Abstract
Changes in annual radial growth is an important indication of climate change. Dendroclimatology studies in northern China have focused on linear statistical analysis, but lacking studies based on the process of ring formation to clarify the radial growth of trees. Tree-ring width standard chronology (STD) was established using samples of Larix principis-rupprechtii collected at 2303 m altitude on Luya Mountain. Using the Vaganov-Shashkin (VS) model to simulate growth and development, the internal physiological mechanism of radial growth is identified. It was concluded that: (1) the growing season of L. principis-rupprechtii was May to September; (2) soil moisture was a significant factor in the early and late growing seasons, and temperature was the dominant factor in its main growth period; and (3) formation of narrow ring widths was closely related to drought stress, the development of wide ring widths will be restricted by increasing future temperatures. The VS model is applicable for radial growth simulation of subalpine coniferous forests and for guiding the cultivation of local tree species in the future.
Similar content being viewed by others
References
Alisov BP (1956) Climate of the USSR. Moscow State University Press, Moscow ((in Russian))
Anchukaitis KJ, Evans MN, Kaplan A, Vaganov EA, Hughes MK, Grissino-Mayer HD, Cane MA (2006) Forward modeling of regional scale tree-ring patterns in the southeastern United States and the recent influence of summer drought. Geophy Res Let 33(4):L04705. https://doi.org/10.1029/2005GL025050
Bao G, Liu ZY, Liu N, Wu ML (2021) Simulation analysis of the radial growth characteristics of Pinus sylvestris var. mongolica in Hulunbuir sandy land by Vaganov-Shashkin Model. Chin J Appl Ecol 32(10):3448–3458 ((in Chinese))
Cai QF, Liu Y (2013) Climatic response of three tree species growing at different elevations in the Luliang Mountains of Northern China. Dendrochronologia 31(4):311–317. https://doi.org/10.1016/j.dendro.2012.07.003
Cai QF, Liu Y, Bao G, Lei Y, Sun B (2010) Tree-ring-based May–July mean temperature history for Luliang Mountains, China, since 1836. Chin Sci Bull 55(20):2033–2039. https://doi.org/10.1007/s11434-010-3235-z
Cannell GR, Smith RL (1986) Climatic warming, spring bud burst, and frost damage on trees. J Appl Ecol 23(1):177–191
Carrer M, Urbinati C (2006) Long-term change in the sensitivity of tree ring growth to climate forcing in Larix decidua. New Phyto 170(4):861–872. https://doi.org/10.1111/j.1469-8137.2006.01703.x
Chen L, Li SH, Hou L, Shi AR, Bai HY (2017) Response of Larix chinensis radial growth to climatic factors based on the Vaganov-Shashkin Model. Chin J Appl Ecol 28(8):2470–2480 ((in Chinese))
D’Arrigo R, Wilson R, Liepert B, Paolo C (2007) On the “divergence problem” in northern forests: a review of tree-ring evidence and possible causes. Glob Planet Chan 60(3–4):289–305. https://doi.org/10.1016/j.gloplacha.2007.03.004
Evans MN, Reichert BK, Kaplan A, Anchukaitis KJ, Vaganov EA, Hughes MK, Cane MA (2006) A forward modeling approach to paleoclimatic interpretation of tree-ring data. J Geophy Res-Biogeo 111:G03008. https://doi.org/10.1029/2006JG000166
Fritts HC (1976) Tree rings and climate. Academic Press, London
Holmes RL (1983) Computer-assisted quality control in tree-ring dating and measurement. Tree-Ring Bull 43:69–78. https://doi.org/10.1006/biol.1999.0214
Huang XM, Xiao DM, Qin NS (2018) Tree-ring based reconstruction of relative humidity from May to September in southern Qinghai Plateau during AD 1639–2013. Arid Land Geogra 41(5):1001–1008 ((in Chinese))
Hughes MK (2002) Dendrochronology in climatology-the state of the art. Dendrochronologia 20(1–2):95–116. https://doi.org/10.1078/1125-7865-00011
IPCC (2007) IPCC fourth AR summary for policy makers. Cambridge University Press, Cambridge
Jacoby GC, D’Arrigo RD (1995) Tree-ring width and density evidence of climatic and potential forest change in Alaska. Glob Biogeo Cycl 9(2):227–234. https://doi.org/10.1029/95GB00321
Jiang Y, Yang YG, Dong MY, Zhang WT, Ren FP (2009) Stem radius growth of Picea meyeri and Larix principis-rupprechtii nearby the tree-line of Luya Mountain. Chin J Appl Ecol 20(6):1271–1277 ((in Chinese))
Jiang Y, Zhang WT, Wang MC, Kang MY, Dong MY (2014) Radial growth of two dominant Montane conifer tree species in response to climate change in north-central China. PLoS ONE 9(11):e112537. https://doi.org/10.1371/journal.pone.0112537
Li Q, Liu Y, Cai QF, Sun JY, Yi L, Song HM, Wang L (2006) Reconstruction of annual precipitation since 1686 A.D. from Ningwu region, Shanxi province. Quater Sci 26(06):999–1006
Li Q, Liu Y, Song HM, Cai QF, Yang YK (2013) Long-term variation of temperature over North China and its links with large-scale atmospheric circulation. Quater Int 283:11–20. https://doi.org/10.1016/j.quaint.2012.03.017
Li YJ, Wang SY, Niu JJ, Fang KY, Li XL, Li Y, Bu WL, Li YH (2016) Climate radial growth relationship of Larix principis-rupprechtii at different altitudes on Luya Mountain. Acta Ecol Sin 36(6):1608–1618 ((in Chinese))
Ma ZQ (2001) Shanxi vegetation. China Science and Technology Press, Beijing
Mann ME, Jones PD (2003) Global surface temperatures over the past two millennia. Geophy Res Let 30(15):1820. https://doi.org/10.1029/2003GL017814
Mann ME, Bradley RS, Hughes MK (1998) Global-scale temperature patterns and climate forcing over the past six centuries. Nature 392:779–787. https://doi.org/10.1038/33859
Mann ME, Zhang ZH, Hughes MK, Bradley RS, Miller SK, Rutherford S, Ni FB (2008) Proxy-based reconstructions of hemispheric and global surface temperature variations over the past two millennia. PNAS 105(36):13252–13257. https://doi.org/10.1073/pnas.0805721105
Sang WG, Wang YX, Su HX, Lu ZH (2007) Response of tree-ring width to rainfall gradient along the Tianshan Mountains of northwestern China. Chin Sci Bull 52(21):2954–2962. https://doi.org/10.1007/s11434-007-0443-2
Shi JF, Liu Y, Cai QF, Yi L (2006) A case study of physiological characteristics of statistical correlation between Pinus tabulaeformis tree-ring widths and climatic factors. Acta Ecol Sin 26(3):697–705 ((in Chinese))
Shi JF, Liu Y, Vaganov EA, Li JB, Cai QF (2008) Statistical and process-based modeling analyses of tree growth response to climate in semi-arid area of north central China: a case study of Pinus tabulaeformis. J Geophy Res-Biogeo 113(G1):341–356. https://doi.org/10.1029/2007JG000547
Stocks MA, Smiley TL (1986) An introduction to tree-ring dating. University of Chicago Press, Chicago
Vaganov EA, Anchukaitis KJ, Evans MN (2011) How well understood are the processes that create dendroclimatic records? A mechanistic model of the climatic control on conifer tree-ring growth dynamics. In: Hughes M, Swetnam T, Diaz H (eds) Dendroclimatology. Developments in paleoenvironmental research, vol 11. Springer, Dordrecht. https://doi.org/10.1007/978-1-4020-5725-0-3
Vladimir VS, Ivan IT, Margarita IP, Victor AI, Marina VB, Alexander VK (2016) VS-oscilloscope: a new tool to parameterize tree radial growth based on climate conditions. Dendrochronologia 39:42–50. https://doi.org/10.1016/j.dendro.2015.10.001
Wang YF, Zhang YX, Gou XH, Gao LL, Wang F (2020a) Climate response mechanism of radial growth of Picea crassifolia in low altitude area of middle Qilian Mountains. Acta Ecolo Sin 40(1):161–169 ((in Chinese))
Wang ZW, Li Q, Liu Y, Yang YK, Ren M, Cui LL (2020b) PDSI variations recorded by tree rings in the northern Luliang Mountains during the past 175 years. J Earth Environ 11(1):72–80 ((in Chinese))
Wang JC, Li SH, Guo YL, Yang Q, Ren R, Han YJ (2022) Responses of Larix principis-rupprechtii radial growth to climatic factors at different elevations on Guancen Mountain, north-central China. Forests 13(1):99. https://doi.org/10.3390/f13010099
Wigley TW, Briffa KR, Jones PD (1984) On the average value of correlated time series, with applications in dendroclimatology and hydrometeorology. J Climatol Appl Meteorl 23(2):201–213. https://doi.org/10.1175/1520-0450(1984)023%3c0201:OTAVOC%3e2.0.CO;2
Wilmking M, Juday GP (2005) Longitudinal variation of radial growth at Alaska’s northern tree line recent changes and possible scenarios for the 21st century. Glob Planet Change 47(2–4):282–300. https://doi.org/10.1016/j.gloplacha.2004.10.017
Wu XD (1990) Tree rings and climate change. Weather Press, Beijing
Wu ML, Liu N, Bao G, Gao J (2020) Climatic factors of radial growth of Pinus tabulaeformis in eastern Gansu, northwest China based on Vaganov-Shashkin model. Geogra Annal Seri A-Phys Geogra 102(3):196–208. https://doi.org/10.1080/04353676.2020.1763632
Yi L, Liu Y, Song HM, Li Q, Cai QF, Yang YK, Sun JY (2006) Summer temperature variations since 1676 AD in Luya Mountain, Shanxi province of China, inferred from tree rings. J Glaciol Geocryol 28(3):330–336 ((in Chinese))
Zhang JT (1989) Vertical zones of vegetation in Luya Mountain in Shanxi province. Sci Geogra Sin 9(4):346–353 ((in Chinese))
Zhang WT, Jiang Y, Dong MY, Yang YG, Yang HC (2011a) Larix principis-rupprechtii radial growth climate relationship at different elevations in Luya Mountains. J Beijing Norm Univ (nat Sci) 47(3):304–309 ((in Chinese))
Zhang YX, Shao XM, Xu Y, Wilmking M (2011b) Process-based modeling analyses of Sabina przewalskii growth response to climate factors around the northeastern Qaidam Basin. Chin Sci Bull 56(14):1518–1525. https://doi.org/10.1007/s11434-011-4456-5
Zhang WT, Jiang Y, Wang MC, Zhang LN, Dong MY, Guo YY (2013) Responses of radial growth to climate warming in Picea meyeri trees growing at different elevations on the southern slope of Luya Mountain. Chin J Plant Ecol 37(12):1142–1152 ((in Chinese))
Zhang WT, Jiang Y, Wang MC, Zhang LN, Dong MY (2015) Responses of radial growth in Larix principis-rupprechtii to climate change along an elevation gradient on the southern slope of Luya Mountain. Acta Ecol Sin 35(19):6481–6488 ((in Chinese))
Zhang Y, Li JJ, Wang S, Shao XM, Qin NS, An WL (2022) A reconstruction of June–July temperature since AD 1383 for Western Sichuan Plateau, China using tree-ring width. Int J Climatol 42(3):1803–1817. https://doi.org/10.1002/joc.7336
Zhang YJ, Qin QQ, Zhu Q, Sun XY, Bai YS, Liu YH (2023) Stable isotopes in tree rings record physiological trends in Larix gmelinii after fires. Tree Physiol 43(7):1066–1080. https://doi.org/10.1093/treephys/tpad033
Zhu HF, Wang LL, Shao XM, Fang XQ (2004) Tree ring-width response of Picea schrenkiana to climate change. Acta Geogr Sin 59(6):863–870 ((in Chinese))
Zhu LJ, Liu SG, Zhu HF, Cooper DJ, Yuan DY, Zhu Y, Li ZS, Zhang YD, Liang HX, Zhang X, Song WQ, Wang XC (2022) Multi-species approach strengthens the reliability of dendroclimatic reconstructions in monsoonal Northeast China. Clim Change 171(1–2):7. https://doi.org/10.1007/s10584-022-03328-9
Author information
Authors and Affiliations
Contributions
SL and JW conceived the ideas and designed the methodology; JW and YG performed the experiment; JW, YG, YH, QL and YZ analyzed data; JW and YG wrote the manuscript; SL and QL reviewed and approved the final manuscript.
Corresponding author
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Project funding: This study was supported by Alpine timberline fluctuations and the response to climate change at centennial to millennial time scales in the Qinling Mountains (no. 42371072), a General Program from the Natural Science Foundation of Shaanxi Province (no. 2014JQ5172), the Open Fund Project of the State Key Laboratory of Loess and Quaternary Geology (no. SKLLQG1611), and the National Forestry Public Welfare Industry Scientific Research Project of China (no. 201304309).
The online version is available at http://www.springerlink.com.
Corresponding editor: Tao Xu.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Wang, J., Li, S., Li, Q. et al. Interpreting Larix principis-rupprechtii radial growth in northern China based on the Vaganov-Shashkin model. J. For. Res. 35, 47 (2024). https://doi.org/10.1007/s11676-024-01699-6
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s11676-024-01699-6