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 <front>
  <journal-meta>
   <journal-id journal-id-type="publisher-id">Solar-Terrestrial Physics</journal-id>
   <journal-title-group>
    <journal-title xml:lang="en">Solar-Terrestrial Physics</journal-title>
    <trans-title-group xml:lang="ru">
     <trans-title>Solar-Terrestrial Physics</trans-title>
    </trans-title-group>
   </journal-title-group>
   <issn publication-format="online">2500-0535</issn>
  </journal-meta>
  <article-meta>
   <article-id pub-id-type="publisher-id">113872</article-id>
   <article-id pub-id-type="doi">10.12737/stp-121202607</article-id>
   <article-id pub-id-type="edn">cggdit</article-id>
   <article-categories>
    <subj-group subj-group-type="toc-heading" xml:lang="ru">
     <subject>Results of current research</subject>
    </subj-group>
    <subj-group subj-group-type="toc-heading" xml:lang="en">
     <subject>Results of current research</subject>
    </subj-group>
    <subj-group>
     <subject>Results of current research</subject>
    </subj-group>
   </article-categories>
   <title-group>
    <article-title xml:lang="en">Technique of ionospheric parameters automatic determination from data of vertical sounding with a continuous chirp signal</article-title>
    <trans-title-group xml:lang="ru">
     <trans-title>Technique of ionospheric parameters automatic determination from data of vertical sounding with a continuous chirp signal</trans-title>
    </trans-title-group>
   </title-group>
   <contrib-group content-type="authors">
    <contrib contrib-type="author">
     <contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-1371-6855</contrib-id>
     <name-alternatives>
      <name xml:lang="ru">
       <surname>Пономарчук</surname>
       <given-names>Сергей Николаевич</given-names>
      </name>
      <name xml:lang="en">
       <surname>Ponomarchuk</surname>
       <given-names>Sergey Nikolaevich</given-names>
      </name>
     </name-alternatives>
     <email>spon@iszf.irk.ru</email>
     <bio xml:lang="ru">
      <p>кандидат физико-математических наук;</p>
     </bio>
     <bio xml:lang="en">
      <p>candidate of physical and mathematical sciences;</p>
     </bio>
     <xref ref-type="aff" rid="aff-1"/>
    </contrib>
    <contrib contrib-type="author">
     <contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-6472-5006</contrib-id>
     <name-alternatives>
      <name xml:lang="ru">
       <surname>Грозов</surname>
       <given-names>Виктор Петрович</given-names>
      </name>
      <name xml:lang="en">
       <surname>Grozov</surname>
       <given-names>Viktor Petrovich</given-names>
      </name>
     </name-alternatives>
     <email>grozov@iszf.irk.ru</email>
     <bio xml:lang="ru">
      <p>кандидат физико-математических наук;</p>
     </bio>
     <bio xml:lang="en">
      <p>candidate of physical and mathematical sciences;</p>
     </bio>
     <xref ref-type="aff" rid="aff-2"/>
    </contrib>
   </contrib-group>
   <aff-alternatives id="aff-1">
    <aff>
     <institution xml:lang="ru">Институт солнечно-земной физики СО РАН</institution>
     <city>Иркутск</city>
     <country>Россия</country>
    </aff>
    <aff>
     <institution xml:lang="en">Institute of Solar-Terrestrial Physics SB RAS</institution>
     <city>Irkutsk</city>
     <country>Russian Federation</country>
    </aff>
   </aff-alternatives>
   <aff-alternatives id="aff-2">
    <aff>
     <institution xml:lang="ru">Институт солнечно-земной физики СО РАН</institution>
     <city>Иркутск</city>
     <country>Россия</country>
    </aff>
    <aff>
     <institution xml:lang="en">Institute of Solar-Terrestrial Physics SB RAS</institution>
     <city>Irkutsk</city>
     <country>Russian Federation</country>
    </aff>
   </aff-alternatives>
   <pub-date publication-format="print" date-type="pub" iso-8601-date="2026-03-25T13:15:34+03:00">
    <day>25</day>
    <month>03</month>
    <year>2026</year>
   </pub-date>
   <pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-03-25T13:15:34+03:00">
    <day>25</day>
    <month>03</month>
    <year>2026</year>
   </pub-date>
   <volume>12</volume>
   <issue>1</issue>
   <fpage>50</fpage>
   <lpage>58</lpage>
   <history>
    <date date-type="received" iso-8601-date="2025-06-27T00:00:00+03:00">
     <day>27</day>
     <month>06</month>
     <year>2025</year>
    </date>
    <date date-type="accepted" iso-8601-date="2025-09-22T00:00:00+03:00">
     <day>22</day>
     <month>09</month>
     <year>2025</year>
    </date>
   </history>
   <self-uri xlink:href="https://zh-szf.ru/en/nauka/article/113872/view">https://zh-szf.ru/en/nauka/article/113872/view</self-uri>
   <abstract xml:lang="ru">
    <p>We present a technique for determination of ionospheric parameters based on automatic interpretation of vertical sounding (VS) ionograms. Ionograms are interpreted using points with significant amplitude, which were detected after secondary data processing with results of modelling of VS signal height-frequency characteristic (HFC). We have developed algorithms to extract HFC tracks of signals reflected from the E, F1, and F2 layers. These algorithms involve analyzing signal amplitude characteristics and plotting distribution histograms of points falling into the HFC model mask when it is moved over the ionogram. The algorithm to detect tracks of signals reflected from sporadic layers is implemented separately. From the resultant VS HFC, we can estimate ionospheric parameters and calculate the electron density profile.</p>
   </abstract>
   <trans-abstract xml:lang="en">
    <p>We present a technique for determination of ionospheric parameters based on automatic interpretation of vertical sounding (VS) ionograms. Ionograms are interpreted using points with significant amplitude, which were detected after secondary data processing with results of modelling of VS signal height-frequency characteristic (HFC). We have developed algorithms to extract HFC tracks of signals reflected from the E, F1, and F2 layers. These algorithms involve analyzing signal amplitude characteristics and plotting distribution histograms of points falling into the HFC model mask when it is moved over the ionogram. The algorithm to detect tracks of signals reflected from sporadic layers is implemented separately. From the resultant VS HFC, we can estimate ionospheric parameters and calculate the electron density profile.</p>
   </trans-abstract>
   <kwd-group xml:lang="ru">
    <kwd>radio wave propagation</kwd>
    <kwd>ionospheric vertical sounding</kwd>
    <kwd>ionogram</kwd>
    <kwd>electron density profile</kwd>
    <kwd>chirp signal</kwd>
   </kwd-group>
   <kwd-group xml:lang="en">
    <kwd>radio wave propagation</kwd>
    <kwd>ionospheric vertical sounding</kwd>
    <kwd>ionogram</kwd>
    <kwd>electron density profile</kwd>
    <kwd>chirp signal</kwd>
   </kwd-group>
   <funding-group>
    <funding-statement xml:lang="ru">The work was financially supported by the Ministry of Science and Higher Education of the Russian Federation (Subsidy No. 075-GZ/Ts3569/278)</funding-statement>
    <funding-statement xml:lang="en">The work was financially supported by the Ministry of Science and Higher Education of the Russian Federation (Subsidy No. 075-GZ/Ts3569/278)</funding-statement>
   </funding-group>
  </article-meta>
 </front>
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  <ref-list>
   <ref id="B1">
    <label>1.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Bilitza D., Altadill D. Truhlik V., Shubin V., Galkin I., Reinisch B., Huang X. International Reference Ionosphere 2016: From ionospheric climate to real-time weather predictions. Space Weather. 2017, vol. 15, iss. 2, pp. 418–429. DOI: 10.1002/2016SW001593.</mixed-citation>
     <mixed-citation xml:lang="en">Bilitza D., Altadill D. Truhlik V., Shubin V., Galkin I., Reinisch B., Huang X. International Reference Ionosphere 2016: From ionospheric climate to real-time weather predictions. Space Weather. 2017, vol. 15, iss. 2, pp. 418–429. DOI: 10.1002/2016SW001593.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B2">
    <label>2.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Chen Z., Gong Z., Zhang F., Fang G. A new ionogram automatic scaling method. Radio Sci. 2018, vol. 53, iss. 9, pp. 1149–1164. DOI: 10.1029/2018RS006574.</mixed-citation>
     <mixed-citation xml:lang="en">Chen Z., Gong Z., Zhang F., Fang G. A new ionogram automatic scaling method. Radio Sci. 2018, vol. 53, iss. 9, pp. 1149–1164. DOI: 10.1029/2018RS006574.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B3">
    <label>3.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Davies K. Ionospheric Radio Waves. London, Blaisdell, 1969, 460 p.</mixed-citation>
     <mixed-citation xml:lang="en">Davies K. Ionospheric Radio Waves. London, Blaisdell, 1969, 460 p.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B4">
    <label>4.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Dvinskikh N.I. Expansion of ionospheric characteristics fields in empirical orthogonal functions. Adv. Space Res. 1988, vol. 8, iss. 4, pp. 179–187. DOI: 10.1016/0273-1177(88)90238-4.</mixed-citation>
     <mixed-citation xml:lang="en">Dvinskikh N.I. Expansion of ionospheric characteristics fields in empirical orthogonal functions. Adv. Space Res. 1988, vol. 8, iss. 4, pp. 179–187. DOI: 10.1016/0273-1177(88)90238-4.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B5">
    <label>5.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Grozov V.P., Ilyin N.V., Kotovich G.V., Ponomarchuk S.N. Software system for automatic interpretation of ionosphere sounding data. Pattern Recognition and Image Analysis. 2012, vol. 22, iss. 3, pp. 458–463. DOI: 10.1134/S1054661812030042.</mixed-citation>
     <mixed-citation xml:lang="en">Grozov V.P., Ilyin N.V., Kotovich G.V., Ponomarchuk S.N. Software system for automatic interpretation of ionosphere sounding data. Pattern Recognition and Image Analysis. 2012, vol. 22, iss. 3, pp. 458–463. DOI: 10.1134/S1054661812030042.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B6">
    <label>6.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Ivanov V.A., Ivanov D.V., Ryabova N.A., et al. Studying the parameters of frequency dispersion for radio links of different length using software-defined radio based sounding system. Radio Sci. 2019, vol. 54, iss. 1, pp. 34–43. DOI: 10.1029/2018RS006636.</mixed-citation>
     <mixed-citation xml:lang="en">Ivanov V.A., Ivanov D.V., Ryabova N.A., et al. Studying the parameters of frequency dispersion for radio links of different length using software-defined radio based sounding system. Radio Sci. 2019, vol. 54, iss. 1, pp. 34–43. DOI: 10.1029/2018RS006636.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B7">
    <label>7.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Krasheninnikov I.V., Lyannoi B.E. On the interpretation of one type of travelling ionospheric disturbance from ionograms of vertical radio sounding. Geomagnetizm i Aeronomiya. [Geomagnetism and Aeronomy]. 1991, vol. 31, iss. 3, pp. 427–433. (In Russian).</mixed-citation>
     <mixed-citation xml:lang="en">Krasheninnikov I.V., Lyannoi B.E. On the interpretation of one type of travelling ionospheric disturbance from ionograms of vertical radio sounding. Geomagnetizm i Aeronomiya. [Geomagnetism and Aeronomy]. 1991, vol. 31, iss. 3, pp. 427–433. (In Russian).</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B8">
    <label>8.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Kurkin V.I., Medvedeva I.V., Podlesnyi A.V. Effect of sudden stratosphere warming on characteristics of medium–scale traveling ionospheric disturbances in the Asian region of Russia. Adv. Space Res. 2024, vol. 73, iss. 7, pp. 3613–3623. DOI: 10.1016/j.asr.2023.09.020.</mixed-citation>
     <mixed-citation xml:lang="en">Kurkin V.I., Medvedeva I.V., Podlesnyi A.V. Effect of sudden stratosphere warming on characteristics of medium–scale traveling ionospheric disturbances in the Asian region of Russia. Adv. Space Res. 2024, vol. 73, iss. 7, pp. 3613–3623. DOI: 10.1016/j.asr.2023.09.020.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B9">
    <label>9.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Mikhailov S.Ya. Ambiguity of the reconstruction of plasma frequency profiles from a given height-frequency characteristic and their discernibility for oblique propagation of HF radio waves in an isotropic ionosphere. Radiophysics and Quantum Electronics. 2000, vol. 43, iss. 10, pp. 766–782.</mixed-citation>
     <mixed-citation xml:lang="en">Mikhailov S.Ya. Ambiguity of the reconstruction of plasma frequency profiles from a given height-frequency characteristic and their discernibility for oblique propagation of HF radio waves in an isotropic ionosphere. Radiophysics and Quantum Electronics. 2000, vol. 43, iss. 10, pp. 766–782.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B10">
    <label>10.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Penzin M.S., Ponomarchuk S.N., Grozov V.P., Kurkin V.I. Real-time techniques for interpretation of ionospheric backscatter sounding data. Radio Sci. 2019, vol. 54, iss. 5, pp. 480–491. DOI: 10.1029/2018RS006656.</mixed-citation>
     <mixed-citation xml:lang="en">Penzin M.S., Ponomarchuk S.N., Grozov V.P., Kurkin V.I. Real-time techniques for interpretation of ionospheric backscatter sounding data. Radio Sci. 2019, vol. 54, iss. 5, pp. 480–491. DOI: 10.1029/2018RS006656.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B11">
    <label>11.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Podlesnyi A.V., Brynko I.G., Kurkin V.I., et al. Multifunctional chirp ionosonde for monitoring the ionosphere. Geliogeofizicheskie issledovaniya [Heliogeophys. Res.]. 2013, iss. 4, pp. 24–31. (In Russian).</mixed-citation>
     <mixed-citation xml:lang="en">Podlesnyi A.V., Brynko I.G., Kurkin V.I., et al. Multifunctional chirp ionosonde for monitoring the ionosphere. Geliogeofizicheskie issledovaniya [Heliogeophys. Res.]. 2013, iss. 4, pp. 24–31. (In Russian).</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B12">
    <label>12.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Polyakov V.M., Sukhodolskaya V.E., Ivelskaya M.K., et al. Poluempiricheskaya model’ ionosfery dlya shirokogo diapazona geofizicheskikh uslovii [Semi-empirical Model of the Ionosphere for a Wide Range of Geophysical Conditions]. Moscow, 1986, 139 p. (In Russian).</mixed-citation>
     <mixed-citation xml:lang="en">Polyakov V.M., Sukhodolskaya V.E., Ivelskaya M.K., et al. Poluempiricheskaya model’ ionosfery dlya shirokogo diapazona geofizicheskikh uslovii [Semi-empirical Model of the Ionosphere for a Wide Range of Geophysical Conditions]. Moscow, 1986, 139 p. (In Russian).</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B13">
    <label>13.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Shindin A.V., Moiseev S.P., Vybornov F.I., et al. The prototype of a fast vertical ionosonde based on modern software-defined radio devices. Remote Sensing. 2022, vol. 14, iss. 3, 547. DOI: 10.3390/rs14030547.</mixed-citation>
     <mixed-citation xml:lang="en">Shindin A.V., Moiseev S.P., Vybornov F.I., et al. The prototype of a fast vertical ionosonde based on modern software-defined radio devices. Remote Sensing. 2022, vol. 14, iss. 3, 547. DOI: 10.3390/rs14030547.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B14">
    <label>14.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">URSI Handbook of Ionogram Interpretation and Reduction 1972. Moscow, Nauka Publ., 1978, 342 p. (In Russian).</mixed-citation>
     <mixed-citation xml:lang="en">URSI Handbook of Ionogram Interpretation and Reduction 1972. Moscow, Nauka Publ., 1978, 342 p. (In Russian).</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B15">
    <label>15.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Vertogradov G.G., Uryadov V.P., Vybornov F.I., Pershin A.V. Modeling of decameter radio-wave propagation under conditions of a wave-like electron-density disturbance. Radiophysics and Quantum Electronics. 2018, vol. 61, iss. 6, pp. 407–417. DOI: 10.1007/s11141-018-9902-7.</mixed-citation>
     <mixed-citation xml:lang="en">Vertogradov G.G., Uryadov V.P., Vybornov F.I., Pershin A.V. Modeling of decameter radio-wave propagation under conditions of a wave-like electron-density disturbance. Radiophysics and Quantum Electronics. 2018, vol. 61, iss. 6, pp. 407–417. DOI: 10.1007/s11141-018-9902-7.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B16">
    <label>16.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">URL: http://ckp-rf.ru/ckp/3056/ (accessed June 26, 2025).</mixed-citation>
     <mixed-citation xml:lang="en">URL: http://ckp-rf.ru/ckp/3056/ (accessed June 26, 2025).</mixed-citation>
    </citation-alternatives>
   </ref>
  </ref-list>
 </back>
</article>
