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<journal-id journal-id-type="publisher-id">Front. Astron. Space Sci.</journal-id>
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<journal-title>Frontiers in Astronomy and Space Sciences</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Astron. Space Sci.</abbrev-journal-title>
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<issn pub-type="epub">2296-987X</issn>
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<article-id pub-id-type="publisher-id">1750330</article-id>
<article-id pub-id-type="doi">10.3389/fspas.2026.1750330</article-id>
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<subject>Original Research</subject>
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<title-group>
<article-title>Role of kinetic Alfv&#xe9;n waves in the non-extensive anisotropic earth&#x2019;s magnetospheric plasma</article-title>
<alt-title alt-title-type="left-running-head">Khan et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fspas.2026.1750330">10.3389/fspas.2026.1750330</ext-link>
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<name>
<surname>Khan</surname>
<given-names>Imran A.</given-names>
</name>
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<sup>1</sup>
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<surname>Ayaz</surname>
<given-names>S.</given-names>
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<surname>Shamir</surname>
<given-names>M.</given-names>
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<surname>Khokhar</surname>
<given-names>Tajammal H.</given-names>
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<aff id="aff1">
<label>1</label>
<institution>Department of Space Science, Institute of Space Technology</institution>, <city>Islamabad</city>, <country country="PK">Pakistan</country>
</aff>
<aff id="aff2">
<label>2</label>
<institution>Space and Astrophysics Research Lab (SARL), National Center of GIS and Space Applications (NCGSA)</institution>, <city>Islamabad</city>, <country country="PK">Pakistan</country>
</aff>
<aff id="aff3">
<label>3</label>
<institution>Department of Space Science and CSPAR, University of Alabama in Huntsville</institution>, <city>Huntsville</city>, <state>AL</state>, <country country="US">United States</country>
</aff>
<aff id="aff4">
<label>4</label>
<institution>Department of Physics, Faculty of Science and Technology, Thammasat University</institution>, <city>Pathum Thani</city>, <country country="TH">Thailand</country>
</aff>
<aff id="aff5">
<label>5</label>
<institution>School of Natural Sciences, Department of Physics and Astronomy, National University of Sciences and Technology (NUST)</institution>, <city>Islamabad</city>, <country country="PK">Pakistan</country>
</aff>
<author-notes>
<corresp id="c001">
<label>&#x2a;</label>Correspondence: S. Ayaz, <email xlink:href="mailto:syedayaz263@gmail.com">syedayaz263@gmail.com</email>; Imran A. Khan, <email xlink:href="mailto:iali361@gmail.com">iali361@gmail.com</email>
</corresp>
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<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-02-17">
<day>17</day>
<month>02</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>13</volume>
<elocation-id>1750330</elocation-id>
<history>
<date date-type="received">
<day>20</day>
<month>11</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>16</day>
<month>01</month>
<year>2026</year>
</date>
<date date-type="accepted">
<day>26</day>
<month>01</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2026 Khan, Ayaz, Shamir and Khokhar.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Khan, Ayaz, Shamir and Khokhar</copyright-holder>
<license>
<ali:license_ref start_date="2026-02-17">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</license-p>
</license>
</permissions>
<abstract>
<p>Kinetic Alfv&#xe9;n waves (KAWs) contribute significantly to particle acceleration in the magnetosphere of Earth. In this paper, we discussed how the charged particles&#x2019; (electrons and ions) speeds vary with distance during the wave-particle interaction. We employed the temperature-anisotropic non-extensive distribution function to model the magnetospheric plasma. Our findings show that the charged particles take more energy from the wave in the non-extensive state; consequently, the particles are accelerated to higher velocities. Our results also show that when the perpendicular ion temperature <inline-formula id="inf1">
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</abstract>
<kwd-group>
<kwd>damping length</kwd>
<kwd>group velocity</kwd>
<kwd>kinetic Alfv&#xe9;n waves</kwd>
<kwd>magnetospheric plasma</kwd>
<kwd>poynting vector</kwd>
<kwd>temperature anisotropic non-extensive distribution function</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was not received for this work and/or its publication.</funding-statement>
</funding-group>
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<meta-name>section-at-acceptance</meta-name>
<meta-value>Space Physics</meta-value>
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</front>
<body>
<sec sec-type="intro" id="s1">
<label>1</label>
<title>Introduction</title>
<p>The magnetosphere of Earth, dominated by the terrestrial magnetic field, shapes the surrounding environment and influences plasma behavior (<xref ref-type="bibr" rid="B60">Wright et al., 2024</xref>). The magnetosphere&#x2019;s complex structure of magnetic fields and plasma distributions creates natural coupling opportunities between different wave modes. This coupling, particularly between fast magnetoacoustic and Alfv&#xe9;n modes <xref ref-type="bibr" rid="B1">Alfv&#xe9;n (1942)</xref>, is integral to magneto-seismology studies, enabling researchers to probe the magnetospheric dynamics and its responses to solar wind interactions. Alfv&#xe9;n waves are frequently generated when there are unstable particle distributions, and they play a crucial role in driving interactions that impact both the ionosphere and ground-level currents, with significant implications for space weather phenomena (<xref ref-type="bibr" rid="B60">Wright et al., 2024</xref>).</p>
<p>Recent advances have expanded the understanding of these waves and the mechanisms by which they accelerate particles within the magnetosphere (<xref ref-type="bibr" rid="B60">Wright et al., 2024</xref>). The Earth&#x2019;s magnetosphere hosts a wide range of plasma waves (<xref ref-type="bibr" rid="B56">Walker, 2013</xref>), among which Alfv&#xe9;n waves on a microscopic scale, also called KAWs, are particularly important due to their influence on wave-particle interactions in the magnetospheric regions (<xref ref-type="bibr" rid="B19">Gershman et al., 2017</xref>). KAWs are characterized by their low-frequency nature (relative to the ion gyrofrequency) and their ability to develop an electric field component parallel to the background magnetic field (<xref ref-type="bibr" rid="B21">Hasegawa and Chen, 1975</xref>). When these waves propagate through plasma and interact resonantly with the charged particles, i.e., their parallel phase velocity <inline-formula id="inf6">
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<p>KAWs can propagate over extensive distances within the Earth&#x2019;s magnetosphere, facilitating energy transfer across wide spatial regions (<xref ref-type="bibr" rid="B45">Sharma Pyakurel et al., 2018</xref>). Spacecraft observations have shown that within the plasma sheet boundary layer, approximately 10% of the wave energy is transferred to particles over distances ranging from 1.5 to 15 Earth radii (R<sub>E</sub>) (<xref ref-type="bibr" rid="B34">Lysak and Song, 2003</xref>). This significant energy transfer implies that KAWs have the potential to fully dissipate through resonant interactions with particles if they propagate far enough from their initial generation points. For KAWs to effectively dissipate their energy, they must reach regions well beyond their source locations, where interactions with particles continue to absorb wave energy over vast distances. A comprehensive analysis of these waves can be found in the following studies: (<xref ref-type="bibr" rid="B4">Ayaz et al., 2024a</xref>; <xref ref-type="bibr" rid="B5">Ayaz et al., 2024b</xref>, <xref ref-type="bibr" rid="B6">Ayaz et al., 2025a</xref>; <xref ref-type="bibr" rid="B7">Ayaz et al., 2025b</xref>; <xref ref-type="bibr" rid="B15">Cramer, 2011</xref>; <xref ref-type="bibr" rid="B61">Wu and Chen, 2020</xref>; <xref ref-type="bibr" rid="B22">Keiling, 2024</xref>).</p>
<p>KAWs are prevalent across the magnetosphere and are generated through various mechanisms. One prominent mechanism of energy transfer is turbulent cascade (<xref ref-type="bibr" rid="B28">Kolmogorov, 1941</xref>). Observations have confirmed the turbulent cascades in the plasma sheet region (<xref ref-type="bibr" rid="B9">Borovsky and Funsten, 2003</xref>). A secondary mechanism, ionospheric feedback, contributes to energy transfer on smaller scales. Initially introduced by <xref ref-type="bibr" rid="B2">Atkinson (1970)</xref>, this feedback mechanism includes the response of the magnetosphere characterized by a field line impedance (<xref ref-type="bibr" rid="B37">Miura and Sato, 1980</xref>). Other studies examined the feedback instability in the presence of the field line resonances (<xref ref-type="bibr" rid="B49">Streltsov and Lotko, 2004</xref>; <xref ref-type="bibr" rid="B32">Lu et al., 2007</xref>; <xref ref-type="bibr" rid="B59">Watanabe, 2014</xref>), enhancing our understanding of KAW generation in magnetospheric structures.</p>
<p>Phase mixing also contributes significantly to KAWs generation in the plasma sheet boundary layer (<xref ref-type="bibr" rid="B33">Lysak, 2023</xref>). Observations from the Polar satellite showed KAWs activity at 4&#x2013;6 R<sub>E</sub> (<xref ref-type="bibr" rid="B62">Wygant et al., 2002</xref>), during which electrons were accelerated in the direction of the parallel electric field of the wave (<xref ref-type="bibr" rid="B35">Lysak and Song, 2011</xref>). These findings matched the <inline-formula id="inf7">
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</inline-formula> ratios predicted by dispersion relations, which allowed for estimates of perpendicular wavelengths and plasma beta, illustrating how phase mixing can sustain KAWs in high-gradient regions.</p>
<p>Additionally, fluctuations in solar wind flow near the magnetopause can excite magnetohydrodynamic waves, which may convert into KAWs (<xref ref-type="bibr" rid="B29">Lee et al., 1994</xref>). Velocity-sheared flows further contribute to this process (<xref ref-type="bibr" rid="B57">Wang et al., 1998</xref>), as does magnetic reconnection, a major driver of wave production. During reconnection at the magnetopause, KAWs travel along separatrices towards the ionosphere, and substorms in the plasma sheet tail can also generate KAWs through direct reconnection (<xref ref-type="bibr" rid="B46">Shay et al., 2011</xref>; <xref ref-type="bibr" rid="B45">Sharma Pyakurel et al., 2018</xref>). However, due to their small perpendicular wavelengths, KAWs are susceptible to Landau damping, which can dissipate the waves before reaching the ionosphere. Observations by the MMS mission in December 2015 confirmed KAW presence during reconnection at the dayside magnetopause, underscoring their influence on geomagnetic storm activity and space weather (<xref ref-type="bibr" rid="B19">Gershman et al., 2017</xref>; <xref ref-type="bibr" rid="B17">Dai et al., 2023</xref>).</p>
<p>On spatial scales larger than several Earth radii, varying numbers of resonant particles engage with waves across different magnetospheric locations, with particle interactions significantly influenced by temperature variations (<xref ref-type="bibr" rid="B25">Khan et al., 2020</xref>). Spacecraft observations and simulation results consistently show that magnetospheric temperatures are anisotropic. Near the subsolar magnetopause, the ion perpendicular temperature exceeds the ion parallel temperature (<xref ref-type="bibr" rid="B39">Olson and Lee, 1983</xref>), likely due to shock waves generated ahead of tangential discontinuities at the magnetopause (<xref ref-type="bibr" rid="B36">Mandt and Lee, 1991</xref>). In the plasma depletion layer, IMP-6 satellite data reveal this same anisotropic pattern <inline-formula id="inf8">
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</inline-formula>, which is associated with plasma flowing along flux tubes (<xref ref-type="bibr" rid="B16">Crooker et al., 1979</xref>). The Magnetospheric Multiscale (MMS) mission further confirms this trend in the dayside magnetopause, attributing it to the monochromatic ion cyclotron waves (<xref ref-type="bibr" rid="B19">Gershman et al., 2017</xref>).</p>
<p>In addition to anisotropic ion temperatures, these magnetospheric regions show similar anisotropies in electron temperatures. The THEMIS mission&#x2019;s data at the subsolar magnetopause indicate that perpendicular electron temperature exceeds parallel electron temperature, potentially due to magnetic reconnection processes (<xref ref-type="bibr" rid="B52">Tang et al., 2013</xref>). This complex temperature structure highlights the particle-wave interactions&#x2019; dynamic and varied nature across the magnetosphere.</p>
<p>Beyond temperature variations, the non-Maxwellian characteristics of magnetospheric plasma also play a role in determining the number of resonant particles that interact with waves (<xref ref-type="bibr" rid="B24">Khan et al., 2019b</xref>; <xref ref-type="bibr" rid="B23">a</xref>). The pioneering IMP-1 spacecraft&#x2019;s data revealed that the magnetosphere contains a significant population of suprathermal particles that fit a power-law distribution instead of the traditional Maxwellian distribution (<xref ref-type="bibr" rid="B38">Olbert, 1968</xref>). This discovery was later corroborated by various spacecraft, including Orbiting Geophysical Observatory missions OGO 1 and OGO 3 (<xref ref-type="bibr" rid="B55">Vasyliunas, 1968</xref>), the Polar spacecraft (<xref ref-type="bibr" rid="B27">Kletzing et al., 2003</xref>), International Sun-Earth Explorer-1 (ISEE-1) (<xref ref-type="bibr" rid="B13">Christon et al., 1988</xref>; <xref ref-type="bibr" rid="B14">Christon et al., 1991</xref>), Magnetospheric Multiscale (MMS) (<xref ref-type="bibr" rid="B41">Pollock et al., 2018</xref>), and THEMIS (<xref ref-type="bibr" rid="B26">Kirpichev et al., 2015</xref>).</p>
<p>A particularly effective model for describing suprathermal particles is the non-extensive distribution function, frequently employed in studies of magnetospheric plasmas (<xref ref-type="bibr" rid="B24">Khan et al., 2019b</xref>; <xref ref-type="bibr" rid="B31">Liu et al., 2016</xref>; <xref ref-type="bibr" rid="B44">Shamir et al., 2022</xref>) and grounded in strong theoretical foundations (<xref ref-type="bibr" rid="B54">Tsallis, 1988</xref>). This function provides a robust framework for capturing the effects of suprathermal particles and has proven instrumental in understanding wave-particle interactions in magnetospheric environments.</p>
<p>Inspired by observations of power-law distributions, temperature anisotropies, and KAWs, this study investigates the dynamics of KAWs propagating through the Earth&#x2019;s magnetosphere, modeled with a temperature-anisotropic, non-extensive velocity distribution function. Specifically, we analyze how these waves accelerate charged particles through resonant interactions and examine the influence of the non-extensive <inline-formula id="inf9">
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</inline-formula> parameter and temperature anisotropy on the energy flow velocity. In addition, we determine the characteristic scale length over which the waves undergo damping and evaluate for different temperature anisotropies and <inline-formula id="inf10">
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</inline-formula> values. To our knowledge, this research is the first to explore the role of these waves in accelerating charged particles in the Earth&#x2019;s magnetospheric plasma. The mathematical framework supporting these analyses is detailed in the following section.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>Mathematical model</title>
<p>The geometry of the system is considered in such a manner that the background magnetic field is oriented parallel to the <inline-formula id="inf11">
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<p>In the magnetospheric plasmas, across the background magnetic field, KAWs carry a small amount of energy. The energy is predominantly carried by the waves along the background magnetic field (<xref ref-type="bibr" rid="B34">Lysak and Song, 2003</xref>). The transport of the energy with respect to distance is governed by the steady-state Poynting theorem, which for the KAWs simplifies to <xref ref-type="bibr" rid="B34">Lysak and Song (2003)</xref>, <xref ref-type="bibr" rid="B25">Khan et al. (2020)</xref>, and <xref ref-type="bibr" rid="B63">Xunaira et al. (2023)</xref>
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<label>(4)</label>
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</p>
<p>In <xref ref-type="disp-formula" rid="e3">Equations 3</xref> and <xref ref-type="disp-formula" rid="e4">4</xref>, <inline-formula id="inf25">
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</inline-formula> is the species under consideration (i.e., electrons/ions), <inline-formula id="inf27">
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</inline-formula> is dimensionless quantity given by <inline-formula id="inf29">
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</inline-formula>, where <inline-formula id="inf30">
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</inline-formula> is gyrofrequency given by <inline-formula id="inf31">
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</inline-formula>, and <inline-formula id="inf32">
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</inline-formula> is plasma frequency given by <inline-formula id="inf33">
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</inline-formula>. All other symbols have their usual meaning.</p>
<p>In the current paper, we chose the following anisotropic non-extensive distribution function (<xref ref-type="bibr" rid="B43">Qiu and Liu, 2013</xref>):<disp-formula id="e5">
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<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mi>&#x3b8;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo stretchy="false">&#x2016;</mml:mo>
<mml:mi>&#x3b1;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>q</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>q</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:msup>
<mml:mtext>,</mml:mtext>
</mml:mrow>
</mml:math>
<label>(5)</label>
</disp-formula>where<disp-formula id="equ1">
<mml:math id="m39">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="normal">A</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi mathvariant="normal">q</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msqrt>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>q</mml:mi>
</mml:mrow>
</mml:msqrt>
<mml:mspace width="2.77695pt" class="tmspace"/>
<mml:mi mathvariant="normal">&#x393;</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>q</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mi>&#x3c0;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mn>3</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:msup>
<mml:msubsup>
<mml:mrow>
<mml:mi>&#x3b8;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x22a5;</mml:mo>
<mml:mi>&#x3b1;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msubsup>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3b8;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo stretchy="false">&#x2016;</mml:mo>
<mml:mi>&#x3b1;</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mi mathvariant="normal">&#x393;</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>q</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mfrac>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>and <inline-formula id="inf34">
<mml:math id="m40">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3b8;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x22a5;</mml:mo>
<mml:mo>,</mml:mo>
<mml:mo stretchy="false">&#x2016;</mml:mo>
<mml:mi>&#x3b1;</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msqrt>
<mml:mrow>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mn>3</mml:mn>
<mml:mi>q</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:mfenced>
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="normal">T</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x22a5;</mml:mo>
<mml:mo>,</mml:mo>
<mml:mo stretchy="false">&#x2016;</mml:mo>
</mml:mrow>
</mml:msub>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn>
<mml:msub>
<mml:mrow>
<mml:mi>m</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msqrt>
</mml:mrow>
</mml:math>
</inline-formula>. The values of <inline-formula id="inf35">
<mml:math id="m41">
<mml:mrow>
<mml:mi>q</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> are restricted to <inline-formula id="inf36">
<mml:math id="m42">
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
<mml:mo>&#x3c;</mml:mo>
<mml:mi>q</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>. Putting <xref ref-type="disp-formula" rid="e5">Equation 5</xref> in <xref ref-type="disp-formula" rid="e3">Equations 3</xref> and <xref ref-type="disp-formula" rid="e4">4</xref> and then following the approach adopted in many studies (see Refs: <xref ref-type="bibr" rid="B34">Lysak and Song (2003)</xref>; <xref ref-type="bibr" rid="B25">Khan et al. (2020)</xref>; <xref ref-type="bibr" rid="B6">Ayaz et al. (2025a)</xref> and references therein), the <inline-formula id="inf37">
<mml:math id="m43">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3f5;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x22a5;</mml:mo>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf38">
<mml:math id="m44">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3f5;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo stretchy="false">&#x2016;</mml:mo>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> expressions turn out to be<disp-formula id="e6">
<mml:math id="m45">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3f5;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x22a5;</mml:mo>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mi>c</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mi mathvariant="normal">v</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi mathvariant="normal">A</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn mathvariant="normal">2</mml:mn>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
</mml:mfrac>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>3</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mn>4</mml:mn>
</mml:mrow>
</mml:mfrac>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mn>3</mml:mn>
<mml:mi>q</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:mfrac>
<mml:mtext> </mml:mtext>
<mml:msubsup>
<mml:mrow>
<mml:mi>k</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x22a5;</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msubsup>
<mml:mtext> </mml:mtext>
<mml:msubsup>
<mml:mrow>
<mml:mi>&#x3c1;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mi>q</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
</mml:mfenced>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mi>c</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
<mml:msubsup>
<mml:mrow>
<mml:mi>k</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo stretchy="false">&#x2016;</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mi>&#x3c9;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:mfrac>
<mml:mfrac>
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mi>c</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>s</mml:mi>
<mml:mi>q</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mi mathvariant="normal">v</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi mathvariant="normal">A</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn mathvariant="normal">2</mml:mn>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
</mml:mfrac>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3c8;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msub>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>and<disp-formula id="e7">
<mml:math id="m46">
<mml:mrow>
<mml:mtable class="aligned">
<mml:mtr>
<mml:mtd columnalign="right">
<mml:msub>
<mml:mrow>
<mml:mi>&#x3f5;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo stretchy="false">&#x2016;</mml:mo>
</mml:mrow>
</mml:msub>
</mml:mtd>
<mml:mtd columnalign="left">
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:msubsup>
<mml:mrow>
<mml:mi>&#x3c9;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mi>e</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mi>k</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo stretchy="false">&#x2016;</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msubsup>
<mml:mtext> </mml:mtext>
<mml:msubsup>
<mml:mrow>
<mml:mi>&#x3b8;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo stretchy="false">&#x2016;</mml:mo>
<mml:mi>e</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
</mml:mfrac>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>q</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mi>&#x3c9;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mi>i</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mi>&#x3c9;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:mfrac>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:msubsup>
<mml:mrow>
<mml:mi>k</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x22a5;</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msubsup>
<mml:mtext> </mml:mtext>
<mml:msubsup>
<mml:mrow>
<mml:mi>&#x3c1;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mi>q</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msubsup>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3c8;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd columnalign="right"/>
<mml:mtd columnalign="left">
<mml:mspace width="1em"/>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mi>i</mml:mi>
<mml:mi>&#x3c0;</mml:mi>
<mml:msqrt>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>q</mml:mi>
<mml:mtext> </mml:mtext>
</mml:mrow>
</mml:msqrt>
<mml:mfrac>
<mml:mrow>
<mml:mi mathvariant="normal">&#x393;</mml:mi>
<mml:mfenced open="[" close="]">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>/</mml:mo>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>q</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mi mathvariant="normal">&#x393;</mml:mi>
<mml:mfenced open="[" close="]">
<mml:mrow>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>q</mml:mi>
</mml:mrow>
</mml:mfenced>
<mml:mo>/</mml:mo>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mi>q</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mfrac>
<mml:mfrac>
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mi>&#x3c9;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mi>e</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msubsup>
<mml:mi>&#x3c9;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mi>k</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo stretchy="false">&#x2016;</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mn>3</mml:mn>
</mml:mrow>
</mml:msubsup>
<mml:msubsup>
<mml:mrow>
<mml:mi>&#x3b8;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo stretchy="false">&#x2016;</mml:mo>
<mml:mi>e</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>3</mml:mn>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
</mml:mfrac>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd columnalign="right"/>
<mml:mtd columnalign="left">
<mml:mspace width="1em"/>
<mml:mfenced open="{" close="}">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="normal">T</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo stretchy="false">&#x2016;</mml:mo>
<mml:mi mathvariant="normal">e</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="normal">T</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo stretchy="false">&#x2016;</mml:mo>
<mml:mi mathvariant="normal">i</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mn>3</mml:mn>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
<mml:msqrt>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>m</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>i</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>m</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:msqrt>
<mml:mtext> </mml:mtext>
<mml:msup>
<mml:mrow>
<mml:mfenced open="[" close="]">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>q</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:mfenced>
<mml:msubsup>
<mml:mrow>
<mml:mi>&#x3be;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mi>i</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msubsup>
<mml:mtext> </mml:mtext>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>q</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>q</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:mfenced>
<mml:mo>.</mml:mo>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:math>
</disp-formula>
</p>
<p>Solving the determinant <xref ref-type="disp-formula" rid="e2">Equation 2</xref> using the methods employed in Refs: <xref ref-type="bibr" rid="B34">Lysak and Song (2003)</xref>; <xref ref-type="bibr" rid="B25">Khan et al. (2020)</xref>; <xref ref-type="bibr" rid="B63">Xunaira et al. (2023)</xref>; <xref ref-type="bibr" rid="B6">Ayaz et al. (2025a)</xref> and references therein, we get the following expressions of <inline-formula id="inf39">
<mml:math id="m47">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3c9;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>r</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf40">
<mml:math id="m48">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3c9;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>i</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>:<disp-formula id="e8">
<mml:math id="m49">
<mml:mtable class="align" columnalign="left">
<mml:mtr>
<mml:mtd columnalign="right">
<mml:msubsup>
<mml:mrow>
<mml:mi>&#x3c9;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>r</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msubsup>
</mml:mtd>
<mml:mtd columnalign="left">
<mml:mo>&#x3d;</mml:mo>
<mml:msubsup>
<mml:mrow>
<mml:mi>k</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo stretchy="false">&#x2016;</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msubsup>
<mml:msup>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="normal">v</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi mathvariant="normal">A</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mfenced open="{" close="">
<mml:mrow>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>3</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mn>4</mml:mn>
</mml:mrow>
</mml:mfrac>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mn>3</mml:mn>
<mml:mi>q</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:mfrac>
<mml:mtext> </mml:mtext>
<mml:msubsup>
<mml:mrow>
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<mml:mrow>
<mml:mo>&#x22a5;</mml:mo>
</mml:mrow>
<mml:mrow>
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</mml:mrow>
</mml:msubsup>
<mml:mtext> </mml:mtext>
<mml:msubsup>
<mml:mrow>
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<mml:mrow>
<mml:mn>2</mml:mn>
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</mml:mrow>
</mml:mfenced>
<mml:mfenced open="[" close="]">
<mml:mrow>
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<mml:mrow>
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<mml:mrow>
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</mml:mrow>
<mml:mrow>
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</mml:mrow>
</mml:msubsup>
</mml:mrow>
</mml:mfrac>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3c8;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
<mml:mo>&#x2b;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mtext> </mml:mtext>
<mml:mn>2</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>q</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mfrac>
<mml:mfrac>
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<mml:mrow>
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<mml:mrow>
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</mml:mrow>
</mml:msub>
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<mml:mrow>
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</mml:mrow>
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</mml:mrow>
</mml:mfrac>
<mml:mtext> </mml:mtext>
<mml:msubsup>
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<mml:mrow>
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</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msubsup>
<mml:mtext> </mml:mtext>
<mml:msubsup>
<mml:mrow>
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</mml:mrow>
<mml:mrow>
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</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
</mml:mfenced>
</mml:mtd>
</mml:mtr>
<mml:mtr>
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<mml:mtd columnalign="left">
<mml:mspace width="1em"/>
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<mml:mrow>
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<mml:mrow>
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<mml:mrow>
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<mml:mrow>
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<mml:mrow>
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</mml:msubsup>
</mml:mrow>
</mml:mfrac>
<mml:mfrac>
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<mml:mn>2</mml:mn>
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<mml:mrow>
<mml:mn>1</mml:mn>
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<mml:msubsup>
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</mml:mrow>
<mml:mrow>
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</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msubsup>
<mml:mtext> </mml:mtext>
<mml:msubsup>
<mml:mrow>
<mml:mi>&#x3c1;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mi>q</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msubsup>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3c8;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>q</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
<mml:mo>,</mml:mo>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:math>
<label>(6)</label>
</disp-formula>and<disp-formula id="e9">
<mml:math id="m50">
<mml:mrow>
<mml:mtable class="aligned">
<mml:mtr>
<mml:mtd columnalign="right">
<mml:msub>
<mml:mrow>
<mml:mi>&#x3c9;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>i</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mtd>
<mml:mtd columnalign="left">
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>i</mml:mi>
<mml:mi>&#x3c0;</mml:mi>
<mml:mfrac>
<mml:mrow>
<mml:msqrt>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>q</mml:mi>
<mml:mtext> </mml:mtext>
</mml:mrow>
</mml:msqrt>
<mml:mi mathvariant="normal">&#x393;</mml:mi>
<mml:mfenced open="[" close="]">
<mml:mrow>
<mml:mn>1</mml:mn>
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<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mn>1</mml:mn>
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</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
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<mml:mrow>
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<mml:msub>
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<mml:mrow>
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</mml:msub>
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</mml:mfenced>
<mml:mo>&#x2b;</mml:mo>
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<mml:mn>2</mml:mn>
</mml:mrow>
<mml:mrow>
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<mml:mrow>
<mml:mn>1</mml:mn>
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<label>(7)</label>
</disp-formula>
</p>
<p>In <xref ref-type="disp-formula" rid="e8">Equations 6</xref> and <xref ref-type="disp-formula" rid="e9">7</xref>, <inline-formula id="inf41">
<mml:math id="m51">
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<mml:mo>/</mml:mo>
<mml:msqrt>
<mml:mrow>
<mml:mn>2</mml:mn>
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<mml:mtext> </mml:mtext>
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</inline-formula> represents ion gyroradius and <inline-formula id="inf42">
<mml:math id="m52">
<mml:mrow>
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<mml:mrow>
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<mml:mrow>
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</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
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<mml:mrow>
<mml:mfenced open="(" close=")">
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<mml:mn>3</mml:mn>
<mml:mi>q</mml:mi>
<mml:mo>&#x2212;</mml:mo>
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</mml:mfenced>
<mml:msub>
<mml:mrow>
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<mml:mrow>
<mml:mo stretchy="false">&#x2016;</mml:mo>
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<mml:mo>/</mml:mo>
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<mml:mrow>
<mml:mi>m</mml:mi>
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</inline-formula> represents sound speed in the non-extensive distributed plasma. Moreover, the temperature anisotropic terms (<inline-formula id="inf43">
<mml:math id="m53">
<mml:mrow>
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<mml:mrow>
<mml:mi>&#x3c8;</mml:mi>
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<mml:mrow>
<mml:mn>1</mml:mn>
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</mml:mrow>
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</inline-formula> and <inline-formula id="inf44">
<mml:math id="m54">
<mml:mrow>
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<mml:mrow>
<mml:mi>&#x3c8;</mml:mi>
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<mml:mrow>
<mml:mn>2</mml:mn>
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</mml:math>
</inline-formula>) in expressions <xref ref-type="disp-formula" rid="e8">Equations 6</xref> and <xref ref-type="disp-formula" rid="e9">7</xref> are defined by the following expressions:<disp-formula id="e10">
<mml:math id="m55">
<mml:mrow>
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<mml:mrow>
<mml:mi>&#x3c8;</mml:mi>
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<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
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<mml:mrow>
<mml:mn>3</mml:mn>
<mml:mi>q</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
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<mml:mfenced open="[" close="]">
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<mml:mfenced open="(" close=")">
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<mml:mo>&#x2212;</mml:mo>
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<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>and<disp-formula id="e11">
<mml:math id="m56">
<mml:mrow>
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<mml:mi>&#x3c8;</mml:mi>
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<mml:mrow>
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<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
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<mml:mrow>
<mml:mn>3</mml:mn>
<mml:mi>q</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:mfrac>
<mml:mfenced open="[" close="]">
<mml:mrow>
<mml:mfenced open="(" close=")">
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<mml:mrow>
<mml:msub>
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<mml:mi mathvariant="normal">T</mml:mi>
</mml:mrow>
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</mml:mrow>
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</mml:mrow>
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<mml:mo>&#x2212;</mml:mo>
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</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
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<mml:mfrac>
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</mml:mrow>
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<mml:mrow>
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<mml:mi mathvariant="normal">T</mml:mi>
</mml:mrow>
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<mml:mo>&#x22a5;</mml:mo>
<mml:mi mathvariant="normal">i</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>
</p>
<p>It should be noted that the above expressions are different from the expressions reported in <xref ref-type="bibr" rid="B31">Liu et al. (2016)</xref>. In that paper, the functional form of the distribution (<xref ref-type="disp-formula" rid="e1">Equation 1</xref> of <xref ref-type="bibr" rid="B31">Liu et al. (2016)</xref>) is different from our <xref ref-type="disp-formula" rid="e5">Equation 5</xref>. Moreover, when <inline-formula id="inf45">
<mml:math id="m57">
<mml:mrow>
<mml:mi>q</mml:mi>
<mml:mo>&#x2192;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>, and <inline-formula id="inf46">
<mml:math id="m58">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="normal">T</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x22a5;</mml:mo>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi mathvariant="normal">i</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="normal">T</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo stretchy="false">&#x2016;</mml:mo>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi mathvariant="normal">i</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, Maxwellian results can be retrieved (<xref ref-type="bibr" rid="B34">Lysak and Song, 2003</xref>), and in the limit, <inline-formula id="inf47">
<mml:math id="m59">
<mml:mrow>
<mml:mi>q</mml:mi>
<mml:mo>&#x2192;</mml:mo>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
<mml:mo>/</mml:mo>
<mml:mi>&#x3ba;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, the results of Kappa distributed plasma can be retrieved (<xref ref-type="bibr" rid="B25">Khan et al., 2020</xref>).</p>
<p>To see how the Poynting vector varies with distance, we have to solve <xref ref-type="disp-formula" rid="e1">Equation 1</xref>, which is a simple first-order differential equation that has the following solution (<xref ref-type="bibr" rid="B25">Khan et al., 2020</xref>):<disp-formula id="e12">
<mml:math id="m60">
<mml:mrow>
<mml:mi mathvariant="normal">S</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:mfenced>
<mml:mo>&#x3d;</mml:mo>
<mml:mi mathvariant="normal">S</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:mfenced>
<mml:mi>exp</mml:mi>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3c9;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>r</mml:mi>
</mml:mrow>
</mml:msub>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3c9;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>i</mml:mi>
</mml:mrow>
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</mml:mrow>
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<label>(8)</label>
</disp-formula>
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<p>Expression <xref ref-type="disp-formula" rid="e12">Equation 8</xref> is valid for studying energy transfer through the Landau damping rate&#x2014;resonant interaction. When there is no resonant interaction <inline-formula id="inf48">
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<p>The resonant particles experience acceleration as a result of taking energy from the wave. If the wave loses energy only through the Landau mechanism, then the average speed of the particles will be (<xref ref-type="bibr" rid="B5">Ayaz et al., 2024b</xref>; <xref ref-type="bibr" rid="B7">Ayaz et al., 2025b</xref>)<disp-formula id="e13">
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<label>(9)</label>
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<mml:math id="m66">
<mml:mrow>
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</mml:mrow>
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</inline-formula> represents mass density.</p>
<p>During the resonant interaction, the perturbations are supposed not to be very large, so we can assume linear analysis. Considering linear analysis, in <xref ref-type="disp-formula" rid="e12">Equation 8</xref>, the relationship between the Poynting vector and group velocity is not shown explicitly, as we have adopted the model of <xref ref-type="bibr" rid="B34">Lysak and Song (2003)</xref>. Following the procedure of <xref ref-type="bibr" rid="B8">Bers (1999)</xref>, the explicit relationship is<disp-formula id="e14">
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</mml:mrow>
</mml:mfrac>
<mml:mo>,</mml:mo>
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<label>(10)</label>
</disp-formula>where <inline-formula id="inf53">
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<mml:mrow>
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<mml:mi>w</mml:mi>
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</mml:math>
</inline-formula> represents time-averaged wave energy density. <xref ref-type="disp-formula" rid="e14">Equation 10</xref> provides information as to how the electromagnetic energy is propagated by the KAWs having different wavelengths.</p>
<p>When the different waves interact with the plasma, the characteristic scale length <inline-formula id="inf54">
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</inline-formula> over which the wave damps out can be found in terms of the group velocity and damping rate (<xref ref-type="bibr" rid="B53">Tiwari et al., 2008</xref>):<disp-formula id="e15">
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<label>(11)</label>
</disp-formula>The above damping length <inline-formula id="inf55">
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</sec>
<sec sec-type="results|discussion" id="s3">
<label>3</label>
<title>Results and discussion</title>
<p>For our analysis, we consider the propagation of the KAWs in the magnetopause where the plasma equilibrium density <inline-formula id="inf56">
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</inline-formula>, the background magnetic field <inline-formula id="inf58">
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</inline-formula> &#x3d; 55 nT, <inline-formula id="inf59">
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</inline-formula> eV, <inline-formula id="inf60">
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<mml:mo>&#x3d;</mml:mo>
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</inline-formula> eV, and <inline-formula id="inf61">
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</inline-formula> eV, (<xref ref-type="bibr" rid="B19">Gershman et al., 2017</xref>). The 3-D global-scale hybrid simulation shows that <inline-formula id="inf62">
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</inline-formula> <inline-formula id="inf63">
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</inline-formula> (<xref ref-type="bibr" rid="B58">Wang et al., 2019</xref>). These waves can strongly interact with the plasma. In the resonant process, physically, the velocities of the resonant electrons approach the phase velocity of the KAWs. Those electrons whose velocities are slightly below the phase velocity of the KAWs gain energy from the wave, in contrast to those electrons whose velocities are slightly above the phase velocity of the KAWs that give energy to the wave. The non-extensive distribution has a negative slope, thus, on average more particles take energy from the KAWs. During the resonant interaction, in the highly non-Maxwellian cases, the electrons gain more kinetic energy from waves (<xref ref-type="fig" rid="F1">Figure 1</xref>). Moreover, the velocity of resonant electrons is <inline-formula id="inf64">
<mml:math id="m80">
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</mml:mrow>
</mml:math>
</inline-formula> 1,000 km/s even after the waves cover a distance of 10 R<sub>E</sub>.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Resonant velocity of charged particles. The resonant velocity is calculated using <xref ref-type="disp-formula" rid="e13">Equation 9</xref>, where <inline-formula id="inf65">
<mml:math id="m81">
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<mml:mrow>
<mml:mi>n</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 10 <inline-formula id="inf66">
<mml:math id="m82">
<mml:mrow>
<mml:msup>
<mml:mrow>
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</mml:mrow>
<mml:mrow>
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<mml:mn>3</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf67">
<mml:math id="m83">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="normal">B</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 55 nT, <inline-formula id="inf68">
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<mml:mn>0</mml:mn>
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<mml:mrow>
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<mml:mn>7</mml:mn>
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</mml:mrow>
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</inline-formula> <inline-formula id="inf69">
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<mml:mn>8</mml:mn>
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</mml:mrow>
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</inline-formula> <inline-formula id="inf71">
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</mml:mrow>
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</inline-formula>. This figure shows the variation of resonant velocity as a function of distance for <inline-formula id="inf72">
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<mml:mo>&#x3d;</mml:mo>
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</mml:math>
</inline-formula> eV, <inline-formula id="inf75">
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</inline-formula> eV, and <inline-formula id="inf76">
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<mml:mo>&#x3d;</mml:mo>
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</mml:mrow>
</mml:math>
</inline-formula> eV, respectively.</p>
</caption>
<graphic xlink:href="fspas-13-1750330-g001.tif">
<alt-text content-type="machine-generated">Line graph compares v res in kilometers per second versus distance in Earth radii for two cases: a black dashed line labeled q equals 0.5 and a red dashed line labeled Maxwellian, both showing a decreasing trend.</alt-text>
</graphic>
</fig>
<p>Waves of different wavelengths can interact differently. When the perpendicular wavenumber of the waves is small, i.e., large perpendicular wavelength, then the particles are accelerated to higher velocities (<xref ref-type="fig" rid="F2">Figure 2</xref>), and because the waves lose energy during their journey, energization takes place more efficiently near the regions where the waves are excited, as the magnitude of the velocity reduces (see bar legends in <xref ref-type="fig" rid="F2">Figure 2</xref>). It can also be seen that the parallel wavenumber does not significantly influence the resonant velocity.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Effect of varying wavenumber on the resonant velocity of charged particles. The figures are generated using <xref ref-type="disp-formula" rid="e13">Equation 9</xref>. Both the perpendicular and parallel wavenumbers are normalized with <inline-formula id="inf77">
<mml:math id="m93">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3c1;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>i</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. The value of <inline-formula id="inf78">
<mml:math id="m94">
<mml:mrow>
<mml:mi>q</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is 0.5 and all other parameters have the same values as in <xref ref-type="fig" rid="F1">Figure 1</xref>. In the panels, the influence of the wavenumber has been checked at different locations. The bar legends right to the panels (top)&#x2013;(bottom) represent the magnitude of the resonant velocity. It can be seen that the magnitudes of the resonant speed decrease when <inline-formula id="inf79">
<mml:math id="m95">
<mml:mrow>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is large.</p>
</caption>
<graphic xlink:href="fspas-13-1750330-g002.tif">
<alt-text content-type="machine-generated">Four color heat maps arranged in a two-by-two grid display the relationship between k parallel &#x2a; rho i and k perp &#x2a; rho i for varying z values: z equals 5, 10, 15, and 20 Earth radii, with each panel labeled accordingly. Color bars to the right of each panel indicate v res values, ranging from approximately 5950 to 6200, 5500 to 5900, 5000 to 5600, and 4600 to 5400, respectively, with a visible color gradient from red, pink, and blue to green and yellow.</alt-text>
</graphic>
</fig>
<p>The particle energization takes place parallel to the background magnetic field. Consequently, a field-aligned beam of charged particles can be created. Such beams have been reported to exist very often in the magnetosphere (<xref ref-type="bibr" rid="B48">Song et al., 1993</xref>; <xref ref-type="bibr" rid="B29">Lee et al., 1994</xref>). The beams of the accelerated charged particles precipitate into the ionosphere (<xref ref-type="bibr" rid="B47">Skj&#xe6;veland et al., 2017</xref>) and can play a vital role in the aurora formation (<xref ref-type="bibr" rid="B10">Chaston, 2006</xref>).</p>
<p>When the waves propagate toward the ionosphere, they carry field-aligned Poynting fluxes <inline-formula id="inf80">
<mml:math id="m96">
<mml:mrow>
<mml:mo>&#x223c;</mml:mo>
<mml:mn>50</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> <inline-formula id="inf81">
<mml:math id="m97">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mtext>mWm</mml:mtext>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> which are sufficient to drive aurora (<xref ref-type="bibr" rid="B11">Chaston et al., 2007</xref>). Waves having small perpendicular wavelengths damp out before reaching the ionosphere; however, this effect is balanced by other processes such as phase mixing, which continually regenerates KAWs of small perpendicular wavelengths (<xref ref-type="bibr" rid="B33">Lysak, 2023</xref>). </p>
<p>In some instances, the electron temperature remains isotropic, but the ion temperature is not (<xref ref-type="bibr" rid="B19">Gershman et al., 2017</xref>). When the perpendicular ion temperature increases, the wave interacts with the plasma such that resonant particles extract some of the wave&#x2019;s energy, resulting in comparatively low particle velocities (<xref ref-type="fig" rid="F3">Figure 3</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Effect of perpendicular ion temperature <inline-formula id="inf82">
<mml:math id="m98">
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="normal">T</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x22a5;</mml:mo>
<mml:mi mathvariant="normal">i</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> on the resonant velocity of charged particles. This figure is also based on <xref ref-type="disp-formula" rid="e13">Equation 9</xref> where <inline-formula id="inf83">
<mml:math id="m99">
<mml:mrow>
<mml:mi mathvariant="normal">q</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is 0.5 and <inline-formula id="inf84">
<mml:math id="m100">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="normal">T</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x22a5;</mml:mo>
<mml:mi mathvariant="normal">i</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is considered to have different values. The other quantities have the same values as in <xref ref-type="fig" rid="F1">Figure 1</xref>. We can see that when <inline-formula id="inf85">
<mml:math id="m101">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="normal">T</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x22a5;</mml:mo>
<mml:mi mathvariant="normal">i</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> increases, the resonant velocity decreases.</p>
</caption>
<graphic xlink:href="fspas-13-1750330-g003.tif">
<alt-text content-type="machine-generated">Line graph comparing VRes in kilometers per second versus distance in kilometers for two perpendicular ion temperatures, showing both a black dashed line for T_perp over T_parallel equals one and a red dashed line for T_perp over T_parallel equals three, with both lines decreasing but diverging over increasing distance.</alt-text>
</graphic>
</fig>
<p>When the waves propagate from regions where they are excited, the Poynting flux of the waves decreases with distance (<xref ref-type="bibr" rid="B40">Onishchenko et al., 2004</xref>). The rate at which this energy is transported can be obtained from the group velocity of KAWs. The group velocity, or the energy flow velocity, is larger for cases where the non-extensive parameter <inline-formula id="inf86">
<mml:math id="m102">
<mml:mrow>
<mml:mi>q</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> and the perpendicular temperature <inline-formula id="inf87">
<mml:math id="m103">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="normal">T</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x22a5;</mml:mo>
<mml:mi mathvariant="normal">i</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> increase (<xref ref-type="fig" rid="F4">Figure 4</xref>). That means that the hotter ions or Maxwellian distributed plasma permit the wave packets to propagate faster. The group velocity significantly increases in the perpendicular direction (<xref ref-type="fig" rid="F5">Figure 5</xref>), which is consistent with the numerical simulations based on hybrid Vlasov-Maxwell model and Hall-magnetohydrodynamics (<xref ref-type="bibr" rid="B42">Pucci et al., 2016</xref>). In the magnetospheric plasmas, the variations in the group velocity significantly influence the propagation time of the waves from the onset sites (<xref ref-type="bibr" rid="B30">Lessard et al., 2006</xref>).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Group velocity of KAWs. The group velocity is calculated using <xref ref-type="disp-formula" rid="e14">Equation 10</xref>. In the left panel, <inline-formula id="inf88">
<mml:math id="m104">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>k</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x22a5;</mml:mo>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is normalized with <inline-formula id="inf89">
<mml:math id="m105">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3c1;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>i</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. In the right panel, <inline-formula id="inf90">
<mml:math id="m106">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="normal">T</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x22a5;</mml:mo>
<mml:mi mathvariant="normal">i</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> varies, so <inline-formula id="inf91">
<mml:math id="m107">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>k</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x22a5;</mml:mo>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is not normalized with <inline-formula id="inf92">
<mml:math id="m108">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3c1;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>i</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. The remaining quantities in both panels are the same as in <xref ref-type="fig" rid="F1">Figure 1</xref>.</p>
</caption>
<graphic xlink:href="fspas-13-1750330-g004.tif">
<alt-text content-type="machine-generated">Two line graphs comparing v_gro in kilometers per second as a function of k_perp on the x-axis. The left graph shows v_gro increasing more rapidly for the Maxellian case (red dashed line) compared to the non-Maxwellian parameter q equals 0.5 (black dashed line) as k_perp rho_i increases from 0 to 0.5. The right graph shows v_gro for T_perp over T_parallel equals two (red dashed line) and T_perp over T_parallel equals one (black dashed line) as k_perp increases up to 0.02 per kilometer, with the red line rising more steeply. Both graphs include legends indicating line types and parameter values.</alt-text>
</graphic>
</fig>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Effect of wavenumber on the group velocity of KAWs. The two panels are based on <xref ref-type="disp-formula" rid="e14">Equation 10</xref>. Both the perpendicular and parallel wavenumbers are normalized with <inline-formula id="inf93">
<mml:math id="m109">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>&#x3c1;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>i</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. The value of <inline-formula id="inf94">
<mml:math id="m110">
<mml:mrow>
<mml:mi>q</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.5</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> in the left panel and <inline-formula id="inf95">
<mml:math id="m111">
<mml:mrow>
<mml:mi>q</mml:mi>
<mml:mo>&#x2192;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> in the right panel, and all other parameters are the same as in <xref ref-type="fig" rid="F1">Figure 1</xref>. The bar legends right to both panels show the magnitude of the group velocity of the waves.</p>
</caption>
<graphic xlink:href="fspas-13-1750330-g005.tif">
<alt-text content-type="machine-generated">Side-by-side heatmaps compare group velocity vg as a function of k perpendicular and k parallel times rho_i. The left panel is labeled q equals 0.5, right panel Maxwellian, both showing similar rainbow gradients with vg color bars ranging roughly between 400 and 435.</alt-text>
</graphic>
</fig>
<p>The waves that transport the energy are damped over a characteristic damping length larger than several R<sub>E</sub> (<xref ref-type="fig" rid="F6">Figure 6</xref>). The largeness of the damping length is not surprising as in the magnetosphere, the scale length varies from <inline-formula id="inf96">
<mml:math id="m112">
<mml:mrow>
<mml:mo>&#x223c;</mml:mo>
<mml:mn>15</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> R<sub>E</sub> to <inline-formula id="inf97">
<mml:math id="m113">
<mml:mrow>
<mml:mo>&#x223c;</mml:mo>
<mml:mn>150</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> R<sub>E</sub> (<xref ref-type="bibr" rid="B34">Lysak and Song, 2003</xref>). Our results show that the damping length is larger when waves having large perpendicular wavelength (small <inline-formula id="inf98">
<mml:math id="m114">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>k</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x22a5;</mml:mo>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>) travel in highly non-Maxwellian plasma <inline-formula id="inf99">
<mml:math id="m115">
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mi>q</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.5</mml:mn>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> where <inline-formula id="inf100">
<mml:math id="m116">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="normal">T</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x22a5;</mml:mo>
<mml:mi mathvariant="normal">i</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3e;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="normal">T</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo stretchy="false">&#x2016;</mml:mo>
<mml:mi mathvariant="normal">i</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> (see <xref ref-type="fig" rid="F6">Figures 6</xref>, <xref ref-type="fig" rid="F7">7</xref>). In the non-Maxwellian states <inline-formula id="inf101">
<mml:math id="m117">
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mi>q</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.5</mml:mn>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>, the largeness of the damping length means that few resonant particles participate in the wave-particle interaction compared to the Maxwellian state. This causes a weak damping of the KAWs, which can interact with the charged particles over long distances.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Damping length of KAWs. The damping length is calculated using <xref ref-type="disp-formula" rid="e15">Equation 11</xref>. In panels (left) and (right), we considered different values of the index <inline-formula id="inf102">
<mml:math id="m118">
<mml:mrow>
<mml:mi mathvariant="normal">q</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf103">
<mml:math id="m119">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="normal">T</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x22a5;</mml:mo>
<mml:mi mathvariant="normal">i</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. All other parameters are the same as in <xref ref-type="fig" rid="F1">Figure 1</xref>.</p>
</caption>
<graphic xlink:href="fspas-13-1750330-g006.tif">
<alt-text content-type="machine-generated">Two side-by-side line graphs compare how damping length (in RE) varies with perpendicular wavenumber k&#x22A5; (in km&#x207B;&#xB9;). The left graph shows two dashed lines: black for q&#x3d;0.5 and red for Maxwellian, both decreasing as k&#x22A5; increases. The right graph compares T&#x22A5;/T&#x2225;&#x3d;1 (black, dashed) and T&#x22A5;/T&#x2225;&#x3d;2 (red, dashed), again with both curves decreasing as k&#x22A5; increases. Both graphs feature legends distinguishing each line style and color.</alt-text>
</graphic>
</fig>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Effect of wavenumber on the damping length of KAWs. In the left and right panels, we considered <inline-formula id="inf104">
<mml:math id="m120">
<mml:mrow>
<mml:mi>q</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.5</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf105">
<mml:math id="m121">
<mml:mrow>
<mml:mi>q</mml:mi>
<mml:mo>&#x2192;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>, respectively. The bar legends right to both panels represent the magnitude of the damping length of KAWs.</p>
</caption>
<graphic xlink:href="fspas-13-1750330-g007.tif">
<alt-text content-type="machine-generated">Side-by-side heatmaps compare parameter L for two cases: q equals 0.5 on the left and Maxwellian on the right. Both heatmaps share axes k perpendicular rho sub i and k parallel rho sub i, with L shown by a rainbow color scale, but the ranges differ.</alt-text>
</graphic>
</fig>
<p>The damping of the waves resulting in charged particle acceleration is Landau damping, and the waves are most likely to be caused by magnetic reconnection. As we have seen from <xref ref-type="disp-formula" rid="e1">Equation 1</xref>, the Landau damping is incorporated in the steady-state Poynting theorem, and there is strong evidence from kinetic particle-in-cell (PIC) P3D simulations that confirm that once the KAWs are generated and travel away from the X-line, they experience Landau damping (<xref ref-type="bibr" rid="B45">Sharma Pyakurel et al., 2018</xref>). Moreover, both the PIC P3D simulations and spacecraft observations show that the steady-state Poynting theorem is fulfilled near/at the X-line (<xref ref-type="bibr" rid="B18">Genestreti et al., 2018</xref>). In our study, we have seen that the wave amplitude due to Landau damping is suppressed over distance, and the same must happen over time as shown by numerical analysis (<xref ref-type="bibr" rid="B12">Chettri et al., 2025</xref>).</p>
<p>To summarize this paper, we highlighted that when KAWs accelerate the charged particles in the magnetosphere of Earth, the velocities of the charges vary with respect to distance (R<sub>E</sub>). We see that the velocities are significantly influenced by the presence of the temperature anisotropic non-extensive distribution function. The accelerated charged particles are central to the formation of auroras. In addition to studying the charged particles&#x2019; velocities, we also investigate the impact of the said distribution function on the damping length and group velocity of KAWs. These findings help us in understanding the energy levels of KAWs and the extent to which they can propagate within the Earth&#x2019;s magnetosphere. The results and findings of this manuscript are widely applicable to the solar wind and corona, where particles are typically out of thermal equilibrium. Therefore, to model such realistic plasma systems, we are confident that our results are highly relevant and directly applicable to these regions. It must be noted that in this paper, we followed the local kinetic theory (<xref ref-type="bibr" rid="B34">Lysak and Song, 2003</xref>). In this approach, the gradients in the density and background magnetic field are considered to be larger than the wavelength of the waves. In other words, we assumed a constant magnetic field and constant density. Our main focus was to understand the influence of temperature anisotropy and non-extensivity on the behavior of the waves on a local kinetic scale. The local, homogeneous approximation to the magnetospheric plasma is supported by observations (<xref ref-type="bibr" rid="B51">Svenes et al., 2008</xref>; <xref ref-type="bibr" rid="B20">Haaland et al., 2009</xref>). Considering the case where <inline-formula id="inf106">
<mml:math id="m122">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>B</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf107">
<mml:math id="m123">
<mml:mrow>
<mml:mi>n</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> vary significantly would modify the quantitative values. However, we believe that the trends of these quantities reported in this study remain intact under reasonable background variations. A fully non-local calculation with radially varying <inline-formula id="inf108">
<mml:math id="m124">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>B</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:msub>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mi>r</mml:mi>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf109">
<mml:math id="m125">
<mml:mrow>
<mml:mi>n</mml:mi>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mi>r</mml:mi>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> is left for future work and is beyond the scope of this manuscript.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s4">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec sec-type="author-contributions" id="s5">
<title>Author contributions</title>
<p>IK: Conceptualization, Data curation, Formal Analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review and editing. SA: Conceptualization, Data curation, Formal Analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review and editing. MS: Formal Analysis, Investigation, Validation, Visualization, Writing &#x2013; review and editing. TK: Formal Analysis, Investigation, Validation, Visualization, Writing &#x2013; review and editing.</p>
</sec>
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<title>Acknowledgements</title>
<p>The authors express their sincere gratitude to the Frontiers editorial board for their generous support and assistance.</p>
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<title>Conflict of interest</title>
<p>The author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
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<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1113913/overview">Zubair Shaikh</ext-link>, University of Texas at Dallas, United States</p>
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<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3294086/overview">ZhiQiang Wang</ext-link>, Nanjing University of Aeronautics and Astronautics, China</p>
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