In this tutorial, three-dimensional (3D) Cairns and Kappa-Cairns distribution functions are re-examined both analytically and numerically. The difference between one-dimensional (1D) and (3D) Cairns distribution functions (CDF) has been explained by deriving reduced 1D Cairns distribution function. It is noted that expressions of 1D and reduced 1D distributions such as Maxwellian and Kappa distributions are similar to each other, while the plots of 1D and reduced 1D CDF are significantly different from each other. The effect of non-thermality parameter on the 3D CDF is also studied by plotting it as a function of magnitude of the 3D velocity. It shows that the peak of the distribution function shifts toward higher speeds with an increase in the value of non-thermality parameter. The longitudinal dielectric response function is derived by using the 3D CDF for studying kinetic behavior of electrostatic waves in an unmagnetized isotropic plasma. The dielectric function is written in terms of plasma dispersion function and is then used to derive the dispersion relations and Landau damping increments for electron plasma waves, ion acoustic waves, and dust acoustic waves in a Cairns distributed plasma. The expressions of the dispersion relation and Landau damping rate of Cairns distributed plasma change into the corresponding expressions of the Maxwellian distributed plasma when the nonthermality parameter is taken equal to zero. Mathematical manipulations have been done for 3D Kappa-Cairns distribution function (KCDF) to find the correct normalization factor. An appropriate and valid range of values of the spectral index κ is obtained by calculating second moment of the velocity by integrating KCDF over 3D velocity space. The effect of non-thermality parameter and the spectral index κ on the 3D KCDF is studied by plotting it as a function of magnitude of the 3D velocity. It is also seen that the velocities where the tails of KCDF exists are much higher compared to the velocities where the tail of Kappa distribution occurs. For both 3D CDF and KCDF, it has been observed that the difference in the distribution functions becomes negligible when the value of the non-thermality parameter becomes more than 0.5.
I. INTRODUCTION
The distribution function of plasma particles deviates from the Maxwellian distribution function when the high energy particles make collisions much less often as compared to the collisions made by slower particles. Such high energy particles have mean free path which is proportional to , where is the velocity of the particles and the distribution does not relax to the Maxwellian distribution. Velocity distribution functions that have a power law-like tail, with an excess of superthermal particles, are often observed in space and astrophysical environments e.g., the solar flares,1–3 the solar wind,4 the galactic cosmic ray distribution,5 and plasma in a superthermal radiation field.6 Some nonthermal populations that have been evidenced in and around the Earth's bowshock and foreshock,7,8 the upper Martian ionosphere,9 and the vicinity of the Moon.10
The presence of ion and electron populations which are not in thermodynamic equilibrium in space plasma observations led to model these effects by simplest analytical way. Often, these nonthermal velocity distributions include a ring structure. One such non-thermal distribution function was introduced by Cairns et al.11 to explain the reverse-polarity structures observed in space plasma. They used one dimensional nonthermal Cairns distribution function (CDF) to study the existence of nonlinear structures like those observed by the Freja and Viking satellites. It was shown that this distribution (with a non-thermal electron population) resulted in the coexistence of both positive and negative potential solitons, which could not be prevailed with Maxwellian electrons. Although the Cairns distribution has not been employed to fit observed velocity distribution data, it still can be used as a useful model for the non-Maxwellian plasmas. This nonthermal velocity distribution shows an enhanced high energy tail, superposed on a Maxwellian-like low energy portion. The effect of nonthermal electrons and hot ions on the ion acoustic waves was studied by Mamun12 and Tang et al.13 Bahache et al.14 analysed the expansion of an intense laser produced plasma into vacuum by using Cairns distribution. It, therefore, serves as a useful theoretical model for the family of non-Maxwellian or non-thermal space plasmas and has been utilized by a number of researchers, e.g., Refs. 15–19.
Recently, electrostatic waves in an isotropic unmagnetized plasma has been studied by Hadi et al.20 and Hadi and Ata-ur-Rahman21 using the Cairns distribution function. To study the kinetic behavior of electrostatic waves in an isotropic unmagnetized plasma, one requires to use a three-dimensional (3D) distribution function or reduced one-dimensional (1D) distribution functions.22–27 The reduced 1D distribution function is obtained by averaging our two directions in the velocity space and leaving the dependence of the distribution on only one velocity component. Now it is very interesting to note that the reduced 1D Cairns distribution function obtained from an isotropic 3D Cairns distribution function is significantly different from the 1D Cairns distribution function reported by Cairns et al..11 This difference in the functional dependence of these 1D distribution functions leads to misleading results if the derivations of the dielectric function are not performed carefully.
On the other hand, another approach to model the non-Maxwellian like behavior is provided by the κ distribution function28–32 that was for the first time introduced by Vasyliunas32 to fit phenomenologically the power law-like dependence of electron distribution functions observed in space plasma. Summers and Thorne33 introduced a new plasma dispersion function, based on this distribution function, but they restricted κ to strictly integer values. Effects of superthermal particles on electrostatic and electromagnetic waves with Kappa distribution34 and Langmuir modes with hybrid Kappa-Maxwellian velocity distribution35 in magnetized space plasmas have been investigated in strongly and weakly magnetized regimes. Like Cairns distribution, the Kappa distribution is also a generalization of the Maxwellian distribution. As will be explained in more explicit way in the coming section, by taking certain limits of Cairns and Kappa distributions functions, these will reduce to a Maxwellian distribution.
In addition to this, Abid et al.36 have proposed a hybrid 3D distribution named as Kappa-Cairns (also called Vasyliunas–Cairns) distribution by combining Cairns distribution and Kappa distribution functions. This distribution depends on two parameters i.e., non-thermality parameter α and the spectral index . A careful analysis shows that 3D versions of the Cairns and Kappa-Cairns distributions have a different range of values of nonthermality and spectral index parameters for which these distributions are valid. Our analysis shows that moving from 1D Cairns distribution to 3D distribution is not straightforward, and if care is not taking, we might arrive at erroneous and wrong conclusions.
This paper is organized in the following order. In Sec. II, 3D isotropic Cairns distribution is examined critically by comparing it with other isotropic distributions such as Maxwellian and Kappa. This is followed in Sec. III by presenting a derivation of the dielectric function for electrostatic waves in a Cairns distributed plasma. Langmuir, ion acoustic, and dust acoustic waves for a Cairns distributed plasma are studied in Sec. IV. Normalization and range of validity of spectral indices for Kappa-Cairns distribution are presented in Sec. V. Summary of the paper is given in Sec. VI.
II. 3D CAIRNS DISTRIBUTION FUNCTION AND ITS CORRECT VALIDATION
III. DERIVATION OF DIELECTRIC FUNCTION
IV. ANALYTICAL EXPRESSIONS OF DISPERSION RELATION AND DAMPING RATE
A. Electron plasma waves in cairns distributed plasma
This expression shows that the damping rate is proportional to the slope of the 1D reduced distribution function evaluated at the velocities which is equal to the phase velocity of the wave.25 Owing to their high frequency, LWs have high phase velocity. As shown in Fig. 1(b), at high velocities, the slope of the Maxwellian distribution is less than the slope of the corresponding nonthermal distribution functions. This results in lower damping rate of LWs for a Maxwellian plasma as compared to the nonthermal plasma. Figure 1(b) also shows that the slope of the nonthermal distribution function decreases slightly with an increase in the value of the nonthermality parameter. This slight decrease in the slope of the reduced distribution function results in a slight decrease in the damping rate of the LWs when the value of the nonthermality parameter is increased. The damping rates of the electrostatic waves are plotted for a shorter range of the wavenumber . This is because while deriving analytical results one assumes that . For large values of the wavenumber , this approximation breaks down and the damping rates obtained from analytical expressions are not valid. The relevance of present studies in non-Maxwellian plasma may be useful for those LWs which are excited by different ways such as by the streaming of energetic particles, for example, in solar flares that can affect the distribution function leading to a spectrum of LWs in solar wind, which is a non-Maxwellian plasma.41,42
B. Ion acoustic waves in cairns distributed plasma
These are the same expressions for the frequency and damping rate that are obtained when the Maxwellian distribution function is used to study Landau damping of IAWs.25,43,44 Figure 5 shows the effect of nonthermality parameter on the real and imaginary parts of the ion acoustic wave (IAWs) for electron to ion temperature ratio . Figure 5(a) shows that the phase velocity of the ion acoustic wave increases with an increase in the value of the nonthermality parameter. This behavior of the real frequency of the ion acoustic wave is similar to the real frequency of the Langmuir wave. Figure 5(b) shows the effect of nonthermality parameter on the damping rate of the ion acoustic waves. It shows that damping rate of the IAWs for a Maxwellian plasma is more as compare to damping rate of the corresponding nonthermal plasma. This behavior of the damping rate of IAWs is opposite to that of LWs. This behavior of the damping rate can be understood again by looking at Fig. 1(b). IAWs are low frequency waves resulting in a small value of the phase velocity of the IAWs. Figure 1(b) shows that for smaller values of the particle velocities, the slope of Maxwellian reduced distribution is large as compared to the slopes of the corresponding nonthermal reduced distribution functions. Again according to Eq. (26), the damping rate is proportional to the slope of the reduced distribution function. It means that for IAWs, the damping rate of the Maxwellian plasma is strong as compared to the damping rate of the corresponding nonthermal plasma. In the case of nonthermal plasma, in the resonance region, the slope of the reduced distribution function decreases with an increase in value of the nonthermality parameter. This decrease in the slope of the reduced distribution results in a decrease in the damping rate of the IAWs with an increase in the value of the nonthermality parameter. The dependence of Landau damping of IAWs on electrons or ions can be further understood by inspecting the analytically obtained Landau damping rate given by Eq. (33). This equation shows that Landau damping of IAWs is comprised of two parts. The first part which is proportional to is called electron Landau damping term. The second part which is proportional to is called the ion Landau damping terms. Electrons and ions both contribute toward Landau damping when their temperatures are comparable. However, when , the ion landau damping term vanishes and there is always a small Landau damping present due to electrons. The present IAW studies are applicable to comprehend the dispersion and damping features of these sorts of waves in space plasma systems where some nonthermality of the particles has been observed by the satellite missions of Freja and Viking, specifically in the upper part of the ionosphere and in the auroral regions.45,46
C. Dust acoustic waves in cairns distributed plasma
We are interested in dust perturbations in Cairns distributed plasma. In the present context of a complex plasma the dust grain charging processes, which are faster (typically of the order of 10−8 s) than other characteristic processes (tens of milliseconds for micro sized dust grain) of the DA wave formation and propagation. Therefore, even on this kinetic time scale, the dust charge quickly reaches local equilibrium, which means that the dust grain charge will be fixed in each point of the DA perturbation and is determined there by the plasma parameters at this point. It follows that (where is the dust charging frequency), and in such case the dust charge instantaneously reaches its equilibrium value at each space-time point determined by the local electrostatic potential . Hence, it does not give rise to any dissipative effect, and this is known as adiabatic dust charge variation.43,50
This expression shows that the phase velocity of the DA wave increases with an increase in the value of the non-thermality parameter . Equation (40) also shows that when , the dispersion relation becomes independent of the wavenumber and gives and . Both these two behaviors can be seen in panel (a) of Fig. 6. Panel (b) of Fig. 6 shows the dependence of normalized damping rate of DAWs on the nonthermality parameter . It shows that damping of DAWs increases with an increase in the value of . As we have just seen that phase velocity of the wave increases with . The slope of the reduced CDF is more for higher velocities as compare to lower velocities. The resonant particles will be those for which slope of the reduced 1D CDF is high. This will lead to a higher damping rate according to Eq. (26). These analytical and numerical results may be useful for understanding the propagation of DAWs in low-temperature laboratory plasmas where particles of plasma are far away from thermal equilibrium.51
V. KAPPA-CAIRNS DISTRIBUTION FUNCTION
Figure 7 shows the effect of non-thermality parameter and the spectral index on 3D Kappa–Cairns distribution. Figure 7(a) depicts the effect of spectral index when the value of . This part of the figure shows that there is very little change in the behavior of the distribution with a change in value of the spectral index . However, Figs. (7b)–(7f) show that when the value of is non-zero, the spectral index has significant effect on the Kappa–Cairns distribution. This is because when , the Kappa–Cairns distribution becomes the usual Kappa distribution as of Eq. (6). Figures (7b)–(7f) also show that when the value of the non-thermality parameter becomes non-zero, the distribution changes significantly with a change in the value of the spectral index . It means that when both and are non-zero, the peak of the distribution shifts to the higher values of , where . It is important to note that in the absence of non-thermality parameter (i.e., when ), the behavior of the distribution function becomes nearly similar for all the values of spectral index . However, in the presence of the non-thermality parameter (i.e., when is non-zero), the behavior of the distribution function becomes different for different values of the spectral index when it is varied in the range . The behavior of the Kappa–Cairns distribution for , with non-zero is similar to the behavior of Kappa distribution for except a shift in the peak of the distribution which depends on the value of . It means that the highest energy tail in the case of Kappa distribution exists when the value of spectral index is just above 1.5 and in the case of Kappa–Cairns distribution the highest energy tail exists when the value of spectral index is just above 3.5. The tail of Kappa–Cairns distribution is at much higher velocities/energies as compare to the tail of Kappa distribution function. This shows that in the presence of non-thermality the high energy tail corresponds to relatively higher values of the spectral index . It is also observed that shift in the peak of the distribution due to the higher values of becomes insignificant when . This can be seen more clearly in Fig. (8), which exhibits the effect of on 3D Vasyliunas–Cairns distribution for fixed values of spectral index that's 3.6, 5, 10, and 50 in Figs. (8a)–(8d), respectively. It is evident that for a given value of the spectral index , the change in the distribution with respect to becomes negligible when the value of becomes greater than 0.5. The saturation of 3D Kappa–Cairns distribution for values of greater than 0.5 can be further seen by plotting as a function of for various values of the spectral index . Figure 9 shows the plots of Vs for . This figure shows that for given value of , the difference in value of where maximum of the Kappa-Cairns distribution occurs becomes negligible when the value of becomes greater than 0.5. The numerical results presented in this section are in good agreement with the recently derived simulation results of Darian38 for Kappa–Cairns distributed space plasma.
VI. SUMMARY
In this tutorial paper we have revisited the correct mathematical and numerical analysis of Cairns and Vasyliunas–Cairns distribution functions using their appropriate normalization constant. It is found that 1D Cairns and reduced 1D Cairns distribution functions are not similar. Their dependence on one-dimensional velocity is significantly different from each other. This behavior of CDF is different from other distribution functions such as Maxwellian, Kappa and q-nonextensive distribution. In the case of Maxwellian, Kappa, and q-nonextensive distributions, the dependence on the one-dimensional velocity is the same: either it is reduced 1D or directly written 1D distribution. The effect of non-thermality parameter on 3D CDF is studied by plotting it as a function of magnitude of the 3D velocity. These plots show that the dependence on the non-thermality parameter saturates when taking . Dielectric response function has also been derived by using properly normalized 3D Cairns distribution function. The dielectric function has been deduced in terms of plasma dispersion function using the reduced distribution function. This dielectric function can easily be converted into the corresponding dielectric function of the Maxwellian distribution function just by taking . It is observed that the 3D Cairns distribution function used in Refs. 20 and 21 is not properly normalized. It is also observed that the reduced distribution used in Refs. 20 and 21 is not properly deduced. The wrong normalization and wrong calculation of the reduced distribution function has led to wrong results and conclusions in Refs. 20 and 21. The dielectric function is used to find analytic expressions for the dispersion relations and Landau damping rates of Langmuir, ion acoustic, and dust acoustic waves in Cairns distributed plasmas.
It has been shown that the normalization factor of Kappa-Cairns (Vasyliunas–Cairns) distribution given in Ref. 36 is not properly calculated. When improperly normalized distribution is used, it may lead to erroneous plots and conclusions. Effective temperature that depends on non-thermality parameter and spectral index has been calculated by finding average energy of the particles. This effective temperature or the average energy tells us that for Vasyliunas–Cairns distribution the valid range of spectral index is such that . In Ref. 36, it has been stated that the valid range of the value of spectral index is such that which is misleading. 3D Kappa–Cairns distribution is also plotted as a function of magnitude of the 3D velocity. These plots show that in the presence of the non-thermality parameter, the peak of the distribution function is shifted to higher values of . It is also noted that the tail of Kappa–Cairns distribution exists at much higher velocities/energies as compare to the tail of Kappa distribution function. It is also seen that the difference between the 3D Kappa–Cairns distribution becomes negligible for values of . A parameter is defined which gives the value of , where maximum of the distribution occurs for given values of and . The plots of as a function of show that when , the Vasyliunas–Cairns distribution functions are different from each other. However, when , the difference becomes negligible.