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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">vavilov</journal-id><journal-title-group><journal-title xml:lang="ru">Вавиловский журнал генетики и селекции</journal-title><trans-title-group xml:lang="en"><trans-title>Vavilov Journal of Genetics and Breeding</trans-title></trans-title-group></journal-title-group><issn pub-type="epub">2500-3259</issn><publisher><publisher-name>Institute of Cytology and Genetics of Siberian Branch of the RAS</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.18699/VJGB-23-19</article-id><article-id custom-type="elpub" pub-id-type="custom">vavilov-3678</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>СЕЛЕКЦИЯ РАСТЕНИЙ НА ИММУНИТЕТ И ПРОДУКТИВНОСТЬ</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>PLANT BREEDING FOR IMMUNITY AND PERFORMANCE</subject></subj-group></article-categories><title-group><article-title>Анализ стабильности урожайности семян генотипов нута (Cicer arietinum L.) с помощью экспериментальных и биологических подходов</article-title><trans-title-group xml:lang="en"><trans-title>Stability analysis for seed yield of chickpea (Cicer arietinum L.) genotypes by experimental and biological approaches</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>Каримизаде</surname><given-names>Р.</given-names></name><name name-style="western" xml:lang="en"><surname>Karimizadeh</surname><given-names>R.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Гачсаран</p></bio><bio xml:lang="en"><p>Gachsaran</p></bio><email xlink:type="simple">Peyman.sharifi@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>Пезешкпур</surname><given-names>П.</given-names></name><name name-style="western" xml:lang="en"><surname>Pezeshkpour</surname><given-names>P.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Хоррамабад</p></bio><bio xml:lang="en"><p>Khorramabad</p></bio><xref ref-type="aff" rid="aff-2"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Мирзаи</surname><given-names>А.</given-names></name><name name-style="western" xml:lang="en"><surname>Mirzaee</surname><given-names>A.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Илам</p></bio><bio xml:lang="en"><p>Ilam</p></bio><xref ref-type="aff" rid="aff-3"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Барзали</surname><given-names>М.</given-names></name><name name-style="western" xml:lang="en"><surname>Barzali</surname><given-names>M.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Гонбад</p></bio><bio xml:lang="en"><p>Gonbad</p></bio><xref ref-type="aff" rid="aff-4"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-1658-7366</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Шарифи</surname><given-names>П.</given-names></name><name name-style="western" xml:lang="en"><surname>Sharifi</surname><given-names>P.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Кафедра агрономии и растениеводства.</p><p>Рашт</p></bio><bio xml:lang="en"><p>Department of Agronomy and Plant Breeding.</p><p>Rasht</p></bio><xref ref-type="aff" rid="aff-5"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Сафари Мотлах</surname><given-names>М. Р.</given-names></name><name name-style="western" xml:lang="en"><surname>Safari Motlagh</surname><given-names>M. R.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Кафедра защиты растений сельскохозяйственного факультета.</p><p>Рашт</p></bio><bio xml:lang="en"><p>Department of Plant Protection.</p><p>Rasht</p></bio><xref ref-type="aff" rid="aff-5"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru">Центр исследований и образования в области сельского хозяйства и природных ресурсов Кохгилое и Бойерахмад, Институт сельскохозяйственных исследований засушливых земель, Организация сельскохозяйственных исследований, образования и распространения знаний (AREEO)<country>Иран</country></aff><aff xml:lang="en">Kohgiloyeh and Boyerahmad Agricultural and Natural Resources Research and Education Center, Dryland Agricultural Research Institute, Agricultural Research, Education and Extension Organization (AREEO)<country>Islamic Republic of Iran</country></aff></aff-alternatives><aff-alternatives id="aff-2"><aff xml:lang="ru">Лорестанский центр исследований и образования в области сельского хозяйства и природных ресурсов, Организация сельскохозяйственных исследований, образования и распространения знаний (AREEO)<country>Иран</country></aff><aff xml:lang="en">Lorestan Agricultural and Natural Resources Research and Education Center, Agricultural Research, Education and Extension Organization (AREEO)<country>Islamic Republic of Iran</country></aff></aff-alternatives><aff-alternatives id="aff-3"><aff xml:lang="ru">Иламский центр исследований и образования в области сельского хозяйства и природных ресурсов, Организация сельскохозяйственных исследований, образования и распространения знаний (AREEO)<country>Иран</country></aff><aff xml:lang="en">Ilam Agricultural and Natural Resources Research and Education Center, Agricultural Research, Education and Extension Organization (AREEO)<country>Islamic Republic of Iran</country></aff></aff-alternatives><aff-alternatives id="aff-4"><aff xml:lang="ru">Голестанский центр исследований и образования в области сельского хозяйства и природных ресурсов, Организация сельскохозяйственных исследований, образования и распространения знаний (AREEO)<country>Иран</country></aff><aff xml:lang="en">Golestan Agricultural and Natural Resources Research and Education Center, Agricultural Research, Education and Extension Organization (AREEO)<country>Islamic Republic of Iran</country></aff></aff-alternatives><aff-alternatives id="aff-5"><aff xml:lang="ru">Раштский филиал, Исламский университет Азад<country>Иран</country></aff><aff xml:lang="en">Rasht Branch, Islamic Azad University<country>Islamic Republic of Iran</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2023</year></pub-date><pub-date pub-type="epub"><day>06</day><month>04</month><year>2023</year></pub-date><volume>27</volume><issue>2</issue><fpage>135</fpage><lpage>145</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Каримизаде Р., Пезешкпур П., Мирзаи А., Барзали М., Шарифи П., Сафари Мотлах М.Р., 2023</copyright-statement><copyright-year>2023</copyright-year><copyright-holder xml:lang="ru">Каримизаде Р., Пезешкпур П., Мирзаи А., Барзали М., Шарифи П., Сафари Мотлах М.Р.</copyright-holder><copyright-holder xml:lang="en">Karimizadeh R., Pezeshkpour P., Mirzaee A., Barzali M., Sharifi P., Safari Motlagh M.R.</copyright-holder><license 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://vavilov.elpub.ru/jour/article/view/3678">https://vavilov.elpub.ru/jour/article/view/3678</self-uri><abstract><p>Ряд факторов окружающей среды ограничивают производство нута, поэтому исследование сортов в различных средах является важной составляющей селекционных программ. Цель представленного исследования заключалась в поиске высокоурожайных и устойчивых к условиям богарного земледелия генотипов нута. Четырнадцать перспективных генотипов нута с двумя контрольными сортами выращены в рандомизированном полном факторном эксперименте в четырех регионах Ирана в вегетационные периоды 2017–2020 гг. Первые два главных компонента объясняют 84.6 и 10.0 % генотипа взаимодействиями с окружающей средой (GEI) соответственно. Лучшими генотипами на основе индексов одновременной селекции ASV (ssiASV), ssiZA, ssiDi и ssiWAAS стали G14, G5, G9 и G10, на основе ssiEV и ssiSIPC – G14, G5, G10 и G15, на основе ssiMASV – G14, G5, G10 и G15. Результаты AMMI1-биплот-анализа позволили идентифицировать G5, G12, G10 и G9 как стабильные и высокоурожайные генотипы. По данным модели AMMI2-биплот наиболее стабильными определены генотипы G6, G5, G10, G15, G14, G9 и G3. На основе гармонического среднего и относительной эффективности генотипических значений (HMRPGV) G11, G14, G9 и G13 отмечены как четыре лучших генотипа. Факторная регрессия показала, что количество осадков крайне важно в начале и конце вегетационного периода. Генотип G14 продемонстрировал хорошую урожайность и стабильность во многих различных условиях среды и при использовании всех аналитических и экспериментальных подходов. Методом частичной регрессии наименьших квадратов генотип G5 был идентифицирован как наиболее устойчивый к неблагоприятным условиям – как по влажности, так и по температуре. Следовательно, G14 и G5 могут быть кандидатами для интродукции новых сортов.</p></abstract><trans-abstract xml:lang="en"><p>A range of environmental factors restricts the production of chickpea; therefore, introducing compatible cultivars to a range of environments is an important goal in breeding programs. This research aims to find high-yielding and stable chickpea genotypes to rainfed condition. Fourteen advanced chickpea genotypes with two control cultivars were cultivated in a randomized complete block design in four regions of Iran during 2017–2020 growing seasons. The first two principal components of AMMI explained 84.6 and 10.0 % of genotype by environment interactions, respectively. Superior genotypes based on simultaneous selection index of ASV (ssiASV), ssiZA, ssiDi and ssiWAAS were G14, G5, G9 and G10; those based on ssiEV and ssiSIPC were G14, G5, G10 and G15 and those based on ssiMASD were G14, G5, G10 and G15. The AMMI1 biplot identified G5, G12, G10 and G9 as stable and high-yielding genotypes. Genotypes G6, G5, G10, G15, G14, G9 and G3 were the most stable genotypes in the AMMI2 biplot. Based on the harmonic mean and relative performance of genotypic values, G11, G14, G9 and G13 were the top four superior genotypes. Factorial regression indicated that rainfall is very important at the beginning and end of the growing seasons. Genotype G14, in many environments and all analytical and experimental approaches, has good performance and stability. Partial least squares regression identified genotype G5 as a suitable genotype for moisture and temperature stresses conditions. Therefore, G14 and G5 could be candidates for introduction of new cultivars.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>AMMI</kwd><kwd>HMRPGV</kwd><kwd>факторная регрессия (FR)</kwd><kwd>смешанные модели</kwd><kwd>частичная регрессия наименьших квадратов (PLSR)</kwd><kwd>индекс одновременной селекции (ssi)</kwd></kwd-group><kwd-group xml:lang="en"><kwd>AMMI</kwd><kwd>HMRPGV</kwd><kwd>factorial regression (FR)</kwd><kwd>mixed models</kwd><kwd>partial least squares regression (PLSR)</kwd><kwd>simultaneous selection index (ssi)</kwd></kwd-group></article-meta></front><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">Adugna W., Labuschagne M.T. Genotype-environment interactions and phenotypic stability analyses of linseed in Ethiopia. Plant Breed. 2002;121(1):66-71.</mixed-citation><mixed-citation xml:lang="en">Adugna W., Labuschagne M.T. 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