Onset and Seasonal Kinetics of Xylogenesis in Pinus sylvestris L. on the Southern Fringes of Its Distribution Depend on Early Spring Air and Soil Temperature
Abstract
1. Introduction
2. Results
2.1. General Shapes of Seasonal Kinetics Curves and Estimations of Phenological Dates
2.2. Characteristics of Xylogenesis Phenology in Years with Early and Late Cambium Activity
2.3. Key Temperature Factors for Initiating Xylogenesis
3. Discussion
3.1. Seasonal Kinetics of Cambial Activity Initiation and Its Methodological Uncertainties
3.2. Observed Timing and Intensity of Xylogenesis Kinetics
3.3. External Regulation of Xylogenesis Phenology
4. Materials and Methods
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
Abbreviations
| SE | standard error |
| Tair | air temperature |
| Tsoil | soil temperature at a depth of 20 cm |
| DOY | day of year |
Appendix A


| Phenological Event in Pine Xylogenesis | Climatic Event | |||||
|---|---|---|---|---|---|---|
| Air Temperature, Tair | Soil Temperature at a Depth of 20 cm, Tsoil | |||||
| Tair ≥ 6.5 °C | ΣTair ≥ 100 °C·Day | Tsoil > 0 °C | Tsoil ≥ 3.5 °C | ΣTsoil ≥ 30 °C·Day | ||
| Delay of phenological date after climatic date (days) | ||||||
| Onset of cell division | mean ± SE | 9.0 ± 2.5 | 8.4 ± 3.0 | 28.6 ± 4.5 | 9.6 ± 1.5 | 8.8 ± 2.3 |
| min…max | 0…15 | −1…15 | 17…41 | 5…13 | 2…14 | |
| Onset of cell expansion | mean ± SE | 17.4 ± 2.9 | 16.8 ± 2.5 | 37.0 ± 4.0 | 18.0 ± 1.5 | 17.2 ± 1.6 |
| min…max | 8…24 | 7…21 | 28…51 | 14…22 | 13…21 | |
| Correlation coefficients between phenological and climatic dates * | ||||||
| Onset of cell division | 0.92 | 0.89 | 0.80 | 0.99 | 0.97 | |
| Onset of cell expansion | 0.89 | 0.88 | 0.65 | 0.96 | 0.95 | |
| Maximum number of cells in the cambial zone | 0.78 | 0.73 | 0.62 | 0.92 | 0.89 | |
| Maximum number of cells in the expansion zone | 0.77 | 0.72 | 0.61 | 0.92 | 0.90 | |
| Cessation of cambial activity | 0.83 | 0.76 | 0.94 | 0.90 | 0.85 | |
| The last cell leaves the expansion zone | 0.89 | 0.83 | 0.92 | 0.95 | 0.92 | |
References
- Chmielewski, F.M.; Rötzer, T. Response of tree phenology to climate change across Europe. Agric. For. Meteorol. 2001, 108, 101–112. [Google Scholar] [CrossRef]
- Vitasse, Y.; François, C.; Delpierre, N.; Dufrêne, E.; Kremer, A.; Chuine, I.; Delzon, S. Assessing the effects of climate change on the phenology of European temperate trees. Agric. For. Meteorol. 2011, 151, 969–980. [Google Scholar] [CrossRef]
- Diez, J.M.; Ibáñez, I.; Miller-Rushing, A.J.; Mazer, S.J.; Crimmins, T.M.; Crimmins, M.A.; Bertelsen, M.A.; Inouye, D.W. Forecasting phenology: From species variability to community patterns. Ecol. Lett. 2012, 15, 545–553. [Google Scholar] [CrossRef] [PubMed]
- Piao, S.; Liu, Q.; Chen, A.; Janssens, I.A.; Fu, Y.; Dai, J.; Liu, L.; Lian, X.; Shen, M.; Zhu, X. Plant phenology and global climate change: Current progresses and challenges. Glob. Change Biol. 2019, 25, 1922–1940. [Google Scholar] [CrossRef] [PubMed]
- Chuine, I.; Beaubien, E.G. Phenology is a major determinant of tree species range. Ecol. Lett. 2001, 4, 500–510. [Google Scholar] [CrossRef]
- Yang, L.H.; Rudolf, V. Phenology, ontogeny and the effects of climate change on the timing of species interactions. Ecol. Lett. 2010, 13, 1–10. [Google Scholar] [CrossRef] [PubMed]
- Hänninen, H. Effects of climatic change on trees from cool and temperate regions: An ecophysiological approach to modelling of bud burst phenology. Can. J. Bot. 1995, 73, 183–199. [Google Scholar] [CrossRef]
- Saxe, H.; Cannell, M.G.; Johnsen, Ø.; Ryan, M.G.; Vourlitis, G. Tree and forest functioning in response to global warming. New Phytol. 2001, 149, 369–399. [Google Scholar] [CrossRef] [PubMed]
- Badeck, F.W.; Bondeau, A.; Böttcher, K.; Doktor, D.; Lucht, W.; Schaber, J.; Sitch, S. Responses of spring phenology to climate change. New Phytol. 2004, 162, 295–309. [Google Scholar] [CrossRef]
- Li, X.; Rossi, S.; Liang, E.; Camarero, J.J. Temperature thresholds for the onset of xylogenesis in alpine shrubs on the Tibetan Plateau. Trees 2016, 30, 2091–2099. [Google Scholar] [CrossRef]
- Kramer, K. Phenotypic plasticity of the phenology of seven European tree species in relation to climatic warming. Plant Cell Environ. 1995, 18, 93–104. [Google Scholar] [CrossRef]
- Kudo, G.; Nishikawa, Y.; Kasagi, T.; Kosuge, S. Does seed production of spring ephemerals decrease when spring comes early? Ecol. Res. 2004, 19, 255–259. [Google Scholar] [CrossRef]
- Saderi, S.; Rathgeber, C.B.K.; Rozenberg, P.; Fournier, M. Phenology of wood formation in larch (Larix decidua Mill.) trees growing along a 1000-m elevation gradient in the French Southern Alps. Ann. For. Sci. 2019, 76, 89. [Google Scholar] [CrossRef]
- Vaganov, E.A.; Hughes, M.K.; Kirdyanov, A.V.; Schweingruber, F.H.; Silkin, P.P. Influence of snowfall and melt timing on tree growth in subarctic Eurasia. Nature 1999, 400, 149–151. [Google Scholar] [CrossRef]
- Kirdyanov, A.V.; Hughes, M.K.; Vaganov, E.A.; Schweingruber, F.H.; Silkin, P.P. The importance of early summer temperature and date of snow melt for tree growth in the Siberian Subarctic. Trees 2003, 17, 61–69. [Google Scholar] [CrossRef]
- Rossi, S.; Morin, H.; Deslauriers, A. Multi-scale influence of snowmelt on xylogenesis of black spruce. Arct. Antarct. Alp. Res. 2011, 43, 457–464. [Google Scholar] [CrossRef]
- Lupi, C.; Morin, H.; Deslauriers, A.; Rossi, S. Xylogenesis in black spruce: Does soil temperature matter? Tree Physiol. 2012, 32, 74–82. [Google Scholar] [CrossRef] [PubMed]
- Belokopytova, L.V.; Zhirnova, D.F.; Meko, D.M.; Babushkina, E.A.; Vaganov, E.A.; Krutovsky, K.V. Tree rings reveal the impact of soil temperature on larch growth in forest-steppe of Siberia. Forests 2021, 12, 1765. [Google Scholar] [CrossRef]
- Sanmiguel-Vallelado, A.; Camarero, J.J.; Morán-Tejeda, E.; Gazol, A.; Colangelo, M.; Alonso-González, E.; Lopez-Moreno, J.I. Snow dynamics influence tree growth by controlling soil temperature in mountain pine forests. Agric. For. Meteorol. 2021, 296, 108205. [Google Scholar] [CrossRef]
- Rossi, S.; Deslauriers, A.; Gricar, J.; Seo, J.W.; Rathgeber, C.B.K.; Anfodillo, T.; Morin, H.; Levanic, T.; Oven, P.; Jalkanen, R. Critical temperatures for xylogenesis in conifers of cold climates. Glob. Ecol. Biogeogr. 2008, 17, 696–707. [Google Scholar] [CrossRef]
- Rossi, S.; Anfodillo, T.; Čufar, K.; Cuny, H.E.; Deslauriers, A.; Fonti, P.; Frank, D.; Gričar, J.; Gruber, A.; Huang, J.-G.; et al. A meta-analysis of cambium phenology and growth: Linear and non-linear patterns in conifers of the northern hemisphere. Ann. Bot. 2013, 112, 1911–1920. [Google Scholar] [CrossRef] [PubMed]
- Rossi, S.; Deslauriers, A.; Anfodillo, T. Evidence of threshold temperatures for xylogenesis in conifers at high altitudes. Oecologia 2007, 152, 1–12. [Google Scholar] [CrossRef] [PubMed]
- Chen, Y.; Rademacher, T.; Fonti, P.; Eckes-Shephard, A.H.; LeMoine, J.M.; Fonti, M.V.; Richardson, A.D.; Friend, A.D. Inter-annual and inter-species tree growth explained by phenology of xylogenesis. New Phytol. 2022, 235, 939–952. [Google Scholar] [CrossRef] [PubMed]
- Qian, N.; Dong, C.; Shi, K.; Liu, Q.; Zhou, G. Timing, patterns and environmental drivers of wood formation in Larix olgensis in Changbai Mountain, Northeast China. Ann. Bot. 2026, 137, 975–984. [Google Scholar] [CrossRef] [PubMed]
- Lupi, C.; Morin, H.; Deslauriers, A.; Rossi, S. Xylem phenology and wood production: Resolving the chicken-or-egg dilemma. Plant Cell Environ. 2010, 33, 1721–1730. [Google Scholar] [CrossRef] [PubMed]
- Zhang, J.; Gou, X.; Manzanedo, R.D.; Zhang, F.; Pederson, N. Cambial phenology and xylogenesis of Juniperus przewalskii over a climatic gradient is influenced by both temperature and drought. Agric. For. Meteorol. 2018, 260, 165–175. [Google Scholar] [CrossRef]
- Rossi, S.; Girard, M.-J.; Morin, H. Lengthening of the duration of xylogenesis engenders disproportionate increases in xylem production. Glob. Change Biol. 2014, 20, 2261–2271. [Google Scholar] [CrossRef] [PubMed]
- Vieira, J.; Carvalho, A.; Campelo, F. Xylogenesis in the early life stages of maritime pine. For. Ecol. Manag. 2018, 424, 71–77. [Google Scholar] [CrossRef]
- Ren, P.; Ziaco, E.; Rossi, S.; Biondi, F.; Prislan, P.; Liang, E. Growth rate rather than growing season length determines wood biomass in dry environments. Agric. For. Meteorol. 2019, 271, 46–53. [Google Scholar] [CrossRef]
- Fonti, M.V.; Babushkina, E.A.; Zhirnova, D.F.; Vaganov, E.A. Xylogenesis of Scots pine in an uneven-aged stand of the Minusinsk Depression (Southern Siberia). J. Sib. Fed. Univ. Biol. 2020, 13, 197–207. [Google Scholar] [CrossRef]
- Babushkina, E.A.; Sitnikov, G.A.; Upadhyay, K.K.; Zhirnova, D.F.; Zelenov, G.K.; Vaganov, E.A. Seasonal growth of pine tree rings: Comparison of direct observations and simulation. Forests 2022, 13, 1978. [Google Scholar] [CrossRef]
- Rao, M.P.; Cook, E.R.; Cook, B.I.; Anchukaitis, K.J.; D’Arrigo, R.D.; Krusic, P.J.; LeGrande, A.N. A double bootstrap approach to Superposed Epoch Analysis to evaluate response uncertainty. Dendrochronologia 2019, 55, 119–124. [Google Scholar] [CrossRef]
- Prislan, P.; Čufar, K.; Koch, G.; Schmitt, U.; Gričar, J. Review of cellular and subcellular changes in the cambium. IAWA J. 2013, 34, 391–407. [Google Scholar] [CrossRef]
- Lima, A.C.; Pace, M.R.; Angyalossy, V.; da Silva, A.L.; Marcati, C.R. Defining cambial activity: The limitations of indirect indicators and the need for direct cellular markers. Trees 2025, 39, 108. [Google Scholar] [CrossRef]
- Larson, P.R. The Vascular Cambium: Development and Structure, 1st ed.; Springer: Berlin/Heidelberg, Germany, 1994; 725p. [Google Scholar] [CrossRef]
- Farrar, J.J.; Evert, R.F. Seasonal changes in the ultrastructure of the vascular cambium of Robinia pseudoacacia. Trees 1997, 11, 191–202. [Google Scholar] [CrossRef]
- Prislan, P.; Schmitt, U.; Koch, G.; Gričar, J.; Čufar, K. Seasonal ultrastructural changes in the cambial zone of beech (Fagus sylvatica) grown at two different altitudes. IAWA J. 2011, 32, 443–459. [Google Scholar] [CrossRef]
- Frankenstein, C.; Eckstein, D.; Schmitt, U. The onset of cambium activity–a matter of agreement? Dendrochronologia 2005, 23, 57–62. [Google Scholar] [CrossRef]
- Evert, R.F. The cambium and seasonal development of the phloem in Pyrus malus. Am. J. Bot. 1963, 50, 149–159. [Google Scholar] [CrossRef]
- Alfieri, F.J.; Evert, R.F. Seasonal development of the secondary phloem in Pinus. Am. J. Bot. 1968, 55, 518–528. [Google Scholar] [CrossRef]
- Alfieri, F.J.; Evert, R.F. Structure and seasonal development of the secondary phloem in the Pinaceae. Bot. Gaz. 1973, 134, 17–25. [Google Scholar] [CrossRef] [PubMed]
- Marcati, C.R.; Angyalossy, V.; Evert, R.F. Seasonal variation in wood formation of Cedrela fissilis (Meliaceae). IAWA J. 2006, 27, 199–211. [Google Scholar] [CrossRef]
- Rathgeber, C.B.K.; Rossi, S.; Bontemps, J.-D. Cambial activity related to tree size in a mature silver-fir plantation. Ann. Bot. 2011, 108, 429–438. [Google Scholar] [CrossRef] [PubMed]
- Murmanis, L. Structural changes in the vascular cambium of Pinus strobus L. during an annual cycle. Ann. Bot. 1971, 35, 133–141. [Google Scholar] [CrossRef]
- Nguyen, T.T.T.; Bae, E.K.; Tran, T.N.A.; Lee, H.; Ko, J.H. Exploring the seasonal dynamics and molecular mechanism of wood formation in gymnosperm trees. Int. J. Mol. Sci. 2023, 24, 8624. [Google Scholar] [CrossRef] [PubMed]
- Silvestro, R.; Deslauriers, A.; Prislan, P.; Rademacher, T.; Rezaie, N.; Richardson, A.D.; Vitasse, Y.; Rossi, S. From roots to leaves: Tree growth phenology in forest ecosystems. Curr. For. Rep. 2025, 11, 12. [Google Scholar] [CrossRef]
- Kang, J.; Shishov, V.V.; Tychkov, I.; Zhou, P.; Jiang, S.; Ilyin, V.A.; Ding, X.; Huang, J.G. Response of model-based cambium phenology and climatic factors to tree growth in the Altai Mountains, Central Asia. Ecol. Indic. 2022, 143, 109393. [Google Scholar] [CrossRef]
- Antonova, G.F.; Stasova, V.V.; Suvorova, G.G.; Oskolkov, V.A. Xylogenesis, photosynthesis and respiration in Scots pine trees growing in Eastern Siberia (Russia). Russ. J. Dev. Biol. 2023, 54, 292–308. [Google Scholar] [CrossRef]
- Downes, G.M.; Drew, D.; Battaglia, M.; Schulze, D. Measuring and modelling stem growth and wood formation: An overview. Dendrochronologia 2009, 27, 147–157. [Google Scholar] [CrossRef]
- Drew, D.M.; Downes, G.M.; Battaglia, M. CAMBIUM, a process-based model of daily xylem development in Eucalyptus. J. Theor. Biol. 2010, 264, 395–406. [Google Scholar] [CrossRef] [PubMed]
- Fritts, H.C.; Shashkin, A.V.; Downes, G.M. A simulation model of conifer ring growth and cell structure. In Tree Ring Analysis: Biological, Methodological and Environmental Aspects; Wimmer, R., Vetter, R.E., Eds.; CABI Publ.: Wallingford, UK, 1999; pp. 3–32. [Google Scholar]
- Eckes-Shepard, A.H.; Ljungqvist, F.C.; Drew, D.M.; Rathgeber, C.B.K.; Friend, A.D. Wood formation modelling—A research review and future perspectives. Front. Plant Sci. 2022, 13, 106265. [Google Scholar] [CrossRef] [PubMed]
- Belousova, D.A.; Shishov, V.V.; Arzac, A.; Popkova, M.I.; Babushkina, E.A.; Huang, J.-G.; Vaganov, E.A. VS-Cambium-Developer: A new predictive model of cambium functioning under influence of environmental factors. Plants 2023, 12, 3594. [Google Scholar] [CrossRef] [PubMed]
- Ivanov, V.B. Cellular Mechanisms of Plant Growth; Nauka: Moscow, Russia, 2011; 104p. (In Russian) [Google Scholar]
- Ivanov, V.B. Cell proliferation in plants. Results Sci. Tech. Cytol. [Itogi Nauki Techniki. Citologiya] 1987, 5, 3–219. (In Russian) [Google Scholar]
- Rossi, S.; Deslauriers, A.; Anfodillo, T.; Morin, H.; Saracino, A.; Motta, R.; Borghetti, M. Conifers in cold environments synchronize maximum growth rate of tree-ring formation with day length. New Phytol. 2006, 170, 301–310. [Google Scholar] [CrossRef] [PubMed]
- Ren, P.; Rossi, S.; Gricar, J.; Liang, E.; Cufar, K. Is precipitation a trigger for the onset of xylogenesis in Juniperus przewalskii on the north-eastern Tibetan Plateau? Ann. Bot. 2015, 115, 629–639. [Google Scholar] [CrossRef] [PubMed]
- Ren, P.; Rossi, S.; Camarero, J.J.; Ellison, A.M.; Liang, E.; Peñuelas, J. Critical temperature and precipitation thresholds for the onset of xylogenesis of Juniperus przewalskii in a semi-arid area of the north-eastern Tibetan Plateau. Ann. Bot. 2018, 121, 617–624. [Google Scholar] [CrossRef] [PubMed]
- Ziaco, E.; Truettner, C.; Biondi, F.; Bullock, S. Moisture-driven xylogenesis in Pinus ponderosa from a Mojave Desert mountain reveals high phenological plasticity. Plant Cell Environ. 2018, 41, 823–836. [Google Scholar] [CrossRef] [PubMed]
- Demina, A.V.; Belokopytova, L.V.; Zhirnova, D.F.; Mehrotra, N.; Shah, S.K.; Babushkina, E.A.; Vaganov, E.A. Degree of connectivity in reconstructed precipitation dynamics and extremes for semiarid regions across South Siberia. Dendrochronologia 2022, 71, 125903. [Google Scholar] [CrossRef]
- Li, W.F.; Ding, Q.; Chen, J.J.; Cui, K.M.; He, X.Q. Induction of PtoCDKB and PtoCYCB transcription by temperature during cambium reactivation in Populus tomentosa Carr. J. Exp. Bot. 2009, 60, 2621–2630. [Google Scholar] [CrossRef] [PubMed]
- Begum, S.; Nakaba, S.; Yamagishi, Y.; Oribe, Y.; Funada, R. Regulation of cambial activity in relation to environmental conditions: Understanding the role of temperature in wood formation of trees. Physiol. Plant. 2013, 147, 46–54. [Google Scholar] [CrossRef] [PubMed]
- Huang, J.G.; Ma, Q.; Rossi, S.; Biondi, F.; Deslauriers, A.; Fonti, P.; Liang, E.; Mäkinen, H.; Oberhuber, W.; Rathgeber, C.B.K.; et al. Photoperiod and temperature as dominant environmental drivers triggering secondary growth resumption in Northern Hemisphere conifers. Proc. Natl. Acad. Sci. USA 2020, 117, 20645–20652. [Google Scholar] [CrossRef] [PubMed]
- Campelo, F.; Camarero, J.J. Temperature-photoperiod interactions improve simulations of early xylem phenology: Refining the Vaganov-Shashkin growth model. Dendrochronologia 2024, 85, 126215. [Google Scholar] [CrossRef]
- Gričar, J.; Zupančič, M.; Čufar, K.; Koch, G.; Schmitt, U.W.E.; Oven, P. Effect of local heating and cooling on cambial activity and cell differentiation in the stem of Norway spruce (Picea abies). Ann. Bot. 2006, 97, 943–951. [Google Scholar] [CrossRef] [PubMed]
- Deslauriers, A.; Rossi, S.; Anfodillo, T.; Saracino, A. Cambial phenology, wood formation and temperature thresholds in two contrasting years at high altitude in southern Italy. Tree Physiol. 2008, 28, 863–871. [Google Scholar] [CrossRef] [PubMed]
- Begum, S.; Kudo, K.; Rahman, M.H.; Nakaba, S.; Yamagishi, Y.; Nabeshima, E.; Nugroho, W.D.; Oribe, Y.; Kitin, P.; Jin, H.; et al. Climate change and the regulation of wood formation in trees by temperature. Trees 2018, 32, 3–15. [Google Scholar] [CrossRef]
- Rossi, S.; Deslauriers, A.; Anfodillo, T.; Carrer, M. Age-dependent xylogenesis in timberline conifers. New Phytol. 2008, 177, 199–208. [Google Scholar] [CrossRef] [PubMed]
- Rossi, S.; Morin, H.; Deslauriers, A. Causes and correlations in cambium phenology: Towards an integrated framework of xylogenesis. J. Exp. Bot. 2012, 63, 2117–2126. [Google Scholar] [CrossRef] [PubMed]
- Seo, J.W.; Eckstein, D.; Jalkanen, R.; Rickebusch, S.; Schmitt, U. Estimating the onset of cambial activity in Scots pine in northern Finland by means of the heat-sum approach. Tree Physiol. 2008, 28, 105–112. [Google Scholar] [CrossRef] [PubMed]
- Prislan, P.; Gričar, J.; De Luis, M.; Smith, K.T.; Čufar, K. Phenological variation in xylem and phloem formation in Fagus sylvatica from two contrasting sites. Agric. For. Meteorol. 2013, 180, 142–151. [Google Scholar] [CrossRef]
- Pregitzer, K.S.; King, J.S. Effects of soil temperature on nutrient uptake. In Nutrient Acquisition by Plants: An Ecological Perspective; BassiriRad, H., Ed.; Springer: Berlin/Heidelberg, Germany, 2005; pp. 277–310. [Google Scholar] [CrossRef] [PubMed]
- Ensminger, I.; Sveshnikov, D.; Campbell, D.A.; Funk, C.; Jansson, S.; Lloyd, J.; Shibistova, O.; Öquist, G. Intermittent low temperatures constrain spring recovery of photosynthesis in boreal Scots pine forests. Glob. Change Biol. 2004, 10, 995–1008. [Google Scholar] [CrossRef]
- Lopushinsky, W.; Kaufmann, M.R. Effects of cold soil on water relations and spring growth of Douglas-fir seedlings. For. Sci. 1984, 30, 628–634. [Google Scholar] [CrossRef]
- Iivonen, S.; Rikala, R.; Ryyppö, A.; Vapaavuori, E. Responses of Scots pine (Pinus sylvestris) seedlings grown in different nutrient regimes to changing root zone temperature in spring. Tree Physiol. 1999, 19, 951. [Google Scholar] [CrossRef] [PubMed][Green Version]
- Domisch, T.; Finér, L.; Lehto, T. Effects of soil temperature on biomass and carbohydrate allocation in Scots pine (Pinus sylvestris) seedlings at the beginning of the growing season. Tree Physiol. 2001, 21, 465–472. [Google Scholar] [CrossRef] [PubMed]
- Domisch, T.; Finér, L.; Lehto, T. Growth, carbohydrate and nutrient allocation of Scots pine seedlings after exposure to simulated low soil temperature in spring. Plant Soil 2002, 246, 75–86. [Google Scholar] [CrossRef]
- Hipkins, V.D.; Krutovsky, K.V.; Strauss, S.H. Organelle genomes in conifers: Structure, evolution, and diversity. For. Genet. 1994, 1, 179–189. [Google Scholar]
- Lu, M.; Krutovsky, K.V.; Loopstra, C.A. Predicting adaptive genetic variation of loblolly pine (Pinus taeda L.) populations under projected future climates based on multivariate models. J. Hered. 2019, 110, 857–865. [Google Scholar] [CrossRef] [PubMed]
- Locosselli, G.M. The cambium activity in a changing world. Trees 2018, 32, 1–2. [Google Scholar] [CrossRef]
- Alisov, B.P. Climate of the USSR; Moscow State University: Moscow, Russia, 1956; 127p. (In Russian) [Google Scholar]
- Bulygina, O.N.; Razuvaev, V.N.; Aleksandrova, T.M. Description of the Data Set of Daily Air Temperature and Precipitation at Meteorological Stations of Russia and the Former USSR (TTTR). Certificate of State Registration of the Database No. 2014620942 Dated 2 July 2014. Available online: http://meteo.ru/data/temperature-precipitation/ (accessed on 26 May 2026). (In Russian)
- Bulygina, O.N.; Razuvaev, V.N.; Aleksandrova, T.M. Description of the Data Set of Snow Cover Characteristics at Meteorological Stations of Russia and the Former USSR (TTTR). Certificate of State Registration of the Database No. 2014621201 Dated 26 August 2014. Available online: http://meteo.ru/data/snow-cover/ (accessed on 26 May 2026). (In Russian)
- Sherstyukov, A.B. Description of the Daily Data Set on Soil Temperature at Depths of up to 320 cm from Meteorological Stations of the Russian Federation (Version 3). 2024. Available online: http://meteo.ru/data/soil-temperature/ (accessed on 26 May 2026). (In Russian)
- Belokopytova, L.V.; Meko, D.M.; Zhirnova, D.F.; Babushkina, E.A.; Vaganov, E.A. Spatial classification of moisture-sensitive pine and larch tree-ring chronologies within Khakass–Minusinsk Depression, South Siberia. Trees 2021, 35, 2133–2139. [Google Scholar] [CrossRef]
- Zhirnova, D.F.; Belokopytova, L.V.; Meko, D.M.; Babushkina, E.A.; Vaganov, E.A. Climate change and tree growth in the Khakass-Minusinsk Depression (South Siberia) impacted by large water reservoirs. Sci. Rep. 2021, 11, 14266. [Google Scholar] [CrossRef] [PubMed]
- Hoffmann, C.W.; Usoltsev, V.A. Modelling root biomass distribution in Pinus sylvestris forests of the Turgai Depression of Kazakhstan. For. Ecol. Manag. 2001, 149, 103–114. [Google Scholar] [CrossRef]
- Gryb, Y.M. Features of the root systems structure of Scots pine and their impact on the reforestation quality. Russ. For. J. [Lesnoy Zhurnal] 2015, 2, 37–49. (In Russian) [Google Scholar] [CrossRef]
- Zhang, T.; Song, L.; Zhu, J.; Wang, G.; Li, M.; Zheng, X.; Zhang, J. Spatial distribution of root systems of Pinus sylvestris var. mongolica trees with different ages in a semi-arid sandy region of Northeast China. For. Ecol. Manag. 2021, 483, 118776. [Google Scholar] [CrossRef]
- Ivanov, V.V.; Borisov, A.N.; Shapchenkova, O.A.; Petrenko, A.E. The peculiarities of Scots pine growth in the conditions of the Krasnoyarsk forest-steppe. Russ. For. J. [Lesnoy Zhurnal] 2024, 5, 40–50. (In Russian) [Google Scholar] [CrossRef]
- Prislan, P.; Gricar, J.; Cufar, K. Wood Sample Preparation for Microscopic Analysis. 2014. Available online: https://repozitorij.uni-lj.si/IzpisGradiva.php?id=148728 (accessed on 15 June 2026).
- Rossi, S.; Anfodillo, T.; Menardi, R. Trephor: A new tool for sampling microcores from tree stems. IAWA J. 2006, 27, 89–97. [Google Scholar] [CrossRef]
- Gärtner, H.; Schweingruber, F.H. Microscopic Preparation Techniques for Plant Stem Analysis; Kessel Publishing House: Remagen, Germany, 2013; 78p. [Google Scholar]



| Phenological or Climatic Phenomenon | Calendar Date, Day of the Year (DOY) | p * | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Years with Early Active Xylogenesis | Years with Late Active Xylogenesis | |||||||||
| 2013 | 2014 | 2017 | Mean | 2018 | 2019 | 2021 | 2023 | Mean | ||
| Xylogenesis of Scots pine | ||||||||||
| Onset of cell division in the cambial zone | 112 | 97 | 120 | 110 | 122 | 126 | 132 | 130 | 128 | 0.053 |
| First xylem cell enters expansion zone | 120 | 111 | 127 | 119 | 132 | 142 | 135 | 140 | 137 | 0.020 |
| Maximum cell number in the cambial zone | 130 | 128 | 143 | 134 | 152 | 148 | 152 | 151 | 151 | 0.031 |
| Maximum cell number in the expansion zone | 150 | 150 | 160 | 153 | 171 | 176 | 173 | 171 | 173 | 0.009 |
| Cessation of cambial activity | 232 | 224 | 235 | 230 | 233 | 241 | 243 | 234 | 238 | 0.073 |
| Last xylem cell exits from the expansion zone | 243 | 233 | 246 | 241 | 237 | 247 | 257 | 248 | 247 | 0.150 |
| Temperatures of the environment | ||||||||||
| Thawing ** of soil, Tsoil > 0 °C | 92 | 80 | 89 | 87 | 89 | 90 | 98 | 89 | 91 | 0.186 |
| Stable transition *** of air temperature, Tair ≥ 6.5 °C | 112 | 87 | 105 | 101 | 108 | 119 | 121 | 121 | 117 | 0.077 |
| The sum of positive air temperatures, ΣTair ≥ 100 °C·day | 113 | 93 | 106 | 104 | 113 | 105 | 117 | 120 | 114 | 0.118 |
| Stable transition *** of soil temperature, Tsoil ≥ 3.5 °C | 105 | 92 | 107 | 101 | 113 | 116 | 121 | 118 | 117 | 0.033 |
| The sum of positive soil temperatures, ΣTsoil ≥ 30 °C·day | 107 | 95 | 106 | 103 | 115 | 110 | 120 | 119 | 116 | 0.025 |
| Day Relative to the Calendar Date of the Onset of Cell Division in the Cambial Zone | Air Temperature Tair, °C | Soil Temperature at a Depth of 20 cm Tsoil, °C | ||
|---|---|---|---|---|
| Smoothed * W = 15 Days | Cumulative Sum ΣT > 0 °C (°C·Day) | Smoothed * W = 15 Days | Cumulative Sum ΣT > 0 °C (°C·Day) | |
| −24 | 0.45 ± 0.94 | 38 ±13 | −0.33 ± 0.73 | 4 ± 2 |
| −16 | 3.66 ± 0.34 | 63 ± 12 | 1.42 ± 0.38 | 11 ± 4 |
| −8 | 6.64 ± 0.59 | 103 ± 14 | 3.73 ± 0.44 | 30 ± 7 |
| 0 | 8.88 ± 0.46 | 172 ± 18 | 6.42 ± 0.54 | 73 ± 10 |
| +8 | 9.12 ± 0.78 | 244 ± 20 | 8.01 ± 0.67 | 135 ± 14 |
| +16 | 10.20 ± 0.78 | 320 ± 23 | 9.30 ± 0.80 | 203 ± 19 |
| +24 | 12.38 ± 1.28 | 410 ± 30 | 11.70 ± 1.03 | 286 ± 26 |
| Phenological Event in Pine Xylogenesis | Climatic Event | |||||
|---|---|---|---|---|---|---|
| Air Temperature, Tair | Soil Temperature at a Depth of 20 cm, Tsoil | |||||
| Tair ≥ 6.5 °C | ΣTair ≥ 100 °C·Day | Tsoil > 0 °C | Tsoil ≥ 3.5 °C | ΣTsoil ≥ 30 °C·Day | ||
| Delay of phenological date after climatic date (days) | ||||||
| Onset of cell division | mean ± SE | 9.4 ± 1.9 | 10.3 ± 2.8 | 30.3 ± 3.3 | 9.6 ± 1.1 | 9.6 ± 1.9 |
| min…max | 0…15 | −1…21 | 17…41 | 5…13 | 2…16 | |
| Onset of cell expansion | mean ± SE | 19.1 ± 2.3 | 20.0 ± 3.3 | 40.0 ± 3.5 | 19.3 ± 1.5 | 19.3 ± 2.4 |
| min…max | 8…24 | 7…37 | 28…52 | 14…26 | 13…32 | |
| Correlation coefficients between phenological and climatic dates * | ||||||
| Onset of cell division | 0.91 | 0.80 | 0.77 | 0.99 | 0.93 | |
| Onset of cell expansion | 0.87 | 0.63 | 0.56 | 0.93 | 0.82 | |
| Maximum number of cells in the cambial zone | 0.70 | 0.64 | 0.55 | 0.90 | 0.87 | |
| Maximum number of cells in the expansion zone | 0.73 | 0.51 | 0.50 | 0.89 | 0.79 | |
| Cessation of cambial activity | 0.84 | 0.55 | 0.85 | 0.87 | 0.72 | |
| The last cell leaves the expansion zone | 0.82 | 0.64 | 0.86 | 0.79 | 0.71 | |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2026 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license.
Share and Cite
Belokopytova, L.V.; Karmanovskaya, N.V.; Zhirnova, D.F.; Meko, D.M.; Kholdaenko, Y.A.; Babushkina, E.A.; Vaganov, E.A. Onset and Seasonal Kinetics of Xylogenesis in Pinus sylvestris L. on the Southern Fringes of Its Distribution Depend on Early Spring Air and Soil Temperature. Plants 2026, 15, 1933. https://doi.org/10.3390/plants15131933
Belokopytova LV, Karmanovskaya NV, Zhirnova DF, Meko DM, Kholdaenko YA, Babushkina EA, Vaganov EA. Onset and Seasonal Kinetics of Xylogenesis in Pinus sylvestris L. on the Southern Fringes of Its Distribution Depend on Early Spring Air and Soil Temperature. Plants. 2026; 15(13):1933. https://doi.org/10.3390/plants15131933
Chicago/Turabian StyleBelokopytova, Liliana V., Natalia V. Karmanovskaya, Dina F. Zhirnova, David M. Meko, Yulia A. Kholdaenko, Elena A. Babushkina, and Eugene A. Vaganov. 2026. "Onset and Seasonal Kinetics of Xylogenesis in Pinus sylvestris L. on the Southern Fringes of Its Distribution Depend on Early Spring Air and Soil Temperature" Plants 15, no. 13: 1933. https://doi.org/10.3390/plants15131933
APA StyleBelokopytova, L. V., Karmanovskaya, N. V., Zhirnova, D. F., Meko, D. M., Kholdaenko, Y. A., Babushkina, E. A., & Vaganov, E. A. (2026). Onset and Seasonal Kinetics of Xylogenesis in Pinus sylvestris L. on the Southern Fringes of Its Distribution Depend on Early Spring Air and Soil Temperature. Plants, 15(13), 1933. https://doi.org/10.3390/plants15131933

