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 <front>
  <journal-meta>
   <journal-id journal-id-type="publisher-id">Russian Journal of Earth Sciences</journal-id>
   <journal-title-group>
    <journal-title xml:lang="en">Russian Journal of Earth Sciences</journal-title>
    <trans-title-group xml:lang="ru">
     <trans-title>Russian Journal of Earth Sciences</trans-title>
    </trans-title-group>
   </journal-title-group>
   <issn publication-format="online">1681-1208</issn>
  </journal-meta>
  <article-meta>
   <article-id pub-id-type="publisher-id">90324</article-id>
   <article-id pub-id-type="doi">10.2205/2025ES000962</article-id>
   <article-id pub-id-type="edn">ouyfaz</article-id>
   <article-categories>
    <subj-group subj-group-type="toc-heading" xml:lang="ru">
     <subject>Спецвыпуск: &quot;Наука о данных, геоинформатика и системный анализ в изучении Земли&quot;</subject>
    </subj-group>
    <subj-group subj-group-type="toc-heading" xml:lang="en">
     <subject>Special Issue: “Data Science, Geoinformatics and Systems Analysis in Geosciences”</subject>
    </subj-group>
    <subj-group>
     <subject>Спецвыпуск: &quot;Наука о данных, геоинформатика и системный анализ в изучении Земли&quot;</subject>
    </subj-group>
   </article-categories>
   <title-group>
    <article-title xml:lang="en">Forecast of the Distribution of Hydrocarbon Accumulations by Size. Status and Issues</article-title>
    <trans-title-group xml:lang="ru">
     <trans-title>Forecast of the Distribution of Hydrocarbon Accumulations by Size. Status and Issues</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/0000-0002-9865-5288</contrib-id>
     <name-alternatives>
      <name xml:lang="ru">
       <surname>Бурштейн</surname>
       <given-names>Лев Маркович</given-names>
      </name>
      <name xml:lang="en">
       <surname>Burshteyn</surname>
       <given-names>Lev Markovich</given-names>
      </name>
     </name-alternatives>
     <email>levi@ipgg.sbras.ru</email>
     <bio xml:lang="ru">
      <p>доктор геолого-минералогических наук;</p>
     </bio>
     <bio xml:lang="en">
      <p>doctor of geological and mineralogical sciences;</p>
     </bio>
     <xref ref-type="aff" rid="aff-1"/>
    </contrib>
    <contrib contrib-type="author">
     <contrib-id contrib-id-type="orcid">https://orcid.org/0009-0006-6577-9790</contrib-id>
     <name-alternatives>
      <name xml:lang="ru">
       <surname>Лившиц</surname>
       <given-names>Валерий Рафаилович</given-names>
      </name>
      <name xml:lang="en">
       <surname>Livshits</surname>
       <given-names>Valerii Rafailovich</given-names>
      </name>
     </name-alternatives>
     <email>livshicvr@ipgg.sbras.ru</email>
     <bio xml:lang="ru">
      <p>доктор геолого-минералогических наук;</p>
     </bio>
     <bio xml:lang="en">
      <p>doctor of geological and mineralogical sciences;</p>
     </bio>
     <xref ref-type="aff" rid="aff-1"/>
     <xref ref-type="aff" rid="aff-2"/>
    </contrib>
   </contrib-group>
   <aff-alternatives id="aff-1">
    <aff>
     <institution xml:lang="ru">Институт нефтегазовой геологии и геофизики имени А. А. Трофимука СО РАН</institution>
     <city>Novosibirsk</city>
     <country>RU</country>
    </aff>
    <aff>
     <institution xml:lang="en">Institute of Petroleum Geology and Geophysics</institution>
     <city>Novosibirsk</city>
     <country>RU</country>
    </aff>
   </aff-alternatives>
   <aff-alternatives id="aff-2">
    <aff>
     <institution xml:lang="ru">Новосибирский государственный университет</institution>
     <city>Novosibirsk</city>
     <country>RU</country>
    </aff>
    <aff>
     <institution xml:lang="en">Novosibirsk State University</institution>
     <city>Novosibirsk</city>
     <country>RU</country>
    </aff>
   </aff-alternatives>
   <pub-date publication-format="print" date-type="pub" iso-8601-date="2025-05-23T16:41:25+03:00">
    <day>23</day>
    <month>05</month>
    <year>2025</year>
   </pub-date>
   <pub-date publication-format="electronic" date-type="pub" iso-8601-date="2025-05-23T16:41:25+03:00">
    <day>23</day>
    <month>05</month>
    <year>2025</year>
   </pub-date>
   <volume>25</volume>
   <issue>2</issue>
   <fpage>1</fpage>
   <lpage>5</lpage>
   <history>
    <date date-type="received" iso-8601-date="2024-11-15T00:00:00+03:00">
     <day>15</day>
     <month>11</month>
     <year>2024</year>
    </date>
    <date date-type="accepted" iso-8601-date="2025-04-15T00:00:00+03:00">
     <day>15</day>
     <month>04</month>
     <year>2025</year>
    </date>
   </history>
   <self-uri xlink:href="https://rjes.ru/en/nauka/article/90324/view">https://rjes.ru/en/nauka/article/90324/view</self-uri>
   <abstract xml:lang="ru">
    <p>The most important element of the structure of hydrocarbon resources is their distribution by accumulations of different sizes. The formalism of this direction is developed in detail. Estimates of the resource structure of the largest oil and gas provinces of Russia are carried out. However, the lack of a substantiated theoretical model for the formation of the distribution of accumulations by size gives rise to a number of problems, including practical ones. This concerns the forecast of the number of small accumulations and hydrocarbon resources concentrated in them in well-studied oil and gas systems, the forecast of distribution for poorly studied systems, and the identification of the relationship between distribution parameters and the geological characteristics of the oil and gas system. The explanation of some empirically established regularities, in particular, the stable nature of the value of the λ ~ 2 distribution parameter, is of independent theoretical interest. The paper presents the current state of this complex of problems and some possible directions for their solution.</p>
   </abstract>
   <trans-abstract xml:lang="en">
    <p>The most important element of the structure of hydrocarbon resources is their distribution by accumulations of different sizes. The formalism of this direction is developed in detail. Estimates of the resource structure of the largest oil and gas provinces of Russia are carried out. However, the lack of a substantiated theoretical model for the formation of the distribution of accumulations by size gives rise to a number of problems, including practical ones. This concerns the forecast of the number of small accumulations and hydrocarbon resources concentrated in them in well-studied oil and gas systems, the forecast of distribution for poorly studied systems, and the identification of the relationship between distribution parameters and the geological characteristics of the oil and gas system. The explanation of some empirically established regularities, in particular, the stable nature of the value of the λ ~ 2 distribution parameter, is of independent theoretical interest. The paper presents the current state of this complex of problems and some possible directions for their solution.</p>
   </trans-abstract>
   <kwd-group xml:lang="ru">
    <kwd>oil and gas system</kwd>
    <kwd>structure of hydrocarbon resources</kwd>
    <kwd>distribution by size of deposits</kwd>
    <kwd>truncated Pareto distribution.</kwd>
   </kwd-group>
   <kwd-group xml:lang="en">
    <kwd>oil and gas system</kwd>
    <kwd>structure of hydrocarbon resources</kwd>
    <kwd>distribution by size of deposits</kwd>
    <kwd>truncated Pareto distribution.</kwd>
   </kwd-group>
   <funding-group>
    <funding-statement xml:lang="ru">The work was carried out within the framework of the state program FSR FWZZ-2022-0007.</funding-statement>
    <funding-statement xml:lang="en">The work was carried out within the framework of the state program FSR FWZZ-2022-0007.</funding-statement>
   </funding-group>
  </article-meta>
 </front>
 <body>
  <p></p>
 </body>
 <back>
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