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<article article-type="research-article" dtd-version="1.3" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xml:lang="ru"><front><journal-meta><journal-id journal-id-type="publisher-id">geolmsu</journal-id><journal-title-group><journal-title xml:lang="ru">ВЕСТНИК МОСКОВСКОГО УНИВЕРСИТЕТА. СЕРИЯ 4. ГЕОЛОГИЯ</journal-title><trans-title-group xml:lang="en"><trans-title>Moscow University Bulletin. Series 4. Geology</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">0579-9406</issn><publisher><publisher-name>Издательский Дом МГУ</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.55959/MSU0579-9406-4-2024-63-1-3-12</article-id><article-id custom-type="elpub" pub-id-type="custom">geolmsu-659</article-id><article-categories><subj-group subj-group-type="heading"><subject>Research Article</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="ru"><subject>Статьи</subject></subj-group></article-categories><title-group><article-title>Кристаллохимические индикаторы выделения оксоцентрированных полиэдров в минералах двухвалентного свинца</article-title><trans-title-group xml:lang="en"><trans-title>Crystal chemical indicators of oxo-centered tetrahedra establishment in divalent lead minerals.</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Подображных</surname><given-names>А. Д.</given-names></name><name name-style="western" xml:lang="en"><surname>Podobrazhnykh</surname><given-names>A. D.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Андрей Дмитриевич Подображных</p><p>Москва</p></bio><bio xml:lang="en"><p>Andrey D. Podobrazhnykh</p><p>Moscow</p></bio><email xlink:type="simple">andrew.podobrazhnykh123@gmail.com</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Еремина</surname><given-names>Т. А.</given-names></name><name name-style="western" xml:lang="en"><surname>Eremina</surname><given-names>T. A.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Татьяна Александровна Еремина</p><p>Москва</p></bio><bio xml:lang="en"><p>Tatyana A. Eremina</p><p>Moscow</p></bio><email xlink:type="simple">t_eremina@list.ru</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-8468-3018</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Марченко</surname><given-names>Е. И.</given-names></name><name name-style="western" xml:lang="en"><surname>Marchenko</surname><given-names>E. I.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Екатерина Игоревна Марченко</p><p>Москва</p></bio><bio xml:lang="en"><p>Ekaterina I. Marchenko</p><p>Moscow</p></bio><email xlink:type="simple">marchenko-ekaterina@bk.ru</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Еремин</surname><given-names>Н. Н.</given-names></name><name name-style="western" xml:lang="en"><surname>Eremin</surname><given-names>N. N.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Николай Николаевич Еремин</p><p>Москва</p></bio><bio xml:lang="en"><p>Nikolay N. Eremin</p><p>Moscow</p></bio><email xlink:type="simple">neremin@mail.ru</email><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Московский государственный университет имени М.В. Ломоносова</institution><country>Россия</country></aff><aff xml:lang="en"><institution>Lomonosov Moscow State University</institution><country>Russian Federation</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2024</year></pub-date><pub-date pub-type="epub"><day>26</day><month>03</month><year>2024</year></pub-date><volume>1</volume><issue>1</issue><fpage>3</fpage><lpage>12</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Подображных А.Д., Еремина Т.А., Марченко Е.И., Еремин Н.Н., 2024</copyright-statement><copyright-year>2024</copyright-year><copyright-holder xml:lang="ru">Подображных А.Д., Еремина Т.А., Марченко Е.И., Еремин Н.Н.</copyright-holder><copyright-holder xml:lang="en">Podobrazhnykh A.D., Eremina T.A., Marchenko E.I., Eremin N.N.</copyright-holder><license xml:lang="ru" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>Данная работа распространяется под лицензией Creative Commons Attribution 4.0.</license-p></license><license xml:lang="en" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>This work is licensed under a Creative Commons Attribution 4.0 License.</license-p></license></permissions><self-uri xlink:href="https://vestnik.geol.msu.ru/jour/article/view/659">https://vestnik.geol.msu.ru/jour/article/view/659</self-uri><abstract><p>Осуществлен комплексный кристаллохимический анализ 1567 кислородных позиций в 216 кристаллических структурах свинец-содержащих минералов, относящихся к классам силикатов, фосфатов, оксидов, оксогалогенидов и ряда других соединений с целью поиска геометрических закономерностей обоснованного выделения анион-центрированных построек. Показано, что совместное применение метода валентности связи и анализа характеристик полиэдров Вороного-Дирихле позволяет уверенно определять кислородные позиции, являющиеся центрами тетраэдров OPb4. Обоснованы цифровые индикаторы определения группировок тетраэдров OPb4 в кристаллических структурах свинец-содержащих минералов и неорганических соединений, которые могут быть использованы при анализе больших массивов структурных данных с применением алгоритмов машинного обучения.</p></abstract><trans-abstract xml:lang="en"><p>A complex crystal-chemical analysis of 1567 oxygen positions in 216 crystal structures of lead- containing minerals belonging to the classes of silicates, phosphates, oxides, oxohalides, and a number of others has been carried out. It was shown that the combined application of the bond valence method and the analysis of the geometric characteristics of Voronoi-Dirichlet polyhedra make it possible to confidently distinguish between oxygen positions related to cation structure blocks and oxygen positions for which a description based on an anion-centered approach is more justified. Numerical indicators for such a separation of oxygen positions are substantiated, which can be used to analyze large arrays of structural data using the machine learning approaches.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>анионоцентрированный подход</kwd><kwd>кислородные свинец-содержащие минералы</kwd><kwd>метод валентности связи</kwd><kwd>характеристики полиэдров Вороного-Дирихле</kwd><kwd>определение тетраэдров [OPb4]</kwd></kwd-group><kwd-group xml:lang="en"><kwd>anion-centered approach</kwd><kwd>oxygen lead-containing minerals</kwd><kwd>bond valences analysis</kwd><kwd>Voronoi-Dirichlet polyhedral characteristics</kwd><kwd>[OPb4] tetrahedra</kwd></kwd-group><funding-group><funding-statement xml:lang="ru">Работа выполнена в рамках госбюджетной темы № АААА-А16-116033010121-7 «Новые минералы и синтетические аналоги: кристаллогенезис и особенности кристаллохимии».</funding-statement></funding-group></article-meta></front><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">Еремина Т.А., Белоконева Е.Л., Еремин Н.Н. и др. 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