic electron Alfvén speed VAe0. Figure 1c shows cuts of the x-direction electron flow velocity Vex in blue, ion flow velocity Vix in red, and the E × B drift velocity in black along the midplane (z = 0). Electrons reach a peak outflow speed Vex,peak 0.15VAe0 when they exit the EDR (the red box in Fig. 1b). This Vex,peak value (also shown as the purple horizontal line in Fig. 1d) is, instead, close to the electron Alfvén speed based on the local Bx at the EDR-scale in the nonlinear stage; this can be seen by comparing it with the blue line in Fig. 1d near the edge of the red shaded vertical band of de-scale. We will denote this relation by \({V}_{{{\rm{e}}}x,{{\rm{peak}}}} \sim {V}_{{{\rm{Ae}}}}\equiv {B}_{x{{\rm{e}}}}/{(4\pi n{m}_{{{\rm{e}}}})}^{1/2}\).

Farther downstream in Fig. 1c, Vex plateaus to a super ion Alfvénic value of 1.7VAi0 that is only 4% of the asymptotic electron Alfvén speed VAe0. This critical speed limits the flux transport. The time evolution of the electron outflow velocity Vex cuts (Fig. 2b), demonstrates the development of the plateauing of Vex after the reconnection rate also reaches its plateau (Fig. 1e). Similar Vex plateaus (of different values) also develop in other four simulations of different system sizes, as shown in rest panels of Fig. 2. Note that the plateau in the smallest system (Lx = 1.28di) in Fig. 2a is less clear due to the back-pressure that will be discussed later. Overall, it is expected that a lower flux transport speed leads to a reconnection rate lower than the estimation in Eq. (1). We will denote this limiting speed as \({V}_{{{\rm{out}}},{{\rm{e}}}}{| }_{{L}_{0}}\), which is, the electron outflow speed at a distance L0 downstream of the X-line. Farther downstream of this ___location, the exhaust opening angle quickly decreases to 0, as marked in Fig. 1b.

Fig. 2: Limiting speed of the flux transport.
figure 2

The time evolution of Vex cuts at z = 0 overlaid on top of Vex contour in simulations of box sizes a Lx = 1.28di b Lx = 2.56di c Lx = 3.84di d Lx = 5.12di e Lx = 7.68di. The value of these Vex curves can be read by the axis at the right boundary of each panel and the magenta dashed horizontal line shows the representative plateau speed. The time of these Vex cuts is shown on top of each panel while the time of the Vex contour is marked by the corresponding transparent color circle in Fig. 1e. The separatrices are marked in solid black. The red-shaded band marks the electron diffusion region (EDR). The corners of the green boxes denote the locations downstream of which the exhaust opening angle quickly decreases to 0.

The limiting speed of the flux transport

The first goal is to derive this limiting speed \({V}_{{{\rm{out}}},{{\rm{e}}}}{| }_{{L}_{0}}\). We start from the electron momentum equation in the steady state

$$n{m}_{{{\rm{e}}}}{{{\bf{V}}}}_{{{\rm{e}}}}\cdot \nabla {{{\bf{V}}}}_{{{\rm{e}}}}=\frac{{{\bf{B}}}\cdot \nabla {{\bf{B}}}}{4\pi }-\frac{\nabla {B}^{2}}{8\pi }-{{\rm{e}}}n{{\bf{E}}}-\nabla \cdot {{\mathbb{P}}}_{{{\rm{e}}}}.$$
(2)

The term on the left-hand side (LHS) is the electron flow inertia. The terms on the right-hand side (RHS) are the magnetic tension force, magnetic pressure gradient force, electric force, and the divergence of the electron pressure, respectively. Note that the ion flow velocity Vi electron velocity Ve condition (i.e., ions do not carry the electric current J) and Ampère’s law were used to turn the Lorentz force—eVe × B/c J × B/(nc) into the two magnetic forces in Eq. (2). Balancing the electron flow inertia with the magnetic tension B B/4π will lead to an electron jet moving at the electron Alfvén speed. However, the jet can be slowed down by other terms on the RHS, especially the in-plane electric field E. One important source is the Hall electric field EHall = J × B/enc that arises from the separation of the lighter electron flows from the much heavier ion flows. EHall acts to slow down electrons and speed up ions to self-regulate itself35; thus, we expect Ex pointing in the same direction as the outflows that slow down the electron jet36,37.

To quantify this phenomenon, we take the “finite-difference approximation” of Eq. (2) at point “1” in Fig. 3a. In the x-direction, the momentum equation reads

$$\frac{n{m}_{{{\rm{e}}}}{V}_{{{\rm{e}}}x3}^{2}}{2{L}_{0}}\simeq \frac{{B}_{z1}}{4\pi {\delta }_{0}}2{B}_{x7}-\frac{{B}_{z3}^{2}}{8\pi {L}_{0}}-{{\rm{e}}}n{E}_{x1},$$
(3)

where the targeted quantity Vex3 is Vex at point “3”, etc. Being similar to the analysis from Fig. 1c of Liu et al.38, this equation, moreover, includes the in-plane electric field critical to the acceleration of electron outflows within the Hall region. This approach allows one to derive the algebraic relation between key quantities while considering the magnetic geometry of the system35,38,39,40. Here, we ignored the electron pressure gradient and the \({B}_{y}^{2}\) gradient along path 2–3. These are justified since ΔPexx and \(\Delta ({B}_{y}^{2})/8\pi\) are relatively small37,41 compared to \({B}_{x0}^{2}/8\pi\) ( tension) in Fig. 3b.

Fig. 3: Quantities critical to the estimation of the in-plane electric field.
figure 3

a The out-of-plane magnetic field By (i.e., showing the Hall quadrupole signature) and the integral path of Eq. (4) in magenta. The red-shaded region marks the electron diffusion region (EDR), and the black solid curves trace the magnetic separatrices. Critical points and the separatrix slope (Slope = δ0/L0) used in the analysis are annotated. b The difference of pressures from their upstream asymptotic values for components ΔPixx (in green), ΔPexx (in yellow) and \(\Delta ({B}_{y}^{2})/8\pi\) (in blue) along the z = 0 line. For reference, \({B}_{x0}^{2}/8\pi\) is plotted as the gray dashed horizontal line. While the oscillation in the ΔPixx curve is unavoidable because of the noise in hot ions, the pressure depletion at the X-line is discernible.

To estimate Ex1, we analyze the steady-state Faraday’s law \(\oint {{\bf{E}}}\cdot d\overrightarrow{\ell }=0\) and the original momentum equation along the closed loop (2-3-4-5-2) in Fig. 3a. Unlike path 2–3, the flow inertia nmeVe Ve along the integral path 3-4-5-2 is negligible compared to B B/4π B2/8π = J × B/c enVe × B/c, so we can write

(4)

Term vanishes since Vey = 0 at the upstream; term vanishes because Vex = 0 along the inflow symmetry line. Terms and roughly cancel each other because \(\int{V}_{{\rm{e}}y}{B}_{x}dz\propto \int{J}_{y}{B}_{x}dz\propto \int({\partial }_{z}{B}_{x}){B}_{x}dz=\Delta ({B}_{x}^{2})/2\), which is \({B}_{x0}^{2}/2\) for the 3–4 and \(-{B}_{x0}^{2}/2\) for the 5–2 integral paths. This equation can then be approximated as

$$c\frac{{E}_{x1}}{2}{L}_{0}\simeq {V}_{{{\rm{e}}}x3}\int_{3}^{6}{B}_{y}dz-{B}_{y0}\int_{4}^{5}{V}_{{{\rm{e}}}z}dx.$$
(5)

The LHS used the fact that Ex increases monotonically from 0 at the X-line to point “3.” The first integral on the RHS holds because the outflow Vex is narrowly confined within the separatrices. In the next step, we further approximate \(\int_{3}^{6}{B}_{y}dz\simeq [({B}_{y6}+{B}_{y3})/2]{\delta }_{0}\). And, the last integral \(\int_{4}^{5}{V}_{{{\rm{e}}}z}dx\simeq \int_{3}^{4}{V}_{{{\rm{e}}}x}dz\simeq {V}_{{{\rm{e}}}x3}{\delta }_{0}\), since the particle fluxes going through sides 2–3 and 2–5 are negligible due to the symmetry shown in Fig. 3a and incompressibility is used. With the upstream By0By3 as in Fig. 3a, we can then combine the two terms on the RHS to derive

$${E}_{x1}\simeq \frac{{V}_{{{\rm{e}}}x3}}{c}({B}_{y6}-{B}_{y3})\frac{{\delta }_{0}}{{L}_{0}}\simeq \frac{4\pi n{{\rm{e}}}}{{c}^{2}}\frac{{\delta }_{0}^{2}}{{L}_{0}}{V}_{{{\rm{e}}}x3}^{2}.$$
(6)

Here the last equality used Ampère’s law (By6 − By3)/δ0 (4π/c)neVex3. We note that the electric field Ex1 is basically determined by the convection of the Hall magnetic quadrupole field (i.e., By6 − By3) and \({\int}_{23452}{{\bf{E}}}\cdot d\overrightarrow{\ell }=0\), as illustrated in Fig. 4a.

Fig. 4: Sources of the in-plane electric field Ex1.
figure 4

a The motional electric field  −Vex3ΔBy/c arising from the convection of the Hall magnetic quadrupole field ΔBy ≡ By − Bg, combined with the steady-state Faraday’s law \({\int}_{23452}{{\bf{E}}}\cdot d\overrightarrow{\ell }=0\); this corresponds to the f → 0 limit discussed in Eq. (7). b The ion back pressure accumulated within the plasmoid. Here the Pi contour is illustrated in green; this corresponds to the f → 1 limit discussed in in Eq. (7).

While this model mimics the characteristics of the electron current system of an idealized exhaust, it does not consider the effect of the closed boundary, which can be significant in a small system. In particular, the high ion pressure originating from the initial current sheet will accumulate into the plasmoid at a fixed ___location. With nearly immobile ions, where nmiVi Vi is negligible compared to other forces in the ion momentum equation, enE Pi37,41, as illustrated in Fig. 4b. In the small system size limit, one would expect that enEx1 (Pi3 − Pi2)/L0 can be easily of the order of \({B}_{x0}^{2}/(8\pi {L}_{0})\) due to the build-up of pressure within the plasmoid and the depletion of the pressure component xx at the X-line35, as shown by the central dip in the ΔPixx (green) curve of Fig. 3b.

Hence, we will impose a reasonable condition where the sum of the plasma and magnetic pressures completely cancels the magnetic tension in the Lx → 0 limit. This can be done by including this ion back pressure into the full Ex1 using a function f(Lx),

$${E}_{x1}\simeq \frac{4\pi n{{\rm{e}}}}{{c}^{2}}\frac{{\delta }_{0}^{2}}{{L}_{0}}{V}_{{{\rm{e}}}x3}^{2}+f\frac{{B}_{x0}^{2}-{B}_{z3}^{2}}{8\pi {L}_{0}n{{\rm{e}}}}.$$
(7)

We choose f(Lx) = sech(Lxf) so that, for Lx Δf then f → 0, corresponding to Fig. 4a. For Lx Δf then f → 1, where the outflow is shut off and the ion pressure gradient dominates, as in Fig. 4b. The length scale Δf will later be determined to be Δf = 1.28di, and the f-profile is shown in Fig. 5b. The ion–electron interaction is primarily mediated by the electric field within the Hall region. Hence, it seems appropriate to heuristically include the effect of ion back pressure into the electric field estimation.

Fig. 5: Predictions as a function of the system size Lx.
figure 5

a The normalized reconnection rate. b The profile f(Lx) = sech(Lx/1.28di) used for the black solid curves in other panels. c The limiting speed of flux transport. d The peak electron outflow speed. e The exhaust half-thickness. f The rate normalized to the electron diffusion region (EDR) quantities. The predictions with f(Lx) in (b) are shown as the black solid curves, while the green dashed curves have f = 0. Orange symbols are from the PIC simulations carried out in this paper. In (a), the blue symbols are from ref. 6. For comparison, the rough prediction from Eq. (1) is marked by the red dashed horizontal line, and R = 0.157 predicted for ion-coupled standard reconnection35 as the magenta dashed horizontal line. In (c) and (d), the maximum plausible electron outflow value, VAe0, is marked as red horizontal dashed lines.

Plugging Eq. (7) back to Eq. (3), and realizing Bz1 Bz7 (δ0/L0)Bx7, the separatrix slope Slope δ0/L0Bz3 2Bz1Bx7 Bx6/2, and Bx6 Bx0 from the magnetic field line geometry (see the flux function contour in Fig. 1a), we obtain the limiting speed

$${V}_{{{\rm{out}}},{{\rm{e}}}}{| }_{{L}_{0}}={V}_{{{\rm{e}}}x3}\simeq \frac{{d}_{{{\rm{i}}}}}{{\delta }_{0}}{V}_{{{\rm{Ai}}}0}\sqrt{\frac{(1-{S}_{{{\rm{lope}}}}^{2})(1-f)}{2+{({d}_{{{\rm{e}}}}/{\delta }_{0})}^{2}}}.$$
(8)

A critical feature in Eq. (8) is \({V}_{{{\rm{out}}},{{\rm{e}}}}{| }_{{L}_{0}}\propto {\delta }_{0}^{-1}\), which provides a faster jet in a narrower exhaust. Without the corrections gathered within the square root, if δ0 → de then \({V}_{{{\rm{out}}},{{\rm{e}}}}{| }_{{L}_{0}}\to {V}_{{{\rm{Ae}}}0}\) (i.e., also true for δ0 de when the electron inertial effect \({({d}_{{{\rm{e}}}}/{\delta }_{0})}^{2}\) within the square root is retained). This is responsible for the faster flux transport speed at sub-di-scales, but it transitions to the ion Alfvén speed when δ0 → di, because \({V}_{{{\rm{out}}},{{\rm{e}}}}{| }_{{L}_{0}}\to {V}_{{{\rm{Ai}}}0}\), as in ion-coupled standard reconnection. In the limit δ0 di, one needs to consider the full two-fluid equations [e.g. ref. 42], coupling ions back to the scale larger than the typical ion diffusion region (IDR) size. The resulting \({V}_{{{\rm{out}}},{{\rm{e}}}}{| }_{{L}_{0}}\) remains ion Alfvénic [e.g. ref. 43].

This scale-dependent velocity is the dispersive property discussed in the idea of Whistler/Kinetic Alfvén wave (KAW)-mediated reconnection28,29,30,42,44, but here we also include the reduction by the back pressure (parameterized by f) within a small system. The flow is stopped when f → 1 in Eq. (8), corresponding to the limit Lx Δf where the total pressure gradient completely cancels the tension force in Eq. (3). Finally, the outflow speed is also reduced with a larger opening angle (Slope).

Geometry and reconnection rates

This limiting speed not only determines how fast magnetic flux is convected into the outflow exhaust but also the upstream magnetic geometry and, thus, the strength of the reconnecting magnetic field immediately upstream of the EDR. All together, one can derive the electron-only reconnection rate.

We closely follow the approach in ref. 35 to estimate the magnetic field strength Bxe immediately upstream of the EDR of size 2Le × 2δe, as marked by the red box in Fig. 1b and δe ~ de. One can write

$$\frac{c{E}_{y{{\rm{e}}}}}{{B}_{x{{\rm{e}}}}{V}_{{{\rm{Ae}}}}}=\frac{{V}_{{{\rm{in}}},{{\rm{e}}}}}{{V}_{{{\rm{Ae}}}}}\simeq \frac{{\delta }_{{{\rm{e}}}}}{{L}_{{{\rm{e}}}}} \sim \frac{{\delta }_{0}}{{L}_{0}}\simeq \frac{{V}_{{{\rm{in}}},{{\rm{e}}}}{| }_{{\delta }_{0}}}{{V}_{{{\rm{out}}},{{\rm{e}}}}{| }_{{L}_{0}}}=\frac{c{E}_{y}{| }_{{\delta }_{0}}}{{B}_{x0}{V}_{{{\rm{out}}},{{\rm{e}}}}{| }_{{L}_{0}}},$$
(9)

where L0 and δ0 are the exhaust length and half-width. Other relevant quantities are annotated in Fig. 1b. For instance, Vin,e is the electron inflow speed at z = δe while \({V}_{{{\rm{in}}},{{\rm{e}}}}{| }_{{\delta }_{0}}\) is the value at z = δ0. The first equality of Eq. (9) used the frozen-in condition upstream of the EDR. The second equality holds because of the incompressibility and Vex,peak VAe. The third equality approximates the separatrix as a straight line to simplify the geometry. The fourth and fifth equalities used similar arguments to the quantities at the edge of the larger L0 × δ0 box. Finally, in the 2D steady-state, Ey is uniform. Thus, the equality between the first and the last terms gives,

$${V}_{{{\rm{out}}},{{\rm{e}}}}{| }_{{L}_{0}}\simeq \frac{{B}_{x{{\rm{e}}}}}{{B}_{x0}}{V}_{{{\rm{Ae}}}}={\left(\frac{{B}_{x{{\rm{e}}}}}{{B}_{x0}}\right)}^{2}{\left(\frac{{m}_{{{\rm{i}}}}}{{m}_{{{\rm{e}}}}}\right)}^{1/2}{V}_{{{\rm{Ai}}}0}.$$
(10)

An important difference from Liu et al.35 is that Bxi in their Eq. (5) is now replaced by Bx0, since the entire system is within the IDR.

Liu et al.35 further estimated the depletion of the pressure component along the inflow direction, caused by the vanishing energy conversion J EHall = J (J × B/nec) = 0; note that EHall dominates within the IDR and this pressure depletion provides the localization mechanism necessary for fast reconnection. One can then use force balance along the inflow direction to relate Bxe to the separatrix slope Slope35. In the case where the guide field at the X-line does not change much from its upstream value, like By2 in Fig. 3, we get

$$\frac{{B}_{x{{\rm{e}}}}}{{B}_{x0}}\simeq \frac{1-3{S}_{{{\rm{lope}}}}^{2}}{1+3{S}_{{{\rm{lope}}}}^{2}}.$$
(11)

The only difference is again that Bxi in Eq. (9) of Liu et al.35 is now replaced by Bx0. In order to get the full solution from Eqs. (8), (10), and (11), one still needs to relate δ0 to Slope. We approximate

$${\delta }_{0}={L}_{0}{S}_{{{\rm{lope}}}} \sim 0.5\left(\frac{{L}_{x}}{2}\right){S}_{{{\rm{lope}}}},$$
(12)

as it is reasonable to expect 2L0 to be on the order of the system size Lx, as in Fig. 1b. We can then equate Eqs. (8) and (10) and solve for Slope numerically.

Once Slope is determined, we can estimate the normalized reconnection rate,

$$R\equiv \frac{c{E}_{{{\rm{R}}}}}{{B}_{x0}{V}_{{{\rm{Ai}}}0}}\simeq \frac{{V}_{{{\rm{out}}},{{\rm{e}}}}{| }_{{L}_{0}}{B}_{z3}}{{B}_{x0}{V}_{{{\rm{Ai}}}0}}\simeq \frac{{V}_{{{\rm{out}}},{{\rm{e}}}}{| }_{{L}_{0}}}{{V}_{{{\rm{Ai}}}0}}{S}_{{{\rm{lope}}}}.$$
(13)

The last equality used Bz3/Bx0 Bz6/Bx6 Slope. In Fig. 5a, the prediction of R as a function of Lx without including the back pressure effect (i.e., f = 0) is shown as the green dashed curve, while the prediction with nonzero f(Lx) (given in Fig. 5b) is shown as the black solid curve. In a similar format, the limiting speed (Eq. (8)) is shown in Fig. 5c, while the more pronounced peak electron jet speed \({V}_{{{\rm{e}}}x,{{\rm{peak}}}}\simeq {V}_{{{\rm{Ae}}}}=({B}_{x{{\rm{e}}}}/{B}_{x0}){({m}_{{{\rm{i}}}}/{m}_{{{\rm{e}}}})}^{1/2}{V}_{{{\rm{Ai}}}0}\) is shown in Fig. 5d. The estimated exhaust width (Eq. (12)) is shown in Fig. 5e. Simulation results are plotted as orange symbols, whose values can be read off from Figs. 1e and 2.

Overall, the green dashed curves already work reasonably well for 2.56di ≤ Lx≤ 10di cases, but they overestimate quantities in the Lx = 1.28di case. For this reason, we set the length scale Δf = 1.28di in f(Lx) to parametrize the back pressure effect that suppresses the outflow and rate. This corrects the predictions, and the resulting black solid curves capture the scaling of these key quantities in Fig. 5a, c, d, e; the quantitative agreements are within a factor of 2. Importantly, the rate (R) is now bounded by a value \(\simeq {{\mathcal{O}}}(1)\), addressing the key question that motivates this work.

Discussion

A framework for predicting the electron-only reconnection rate (Eqs. (8), (10), (11), (12), and (13)) is developed after recognizing the difference in the EDR-scale and the asymptotic regions, considering both the inflow and outflow force-balances within the ion inertial scale. This simple model not only provides reasonable predictions for the simulated rates in kinetic plasmas but also captures the scaling of various key quantities in PIC simulations of different sizes (Fig. 5). We find that the in-plane electric field (Fig. 4) regulates the electron outflow speed and thus the reconnection rates. It is worth mentioning that this model has successfully integrated the idea of Whistler/KAW-mediated reconnection28,29,30,42,44 into the reconnection rate model35.

For in-situ MMS observations, it might be challenging to determine the far upstream, asymptotic magnetic field Bx0 using the short-scaled tetrahedron formation. Practically, it is more accessible to obtain the rate normalized by the local quantities around the EDR, \({R}_{{{\rm{EDR}}}}\equiv c{E}_{{{\rm{R}}}}/({B}_{x{{\rm{e}}}}{V}_{{{\rm{Ae}}}})\simeq {({B}_{x{{\rm{e}}}}/{B}_{x0})}^{-2}{({m}_{{{\rm{i}}}}/{m}_{{{\rm{e}}}})}^{-1/2}R\). Our theory in Fig. 5f predicts a nearly constant REDR ~ 0.4–0.5. In Fig. 1d, one de upstream of the X-line is close to the ___location of the peak electron inflow speed and features the upstream edge of the EDR that MMS can easily identify34,45,46. The resulting REDR (orange symbols in Fig. 5f) based on the measured Bxe at z = 1de are four times lower (i.e., REDR 0.1)47. However, we also note that the Bx at the ___location where Vex,peak = VAe holds accurately is roughly twice smaller than Bxe because of the sharp Bx profile at de-scales (i.e., note that this profile is proportional to the \({B}_{x}/\sqrt{4\pi {n}_{{{\rm{e}}}}{m}_{{{\rm{e}}}}}\) profile in Fig. 1d because of the constancy of ne). If we take this Bx as Bxe, the factor-of-two difference results in a four-times higher REDR, which may explain this discrepancy. Despite this extra complexity, our simple theory captures the constancy of the simulated REDR. Recent MMS observational reports of electron-only reconnection indicate rates around 0.2545,46. Another event at the magnetopause suggests an even higher reconnection rate, up to ~0.4 during the onset phase48.

Even with a strong guide field (Bg = 8Bx0) in our simulation, the ion gyro-radius ρi = 1.23di due to the high ion temperature (\({T}_{{{\rm{i}}}0}=115.16{m}_{{{\rm{i}}}}{V}_{{{\rm{Ai}}}0}^{2}\)). Guan et al.24 studied cases of guide fields Bg = 1Bx0 and 8Bx0, and they concluded that the Vi Ve condition is met when the system size is smaller than the ion gyroradius (ρi). Presumably, because with a high ion thermal speed (10.73VAi0 in our runs) and large gyro-radii, ions will be quickly gyrated out of the region of constant E, avoiding the formation of coherent ion flows through direct acceleration over a longer time span47. Our analytical theory is built on this Vi Ve condition (i.e., ions do not carry currents as in the EMHD limit49,50,51)), and it explains the transition to the standard reconnection rate at Lx 10di, as shown by Pyakurel et al.6. Under this same condition, the analytical approach (and thus the predictions) derived here also works for anti-parallel reconnection and is not limited to the strong guide field case.

Caveats should be kept in mind when applying these predictions. Related to the above discussion, our theory does not model the lower rate reported with a small ion gyro-radius ρi (Lx) where ion currents emerge, as reported in Guan et al.24. Bessho et al.12 found cER/(Bx0Vex,peak) ranging from 0.1 to 0.7 in the turbulent shock transition region, indicating the possibility of a much higher rate, potentially due to the driving of high-speed background flows. In addition, with a non-periodic, open outflow system, such as the merger between isolated small-scale magnetic islands, electron-only reconnection therein may not saturate early due to the back pressure and may achieve a higher rate (R 4.28) as predicted by the green dashed curves in Fig. 5a. Finally, the thickness-dependent growth rate of the tearing instability in this regime may also contribute to its onset and the early development of electron-only reconnection47,52,53,54,55. Together with the time dependence and the full 3D nature56, future endeavors are required to develop a more complete theory. Nevertheless, our simple model demonstrates a working framework addressing critical features that necessitate faster electron-only reconnection rates.

Methods

We carry out 2D PIC simulations of magnetic reconnection in proton-electron plasmas with mass ratio mi/me = 1836 using the P3D code57. We employ the setup of case A by Pyakurel et al.6, which is designed based on parameters of the MMS electron-only event2, but with five different system sizes. The double Harris sheet profile \({{\bf{B}}}={B}_{x0}[\,{\mbox{tanh}}(z-0.25{L}_{z}/{w}_{0})-{\mbox{tanh}}\,(z-0.75{L}_{z}/{w}_{0})-1] \,\widehat{x}+{B}_{{{\rm{g}}}}\widehat{y}\) is employed, with a uniform guide field Bg = − 8.0Bx0. The initial half thickness w0 = 0.06di where the ion inertial scale \({d}_{{{\rm{i}}}}\equiv {({m}_{{{\rm{i}}}}{c}^{2}/4\pi {n}_{0}{{{\rm{e}}}}^{2})}^{1/2}\) is normalized to the upstream density n0. The in-plane ion Alfvén speed \({V}_{{{\rm{Ai}}}0}={B}_{x0}/{(4\pi {n}_{0}{m}_{{{\rm{i}}}})}^{1/2}\) and cyclotron frequency Ωci ≡ eBx0/mic are normalized to the reconnecting component Bx0. The speed of light c = 300VAi0. The high temperature \({T}_{{{\rm{i}}}0}=115.16{m}_{{{\rm{i}}}}{V}_{{{\rm{Ai}}}0}^{2}\) and \({T}_{{{\rm{e}}}0}=11.51{m}_{{{\rm{i}}}}{V}_{{{\rm{Ai}}}0}^{2}\) result in \({\beta }_{{{\rm{i}}}}=8\pi {n}_{0}{T}_{{{\rm{i}}}0}/({B}_{x0}^{2}+{B}_{{{\rm{g}}}}^{2})=3.54\) and βe = 0.35, and a nearly uniform density from pressure balance condition. The ratio of gyro-radius (based on the full field strength) and inertial length are ρi/di 1.33 for ions and ρe/de 0.42 for electrons. This TiTe limit is favorable to the occurrence of electron-only reconnection (see the “Discussion” section). The simulation sizes are Lx × Lz = 1.28di × 2.56di, 2.56di × 2.56di, 3.84di × 3.84di, 5.12di × 5.12di, and 7.68di × 7.68di, with cell size 0.21de and time step \(2.5\times 1{0}^{-5}{\Omega }_{{{\rm{ci}}}}^{-1}\). The particle number per cell is 6000. Periodic boundaries are used. In our figures, we show the top current sheet with our coordinate origin re-centered at the X-line.