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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="en"><front><journal-meta><journal-id journal-id-type="publisher-id">gesj</journal-id><journal-title-group><journal-title xml:lang="en">GEOGRAPHY, ENVIRONMENT, SUSTAINABILITY</journal-title><trans-title-group xml:lang="ru"><trans-title>GEOGRAPHY, ENVIRONMENT, SUSTAINABILITY</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">2071-9388</issn><issn pub-type="epub">2542-1565</issn><publisher><publisher-name>Russian Geographical Society</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.24057/2071-9388-2025-3561</article-id><article-id custom-type="elpub" pub-id-type="custom">gesj-4138</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="en"><subject>RESEARCH PAPER</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="ru"><subject>Статьи</subject></subj-group></article-categories><title-group><article-title>Variation in Cone and Seed Productions of Taurus Cedar (Cedrus Libani A. Rich.) Populations</article-title><trans-title-group xml:lang="ru"><trans-title></trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="western" xml:lang="en"><surname>Bilir</surname><given-names>Nebi</given-names></name></name-alternatives><bio xml:lang="en"><p>Isparta, 32260 </p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="western" xml:lang="en"><surname>Novikova</surname><given-names>Tatyana P.</given-names></name></name-alternatives><bio xml:lang="en"><p>8, Timiryazeva str., Voronezh, 394087 </p></bio><xref ref-type="aff" rid="aff-2"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="western" xml:lang="en"><surname>Novikov</surname><given-names>Arthur I.</given-names></name></name-alternatives><bio xml:lang="en"><p>14, Grazhdansky av., Saint-Peterburg, 195220 </p></bio><email xlink:type="simple">arthur.novikov@agrophys.ru</email><xref ref-type="aff" rid="aff-3"/></contrib></contrib-group><aff xml:lang="en" id="aff-1"><institution>Isparta University of Applied Sciences, Faculty of Forestry</institution><country>Turkey</country></aff><aff xml:lang="en" id="aff-2"><institution>Voronezh State University of Forestry and Technologies named after G.F. Morozov, Faculty of Computer Science and Technology</institution><country>Russian Federation</country></aff><aff xml:lang="en" id="aff-3"><institution>Agrophysical Research Institute</institution><country>Russian Federation</country></aff><pub-date pub-type="collection"><year>2025</year></pub-date><pub-date pub-type="epub"><day>05</day><month>07</month><year>2025</year></pub-date><volume>18</volume><issue>2</issue><fpage>63</fpage><lpage>69</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Bilir N., Novikova T.P., Novikov A.I., 2025</copyright-statement><copyright-year>2025</copyright-year><copyright-holder xml:lang="ru">Bilir N., Novikova T.P., Novikov A.I.</copyright-holder><copyright-holder xml:lang="en">Bilir N., Novikova T.P., Novikov A.I.</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://ges.rgo.ru/jour/article/view/4138">https://ges.rgo.ru/jour/article/view/4138</self-uri><abstract><p>Reproductive characteristics are important tools for sustainable forestry and to transmit present gene diversity to future generations by forestry practices. Knowledge and estimation of fertility variation and its linkage parameters, such as population size and gene diversity in seed crops calculated by reproductive traits, are used widely because of their many advantages. Forestry practices use estimates of these parameters for various purposes, including natural regeneration, establishment, and management of seed sources.. In this study, cone and seed production and their effect on fertility variation were examined in two natural populations (P1 &amp; P2) of Taurus cedar (Cedrus libani A. Rich.) sampled from the southern part of Türkiye. Numbers of mature cones, which were two years old and filled with seeds, were counted from fifty trees selected phenotypically from each population in 2023. The averages of cone and seed number were 90 and 33, and 5321 and 3115 per tree in the populations P1 and P2, respectively. Among individuals within a population, and between populations, there were large differences in cone and seed production. The percentages of filled seeds were 94% in P1 and 83% in P2. There were significant differences (p&lt;0.05) between populations in terms of the production and percentage of filled seeds, according to results of analysis of variance. Estimated fertility variations (Ψ&lt;2) were in good accordance with the target (Ψ&lt;3). The effective number of parents ranged from 30.1 (60% of number of individuals) to 41.4 (83%). Besides, data sets can be used to fill the FLR-Library.</p></abstract><kwd-group xml:lang="en"><kwd>gene diversity</kwd><kwd>population size</kwd><kwd>reproductive</kwd><kwd>sibling coefficient</kwd><kwd>stand</kwd><kwd>FLR-Library</kwd></kwd-group><funding-group><funding-statement xml:lang="en">The synthesis of samples and genetic research was carried out by N.B. The development, conceptualization, and validation of the FLR-model were carried out by T.P.N. and A.I.N. within the framework of the grant from the Russian Science Foundation (RSF), grant number 23-26-00102, https://rscf.ru/project/23-26-00102/.</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">Bernardes R.C., De Medeiros A., da Silva L., Cantoni L., Martins G.F., Mastrangelo T., Novikov A.I. and Mastrangelo C.B. (2022). Deeplearning approach for fusarium head blight detection in Wheat seeds using low-cost imaging technology. Agriculture, 12, 1801. https://doi.org/10.3390/agriculture12111801.</mixed-citation><mixed-citation xml:lang="en">Bernardes R.C., De Medeiros A., da Silva L., Cantoni L., Martins G.F., Mastrangelo T., Novikov A.I. and Mastrangelo C.B. (2022). Deeplearning approach for fusarium head blight detection in Wheat seeds using low-cost imaging technology. Agriculture, 12, 1801. https://doi.org/10.3390/agriculture12111801.</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Bila A.D. (2000). Fertility variation and its effects on gene diversity in forest tree populations [Ph.D. Thesis] Umeå, Sweden, Swedish University of Agricultural Science, Acta Universitatis Agriculturae Sueciae, Silvestria.</mixed-citation><mixed-citation xml:lang="en">Bila A.D. (2000). Fertility variation and its effects on gene diversity in forest tree populations [Ph.D. Thesis] Umeå, Sweden, Swedish University of Agricultural Science, Acta Universitatis Agriculturae Sueciae, Silvestria.</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Bila A.D. and Lindgren D. (1998). Fertility variation in Milletia stuhlmannii, Brachystegia spiciformis, Brachystegya bohemii and Leucaena leucocephala and its effects on relatedness in seeds. For. Genet. 5, 119–129.</mixed-citation><mixed-citation xml:lang="en">Bila A.D. and Lindgren D. (1998). Fertility variation in Milletia stuhlmannii, Brachystegia spiciformis, Brachystegya bohemii and Leucaena leucocephala and its effects on relatedness in seeds. For. Genet. 5, 119–129.</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Bilir N. (1997). Nursery stage of provanence on Taurus cedar (Cedrus libani A. Rich) in Eastern Black Sea region [MSc. Thesis] Trabzon, Türkiye, Black Sea Technical University.</mixed-citation><mixed-citation xml:lang="en">Bilir N. (1997). Nursery stage of provanence on Taurus cedar (Cedrus libani A. Rich) in Eastern Black Sea region [MSc. Thesis] Trabzon, Türkiye, Black Sea Technical University.</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Bilir N., Kang K.-S. and Lindgren D. (2005). Fertility variation in six populations of Brutian pine (Pinus brutia Ten.) over altitudinal ranges. Euphytica, 141, 163-168. https://doi.org/10.1007/s10681-005-6803-6.</mixed-citation><mixed-citation xml:lang="en">Bilir N., Kang K.-S. and Lindgren D. (2005). Fertility variation in six populations of Brutian pine (Pinus brutia Ten.) over altitudinal ranges. Euphytica, 141, 163-168. https://doi.org/10.1007/s10681-005-6803-6.</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Bilir N., Prescher F., Lindgren D. and Kroon J. (2008) Variation in cone and seed characters in clonal seed orchards of Pinus sylvestris. New Forests, 36, 187-199. https://doi.org/10.1007/s11056-008-9092-9.</mixed-citation><mixed-citation xml:lang="en">Bilir N., Prescher F., Lindgren D. and Kroon J. (2008) Variation in cone and seed characters in clonal seed orchards of Pinus sylvestris. New Forests, 36, 187-199. https://doi.org/10.1007/s11056-008-9092-9.</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Bilir N. (2011). Fertility variation in wild rose (Rosa canina) over habitat classes. Int. J. Agric. Biol., 13, 110–114.</mixed-citation><mixed-citation xml:lang="en">Bilir N. (2011). Fertility variation in wild rose (Rosa canina) over habitat classes. Int. J. Agric. Biol., 13, 110–114.</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Bilir N. and Kang K.-S. (2014). Estimation of fertility variation by strobili and cone productions in Taurus cedar (Cedrus libani A. Rich.) populations. In: Proceedings of the Proceedings of the IUFRO Forest Tree Breeding Conference; Prague, Czech Republic, 25-29 August, 2014.</mixed-citation><mixed-citation xml:lang="en">Bilir N. and Kang K.-S. (2014). Estimation of fertility variation by strobili and cone productions in Taurus cedar (Cedrus libani A. Rich.) populations. In: Proceedings of the Proceedings of the IUFRO Forest Tree Breeding Conference; Prague, Czech Republic, 25-29 August, 2014.</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Bilir N. and Özel H.B. (2017). Fertility variation in a natural stand of Taurus cedar (Cedrus libani A. Rich.). In: Proceedings of the International Forestry and Environment Symposium (IFES); Trabzon, Türkiye, 7-10 November, 2017.</mixed-citation><mixed-citation xml:lang="en">Bilir N. and Özel H.B. (2017). Fertility variation in a natural stand of Taurus cedar (Cedrus libani A. Rich.). In: Proceedings of the International Forestry and Environment Symposium (IFES); Trabzon, Türkiye, 7-10 November, 2017.</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Bilir N. and Kang K.-S. (2021). Fertility variation, seed collection and gene diversity in natural stands of Taurus cedar (Cedrus libani). Eur. J. For. Res., 140, 199–208. https://doi.org/10.1007/s10342-020-01324-1.</mixed-citation><mixed-citation xml:lang="en">Bilir N. and Kang K.-S. (2021). Fertility variation, seed collection and gene diversity in natural stands of Taurus cedar (Cedrus libani). Eur. J. For. Res., 140, 199–208. https://doi.org/10.1007/s10342-020-01324-1.</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Bilir N. and Yazıcı N. (2024). Effects of climatic factors on strobilus production of Taurus cedar (Cedrus libani A. Rich.) populations. Theoretical and Applied Climatology, 155, 2151–2159. https://doi.org/10.1007/s00704-023-04754-0</mixed-citation><mixed-citation xml:lang="en">Bilir N. and Yazıcı N. (2024). Effects of climatic factors on strobilus production of Taurus cedar (Cedrus libani A. Rich.) populations. Theoretical and Applied Climatology, 155, 2151–2159. https://doi.org/10.1007/s00704-023-04754-0</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Boydak M. (2003). Regeneration of Lebanon cedar (Cedrus libani A. Rich.) on karstic lands in Türkiye. For. Ecol. Manage, 178, 231-243. https://doi.org/10.1016/S0378-1127(02)00539-X.</mixed-citation><mixed-citation xml:lang="en">Boydak M. (2003). Regeneration of Lebanon cedar (Cedrus libani A. Rich.) on karstic lands in Türkiye. For. Ecol. Manage, 178, 231-243. https://doi.org/10.1016/S0378-1127(02)00539-X.</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Çatal, Y., Bilir N. and Özel H.B. (2018). Effect of growth characteristics on cone and seed production in Taurus cedar (Cedrus libani A. Rich.). Fresenius Environmental Bulletin, 27, 3832-3836.</mixed-citation><mixed-citation xml:lang="en">Çatal, Y., Bilir N. and Özel H.B. (2018). Effect of growth characteristics on cone and seed production in Taurus cedar (Cedrus libani A. Rich.). Fresenius Environmental Bulletin, 27, 3832-3836.</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Çerçioğlu M. and Bilir N. (2018). Altitudinal fertility variation in natural populations of Anatolian black pine [Pinus nigra Arnold. Subsp. pallasiana (Lamb.) Holmboe]. Human Journals, 4(8), 136-142.</mixed-citation><mixed-citation xml:lang="en">Çerçioğlu M. and Bilir N. (2018). Altitudinal fertility variation in natural populations of Anatolian black pine [Pinus nigra Arnold. Subsp. pallasiana (Lamb.) Holmboe]. Human Journals, 4(8), 136-142.</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Eler U. (1990). Seed yield in Calabrian cluster pine (Pinus brutia Ten.) by age. In Forest Research Institute, Technical Bulletin; Forest Research Institute: Antalya. Türkiye, 53–78. https://doi.org/10.3390/f14061130.</mixed-citation><mixed-citation xml:lang="en">Eler U. (1990). Seed yield in Calabrian cluster pine (Pinus brutia Ten.) by age. In Forest Research Institute, Technical Bulletin; Forest Research Institute: Antalya. Türkiye, 53–78. https://doi.org/10.3390/f14061130.</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Evcimen B.S (1963). Commercial importance and management of Turkish Taurus cedar. Ankara, Türkiye, General Directorate of Forestry Press.</mixed-citation><mixed-citation xml:lang="en">Evcimen B.S (1963). Commercial importance and management of Turkish Taurus cedar. Ankara, Türkiye, General Directorate of Forestry Press.</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Griffin A.R. (1982). Clonal variation in radiata pine seed orchards. I. Some flowering, cone, and seed production traits. Australian Forest Research, 12, 4, 295-302.</mixed-citation><mixed-citation xml:lang="en">Griffin A.R. (1982). Clonal variation in radiata pine seed orchards. I. Some flowering, cone, and seed production traits. Australian Forest Research, 12, 4, 295-302.</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">Kamalakannan R., Varghese M., Park J.-M., Kwon S-H., Song J.-H. and Kang K.-S. (2015). Fertility variation and its impact on effective population size in seed stands of Tamarindus indica and Azadirachta indica. Silvae Genet., 64, 91-99. https://doi.org/10.1515/sg-2015-0008.</mixed-citation><mixed-citation xml:lang="en">Kamalakannan R., Varghese M., Park J.-M., Kwon S-H., Song J.-H. and Kang K.-S. (2015). Fertility variation and its impact on effective population size in seed stands of Tamarindus indica and Azadirachta indica. Silvae Genet., 64, 91-99. https://doi.org/10.1515/sg-2015-0008.</mixed-citation></citation-alternatives></ref><ref id="cit19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">Kang K.-S. and Lindgren D. (1998). Fertility variation and its effect on the relatedness of seeds in Pinus densiflora, Pinus thunbergii and Pinus koraiensis clonal seed orchards. Silvae Genet., 47, 196–201.</mixed-citation><mixed-citation xml:lang="en">Kang K.-S. and Lindgren D. (1998). Fertility variation and its effect on the relatedness of seeds in Pinus densiflora, Pinus thunbergii and Pinus koraiensis clonal seed orchards. Silvae Genet., 47, 196–201.</mixed-citation></citation-alternatives></ref><ref id="cit20"><label>20</label><citation-alternatives><mixed-citation xml:lang="ru">Kang K.-S. and Lindgren D. (1999). Fertility variation among clones of Korean pine (Pinus koraiensis S. et Z.) and its implications on seed orchard management. For Genet 6:191–200.</mixed-citation><mixed-citation xml:lang="en">Kang K.-S. and Lindgren D. (1999). Fertility variation among clones of Korean pine (Pinus koraiensis S. et Z.) and its implications on seed orchard management. For Genet 6:191–200.</mixed-citation></citation-alternatives></ref><ref id="cit21"><label>21</label><citation-alternatives><mixed-citation xml:lang="ru">Kang K.-S. (2001). Genetic gain and gene diversity of seed orchard crops [PhD Thesis], Umeå, Sweden: Swedish University of Agricultural Science.</mixed-citation><mixed-citation xml:lang="en">Kang K.-S. (2001). Genetic gain and gene diversity of seed orchard crops [PhD Thesis], Umeå, Sweden: Swedish University of Agricultural Science.</mixed-citation></citation-alternatives></ref><ref id="cit22"><label>22</label><citation-alternatives><mixed-citation xml:lang="ru">Kang K.-S., Bila A.D., Harju A.M. and Lindgren D. (2003). Estimation of fertility variation in forest tree populations. Forestry, 76, 329-344. https://doi.org/10.1093/forestry/76.3.329.</mixed-citation><mixed-citation xml:lang="en">Kang K.-S., Bila A.D., Harju A.M. and Lindgren D. (2003). Estimation of fertility variation in forest tree populations. Forestry, 76, 329-344. https://doi.org/10.1093/forestry/76.3.329.</mixed-citation></citation-alternatives></ref><ref id="cit23"><label>23</label><citation-alternatives><mixed-citation xml:lang="ru">Kang K.-S. and Bilir N. (2021). Seed orchards (Establishment, Management and Genetics. Ankara, Türkiye, OGEM-VAK Press, 189.</mixed-citation><mixed-citation xml:lang="en">Kang K.-S. and Bilir N. (2021). Seed orchards (Establishment, Management and Genetics. Ankara, Türkiye, OGEM-VAK Press, 189.</mixed-citation></citation-alternatives></ref><ref id="cit24"><label>24</label><citation-alternatives><mixed-citation xml:lang="ru">Koski V. and Antola J. (1993). National tree breeding and seed production programme for Türkiye 1994-2003. [online] Available at: https://ortohum.ogm.gov.tr [accessed on May 12, 2024].</mixed-citation><mixed-citation xml:lang="en">Koski V. and Antola J. (1993). National tree breeding and seed production programme for Türkiye 1994-2003. [online] Available at: https://ortohum.ogm.gov.tr [accessed on May 12, 2024].</mixed-citation></citation-alternatives></ref><ref id="cit25"><label>25</label><citation-alternatives><mixed-citation xml:lang="ru">Novikov A.I., Sokolov S.V., Drapalyuk M.V., Zelikov V.A. and Ivetić V. (2019a). Performance of Scots pine seedlings from seeds graded by colour. Forests, 10, 1064. https://doi.org/10.3390/f10121064.</mixed-citation><mixed-citation xml:lang="en">Novikov A.I., Sokolov S.V., Drapalyuk M.V., Zelikov V.A. and Ivetić V. (2019a). Performance of Scots pine seedlings from seeds graded by colour. Forests, 10, 1064. https://doi.org/10.3390/f10121064.</mixed-citation></citation-alternatives></ref><ref id="cit26"><label>26</label><citation-alternatives><mixed-citation xml:lang="ru">Novikov A., Ivetić V., Novikova T., Petrishchev E. (2019b). Scots pine seedlings growth dynamics data reveals properties for the future proof of seed coat color grading conjecture. Data, 4(3), 106. https://doi.org/10.3390/data4030106.</mixed-citation><mixed-citation xml:lang="en">Novikov A., Ivetić V., Novikova T., Petrishchev E. (2019b). Scots pine seedlings growth dynamics data reveals properties for the future proof of seed coat color grading conjecture. Data, 4(3), 106. https://doi.org/10.3390/data4030106.</mixed-citation></citation-alternatives></ref><ref id="cit27"><label>27</label><citation-alternatives><mixed-citation xml:lang="ru">Novikov A.I., Zolnikov V.K. and Novikova T.P. (2021a) Grading of Scots pine seeds by the seed coat color: how to optimize the engineering parameters of the mobile optoelectronic device. Inventions, 6, 7. https://doi.org/10.3390/inventions6010007.</mixed-citation><mixed-citation xml:lang="en">Novikov A.I., Zolnikov V.K. and Novikova T.P. (2021a) Grading of Scots pine seeds by the seed coat color: how to optimize the engineering parameters of the mobile optoelectronic device. Inventions, 6, 7. https://doi.org/10.3390/inventions6010007.</mixed-citation></citation-alternatives></ref><ref id="cit28"><label>28</label><citation-alternatives><mixed-citation xml:lang="ru">Novikov A.I., Lisitsyn V.I., Tigabu M., Tylek P. and Chuchupal S. (2021b) Detection of Scots pine single seed in optoelectronic system of mobile grader: mathematical modeling. Forests, 12, 240. https://doi.org/10.3390/f12020240.</mixed-citation><mixed-citation xml:lang="en">Novikov A.I., Lisitsyn V.I., Tigabu M., Tylek P. and Chuchupal S. (2021b) Detection of Scots pine single seed in optoelectronic system of mobile grader: mathematical modeling. Forests, 12, 240. https://doi.org/10.3390/f12020240.</mixed-citation></citation-alternatives></ref><ref id="cit29"><label>29</label><citation-alternatives><mixed-citation xml:lang="ru">Novikova T.P., Mastrangelo C.B., Tylek P., Evdokimova S.A. and Novikov A.I. (2022). How can the engineering parameters of the NIR grader affect the efficiency of seed grading? Agriculture, 12, 2125. https://doi.org/10.3390/agriculture12122125.</mixed-citation><mixed-citation xml:lang="en">Novikova T.P., Mastrangelo C.B., Tylek P., Evdokimova S.A. and Novikov A.I. (2022). How can the engineering parameters of the NIR grader affect the efficiency of seed grading? Agriculture, 12, 2125. https://doi.org/10.3390/agriculture12122125.</mixed-citation></citation-alternatives></ref><ref id="cit30"><label>30</label><citation-alternatives><mixed-citation xml:lang="ru">Novikova T.P. (2022a). Study of a set of technological operations for the preparation of coniferous seed material for reforestation. Forestry Engineering Journal, 11, 150-160. https://doi.org/10.34220/issn.2222-7962/2021.4/13.</mixed-citation><mixed-citation xml:lang="en">Novikova T.P. (2022a). Study of a set of technological operations for the preparation of coniferous seed material for reforestation. Forestry Engineering Journal, 11, 150-160. https://doi.org/10.34220/issn.2222-7962/2021.4/13.</mixed-citation></citation-alternatives></ref><ref id="cit31"><label>31</label><citation-alternatives><mixed-citation xml:lang="ru">Novikova T.P. (2022b). The choice of a set of operations for forest landscape restoration technology. Inventions, 7, 1. https://doi.org/10.3390/inventions7010001.</mixed-citation><mixed-citation xml:lang="en">Novikova T.P. (2022b). The choice of a set of operations for forest landscape restoration technology. Inventions, 7, 1. https://doi.org/10.3390/inventions7010001.</mixed-citation></citation-alternatives></ref><ref id="cit32"><label>32</label><citation-alternatives><mixed-citation xml:lang="ru">Novikova T.P., Tylek P., Mastrangelo C.B., Drapalyuk M.V., Kharin S.V. and Novikov A.I. (2023). The root collar diameter growth reveals a strong relationship with the height growth of juvenile scoots pine trees from seeds differentiated by spectrometric feature. Forests, 14, 1164. https://doi.org/10.3390/f14061164.</mixed-citation><mixed-citation xml:lang="en">Novikova T.P., Tylek P., Mastrangelo C.B., Drapalyuk M.V., Kharin S.V. and Novikov A.I. (2023). The root collar diameter growth reveals a strong relationship with the height growth of juvenile scoots pine trees from seeds differentiated by spectrometric feature. Forests, 14, 1164. https://doi.org/10.3390/f14061164.</mixed-citation></citation-alternatives></ref><ref id="cit33"><label>33</label><citation-alternatives><mixed-citation xml:lang="ru">Odabaşı T. (1990). Research on cone and seed characteristics of Cedrus libani. [online] Available at: https://www.ogm.gov.tr [accessed on Jun 12, 2024].</mixed-citation><mixed-citation xml:lang="en">Odabaşı T. (1990). Research on cone and seed characteristics of Cedrus libani. [online] Available at: https://www.ogm.gov.tr [accessed on Jun 12, 2024].</mixed-citation></citation-alternatives></ref><ref id="cit34"><label>34</label><citation-alternatives><mixed-citation xml:lang="ru">Park J.M., Kwon S.H., Lee H.J., Na S.J., El-Kassaby Y.A. and Kang K.-S. (2017). Integrating fecundity variation and genetic relatedness in estimating the gene diversity of seed crops: Pinus koraiensis seed Orchard as an example. Can. J. For. Res., 47, 366-370. https://doi.org/10.1139/cjfr-2016-0223.</mixed-citation><mixed-citation xml:lang="en">Park J.M., Kwon S.H., Lee H.J., Na S.J., El-Kassaby Y.A. and Kang K.-S. (2017). Integrating fecundity variation and genetic relatedness in estimating the gene diversity of seed crops: Pinus koraiensis seed Orchard as an example. Can. J. For. Res., 47, 366-370. https://doi.org/10.1139/cjfr-2016-0223.</mixed-citation></citation-alternatives></ref><ref id="cit35"><label>35</label><citation-alternatives><mixed-citation xml:lang="ru">Roeder K., Devlin B., Lindsay B.G. (1989). Application of maximum likelihood methods to population genetic data for the estimation of individual fertilities. Biometrics, 45, 363-379. https://doi.org/10.2307/2531483.</mixed-citation><mixed-citation xml:lang="en">Roeder K., Devlin B., Lindsay B.G. (1989). Application of maximum likelihood methods to population genetic data for the estimation of individual fertilities. Biometrics, 45, 363-379. https://doi.org/10.2307/2531483.</mixed-citation></citation-alternatives></ref><ref id="cit36"><label>36</label><citation-alternatives><mixed-citation xml:lang="ru">Savolainen O., Karkkainen K., Harju A., Nikkanen T. and Rusanen M. (1993). Fertility variation in Pinus sylvestris: a test of sexual allocation theory. Am. J. Bot., 80, 1016-1020. https://doi.org/10.2307/2445748.</mixed-citation><mixed-citation xml:lang="en">Savolainen O., Karkkainen K., Harju A., Nikkanen T. and Rusanen M. (1993). Fertility variation in Pinus sylvestris: a test of sexual allocation theory. Am. J. Bot., 80, 1016-1020. https://doi.org/10.2307/2445748.</mixed-citation></citation-alternatives></ref><ref id="cit37"><label>37</label><citation-alternatives><mixed-citation xml:lang="ru">Shea K.L. (1987). Effects of population structure and cone production on out crossing rates in Engelmann spruce and Subalpine fir. Evolution, 41, 124-136. https://doi.org/10.2307/2445748.</mixed-citation><mixed-citation xml:lang="en">Shea K.L. (1987). Effects of population structure and cone production on out crossing rates in Engelmann spruce and Subalpine fir. Evolution, 41, 124-136. https://doi.org/10.2307/2445748.</mixed-citation></citation-alternatives></ref><ref id="cit38"><label>38</label><citation-alternatives><mixed-citation xml:lang="ru">SPSS (2011). IBM SPSS Statistics for Windows, Version 20.0., NY: IBM Corp.</mixed-citation><mixed-citation xml:lang="en">SPSS (2011). IBM SPSS Statistics for Windows, Version 20.0., NY: IBM Corp.</mixed-citation></citation-alternatives></ref><ref id="cit39"><label>39</label><citation-alternatives><mixed-citation xml:lang="ru">Yazıcı N. and Bilir N. (2017). Aspectual fertility variation and its effect on gene diversity of seeds in natural stands of Taurus cedar (Cedrus libani A. Rich.). Int. J. Genomics, 2960624, 1-5. https://doi.org/10.1155/2017/2960624.</mixed-citation><mixed-citation xml:lang="en">Yazıcı N. and Bilir N. (2017). Aspectual fertility variation and its effect on gene diversity of seeds in natural stands of Taurus cedar (Cedrus libani A. Rich.). Int. J. Genomics, 2960624, 1-5. https://doi.org/10.1155/2017/2960624.</mixed-citation></citation-alternatives></ref><ref id="cit40"><label>40</label><citation-alternatives><mixed-citation xml:lang="ru">Yazıcı N. and Bilir N. (2023). Impact of crown closure on cone production and effective number of parents in natural stands of Taurus cedar (Cedrus libani A. Rich.). Forests, 14, 1130. https://doi.org/10.3390/f14061130.</mixed-citation><mixed-citation xml:lang="en">Yazıcı N. and Bilir N. (2023). Impact of crown closure on cone production and effective number of parents in natural stands of Taurus cedar (Cedrus libani A. Rich.). Forests, 14, 1130. https://doi.org/10.3390/f14061130.</mixed-citation></citation-alternatives></ref><ref id="cit41"><label>41</label><citation-alternatives><mixed-citation xml:lang="ru">Yazıcı N., Novikova T.P., Novikov A.I., Bilir N. (2023). Gene diversity in seed crop of Taurus cedar (Cedrus libani A. Rich.) over an altitudinal range. Geography, Environment, Sustainability, 16, 4, 63-71. https://doi.org/10.24057/2071-9388-2023-2922.</mixed-citation><mixed-citation xml:lang="en">Yazıcı N., Novikova T.P., Novikov A.I., Bilir N. (2023). Gene diversity in seed crop of Taurus cedar (Cedrus libani A. Rich.) over an altitudinal range. Geography, Environment, Sustainability, 16, 4, 63-71. https://doi.org/10.24057/2071-9388-2023-2922.</mixed-citation></citation-alternatives></ref><ref id="cit42"><label>42</label><citation-alternatives><mixed-citation xml:lang="ru">Xie C.Y. and Knowles P. (1992). Male fertility variation in an open-pollinated plantation of Norway spruce (Picea abies). Canadian Journal of Forest Research, 22, 1463-1468. https://doi.org/10.1139/x92-196.</mixed-citation><mixed-citation xml:lang="en">Xie C.Y. and Knowles P. (1992). Male fertility variation in an open-pollinated plantation of Norway spruce (Picea abies). Canadian Journal of Forest Research, 22, 1463-1468. https://doi.org/10.1139/x92-196.</mixed-citation></citation-alternatives></ref></ref-list><fn-group><fn fn-type="conflict"><p>The authors declare that there are no conflicts of interest present.</p></fn></fn-group></back></article>
