1. Introduction
One of the central unresolved issues in space physics is the unexpected solar wind heating, as observed through in situ measurements from various spacecraft. The radial evolution of solar wind temperature deviates from theoretical predictions, indicating the presence of an additional heating source within the heliospheric plasma, beyond the solar corona (e.g., [
1,
2,
3,
4]). For instance, Kislov et al. [
3] have demonstrated that the solar wind temperature measured by the Voyager spacecraft remains nearly constant from 2 AU to 10 AU, decreasing with heliocentric distance in a manner inconsistent with both adiabatic and isothermal processes.
A widely accepted explanation for this phenomenon is the concept of plasma heating through turbulent dissipation (e.g., [
5,
6,
7,
8]). For example, Adhikari et al. [
9] show that the observed radial profile of the solar wind temperature can be determined by peculiarities of the turbulence development at different heliocentric distances. The link between turbulence and temperature is often attributed to heating via waves (see [
10,
11,
12] and references therein) or by current sheets and discontinuities (e.g., [
13,
14]).
Current sheets in the solar wind are thin magneto-plasma structures carrying the electric current formed where the local magnetic field undergoes significant directional changes, sometimes even reversing completely. This suggests the presence of a so-called zero magnetic field surface at the center of each current sheet. Current sheets generated by solar wind turbulence are typically small-scale and short-lived, whereas long-lived, large-scale current sheets are formed at the boundaries of high-speed streams and flows, as well as represent extensions of large-scale neutral lines of the solar magnetic field (see [
15,
16,
17,
18]). These discontinuities play a crucial role in solar wind dynamics by inducing instabilities and altering the magnetic field geometry. A substantial body of research in heliospheric physics has focused on dynamical processes in current sheets (e.g., [
19,
20,
21,
22,
23,
24,
25]), with discussions increasingly emphasizing their role in the turbulent cascade of the solar wind and the terrestrial magnetosheath (e.g., [
26,
27,
28,
29]). Many researchers recognize a strong link between current sheets, waves, and turbulence (e.g., [
14,
28,
30,
31,
32,
33,
34]). This connection is logical, as a higher number of current sheets leads to an increased turbulence level since current sheets in the solar wind experience magnetic reconnection.
Reconnecting current sheets may contribute to plasma heating, particle acceleration, and the generation of waves and secondary coherent structures in their vicinity since current sheets are known to be sites where magnetic reconnection occurs, converting magnetic energy into the kinetic energy of charged particles. This process is considered as a key mechanism for heating and accelerating particles in the solar corona [
35] and can similarly be applied to the solar wind [
17,
21,
22]. Ongoing magnetic reconnection increases the turbulence level in the solar wind, which should be evident in the magnetic field spectra. Indeed, it has been proven that the presence of current sheets determines the shape of the magnetic field variation power spectrum in the solar wind and terrestrial magnetosheath (see [
26,
27,
36,
37,
38]). This indicates that current sheets are linked to turbulence, and, in turn, turbulence is associated with plasma heating in the heliosphere on both small and large scales.
Khabarova et al. [
39] confirms this point by finding that the daily rate of current sheets at 1 AU, which dynamically varies from hundreds to thousands per day, is proportional to the sum of kinetic and thermal energy density R~V
2(N + 5N′) + 10T(N + N′), where T is the solar wind temperature, V is the solar wind speed, N is the solar wind density, and N′ = 2 cm
−3 is the background level of N. The correlation between R and T is stronger than that between R and V, which illustrates the link between the occurrence of current sheets in the solar wind plasma and heating.
Over the past few decades, significant progress has been made in understanding the characteristics of turbulent fluctuations in the solar wind, aided by advancements in experimental techniques that enable increasingly precise measurements of the interplanetary magnetic field (IMF) and solar wind plasma parameters, coupled with enhanced big data processing capabilities. The growing volume of experimental data has facilitated detailed investigations into the turbulent fluctuation spectra at ion-kinetic scales for both IMF fluctuations and solar wind plasma parameters (e.g., [
40,
41,
42,
43,
44]). Additionally, some works show an analysis of the IMF fluctuation spectra at electron scales [
45,
46,
47,
48].
It has been believed for a long time that the solar wind exhibits developed turbulence, as suggested in several theoretical models [
49]. Recently, Telloni et al. [
50] employed Parker Solar Probe and Solar Orbiter observations to show that closer to the Sun (at ~0.1 AU), turbulence is observed in the undeveloped state, while it becomes developed with increasing heliocentric distance. Meanwhile, this conclusion requires thorough studies, since the degree of development of turbulence strongly depends on the solar wind type [
51,
52,
53]. The results of some works indicate that at MHD scales, the solar wind spectrum has a slope of approximately −5/3 (e.g., [
40,
41]), corresponding to Kolmogorov turbulence, which has been shown to be applicable to magnetohydrodynamic flows as well [
54]. At kinetic scales, there is sometimes alignment with the theory of kinetic Alfvén wave turbulence, which predicts a spectral slope of −7/3 [
55]. However, more often, spectra with a slope of ~−2.8 are observed [
40], which are closer to predictions from models accounting for the contribution of two-dimensional coherent structures with a slope of ~−8/3 [
56] or those considering Landau damping [
57].
Results of recent studies indicate that solar wind turbulence cannot be considered fully developed, as its evolution is fundamentally constrained by various discontinuities frequently observed in the solar wind, such as shock waves, current sheets, and pressure-balanced structures [
52,
53,
58,
59]. Consequently, the spectra of turbulent fluctuations in the solar wind often diverge from those predicted by theoretical models. It has also been shown that the fluctuation spectra exhibit significantly steeper slopes at kinetic scales compared to theoretical predictions in regions of compressed and turbulent plasma, such as those formed downstream of interplanetary shocks driven by interplanetary coronal mass ejections (ICMEs) and in stream- or co-rotating interaction regions (SIRs/CIRs) representing the edges of high-speed streams from coronal holes [
60]. This discrepancy may reflect an imbalance in energy transfer across the spectrum, leading to increased dissipation rates and, consequently, heating in these regions.
It should be noted that analyzing the characteristics of fluctuation spectra does not fully answer the question on which structures are primarily responsible for dissipation in each individual case. Taking into account that Khabarova et al. [
39] showed that peaks in the number of current sheets per day coincide with the detection of ICME sheaths and SIRs/CIRs at 1 AU, one may suggest that current sheets significantly contribute to dissipation processes in the solar wind, leading to plasma heating, and play a key role in forming the cascade, particularly in the compressed and turbulent plasma, which cannot be said about other types of solar wind.
Most studies on solar wind current sheets have been limited to individual cases or modeling efforts, largely due to the lack of a sufficiently large database suitable for a statistical analysis. To fill this gap, Khabarova et al. [
18,
39] developed an automated method for identifying current sheets based on the typical behavior of the IMF and plasma parameters at these discontinuities. This led to the creation of the world’s largest database of current sheets at 1 AU, containing millions of identified current sheets (
https://csdb.izmiran.ru/, accessed on 1 November 2024).
In this work, we identify current sheets over an extended time period associated with different solar wind conditions, both within and outside an ICME at Earth’s orbit, employing the method proposed by Khabarova et al. [
39]. We analyze turbulence characteristics in the solar wind plasma with varying speeds, comparing the number of current sheets with the properties of the turbulent cascade associated with different states of the solar wind. This approach allows us to explore whether the properties of IMF turbulent fluctuations are linked to current sheets and help to better understand the role of current sheets in the anomalous dissipation observed in certain types of solar wind flows.
2. Materials and Methods
We analyze the properties of solar wind plasma and the IMF using an ICME and the surrounding undisturbed solar wind as a set of samples.
Figure 1a illustrates the plasma conditions both within and outside the typical ICME in interplanetary space. From left to right, the evolution of the ICME as it propagates through interplanetary space is depicted. The process begins with the formation of a supersonic and super-Alfvénic ICME-driven forward shock followed by a wake, commonly known as the ICME sheath. Closer to the Sun, the magnetic cloud exhibits a regular structure of magnetic field lines wound around a large-scale flux rope. As the ICME moves further into the solar wind, its parts become increasingly turbulent and intermittent, and the magnetic cloud undergoes internal magnetic reconnection, leading to the formation of more complex twisted flux rope structures. This process is often intensified by the interaction of the ICME with other flows, streams, and large-scale structures in the surrounding solar wind (see [
17]). The final sketch on the right represents the state of the ICME as it is typically observed at 1 AU, characterized by significantly entangled flux ropes in a fragmented magnetic cloud, with several strong current sheets inside the ICME sheath.
The link between solar wind compression and heating has been recognized since Elliott et al. [
61] first identified this effect in ICMEs. Over the past two decades, it has become evident that the ICME sheath region, located downstream of the interplanetary forward shock, is not only compressed but also turbulent and populated with small-scale coherent structures, such as current sheets and flux ropes—often referred to as magnetic islands in single-point spacecraft measurements [
62,
63,
64,
65]. Particle heating and acceleration in this region are attributed to processes related to magnetic reconnection at current sheets and the merging (coalescence) of magnetic islands within the compressed plasma region. Additionally, further heating and localized particle acceleration can occur within the fragmented magnetic cloud (e.g., [
23]), although the heating rate in the ICME sheath consistently remains higher. Merging of two ICMEs on their way from the Sun significantly enhances the processes and creates a wide and complex ICME sheath with clear signatures of heating presumably associated with enhanced magnetic reconnection (e.g., [
64,
66]).
The solar wind is not a uniform plasma flowing at different speeds, but rather a collection of distinct flows and streams originating from various regions of the Sun, each with its own properties. These streams generally do not mix, meaning the solar wind can be treated as a composite of different plasmas, which is very useful for the analysis of various dynamic processes developing under different conditions. Every ICME contains several distinct parts, each with unique characteristics. In our study, we deliberately select a complex case of an ICME resulting from the interaction of two CMEs. This ICME comprises a strong interplanetary shock, a wide sheath of the highly increased density and structural complexity, and two distinct magnetic clouds, one of which is highly fragmented due to the CME–CME interaction. The interaction process is illustrated in
Figure 1b. The series of reconstructed maps showing the in-ecliptic solar wind’s normalized density is provided by the Solar Group at the Center for Astrophysics and Space Sciences, University of California, San Diego, US, based on near-real-time interplanetary scintillation observations from the Institute for Space-Earth Environmental Research (ISEE), Nagoya University, Japan (
https://ips.ucsd.edu/, accessed on 1 November 2024). These reconstructions, derived from a kinematic model, allow us to link dynamic processes in interplanetary space with the ICME structure observed in situ by spacecraft at the 1st Lagrange point. In the reconstructed density maps, SIRs or longer-lived CIRs appear as elongated sleeves connected to their solar source, while ICMEs typically resemble half-circles, often already disconnected from the Sun by the time they reach Earth’s orbit, as depicted in
Figure 1b. Note that in the case of ICMEs, the intense-colored regions practically describe the evolution of the compressed ICME sheath. The maps in
Figure 1b show that the large-scale, Earth-directed ICME 1, with a skewed front, opposes the SIR, and then ICME 2 emerges, propagating in nearly the same direction as ICME 1. The two ICMEs merge at an early stage and propagate together to 1 AU, where they are detected by the WIND spacecraft.
The interval under investigation is rather long (24 h) and can be separated into several parts characterizing different states of the solar wind:
The slow undisturbed solar wind in front of the merged ICME (from the start of the period until 02:15 on 23 April 2012);
The ICME-driven shock observed at 02:15 on 23 April 2012, according to the interplanetary shock database
https://ipshocks.helsinki.fi/ (accessed on 1 November 2024);
The classic ICME sheath observed from 02:15 to 08:35 on 23 April 2012;
The disturbed segment that can be attributed to the mixed sheath–magnetic cloud region formed as a result of the CME–CME interaction (from 08:35 to 17:00 on 23 April 2012). For simplicity, we call this region the “magnetic cloud 1” (MC1).
The classic magnetic cloud observed from 16:48 on 23 April 2012 (according to the official Wind spacecraft ICME catalog
https://wind.nasa.gov/ICME_catalog/ICME_catalog_viewer.php, accessed on 1 November 2024) to the end of the interval. This region is called below the “magnetic cloud 2” (MC2).
This allows for tracking changes in turbulence characteristics and conditions for current sheet formation across different types of solar wind flows.
The analysis carried out in this study utilizes solar wind plasma parameters (the flow speed, density, temperature, and proton velocity vector) measured by the SWE instrument [
69] with a resolution of ~99 s, as well as the 3DP instrument [
70] with a 3 s resolution. Additionally, the IMF strength and component data with a resolution of 0.092 s provided by the MFI instrument [
71] are used.
The identification of current sheets using the method proposed by Khabarova et al. [
39] and the analysis of turbulence characteristics of the IMF with the building of the spectra are conducted for the same Wind data within the same time intervals, eliminating uncertainties related to comparing measurements from different spacecraft and instruments, as well as in statistical research results.
Figure 2 shows the temporal evolution of the IMF strength B and its components, along with the solar wind plasma parameters observed by Wind, namely, the the solar wind bulk speed V
p, the proton density N
p, the proton temperature T
p, and the plasma beta representing the ratio of the proton thermal pressure to the magnetic pressure (β = 2μ
0N
pk
BT
p/B
2, where k
B is the Boltzmann constant) for the selected period of the passage of the merged ICME at the Earth’s orbit.
The solar wind types are marked by vertical lines indicating the arrival of the interplanetary shock wave, the approximate end of the classic ICME sheath and transition to the mixed sheath–magnetic cloud type (MC 1), and the beginning of the smoothly rotating magnetic field within the ICME magnetic obstacle.
To analyze the characteristics of turbulent fluctuations in the different types of solar wind shown in
Figure 2, we build the frequency spectra of the parameter fluctuations for the corresponding time intervals. This approach is based on Taylor’s hypothesis, which is generally applicable to the solar wind [
72]. According to this hypothesis, observed variations in temporal parameters can be interpreted as structures of varying spatial scales convected by the solar wind past the observation point. To compute the frequency spectra of fluctuations, we used the highest available resolution of the IMF data, up to ~10 Hz. For the identification of current sheets, the IMF strength data were averaged to a one-second resolution. The proton density, temperature, and velocity vector data were interpolated to a one-second resolution as well.
The methodology for automatically determining characteristics of turbulent fluctuation spectra can be divided into several stages. First, we calculated the IMF fluctuation spectrum by constructing the spectra for each component of the IMF and summing them. Each spectrum was constructed using the fast Fourier transform (FFT) based on the original magnetic field component values with a time resolution of 0.092 s (the data were preprocessed into equidistant time series). The length of the analyzed interval was ~12.6 min, which corresponded to 8192 points, given the data resolution. This interval length was chosen because FFT is optimally performed with a point count that is a power of two. The study aims to examine the fluctuation spectra at both kinetic and MHD scales, making further reduction in the interval length unnecessary. Increasing the interval length is also undesirable because it increases the likelihood of capturing different structures within a single interval, complicating interpretation. Each subsequent analyzed interval was shifted by 1024 points (~1.5 min) with respect to the previous one, making a sliding window, to avoid losing information about fluctuations at the interval boundaries and to provide a more comprehensive view of the dynamics of turbulence characteristics.
The resulting spectrum was divided into three frequency ranges: the first corresponding approximately to MHD scales, the second to kinetic scales, and the third to the noise region. Initially, the boundaries of these regions were set manually: 1 Hz (as an initial approximation of the boundary between the MHD and kinetic scales) and 3 Hz (the approximate start of the noise region). The 1 Hz frequency was chosen as the preliminary boundary between the MHD and kinetic scales based on prior studies of solar wind turbulence spectra (see, for example, the review by Alexandrova et al. [
40]). The 3 Hz frequency was chosen as the preliminary boundary for the noise region based on empirical experience. At the next step, using the piecewise linear approximation method [
73], we found the slopes of the corresponding spectral regions. The positions of the boundaries between the MHD, kinetic, and noise parts of the spectrum were refined based on the approximation discussed above.
Figure 3 presents an example of the fluctuation spectrum (the blue curve) and the approximation obtained using the method described above (the orange lines). The spectrum clearly showed two regions where it could be approximated by linear dependencies with different slope indices. The intersection point of these linear approximations corresponded to a frequency of 0.66 Hz. In the first region, up to the breakpoint corresponding to MHD scales, the slope was P
1 = −1.79. In the frequency range from 0.66 to 2.96 Hz, corresponding to ion-kinetic scales, the slope was P
2 = −2.63. The spectrum shown in the figure is fairly typical for the solar wind (see, for example, the reviews by Alexandrova et al. [
40], Bruno et al. [
41]). Similar slope values were also generally observed for the solar wind plasma flow fluctuations [
42]. At MHD scales, the calculated spectrum slope of −1.79 was steeper than the Kolmogorov scaling of −5/3, predicted for developed MHD turbulence in the solar wind [
54], but it fell within the statistical range observed in various experiments [
40]. At kinetic scales, the spectrum slope was −2.63, close to the −8/3 slope predicted by several theoretical approaches (see, for example, [
56,
57]).
For the subsequent comparison of the spectral break frequency with key plasma frequencies, they were calculated as follows: the gyrofrequency f
c = q
pB/(2πm
p) and the convection plasma frequencies determined by the thermal proton gyroradius F
ρi = V
p/(2πρ
th). ρ
th = Vth/ω
c is the thermal proton gyroradius, Vth is the proton thermal velocity, and ω
c = qB/m
p is the cyclotron angular frequency. Additionally, the inertial proton length frequency F
λi = V
p/(2πλ) was computed, where λ is the proton inertial length, defined as λ = c/ω
p, ω
p being the proton plasma frequency. In
Figure 3, the corresponding plasma frequencies are found to be f
c = 0.13 Hz, F
ρi = 0.97 Hz, and F
λi = 1.31 Hz. The spectral break of the IMF fluctuations located at 0.66 Hz is closest to the plasma frequency determined by the thermal proton gyroradius.
Additionally, the angle between the IMF and solar wind speed vectors defining the primary direction of IMF fluctuations in the solar wind was calculated for all analyzed time intervals. This was carried out by finding the unit vectors corresponding to each pair of the IMF and velocity vectors and then computing the scalar product of these unit vectors. The angle itself was obtained by calculating the arccosine of the resulting scalar product.
To identify current sheets, the method proposed by Khabarova et al. [
39] was utilized. This method detects characteristic features in plasma and IMF parameters when crossing a current sheet based on high time-resolution data. These features include (i) the sharp decrease in ∣B∣ at current sheets, (ii) the decrease in V
A/V (where V
A is the Alfvén speed V
A = B/(μ
0N
pm
p)
−1/2, and μ
0 is the magnetic constant), and (iii) the increase in β. To identify these changes, derivatives of B, β, and V
A/V were calculated with a one-second cadence. Only peaks observed simultaneously in the derivatives of ∣B∣ and any of the other two parameters indicated above were considered as pointing at current sheets. The threshold levels were selected by applying the condition of maximum correlation for the exceedance indicators of each parameter [
39].
Figure 4 provides an example of the current sheet identification for the time interval 23 April 2012 04:45:04–04:57:38, which coincides with the interval shown in
Figure 3. The current sheet identified at 04:49:44 was the most pronounced during this period. It is characterized by the sharp simultaneous drop in the derivatives of ∣B∣ and V
A/V, along with a rise in the derivative of β. Most other current sheets during this period were identified by the simultaneous fulfillment of two out of three conditions indicated above. For instance, the current sheet at 04:46:02 was identified based on these two conditions alone. This was the only current sheet identified at 04:46, as other moments with drops in the derivatives of ∣B∣ or V
A/V did not meet the simultaneity condition.
3. Results
We analyze and compare the characteristics of the turbulent cascade and the number of observed current sheets associated with the ICME shown in
Figure 1b and
Figure 2 with a 24 h interval from 22 April 2012 23:00 to 23 April 2012 23:00. At the beginning of the interval, the quasi-stationary region of slow solar wind is observed, with the following average parameter values: B ≈ 4.37 ± 0.005 nT, V
p ≈ 328.26 ± 0.06 km/s, n
p ≈ 8.98 ± 0.01 cm⁻
3, and T
p ≈ 5.28 ± 0.01 eV. As the ICME-driven shock arrives, the examined parameters sharply increase to the average values of B ≈ 10.98 ± 0.02 nT, V
p ≈ 385.28 ± 0.06 km/s, n
p ≈ 24.25 ± 0.05 cm⁻
3, and T
p ≈ 8.61 ± 0.02 eV and become more volatile in the ICME sheath. After the classic sheath region ends, the plasma speed remains roughly at the same level and becomes less disturbed. The plasma density and the IMF strength gradually increase again, while the plasma temperature returns to a level similar to that before the interplanetary shock wave arrival.
Magnetic cloud regions 1 and 2 differ from other ICME parts in their strong and more regularly behaved magnetic fields. Note that Magnetic cloud 1 is a result of the CME–CME interaction when the smaller ICME 2 overtakes larger ICME 1 and moves ahead until they merge and form a stream filled with a mixture of their structures. Taking into account an oblique crossing of the merged ICME at the Earth’s orbit (see
Figure 1b), one may conclude that Magnetic cloud 2 belongs to the larger ICME 1, but Magnetic cloud 1 is a distorted and highly twisted flux rope of ICME 2. In the example considered in
Figure 2, quasi-stationary behavior of the magnetic field is seen starting around 17:00, accompanied by stabilization of the temperature at a level lower than that in the calm solar wind preceding the ICME arrival. The density returns to calm solar wind levels, while the speed remains elevated and volatile. The average values observed in the interval from 17:00 to 23:00 are the following: B ≈ 15.09 ± 0.003 nT, V
p ≈ 381.06 ± 0.07 km/s, n
p ≈ 9.08 ± 0.009 cm⁻
3, and T
p ≈ 2.09 ± 0.002 eV. Between the end of the classic turbulent sheath and the start of the more regular magnetic field region (from 08:35 to 17:00), noticeable variations in all parameters are observed, though not as intense as in the sheath, with average values of |B| ≈ 11.67 ± 0.01 nT, V
p ≈ 386.9 ± 0.04 km/s, n
p ≈ 22.82 ± 0.03 cm⁻
3, and T
p ≈ 4.37 ± 0.01 eV. The averaged solar wind plasma and IMF parameters for the analyzed intervals are presented in
Table 1.
Figure 5 shows the time series of the following plasma parameters: the angle between the IMF and plasma speed vectors (a), plasma frequencies determined by the proton gyroradius (b), the proton inertial length (c), and the proton gyrofrequency (d), calculated for the time interval considered in
Figure 2, as described in
Section 2. Plasma frequencies increased by approximately 2–2.5 times after the ICME-driven shock arrives.
The average values of the key frequencies in the calm plasma are the following: f
c = 0.07 Hz, F
ρi = 0.69 Hz, and F
λi = 0.69 Hz, and in the sheath, they increase to f
c = 0.17 Hz, F
ρi= 1.68 Hz, and F
λi = 1.31 Hz. The average angle between B and V does not change significantly despite the ICME arrival (108° in the calm solar wind, and 91° in the sheath), although local variations in this angle can be substantial, especially in the sheath region. The sharp drop in the angle between B and V at 03:30 coincides with a decrease in gyrofrequency and plasma frequency determined by the proton gyroradius. However, this event has almost no effect on the plasma frequency determined by the proton inertial length. The averaged calculated plasma parameters are also presented in
Table 1.
The upper panel of
Figure 6 shows the temporal evolution of the number of current sheets (cs
n) calculated over 12-min intervals with a 95 s step, consistent with the step used for spectral calculations. The panel below it shows the temporal evolution of the IMF fluctuation spectra characteristics, including the slope of the spectra in the MHD (P
1) and kinetic (P
2) scales, as well as the break frequency between them. Dashed lines on the corresponding panels indicate a slope of −5/3, characteristic of Kolmogorov turbulence in the MHD range, and slopes of −7/3 and −8/3, predicted by various models for kinetic Alfvén turbulence in the kinetic range, as discussed in the Introduction. In the quiet solar wind, the average values observed are F
Break = 0.28 ± 0.01 Hz, P
1 = −1.68 ± 0.02, P
2 = −2.53 ± 0.02, and cs
n = 24.95 ± 1.0.
Following the arrival of the shock, the number of current sheets sharply increases to an average value of cs
n = 56.11 ± 2.0 in the ICME sheath. After peaking at 03:28, the number of current sheets begins to decline, which continues until the beginning of the Magnetic cloud 2 region (15 h after the shock arrival). This behavior is consistent with the analysis of current sheet counts around ICME events using the superposed epoch method [
39]. Additionally, one may notice a 2.5-fold increase in the break frequency and a steepening of the spectral slopes P
1 and P
2 (average values: F
Break = 0.73 ± 0.02 Hz, P
1 = −1.76 ± 0.01, P
2 = −2.72 ± 0.03). In some intervals, the spectral slope values at kinetic scales reach −3.5, while the median value for the interval is −2.62. The steepening of the slopes in the kinetic region of the spectrum aligns with the statistical studies of fluctuation spectra in the ICME sheaths presented in [
60].
In the period between the end of the plasma compression region and the beginning of the Magnetic cloud 1–2 region, the number of current sheets decreases noticeably compared to the sheath, but does not reach the low values observed within the magnetic cloud region. The break frequency increases by approximately 5%, and the spectral slope values return to levels similar to those in the quiet solar wind. The average values for this period are the following: FBreak = 0.78 ± 0.01 Hz, P1 = −1.68 ± 0.01, P2 = −2.62 ± 0.02, and csn = 6.11 ± 0.3. Upon entering Magnetic cloud 2, the number of current sheets approaches zero, the break frequency continues to increase, and the spectral slopes become flatter compared to the quiet solar wind. The average values in the magnetic cloud region are the following: FBreak = 0.86 ± 0.02 Hz, P1 = −1.59 ± 0.01, P2 = −2.38 ± 0.02, csn = 0.03 ± 0.01). Meanwhile, P1 and P2 values become more volatile here, which might be attributed to the low level of magnetic field fluctuations in this region and the associated uncertainties in the approximation of fluctuation spectra.
In the sheath region before the magnetic cloud (particularly at its onset), there is a sharp increase in the number of current sheets, with several pronounced peaks visible at 02:22, 02:45, and 03:28. A cluster of elevated current sheet activity can be identified between 02:00 and 03:30, with an average of approximately 95 current sheets per 12.6 min interval. A correlation is observed between the increase in current sheets during this interval and the steepening of the P1 slope in the MHD range of the IMF fluctuation spectrum (average P1 value = −1.74), although the slope values vary significantly during this period. Conversely, the spectrum slope in the kinetic range P2 becomes flatter (average P2 value = −2.36). Notably, in the latter part of the ICME sheath, where the number of current sheets decreases, the P2 slopes steepen, reaching values as low as −3.5. The break frequency of the spectrum fluctuates widely, ranging from 0.2 to 1.5 Hz.
A detailed comparison of
Figure 6 and
Figure 5 reveals that, at the peak of identified current sheets (03:28, with 175 sheets over a 12.6-min interval), there is a sharp spike in the angle between the IMF direction and the speed to ~160˚, accompanied by the steepening of the P
1 slope to −2 and a sudden drop in the break frequency to ~0.4 Hz. However, no significant changes in the P
2 slope are observed compared to previous points.
Figure 7 shows the IMF fluctuation spectra for intervals associated with the increase in current sheets around ~3:28. It is evident that all presented spectra, compared to typical ones, exhibit steeper slopes in the MHD range and flatter slopes in the kinetic range. The difference between the slopes becomes minimal, meaning the spectral break nearly disappears. In these cases, the angle between the IMF direction and the velocity shows no significant deviations from their average values.
Figure 8 illustrates the temporal evolution of the current sheet number and break frequency, marking instances of sharp increases in cs
n during the examined interval. The cs
n increase is accompanied by the drop in the break frequency, though statistical confirmation of this relationship has yet to be achieved.
To show the most often occurring patterns in the behavior of the spectra characteristics, we compare several peaks in the number of current sheets seen in the upper panel of
Figure 6 with P
1, P
2, F
break, and T
p. As mentioned above, the connection between current sheets, turbulence, magnetic reconnection, and heating has been highlighted in numerous statistical studies. However, it remains unclear whether temperature increases at current sheets due to the reconnection process or if current sheets simply form at points where the temperature is already at its peak. Therefore, we include T
p in the analysis as well.
Figure 9 depicts intervals with peaks in cs
n observed within the quiet solar wind period and all ICME parts except for MC2, where there are no noteworthy cs
n peaks. From top to bottom, the two panels show cs
n, the slope of the IMF fluctuation spectrum in the MHD range, the slope of the IMF fluctuation spectrum in the kinetic range, the break frequency between the MHD and kinetic ranges, and the proton temperature. cs
n and T
p are normalized to their mean values within the corresponding intervals. P
1 is normalized to the expected slope −5/3, and P
2 is normalized to the expected slope −8/3.
The peaks in csn, despite varying in width, have a distinguishable relationship with Fbreak, which usually peaks in the vicinity of the csn, with sharp changes occurring within minutes before or after. These changes can be in either direction—from larger values to smaller (left panel) or smaller to larger (right panel). While P1 and P2 values also shift rapidly during these intervals, their changes do not align with the direction of Fbreak fluctuations. The temperature rarely peaks exactly at the csn maximum. Very often, there are two or more distinctive peaks around the csn peak, and the general trend of the temperature increase associated with the increasing number of current sheets is evident. This illustrates the fact that the link between the solar wind heating and current sheets in the solar wind as well as the spectra properties and current sheets still remains at the statistical level or requires far more case studies.
We analyze the behavior T
p at current sheets observed in different types of solar wind plasma by building histograms of the temperature distributions in the undisturbed solar wind, ICME sheath, and MC 1. The number of current sheets in MC 2 does not allow us to perform any kind of statistical analysis. The histograms shown in
Figure 10 are built for values at current sheets and in the solar wind without current sheets. The MC 2 interval does not contain enough current sheets to allow the corresponding histogram to be statistically significant. The top histograms display the temperature distributions for the seconds during which current sheets are detected (blue) and for the seconds without current sheets (red), while the bottom histograms show the percentage of seconds with detected current sheets per the temperature bin, illustrating the impact of current sheets on the temperature distributions. Proton temperatures at current sheets are consistently higher than those away from current sheets. For instance, in the 8–10 eV bin, which contains the highest values of the temperature observed during the undisturbed period, approximately 20% of seconds are associated with current sheets, even though current sheets represent only 3.3% of the total time frame (375 current sheets out of 11,333 s). The median temperature at the current sheets is about 7% higher than that away from current sheets. In the ICME sheath (middle panels), current sheets form two populations—with the lowest and highest temperatures. The distribution reveals two distinct peaks: one at 4–6 eV and the other at 10–12 eV. Around 12% of the 4–6 eV bin and over 7% of bins within the 10–18 eV range consist of seconds with detected current sheets, indicating that they significantly contribute to the higher temperatures while also being prominent in colder plasma. In total, 1793 current sheets are observed over 20,998 s, accounting for approximately 8.5% of the ICME sheath period. During the MC 1 period (rightmost panels), there is also a shift to higher temperatures associated with current sheets similar to that seen in the undisturbed solar wind, although the number of current sheets is rather low in this interval (less than 1%, or 286 out of 30,014 s). No bin contains more than 2% of seconds with detected current sheets, with the peak occurring in the 6–8 eV bin.
Therefore, the occurrence of current sheets is statistically associated with the maximal temperatures observed in all types of solar wind under study. Two populations of current sheets (namely, cold and hot current sheets) observed in the turbulent ICME sheath with the largest number of these structures may be related to the presence or absence of the ongoing magnetic reconnection at the particular current sheets. This phenomenon may also be explained by the co-existence of current sheets of different origins, for example, thin and short-scale structures created by turbulence and large-scale quasi-stable current sheets formed downstream of the ICME-drive shock at early stages of its propagation. Both ideas should be checked in the future with larger statistical material and detailed studies of the properties of current sheets.
Figure 11 illustrates the statistical dependencies between cs
n and the angle between
B and
V, characteristic plasma frequencies, and parameters of the IMF fluctuation spectra. The details of the statistical relationship between the current sheet number and other important parameters, namely, |V|, |B|, N
p, β, T
p, f
c, F
λi, and F
pi, are given in
Appendix A. Different colors signify values observed in the four intervals indicated in
Figure 2: the quiet slow solar wind (green), the ICME sheath (red), MC1 (blue), and MC 2 (orange).
No relationship is observed between the number of current sheets and the parameters in the magnetic cloud regions, where csn is low. However, for the sheath region, clear inverse correlations of csn with |B| and the angle between the B and V vectors are evident. Similar correlations are observed for the angle between B and V in the undisturbed solar wind region before the ICME arrival.
In the ICME sheath, the following additional dependencies are found between csn and characteristic plasma frequencies: a direct correlation with the frequency associated with the proton inertial length and inverse correlations with the gyrofrequency and the frequency associated with the proton gyroradius. These correlations are likely related to dependencies on solar wind parameters.
For the ICME sheath, a clear statistical relationship is identified between the number of current sheets and the spectral break frequency—the growth of current sheet number is accompanied by a significant decrease of spectral break frequency. For other types of solar wind, such a dependence is not obvious. Meanwhile, there is no clear connection between csn and the spectral slopes of magnetic field fluctuations in either the MHD or kinetic ranges in any of the solar wind types. This is possibly related to the fact that there is a rapid restructuring of the spectrum, and the slopes are not stable and vary greatly.
Additionally, it can be noticed that the csn maximum is associated with the extreme slope values in the MHD range (−2 to −2.1 and −1.3 to −1.4, respectively). Meanwhile, this result is not statistically significant due to the limited number of such events.
4. Discussion
This study is the first step to examin the relationships between the number of current sheets and the characteristics of the IMF fluctuation spectra in the solar wind. Current sheets were identified at 1 AU using an automated method (
https://csdb.izmiran.ru/, accessed on 1 November 2024), enabling both case studies and statistical analysis of the links between the number of current sheets and the key parameters describing solar wind conditions and turbulence over a 24-h interval with different types of the solar wind.
In the slow, undisturbed solar wind, a moderate number of current sheets is observed, while the ICME sheath exhibited the highest number of current sheets compared to both intervals within the magnetic cloud and in the quiet solar wind, ranging from dozens to hundreds, which aligns with prior statistical studies [
39]. This feature indicates that current sheets in the sheath are local structures formed within the turbulent and compressed solar wind plasma downstream of the interplanetary shock. In the magnetic cloud highly fragmented owing to the merging of two CMEs, where intense magnetic field fluctuations are observed, the number of current sheets decreased. In the classic magnetic cloud with the regularly rotating magnetic field, the number of current sheets dropped to a very low value, even lower than those in the undisturbed solar wind.
We find that in the slow undisturbed solar wind, spectra characteristics are close to model predictions. In the ICME sheath, the dynamics of turbulent cascades exhibit complex behavior, particularly in the narrow region downstream of the ICME-driven shock, where current sheets are most abundant. The number of current sheets increased in the ICME sheath sharply, and the slopes of spectra in the kinetic range generally become steeper, which is in agreement with the results of our previous works [
39,
60]. In the fragmented magnetic cloud, the characteristics of the fluctuation spectra are similar to those in the quiet solar wind. In the classic magnetic cloud, the spectra become the flattest in both scales, which reflects a significant decrease in magnetic field fluctuations in this region [
74].
Prior studies have shown that the ICME sheath can be characterized by significant steepening of the fluctuation spectra at the kinetic scale [
60]. A relation between the turbulent cascade properties and current sheets has previously been studied by different authors using observations in the magnetosheath [
26,
38] and in the solar wind [
75,
76]. Particularly, Greco et al. [
75] employed the Cluster data to show that the turbulent cascade naturally leads to the formation of current sheets at various scales, down to the proton skin layer. At smaller scales, current sheet fragmentation processes occur, which can lead to the formation of Harris-type layers at scales down to the electron skin layer [
18]. Therefore, the results of prior statistical and case studies allowed assuming a relationship between the occurrence of current sheets and the steepening of IMF fluctuation spectra in the kinetic range, but no direct comparisons between the number of current sheets and turbulence state have been made.
Case studies show that spectral characteristics can change dramatically at current sheets, and significant perturbations of spectra of turbulent fluctuations occur in the vicinity of the current sheet number peak. Peaks in the number of current sheets are typically observed within 20–40 min intervals. Such a clustering of current sheets is a well-known phenomenon, driven by the ability of reconnecting or unstable current sheets to generate secondary coherent structures in their vicinity [
17,
18,
39].
As noted in the Introduction, the number of current sheets is governed by the combined kinetic and thermal energy density, which is indirectly linked with the intensity of dynamic processes occurring at current sheets, such as magnetic reconnection and instabilities. Despite knowing that, the relationship between the number of current sheets and spectral characteristics under different plasma and IMF conditions has not been previously analyzed. Our case studies show that the slope of the spectra of IMF fluctuations generally becomes steeper at the MHD scale, together with the slopes at the kinetic scale that become flatter in the vicinity of the csn maximum. The two branches of the spectra may even merge into one, and the break can disappear. Further beyond, a significant steepening of the spectra is observed, indicating that the presence of current sheets impacts the turbulent cascade over a much larger area than expected since this effect extends well beyond the peaks in the number of current sheets, reflecting the central region of the most active turbulent reconnection.
The sharp rise in small-scale current sheet number and the changes in the fluctuation spectrum, including its steepening at the kinetic scale, may reflect different aspects of the turbulence cascade development within the ICME sheath constrained by two strong discontinuities (the ICME-driven shock and the strong current sheet). The corresponding dynamic processes may be similar to those forming the turbulence spectra in the magnetosheath bounded by the Earth’s bow shock and the magnetopause [
44] and stream/corotating interaction regions [
60,
77,
78,
79,
80].
Our statistical analysis reveals a clear correlation between the break frequency and the number of current sheets, while the relationship between spectral slopes and current sheet occurrence is less defined, making it challenging to establish a consistent connection. This uncertainty arises because, in the broader vicinity of the csn peak (on the scale of tens of minutes), the behavior of spectral parameters fluctuates significantly, but follows no consistent pattern. For instance, P1 and P2 may shift from lower to higher values in some cases, and from higher to lower in others. As a result, statistically, no clear links are found, but future case-by-case analysis may help clarify such relationships more effectively.
This may indicate that the characteristics examined depend not only on the type of large-scale solar wind flow, but also on its structure at smaller scales. Such a scenario is also characteristic of turbulent magnetic reconnection (e.g., [
17,
19,
25]). This type of reconnection suggests that the current sheet is not merely a planar discontinuity separating large-scale magnetic fields with different directions. Instead, it has an internal structure composed of smaller-scale current layers and undergoes magnetic reconnection at multiple locations within it. Consequently, the primary current sheet generates secondary current sheets, flux ropes, and waves in its vicinity. Numerous secondary current sheets are small-scale and short-lived in comparison with the main current sheet that remains relatively long-lived and elongated. In spectral terms, this implies that plasma turbulence is most intense not directly at the strong current sheets, but in the surrounding regions.
In the context of solar wind heating, our findings confirm a statistical association between the presence of current sheets and increased temperatures. However, detailed analysis does not reveal clear temperature peaks corresponding directly to peaks in the number of current sheets. Instead, the temperature increase is observed on larger scales surrounding the current sheets, aligning with the idea that current sheets reconnecting within turbulent regimes act as heating sources extending to MHD scales. It is also important to consider that current sheets may form more intensively in hot plasma due to various instabilities linked to local temperature increases (as discussed in [
39]). Further research is needed to explore the relationship between current sheets, turbulence, and solar wind heating, taking these factors into account.
This research is useful for advancing our understanding of how current sheets influence turbulent fluctuation spectra and dissipation processes in the solar wind. Expanding the analysis to a larger dataset of ICMEs and other types of flows in the solar wind could provide clearer insights into the patterns observed in this work, particularly regarding the relationship between current sheets and the characteristics of turbulent plasma in stream interaction regions sharing similar characteristics with the ICME sheath. A detailed investigation into the connection between current sheet properties and local plasma temperature is essential to fully grasp the dependencies found in this study.