Эволюционная нейронная сеть VS-Growth (VS-GENN)

WEB-платформа экспериментального и теоретического анализа изменчивости роста деревьев в лесных экосистемах Северного полушария.
(Проект поддержан Российским научным фондом и Министерством науки и образования РФ) 

О проекте


Цель проекта - ретроспективная оценка и краткосрочный прогноз продуктивности основных видов древесных растений бореальной зоны Северного полушария под влиянием основных климатических (солнечная освещенность, температура и осадки) и неклиматических ( пожаров, наводнений, нашествий насекомых и т. д.) факторов, основанных на исходной технологической имитационной модели роста деревьев и специально
 разработанной нейросетевой платформе.


Параметризация

Автоматическая параметризация VS-модели с использованием генетических и дифференциальных эволюционных стратегий. Подробнее

Влажность почвы 

Улучшение блока влажности почвы в VS-модели на основе новых подходов, разработанных авторской командой проекта.

Классификация 

Классификация территории, охватываемой сетью дендрохронологических участков, на основе стандартизированных древовесно-кольцевых хронологий.

Интеграция

Интеграция наборов оптимальных параметров VS-модели в интерактивную систему дендроклиматического мониторинга.

О нас

Научные результаты 

Список последних публикаций

Arosio T., Leuenberger M., Nicolussi K., Esper J., Krusic P.J., Bebchuk T., Tegel W., Hafner A., Alexander Kirdyanov A., Schlüchter C., Reinig F., Muschitiello F., Büntgen U. 2025. Tree-ring stable isotopes from the European Alps reveal long-term summer drying over the Holocene. Adv. 11, eadr4161. https://doi.org/10.1126/sciadv.adr4161

Bebchuk Е., Urban O., Arosio T., Kirdyanov A., Friedrich R., Pernicová N., Čáslavský J., Trnka M., Franсis A., Macklin M., Esper J., Büntgen U. (2025). Tree‐Ring Stable Isotopes Reveal a Hydroclimate Shift in Eastern England Around 4.2 ka Ago. Geophysical Research Letters 52, e2024GL114313. https://doi.org/10.1029/2024GL114313
2026

Kirdyanov A.V., Arzac A., Prokushkin A.S., Ovchinnikov D.V., Bondarev A.I., Silkin P.P., Bebchuk T., Esper J., Büntgen U. 2025. Assessment of non-stationary tree growth responses in the forest-tundra and southern taiga of central Siberia. Agricultural and Forest Meteorology 360, 110296. https://doi.org/10.1016/j.agrformet.2024.110296
Buchwal A., Matulewski P., Sjöberg Y., Piermattei A., Crivellaro A., Balzano A., Merela M., Krže L., Čufar K., Kirdyanov A.V., Bebchuk T., Arosio T., Büntgen U. 2025. Blue rings in trees and shrubs as indicators of early and late summer cooling events at the northern treeline. Plant Sci. 15, 1487099. DOI: 10.3389/fpls.2024.1487099

Bebchuk T., Moir A.K., Arosio T., Kirdyanov A.V., Torbenson M.C.A., Krusic P.J., Hindson T.R., Howard H., Buchwal A., Norman C.A.P., Büntgen U. 2025. Taxus tree‑ring chronologies from southern England reveal western European hydroclimate changes over the past three centuries. Climate Dynamics 63: 108. https://doi.org/10.1007/s00382-025-07601-2

Büntgen, U., Reinig, F., Verstege, A., Piermattei, A., Kunz, M., Krusic, P., Slavin, P., Štěpánek, P., Torbenson, M., del Castillo, E.M., Arosio, T., Kirdyanov, A., Oppenheimer, C., Trnka, M., Palosse, A., Bebchuk, T., Camarero, J.J., Esper, J. 2024. Recent summer warming over the western Mediterranean region is unprecedented since medieval times. Global and Planetary Change 232, 104336. DOI: 1016/j.gloplacha.2023.104336

Khotcinskaia K.I., Arzac A., Kirdyanov A.V., Tabakova M.A., Olano J.M. 2024 Constitutive resin ducts formation in Pinus sylvestris responds to water availability and temperature in southern Siberia. Agricultural and Forest Meteorology 347, 109913. DOI: https://doi.org/10.1016/j.agrformet.2024.109913

Arosio T., Torbenson M., Bebchuk T., Kirdyanov A., Esper J., Nakatsuka T., Sano M., Urban O., Nicolussi K., Leuenberger M., Büntgen U. 2024. Methodological constrains of tree-ring stable isotope chronologies. Quaternary Science Reviews 340, 108861. https://doi.org/10.1016/j.quascirev.2024.108861.

Хоцинская К.И., Сергеева О.В., Кирдянов А.В., Николаев А.Н., Акулинина К.В., Кошурникова Н.Н., Колмогоров А.И., Арсак А. 2024. Климатический отклик радиального прироста Larix cajanderi в Северной и Центральной Якутии. Вестник Московского университета. Серия 16. Биология 79 (2), 137–143. https://doi.org/10.55959/MSU0137-0952-16-79-2-6.

Khotcinskaia K.I., Sergeeva O.V., Kirdyanov A.V., Nikolaev A.N., Akulinina K.V., Koshurnikova N.N., Kolmogorov A.I., Arzac A. 2024. Climatic Response of Radial Growth of Larix cajanderi in Northern and Central Yakutia. Moscow University Biological Sciences Bulletin 79 (2), 94–100. DOI: 10.3103/S009639252460090X

Kolmogorov A.I., Kirdyanov A.V., Nikolaev A.N., Arzac A. 2024. Reconstruction of climate in the North-East of Russia using dendrochronological methods. Limnology and Freshwater Biology 4, 406-409. DOI: 10.31951/2658-3518-2024-A-4-406

Agapova V.V., Arzac A., Kukarskih V.V., Büntgen U., Esper J., Kirdyanov A.V. 2024. Tree-ring blue intensity measurements from treeline sites in the Ural Mountains exhibit a strong summer temperature signal. Dendrochronologia 88, 126267. https://doi.org/10.1016/j.dendro.2024.126267

Novenko E., Mazei N., Shatunov A., Chepurnaya A., Borodina B., Korets M., Prokushkin A., Kirdyanov A.V. 2024. Modern pollen-vegetation relationships: a view from the larch forests of Central Siberia. Land 13 (11), 1939. https://doi.org/10.3390/land13111939

Kirdyanov, A.V., Arzac, A., Kirdyanova, A.A., Arosio, T., Ovchinnikov, D.V., Ganyushkin, D.A., Katjutin, P.N., Myglan, V.S., Nazarov, A.N., Slyusarenko, I.Y., Bebchuk T., Büntgen U. 2024. Tree-ring chronologies from the upper treeline in the Russian Altai Mountains reveal strong and stable summer temperature signals. Forests, 15, 1402. https://doi.org/10.3390/f15081402

Bebchuk T., Krusic P.J., Pike J.H., Piermattei A., Friedrich R., Wacker L., Crivellaro A., Arosio T., Kirdyanov A.V., Gibbard P., Brown D., Esper J., Reinig F., Büntgen U. 2024. Sudden disappearance of yew (Taxus baccata) woodlands from eastern England coincides with a possible climate event around 4.2 ka ago. Quaternary Science Reviews 323, 108414. DOI: https://doi.org/10.1016/j.quascirev.2023.108414

Silvestro R., Mencuccini M., García-Valdés R., Antonucci S., Arzac A., Biondi F., Buttò V., Camarero J. J., Campelo F., Cochard H., Čufar K., Cuny H. E., De Luis M., Deslauriers A., Drolet G., Fonti M. V., Fonti P., Giovannelli A., Gričar J., Gruber A. , Gryc V., Guerrieri R., Güney A., Guo, X., Huang J. G., Jyske T., Kašpar J., Kirdyanov A.V., Klein, T., Lemay A., Li, X., Liang, E., Lintunen A. M., Liu, F., Lombardi, F., Ma, Q., Mäkinen H., Malik R.A., Martinez del Castillo E., Martinez-Vilalta J., Mayr, S., Morin H., Nabais C., Nöjd P., Oberhuber W., Olano J. M., Ouimette A.P., Paljakka T. V. S., Peltoniemi M., Peters R. L., Ping R., Prislan P. Rathgeber C. B. K., Sala A., Saracino A. , Saulino L., Schiestl-Aalto P. Shishov V. Stokes A., Sukumar R., Sylvain J. D., Tognetti R., Treml T., Urban J., Vavrčík H., Vieira J., von Arx G., Wang Y., Yang B., Qiao Z., Zhang S., Ziaco E., Rossi S. 2024. Partial asynchrony of coniferous forest carbon sources and sinks at the intra-annual time scale. Nature Communications. V.15 (6169) DOI: 10.1038/s41467-024-49494-5 (Impact factor 14.7; SJR Quartile Q1)

Zhang Y., Huang J.-G, Wang M., Yu X., Deslauriers A., Fonti P., Liang E., Mäkinen H., Oberhuber W., Rathgeber C.B.K., Tognetti R., Treml V., Yang B., Zhai L., Zhang J.-L., Antonucci S., Bergeron Y., Camarero J.J., Campelo F., Čufar K., Cuny H.E., De Luis M., Fajstavr M., Giovannelli A., Gričar J., Gruber A., Gryc V., Güney A., Jyske T., Kašpar J., King G., Krause C., Lemay A., Liu F., Lombardi F., del Castillo E.M., Morin H., Nabais C., Nöjd P., Peters R.L., Prislan P., Saracino A., Shishov V.V., Swidrak I., Vavrčík H., Vieira J., Zeng Q., Rossi S. 2024. High preseason temperature variability drives convergence of xylem phenology in the Northern Hemisphere conifers. Current Biology. V34 (6), P. 1161-1167. https://doi.org/10.1016/j.cub.2024.01.039 (Impact factor 5.2; SJR Quartile Q1)

Mikhail S. Zharkov M.S., Yang B., Babushkina E.A., Zhirnova D.F., Vaganov E.A., Shishov V.V. 2024 Tracheids vs. Tree Rings as Proxies for Dendroclimatic Reconstruction at High Altitude: The Case of Pinus sibirica Du Tour. Forests 2024, 15(1), 167; https://doi.org/10.3390/f15010167 (Impact factor 3.3; SJR Quartile Q1)

Peng X., ·Xiao S., · Yang B., Tian Q., · Shishov V.V. 2024. Why lowland riparian trees are difficult to use for streamflow reconstruction. Journal of Forestry Research. https://doi.org/10.1007/s11676-024-01713-x (Impact factor 3.6; SJR Quartile Q1)

Belousova D.A., Shishov V.V., Arzac A., Popkova M.I., Babushkina E.A., Huang J.-G., Yang B., Vaganov E.A. 2023. VS-Cambium-Developer: A New Predictive Model of Cambium Functioning under the Influence of Environmental Factors. Plants. V. 12(20), 3594. https://doi.org/10.3390/plants12203594 (Impact factor 4.2; SJR Quartile Q1)

Kang J., Yang Z., Yu B., Ma Q., Jiang S., Shishov V.V., Zhou P., Huang J.-G., Ding X. 2023. An earlier start of growing season can affect tree radial growth through regulating cumulative growth rate. Agricultural and Forest Meteorology. V.342 (109738). https://doi.org/10.1016/j.agrformet.2023.109738 (Impact factor 6.2; SJR Quartile Q1)

Huang J.-G., Zhang Y., Wang M., Yu X., Deslauriers A., Fonti P., Liang E., Mäkinen H., Oberhuber W., Rathgeber C.B.K., Tognetti R., Treml V., Yang B., Zhai L.,, Zhang J.-L., Antonucci S., Bergeron Y., Camarero J.J., Campelo F., Čufar K., Cuny H.E., De Luis M., Fajstavr M., Giovannelli A., Gričar J., Gruber A., Gryc V., Güney A., Jyske T., Kašpar J., King G., Krause C., Lemay A., Liu F., Lombardi F., Martinez del Castillo E., Morin H., Nabais C., Nöjd P., Peters R.L., Prislan P., Saracino A., Shishov V.V., Swidrak I., Vavrčík H., Vieira J., Zeng Q., Liu Y., Rossi S. 2023. A critical thermal transition driving spring phenology of Northern Hemisphere conifers. Global change biology. V.29(6). P.1606-1617. https://doi.org/10.1111/gcb.16543. (Impact factor 13.2; SJR Quartile Q1)

Popkova M.I., Ilyin V.A., Fonti M.V., Kirdyanov A.V., Koyupchenko I.N., Fakhrutdinova V.V., Huang J.-G., Yang B., Shishov V.V. 2023. From modeling the kinetics of cell enlargement to building tracheidograms of Larix gmelinii Rupr. (Rupr.) in the permafrost zone in Siberia. Dendrochronologia, V.79 (26089) https://doi.org/10.1016/j.dendro.2023.126089 (Impact factor 2.8; SJR Quartile Q1)

Valeriano C., Gutierrez E., Colangelo M., Gazol A., Sanchez-Salguero R., Tumajer J., Shishov V., Bonet J.A., de Aragon J.M., Ibanez R., Valerio M., Camarero J.J. 2023. Seasonal precipitation and continentality drive bimodal growth in Mediterranean forests. Dendrochronologia. V.78 (126057). https://doi.org/10.1016/j.dendro.2023.126057 (Impact factor 2.6; SJR Quartile Q1)

Yang F., Yan Y., Liang H., Wang M., Kang J., Jiang S., Zhou P., Wang, Z., Shishov, V.V., Zhang, Y., Huang J. 2023. Radial Growth Response of Siberian Pines to Climate Warming in the Sayan Mountains, Southern Siberia, Russian Federation. Forests. V.14 (463). https://doi.org/10.3390/f14030463 (Impact factor 3.3; SJR Quartile Q1)

Shishov, V.V., Arzac, A., Popkova, M.I., Yang, B., He, M., Vaganov, E.A. 2023. Experimental and Theoretical Analysis of Tree-Ring Growth in Cold Climates. In: Girona, M.M., Morin, H., Gauthier, S., Bergeron, Y. (eds) Boreal Forests in the Face of Climate Change. Advances in Global Change Research, V. 74. Springer, Cham. https://doi.org/10.1007/978-3-031-15988-6_11 (Scopus, Web of Science)

Churakova (Sidorova) O.V. Porter T.J., Zharkov M.S., Fonti M.V., Barinov V.V., Taynik A.V., Kirdyanov A.V., Knorre A.A., Wegmann M., Trushkina T.V., Koshurnikova N.N., Vaganov E.A., Myglan V.S, Siegwolf R.T.V., Saurer M. 2023. Climate impacts on tree-ring stable isotopes across the Northern Hemispheric boreal zone. Science of the Total Environment 870, 161644. DOI: http://dx.doi.org/10.1016/j.scitotenv.2023.161644

Popkova M.I., Ilyin V.A., Fonti M.V., Kirdyanov A.V., Koyupchenko I.N., Fakhrutdinova V.V., Huang J.-G., Yang B., Shishov V.V. 2023. From modeling the kinetics of cell enlargement to building tracheidograms of Larix gmelinii (Rupr.) in the permafrost zone in Siberia. Dendrochronologia 79, 126089. DOI: https://doi.org/10.1016/j.dendro.2023.126089

Tabakova K.A., Arzac A., Carrer M., Vaganov E.A., Kirdyanov A.V. 2023. Contribution of Russian dendroanatomical studies to the dendrochronology since the mid-20th century. Dendrochronologia 81, 126128. DOI: https://doi.org/10.1016/j.dendro.2023.126128

Колмогоров А.И., Крузе Ш.., Николаев А.Н., Кирдянов А.В., Пестрякова Л.А. 2023. Дендроклиматические исследования лиственницы Каяндера на территории бассейна реки Омолой. Природные ресурсы Арктики и Субарктики 28 (4):584-594. https://doi.org/10.31242/2618-9712-2023-28-4-584-594 (Kolmogorov A.I., Kruse S.., Nikolaev A.N., Kirdyanov A.V., Pestryakova L.A. 2023. Dendroclimatic studies of Larix cajanderi in the Omoloy River Basin. Arctic and Subarctic Natural Resources 28 (4): 584-594. (in Russian) https://doi.org/10.31242/2618-9712-2023-28-4-584-594)

Kirdyanov A.V., Saurer M., Arzac A., Knorre A.A., Prokushkin A.S., Churakova (Sidorova) O.V., Arosio T., Bebchuk T., Siegwolf R., Büntgen U. 2024. Thawing permafrost can mitigate warming-induced drought stress in boreal forest trees. Science of The Total Environment 912, 168858. DOI: https://doi.org/10.1016/j.scitotenv.2023.168858

Kirdyanov A.V., Kolmogorov A.I., Kruse S., Herzschuh U., Arzac A., Pestryakova L.A., Nikolaev A.N., Bebchuk T., Büntgen U. 2024. Arctic amplification causes earlier onset of seasonal tree growth in northeastern Siberia. Environmental Research Letters 19, 114091. https://doi.org/10.1088/1748-9326/ad845f

Belousova D.A., Shishov V.V., Arzac A., Popkova M.I., Babushkina E.A., Huang J.-G., Yang B., Vaganov E.A. 2023. VS-Cambium-Developer: A New Predictive Model of Cambium Functioning under the Influence of Environmental Factors. Plants. V. 12(20), 3594. https://doi.org/10.3390/plants12203594 (Impact factor 4.2; SJR Quartile Q1)

Kang J., Yang Z., Yu B., Ma Q., Jiang S., Shishov V.V., Zhou P., Huang J.-G., Ding X. 2023. An earlier start of growing season can affect tree radial growth through regulating cumulative growth rate. Agricultural and Forest Meteorology. V.342 (109738). https://doi.org/10.1016/j.agrformet.2023.109738 (Impact factor 6.2; SJR Quartile Q1)

Huang J.-G., Zhang Y., Wang M., Yu X., Deslauriers A., Fonti P., Liang E., Mäkinen H., Oberhuber W., Rathgeber C.B.K., Tognetti R., Treml V., Yang B., Zhai L.,, Zhang J.-L., Antonucci S., Bergeron Y., Camarero J.J., Campelo F., Čufar K., Cuny H.E., De Luis M., Fajstavr M., Giovannelli A., Gričar J., Gruber A., Gryc V., Güney A., Jyske T., Kašpar J., King G., Krause C., Lemay A., Liu F., Lombardi F., Martinez del Castillo E., Morin H., Nabais C., Nöjd P., Peters R.L., Prislan P., Saracino A., Shishov V.V., Swidrak I., Vavrčík H., Vieira J., Zeng Q., Liu Y., Rossi S. 2023. A critical thermal transition driving spring phenology of Northern Hemisphere conifers. Global change biology. V.29(6). P.1606-1617. https://doi.org/10.1111/gcb.16543. (Impact factor 13.2; SJR Quartile Q1)

Popkova M.I., Ilyin V.A., Fonti M.V., Kirdyanov A.V., Koyupchenko I.N., Fakhrutdinova V.V., Huang J.-G., Yang B., Shishov V.V. 2023. From modeling the kinetics of cell enlargement to building tracheidograms of Larix gmelinii Rupr. (Rupr.) in the permafrost zone in Siberia. Dendrochronologia, V.79 (26089) https://doi.org/10.1016/j.dendro.2023.126089 (Impact factor 2.8; SJR Quartile Q1)

Valeriano C., Gutierrez E., Colangelo M., Gazol A., Sanchez-Salguero R., Tumajer J., Shishov V., Bonet J.A., de Aragon J.M., Ibanez R., Valerio M., Camarero J.J. 2023. Seasonal precipitation and continentality drive bimodal growth in Mediterranean forests. Dendrochronologia. V.78 (126057). https://doi.org/10.1016/j.dendro.2023.126057 (Impact factor 2.6; SJR Quartile Q1)

Yang F., Yan Y., Liang H., Wang M., Kang J., Jiang S., Zhou P., Wang, Z., Shishov, V.V., Zhang, Y., Huang J. 2023. Radial Growth Response of Siberian Pines to Climate Warming in the Sayan Mountains, Southern Siberia, Russian Federation. Forests. V.14 (463). https://doi.org/10.3390/f14030463 (Impact factor 3.3; SJR Quartile Q1)

Shishov, V.V., Arzac, A., Popkova, M.I., Yang, B., He, M., Vaganov, E.A. 2023. Experimental and Theoretical Analysis of Tree-Ring Growth in Cold Climates. In: Girona, M.M., Morin, H., Gauthier, S., Bergeron, Y. (eds) Boreal Forests in the Face of Climate Change. Advances in Global Change Research, V. 74. Springer, Cham. https://doi.org/10.1007/978-3-031-15988-6_11 (Scopus, Web of Science)

Arzac A., Diaz-de-Quijano D., Khotcinskaia K.I., Tychkov I.I., Voronin V.I., Kirdyanov A.V. 2022. The buffering effect of the Lake Baikal on climate impact on Pinus sylvestris radial growth. Agricultural and Forest Meteorology 313, 108764. DOI: https://doi.org/10.1016/j.agrformet.2021.108764

Knorre A.A., Siegwolf R.T.W., Kirdyanov A.V., Saurer М., Sidorova O.V., Prokushkin A.S. 2022. Fire as a major factor in dynamics of tree-growth and stable 13C and 18O variations in larch in the permafrost zone. Forests 13, 725. DOI: https://doi.org/10.3390/f13050725
Kolář T., Rybníček M., Eggertsson Ó., Kirdyanov A., Čejka T., Čermák P., Žid T., Vavrčík H., Büntgen U. 2022. Predicted sea-ice loss will terminate Iceland's driftwood supply by 2060 CE. Global and Planetary Change 213, 103834. DOI: https://doi.org/10.1016/j.gloplacha.2022.103834

Churakova O.V., Porter T.J., Kirdyanov A.V., Myglan V.S., Fonti M.V., Vaganov E.A. 2022. Stable Isotopes in Tree Rings of Boreal Forests. In: R. T. W. Siegwolf et al. (eds.), Stable Isotopes in Tree Rings, Tree Physiology 8, pp. 581- 603. DOI: https://doi.org/10.1007/978-3-030-92698-4_20

Churakova (Sidorova) O.V., Fonti M.V., Barinov V.V., Zharkov M.S., Taynik A.V., Trushkina T.V., Kirdyanov A.V., Arzac A., Saurer M. 2022. Towards the third millennium changes in Siberian triple tree-ring stable isotopes. Forests 13, 934. DOI: https://doi.org/10.3390/f13060934

Churakova (Sidorova) O.V., Myglan V.S., Fonti M.V., Naumova O.V., Kirdyanov A.V., Kalugin I.A., Babich V.V., Falster G., Vaganov E.A., Siegwolf R.T.W., Saurer M. 2022. Modern aridity in the Altai-Sayan Mountain Range derived from multiple millennial proxies. Scientific Reports 12, 7752. DOI: https://doi.org/10.1038/s41598-022-11299-1
Büntgen U., Arseneault D., Boucher É., Churakova (Sidorova) O.V., Gennaretti F., Crivellaro A., Hughes M.K., Kirdyanov A.V., Klippel L., Krusic P.J., Linderholm H.W., Ljungqvist F.C., Ludescher J., McCormick M., Myglan V.S., Nicolussi K., Piermattei A., Oppenheimer C., Reinig F., Sigl M., Vaganov E.A., Esper J. 2022. Recognising bias in Common Era temperature reconstructions. Dendrochronologia 74, 125982. DOI: https://doi.org/10.1016/j.dendro.2022.125982

Büntgen U., Smith S.H., Wagner S., Krusic P., Esper J., Piermattei A., Crivellaro A., Reinig F., Tegel W., Kirdyanov A., Trnka M., Oppenheimer C. 2022. Global tree-ring response and inferred climate variation following the mid-thirteenth century Samalas eruption. Climate Dynamics 59, 531–546. DOI: https://doi.org/10.1007/s00382-022-06141-3
Büntgen U., Crivellaro A., Arseneault D., Baillie M., Barclay D., Bernabei M., Bontadi J., Boswijk G., Brown D., Christie D.A., Churakova (Sidorova) O.V., Cook E.D., D’Arrigo R., Davi N., Esper J., Fonti P., Greaves C., Hantemirov R.M., Hughes M.K., Kirdyanov A.V., Krusic P.J., Le Quesne C., Ljungqvist F.C., McCormick M., Myglan V.S., Nicolussi K., Oppenheimer C., Palmer J., Qin C., Reinig F., Salzer M., Stoffel M., Torbenson M., Trnka M., Villalba R., Wiesenberg N., Wiles G., Yang B., Piermattei A. Global wood anatomical perspective on the onset of the Late Antique Little Ice Age (LALIA) in the mid-6th century CE. Science Bulletin 67 (22), 2336-2344. DOI: https://doi.org/10.1016/j.scib.2022.10.019

Silkin P.P., Kirdyanov A.V., Krusic P.J., Ekimov M.V., Barinov V.V., Büntgen U. 2022. A new approach to measuring tree-ring density parameters. Sib. Fed. Univ. Biol. 15(4), 441–455. DOI: 10.17516/1997-1389-0397. (Силкин П.П., Кирдянов А.В., Крусик П. Дж., Екимов М.В., Баринов В.В., Бюнтген У. 2022. Новый метод измерения денситометрических параметров годичных колец древесных растений. Журн. Сиб. федер. ун­та. Биология 15(4), 441–455. DOI: 10.17516/1997-1389-0397)

Кирдянов А.В., Шишов В.В., Крусик П.Дж., Арсак А., Кирдянова А.А., Кукарских В.В., Фертиков А.И., Бюнтген У. 2022. Возможная причина проблемы дивергенции в дендроклиматологии. В сборнике статей по материалам VI всероссийской научной конференции «Динамика экосистем в голоцене». Отв. редактор Д.А. Субетто. Санкт-Петербург, С. 236-240.

Kang J., Shishov V.V., Tychkov I., Zhou P., Jiang S., Ilyin V.A., Ding X., Huang J.-G..2022. Response of model-based cambium phenology and climatic factors to tree growth in the Altai Mountains, Central Asia. Ecological Indicators. V. 143 (109393). https://doi.org/10.1016/j.ecolind.2022.109393 (Impact factor 6..3; SJR Quartile Q1)

Zharkov M.S., Huang J.-G., Yang B., Babushkina E.A., Belokopytova L.V., Vaganov E.A., Zhirnova D.F., Ilyin V.A., Popkova M.I., Shishov, V.V. 2022. Tracheidogram’s Classification as a New Potential Proxy in High-Resolution Dendroclimatic Reconstructions. Forests, 13, 970. https://doi.org/10.3390/f13070970 (Impact factor 3.2; SJR Quartile Q1)

Fonti M.V., Tychkov I.I., Shishov V.V., Shashkin A.V., Prokushkin A.S. 2022. Plant–Soil–Climate Interaction in Observed and Simulated Tree-Radial Growth Dynamics of Downy Birch in Permafrost. Frontiers in Plant Science. DOI: 10.3389/fpls.2022.780153 (Impact factor 6.2; SJR Quartile Q1) 

Tumajer J., Shishov V.V.,Ilyin V.A., Camarero J.J. 2021. Intra-annual growth dynamics of Mediterranean pines and junipers determines their climatic adaptability. Agricultural and Forest Meteorology V. 311. 108685. https://doi.org/10.1016/j.agrformet.2021.108685 (Impact factor 5.7; SJR Quartile Q1)

Shishov V.V, Tychkov I.I., Anchukaitis K.J., Zelenov G.K., Vaganov, E.A. 2021. Band Model of Cambium Development: Opportunities and Prospects. Forests, V. 12, 1361. https://doi.org/10.3390/f12101361. (Impact factor 2.6; SJR Quartile Q1)

Martínez-Sancho E., Gutiérrez E., Valeriano C., Ribas M., Popkova M.I., Shishov V.V., Dorado-Liñán I. 2021. Intra- and Inter-Annual Growth Patterns of a Mixed Pine-Oak Forest under Mediterranean Climate. Forests. V. 12, 1746. https://doi.org/10.3390/f12121746. (Impact factor 2.6; SJR Quartile Q1)

Belousova D.A., Shishov V.V., Babushkina E.A., Vaganov E.A. 2021 VS-Cambium-Developer: A New Approach to Modeling the Functioning of the Cambial Zone of Conifers under the Influence of Environmental Factors. Russian Journal of Ecology. V. 52. P. 358–367. https://doi.org/10.1134/S1067413621050040 (Impact factor 0.7; SJR Quartile Q3)
Tumajer J., Kašpar J., Kuželová H., Shishov V.V., Tychkov I.I., Popkova M.I.,Vaganov E.A., Treml V. 2021. Forward Modeling Reveals Multidecadal Trends in Cambial Kinetics and Phenology at Treeline. Front. Plant Sci. 12:613643. DOI: 10.3389/fpls.2021.613643 (Impact factor 4.4; SJR Quartile Q1)

Büntgen U., Kirdyanov A.V., Krusic P.J., Shishov V.V., Esper J. 2021. Arctic aerosols and the 'Divergence Problem' in dendroclimatology. Dendrochronologia. V. 67 (125837). DOI:10.1016/j.dendro.2021.125837 (Impact factor 2.3; SJR Quartile Q1)

Shishov V.V., Arzac A., Popkova M.I., Yang B., He M., Vaganov E.A. Experimental and theoretical analysis of tree-ring growth in cold climates. Chapter in the book "Boreal Forests in the Face of Climate Change - Sustainable Management. Advances in Global Change Research." Eds. Girona M., Gauthier S., Morin S., Bergeron Y. Springer. (Accepted to print)

Zhou P., Huang J.-G., Liang H., Rossi S., Bergeron Y., Shishov V.V., Jiang S., Kang J., Zhu H., Don Z. 2021. Radial growth of Larix sibirica was more sensitive to climate at low than high altitudes in the Altai Mountains, China. Agricultural and Forest Meteorology. 304–305: 108392. https://doi.org/10.1016/j.agrformet.2021.108392 (Impact factor 4.7; SJR Quartile Q1) 

Popkova M.I., Shishov V.V., Vaganov E.A., Fonti M.V., Kirdyanov A.V., Babushkina E.A., Huang J-G., Rossi S .2020. Contribution of Xylem Anatomy to Tree-Ring Width of Two Larch Species in Permafrost and Non-Permafrost Zones of Siberia. Forests. 11, 1343; doi:10.3390/f11121343 (Impact factor 2.2; SJR Quartile Q1)


Jevšenak J., Tychkov I., Gričar J., Levanič T., Tumajer J., Prislan P., Arnič D., Popkova M., Shishov V.V. 2020. Growth-limiting factors and climate response variability in Norway spruce (Picea abies L.) along an elevation and precipitation gradients in Slovenia. International Journal of Biometeorology. DOI: 10.1007/s00484-020-02033-5 (Impact factor 2.6; SJR Quartile Q2)

Kirdyanov A.V., Krusic P.J., Shishov V.V., Vaganov E.A., Fertikov A.I., Myglan V.S., Barinov V.V., Browse J., Esper J., Ilyin V.A., Knorre A.A., Korets M.A., Kukarskikh V.V., Mashukov D.A., Onuchin A.A., Piermattei A., Pimenov A.V., Prokushkin A.S., Ryzhkova V.A., Shishikin A.S., Smith K.T., Taynik A.V., Wild M., Zorita E., Büntgen U. 2020.Ecological and conceptual consequences of Arctic pollution. Ecology letters. DOI: 10.1111/ele.13611(Impact factor 8.7; SJR Quartile Q1)

Buttò V., Shishov V., Tychkov I., Popkova M., He M., Rossi S., Deslauriers A., Morin H. 2020. Comparing the Cell Dynamics of Tree-Ring Formation Observed in Microcores and as Predicted by the Vaganov–Shashkin Model. Frontiers in Plant Science. DOI: 10.3389/fpls.2020.01268 (Impact factor 4.4; SJR Quartile Q1)

Rozenberg P., Chauvin T., Escobar-Sandoval M., Huard F., Shishov V., Charpentier J.-P., Sergent A.-S., Vargas-Hernandez J.J., Martinez-Meier A., Pâques L.2020. Climate warming differently affects Larix decidua ring formationat each end of a French Alps elevational gradient. Annals of Forest Science. V. 77, Article number 54. DOI: 10.1007/s13595-020-00958-w (Impact Factor 2.6, SJR Quartile Q1)

Dyachuk P., Arzac A., Peresunko P., Videnin S., Ilyin V., Assaulianov R., Babushkin E.A., Zhirnov D., Belokopytova L., Vaganov E.A., Shishov V.V. 2020. AutoCellRow (ACR) – A new tool for the automatic quantification of cell radial files in conifer images. Dendrochronologia. V. 60, 125687. DOI: 10.1016/j.dendro.2020.125687 (Impact Factor 2.2, SJR Quartile Q1)

Buttò V., Deslauriers A., Rossi S., Rozenberg P., Shishov V., Morin H. 2020. The role of plant hormones in tree ring formation. Trees - Structure and Function. V. 34(2), P. 315-335 DOI: 10.1007/s00468-019-01940-4 (Impact factor 1.78, SJR Quartile Q1)

Rathgeber C.B.K., Fonti P., Shishov V.V., Rozenberg P. 2019. Wood formation and tree adaptation to climate. Annals of Forest Science V. 76: 109. DOI: 10.1007/s13595-019-0902-3 (Impact Factor 2.6, SJR Quartile Q1)

Arzac A., Popkova M., Anarbekova A., Olano J.M., Gutiérrez E., Nikolaev A., Shishov V. 2019. Increasing radial and latewood growth rates of Larix cajanderi Mayr. and Pinus sylvestris L. in the continuous permafrost zone in Central Yakutia (Russia). Annals of Forest Science. DOI: 10.1007/s13595-019-0881-4 (Impact Factor 2.6, SJR Quartile Q1)

He M., Yang B., Rossi S., Bräuning A., Shishov V., Kang S. 2019. Simulated and predicted responses of tree stem radial growth to climatechange—A case study in semi-arid north central China. Dendrochronologia. V. 58. DOI: 10.1016/j.dendro.2019.125632 (Impact Factor 2.2, SJR Quartile Q1)

He M., Yang B, Bräuning A., Rossi S., Ljungqvist F.C., Shishov V., Grießinger J., Wang J., Liu J,, Qin C. 2019. Recent advances in dendroclimatology in China. Earth-Science Reviews. DOI: 10.1016/j.earscirev.2019.02.012 (Impact factor 8.12, SJR Quartile Q1)

Gao J., Yang B., He M., Shishov V. 2019. Intra-annual stem radial increment patterns of Chinese pine, Helan Mountains, Northern Central China. Trees - Structure and Function. DOI: 10.1007/s00468-019-01813-w (Impact factor 1.78, SJR Quartile Q1)

Tychkov I.I., · Sviderskaya I.V., · Babushkina E.A., · Popkova M.I., · Vaganov E.A., Shishov V.V. 2019. How can the parameterization of a process-based model help us understand real tree-ring growth? Trees - Structure and Function. V. 33(2). P. 345-357 DOI: 10.1007/s00468-018-1780-2 (Impact factor 1.78, SJR Quartile Q1)

Fonti M.V., Fakhrutdinov V.V., Kalinina E.V., Tychkov I.I., Popkova M.I., Shishov V.V., Nikolaev A.N. 2019. Long-Term Variability of Anatomic Features of Annual Tree Rings of Larch, Pine and Spruce in the Permafrost Zone in Central Siberia. Contemporary Problems of Ecology. V. 12(7). P. 692–702. DOI: 10.1134/S1995425519070035 (Impact factor 0.60, SJR Quartile Q3) 

Popkova M.I., Vaganov E.A., Shishov V.V., Babushkina E.A., Rossi S., Fonti M.V., Fonti P. 2018. Modeled tracheidograms disclose drought influence on Pinus sylvestris tree-rings structure from Siberian forest-steppe. Frontiers in Plant Science. V.9. DOI: 10.3389/fpls.2018.01144

He M., Yang B., Shishov V., Rossi S., Bräuning A., Ljungqvist F.C., Grießinger J. 2018. Relationships between wood formation and cambium phenology on the Tibetan plateau during 1960-2014. Forests. V.9 (2).

He M., Yang B., Shishov V., Rossi S., Brauning A., Ljungqvist F. C., Grießinger J. 2018. Projections for the changes in growing season length of tree-ring formation on the Tibetan Plateau based on CMIP5 model simulations. International journal of biometeorology. 62(4), с. 631-641. DOI:10.1007/s00484-017-1472-4

Belousova D., Popkova M., Babushkina E., Shishov V. 2018. Timing of cell production in tree rings: An automatic two-step procedure in R. International Multidisciplinary Scientific GeoConference Surveying Geology and Mining Ecology Management proceedings, SGEM 2018. V3(2), P. 1053-1060. DOI: 10.5593/sgem2018/3.2/S14.134 

Yang B., He M., Shishov V., Tychkov I., Vaganov E., Rossi S., Ljungqvist F.C., Achim Bräuning A., Grießinger J. 2017. New perspective on spring vegetation phenology and global climate change based on Tibetan Plateau tree-ring data. Proceedings of the National Academy of Sciences of the United States of America - PNAS. V.114 (27). P. 6966–6971. DOI: 10.1073/pnas.1616608114

He M., Shishov V., Kaparova N., Yang B., Bräuning A., Grießinger J. 2017. Process-based modeling of tree-ring formation and its relationships with climate on the Tibetan Plateau. Dendrochronologia. DOI: http://dx.doi.org/10.1016/j.dendro.2017.01.0021125-7865 

Panyushkina I.P., Shishov V.V., Grachev A.M., Knorre A.A., Kirdyanov A.V., Leavitt S.T., Vaganov E.A., Chebykin E.P., Zhuchenko N.A., Hughes M.K. 2016. Trends in elemental concentrations of tree rings from the Siberian Arctic. Tree-ring Research. Vol. 72(2), P. 67–77. DOI: http://dx.doi.org/10.3959/1536-1098-72.02.67

Touchan R., Shishov V.V., Tychkov I.I., Sivrikaya F., Attieh J., Ketmen M., Stephan J., Mitsopoulos I., Christou A., Meko D.M. 2016. Elevation-layered dendroclimatic signal in eastern Mediterranean tree rings. Environ. Res. Lett. V.11 (4). 044020. DOI:10.1088/1748-9326/11/4/044020

Shishov, V.V., Tychkov, I.I., Popkova, M.I., Ilyin, V.A., Bryukhanova, M.V., Kirdyanov, A.V. 2016. VS-oscilloscope: a new tool to parameterize tree radial growth based on climate conditions. Dendrochronologia. DOI: 10.1016/j.dendro.2015.10.001

Tychkov, I. I., Popkova M. I., Shishov V. V., Babushkina E. A. 2016. VS-oscilloscope: Simulation of tree-ring in Siberia. Water resources, forest, marine and ocean ecosystems conference proceedings, SGEM 2016, VOL II. WOS:000391653500082. (Web of Science)

Popkova M. I., Babushkina E. A., Tychkov, I. I., Shishov V. V. 2016. Time identification of tree rings cell production due to climate factors in Siberia. Water resources, forest, marine and ocean ecosystems conference proceedings, SGEM 2016, VOL II. WOS:000391653500089 (Web Of Science) 

Tychkov I.I., Koiupchenko I.N., Ilyin V.A., Shishov V.V. 2015. Visual parameterization of Vaganov-Shashkin simulation model and its application in dendroecological research. Journal of Siberian Federal University. Biology 4 (2015 8) 478-494 (In Russian)

Popkova M.I., Tychkov I.I., Babushkina E.A., Shishov V.V. 2015. A modified algorithm for estimating the radial cell cize in the Vaganov-Shashkin simulation model. Journal of Siberian Federal University. Biology 4 (2015 8) 495-513 (In Russian)

Shah S.K., Touchan R., Babushkina E., Shishov V.V., Meko D.M., et al. 2015. August to July precipitation from tree rings in the forest steppe zone of Central Siberia (Russia). Tree-Ring Research, Vol. 71(1): 37–44. DOI: http://dx.doi.org/10.3959/1536-1098-71.1.37

Babushkina E.A., Vaganov E.A., Belokopytova L.V., Shishov V.V., Grachev A.M. 2015. Competitive strength effect in the climate response of Scots Pine radial growth in south-central Siberia forest-steppe. Tree-Ring Research, Vol. 71(2): 106–117. DOI: http://dx.doi.org/10.3959/1536-1098-71.2.106

Shishov V., Ovchinnikov D., Koiupchenko I., Tychkov I., Ovchinnikov S. 2015. Testing of spectrum analysis results in dendrochronology: Possibilities to fit and forecast Long-Term Tree-Ring chronologies. International Multidisciplinary Scientific GeoConference Surveying Geology and Mining Ecology Management, SGEM, V.2 (3). ISSN: 1314-2704. P. 537-544 

Touchan R., Anchukaitis K.J., Shishov V.V., Sivrikaya F., Attieh J., Ketmen M., Stephan J., Mitsopoulos I., Christou A., Meko D.M. 2014. Spatial patterns of eastern Mediterranean climate influence on tree growth. Holocene, V. 24 (4): 381-392, DOI: 10.1177/0959683613518594

Touchan R., Anchukaitis K.J., Shishov V.V., Sivrikaya F., Attieh J., Ketmen M., Stephan J., Mitsopoulos I., Christou A., Meko D.M. 2014. Spatial patterns of eastern Mediterranean climate influence on tree growth. Holocene, V. 24 (4): 381-392, DOI: 10.1177/0959683613518594

Haupt M., Friedrich M., Shishov V.V., Boettger T. 2014. The construction of oxygen isotope chronologies from tree-ring series sampled at different temporal resolution and its use as climate proxies: statistical aspects. ClimaticChange, V. 122(1-2): 201-215, DOI: 10.1007/s10584-013-0985-z  

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