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Global climate changes have significantly affected tree growth and forest structures and functions in some arid and semi-arid regions, which are becoming warmer and wetter. Due to natural factors such as climate and terrain, some tree species may form different forest patches at the edges of their distribution areas. However, how forest patches of various sizes respond to climate change is unclear. In this study, we collected 203 tree cores from six different sizes of forest patches at the edge of the distribution area of Picea crassifolia Kom. in the northeast Tibetan Plateau. And we used the dendrochronology method to study the response of tree growth and resilience in different forest patches to climate change from 1961 to 2020. We simultaneously measured the contents of non-structural carbohydrates (NSC), total nitrogen and total phosphorus of tree needles. Our results showed that the growth of trees in small- and medium-size forest patches (0.8–18.6 ​ha) has increased significantly. The early growing season (May–July) minimum temperature was the most important climate factor driving the growth of small- and medium-sized patch trees. The early growing season maximum temperature was the most important climate factor that inhibited the growth of trees in the largest patches (362.8 ​ha). The growth of individual trees in medium forest patches was better and the correlation with annual minimum temperature, maximum temperature, precipitation, actual evapotranspiration, and palmer drought severity index was stronger. The higher NSC content, stronger photosynthesis, and higher nitrogen utilization efficiency in leaves might be one of the reasons for the better growth of trees in moderate forest patches. In extreme drought years, as the forest patch area increased, the overall trend of tree growth resistance showed a unimodal pattern, with the highest at a forest patch area of 7.1 ​ha, while the overall trend of tree growth recovery was opposite. Therefore, we should strengthen the management of trees in large forest patches to cope with climate change.


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Divergent responses of Picea crassifolia Kom. in different forest patches to climate change in the northeastern Tibetan Plateau

Show Author's information Zhongtong PengaQifeng MobLiangjun Zhuc,dQingao LuaJiaqing CaieMingming GuofKun XuaYuandong Zhanga( )
Key Laboratory of Forest Ecology and Environment of National Forestry and Grassland Administration, Ecology and Nature Conservation Institute, Chinese Academy of Forestry, Beijing, 100091, China
Guangdong Key Laboratory for Innovative Development and Utilization of Forest Plant Germplasm, College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou, 510642, China
National Engineering Laboratory for Applied Technology of Forestry & Ecology in South China, College of Life Science and Technology, Central South University of Forestry and Technology, Changsha, 410004, China
Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Birmensdorf, 8903, Switzerland
Environment and Sustainability Institute, University of Exeter, Penryn Campus, Penryn, Cornwall, TR10 9FE, UK
College of Forestry, Hebei Agricultural University, Baoding, 071000, China

Abstract

Global climate changes have significantly affected tree growth and forest structures and functions in some arid and semi-arid regions, which are becoming warmer and wetter. Due to natural factors such as climate and terrain, some tree species may form different forest patches at the edges of their distribution areas. However, how forest patches of various sizes respond to climate change is unclear. In this study, we collected 203 tree cores from six different sizes of forest patches at the edge of the distribution area of Picea crassifolia Kom. in the northeast Tibetan Plateau. And we used the dendrochronology method to study the response of tree growth and resilience in different forest patches to climate change from 1961 to 2020. We simultaneously measured the contents of non-structural carbohydrates (NSC), total nitrogen and total phosphorus of tree needles. Our results showed that the growth of trees in small- and medium-size forest patches (0.8–18.6 ​ha) has increased significantly. The early growing season (May–July) minimum temperature was the most important climate factor driving the growth of small- and medium-sized patch trees. The early growing season maximum temperature was the most important climate factor that inhibited the growth of trees in the largest patches (362.8 ​ha). The growth of individual trees in medium forest patches was better and the correlation with annual minimum temperature, maximum temperature, precipitation, actual evapotranspiration, and palmer drought severity index was stronger. The higher NSC content, stronger photosynthesis, and higher nitrogen utilization efficiency in leaves might be one of the reasons for the better growth of trees in moderate forest patches. In extreme drought years, as the forest patch area increased, the overall trend of tree growth resistance showed a unimodal pattern, with the highest at a forest patch area of 7.1 ​ha, while the overall trend of tree growth recovery was opposite. Therefore, we should strengthen the management of trees in large forest patches to cope with climate change.

Keywords: Climate change, Resilience, Tree growth, Picea crassifolia Kom., Forest patches

References(82)

Abatzoglou, J.T., Dobrowski, S.Z., Parks, S.A., Hegewisch, K.C., 2018. TerraClimate, a high-resolution global dataset of monthly climate and climatic water balance from 1958-2015. Sci. Data 5, 170191.

Andersen, T., Elser, J.J., Hessen, D.O., 2004. Stoichiometry and population dynamics. Ecol. Lett. 7, 884–900.

Balster, N.J., Marshall, J.D., 2000. Decreased needle longevity of fertilized Douglas-fir and grand fir in the northern Rockies. Tree Physiol. 20, 1191–1197.

Barbosa, O., Marquet, P.A., Bacigalupe, L.D., Christie, D.A., Del-Val, E., Gutierrez, A.G., Jone, C.G., Weathers, K.C., Armesto, J.J., 2010. Interactions among patch area, forest structure and water fluxes in a fog-inundated forest ecosystem in semi-arid Chile. Funct. Ecol. 24, 909–917.

Barros, C., Guéguen, M., Douzet, R., Carboni, M., Boulangeat, I., Zimmermann, N.E., Münkemüller, T., Thuilleret, W., 2017. Extreme climate events counteract the effects of climate and land-use changes in alpine treelines. J. Appl. Ecol. 54 (1), 39–50.

Birhanu, L., Bekele, T., Tesfaw, B., Demissew, S., 2021. Relationships between topographic factors, soil and plant communities in a dry Afromontane forest patches of Northwestern Ethiopia. PLoS One 16, e0247966.

Bose, A.K., Scherrer, D., Camarero, J.J., Ziche, D., Babst, F., Bigler, C., Bolte, A., Dorado-Liñán, I., Etzold, S., Fonti, P., Forrester, D.I., Gavinet, J., Gazol, A., de Andrés, E.G., Karger, D.N., Lebourgeois, F., Lévesque, M., Martínez-Sancho, E., Menzel, A., Neuwirth, B., Nicolas, M., Sanders, T.G.M., Scharnweber, T., Schröder, J., Zweifel, R., Gessler, A., Rigling, A., 2021. Climate sensitivity and drought seasonality determine post-drought growth recovery of Quercus petraea and Quercus robur in Europe. Sci. Total Environ. 784, 147222.

Calcagno, V., de Mazancourt, C., 2010. glmulti: an R package for easy automated model selection with (generalized) linear models. J. Stat. Software 34 (12), 1–29.

Chen, W., Zhu, D., Huang, C., Ciais, P., Zeng, N., 2019. Negative extreme events in gross primary productivity and their drivers in China during the past three decades. Agric. For. Meteorol. 275, 47–58.

Du, E., Tang, Y., 2022. Distinct climate effects on Dahurian larch growth at an Asian temperate-boreal forest ecotone and nearby boreal sites. Forests 13 (1), 27.

Fang, O., Qiu, H., Zhang, Q., 2020. Species-specific drought resilience in juniper and fir forests in the central Himalayas. Ecol. Indicat. 117, 106615.

Fang, O., Zhang, Q., 2019. Tree resilience to drought increases in the Tibetan Plateau. Global Change Biol. 25, 245–253.

Fang, O., Zhang, Q., Vitasse, Y., Zweifel, R., Cherubini, P., 2021. The frequency and severity of past droughts shape the drought sensitivity of juniper trees on the Tibetan plateau. For. Ecol. Manag. 486, 118968.

Farooq, M., Wahid, A., Kobayashi, N., Fujita, D., Basra, S., 2009. Plant drought stress: effects, mechanisms and management. Agron. Sustain. Dev. 29, 185–212.

Gentilesca, T., Camarero, J.J., Colangelo, M., Nolè, A., Ripullone, F., 2017. Drought-induced oak decline in the western Mediterranean region: an overview on current evidences, mechanisms and management options to improve forest resilience. iForest-Biogeosci. For. 10, 96–806.

Grömping, U., 2006. Relative importance for linear regression in R: the package relaimpo. J. Stat. Software 17 (1), 1–27.

Güsewell, S., 2004. N:P ratios in terrestrial plants: variation and functional significance. New Phytol. 164, 243–266.

Harsch, M.A., Bader, M.Y., 2011. Treeline form – a potential key to understanding treeline dynamics. Global Ecol. Biogeogr. 20, 582–596.

Hartmann, H., Trumbore, S., 2016. Understanding the roles of nonstructural carbohydrates in forest trees-from what we can measure to what we want to know. New Phytol. 211, 386–403.

He, W., Liu, H., Shi, L., Zhou, M., Qi, Y., Liu, F., Zhu, X., Zhao, P., Xiang, C., Shu, Y., 2022. Climate and soil change nutrient element allocation of Siberian larch in the Mongolian semiarid forest. Agric. For. Meteorol. 315, 108825.

Helman, D., Lensky, I.M., Yakir, D., Osem, Y., 2017. Forests growing under dry conditions have higher hydrological resilience to drought than do more humid forests. Global Change Biol. 23, 2801–2817.

Holdrege, M.C., Beard, K.H., Kulmatiski, A., 2021. Woody plant growth increases with precipitation intensity in a cold semiarid system. Ecology 102, e03212.

Holmes, R.L., 1983. Computer-assisted quality control in tree-ring dating and measurement. Tree-Ring Bull. 43, 69–78.

Holtmeier, F.K., Broll, G., 2005. Sensitivity and response of northern hemisphere altitudinal and polar treelines to environmental change at landscape and local scales. Global Ecol. Biogeogr. 14, 395–410.

Huang, M., Wang, X., Keenan, T.F., Piao, S., 2018. Drought timing influences the legacy of tree growth recovery. Global Change Biol. 24, 3546–3559.

Jevšenak, J., Tychkov, I., Gričar, J., Levanič, T., Tumajer, J., Prislan, P., Arnič, D., Popkova, M., Shishov, V.V., 2021. Growth-limiting factors and climate response variability in Norway spruce (Picea abies L.) along an elevation and precipitation gradients in Slovenia. Int. J. Biometeorol. 65, 311–324.

Jiang, P., Liu, H., Wu, X., Wang, H., 2017. Tree-ring-based SPEI reconstruction in central Tianshan Mountains of China since AD 1820 and links to westerly circulation. Int. J. Climatol. 37, 2863–2872.

Jiao, L., Chen, K., Liu, X., Qi, C., Xue, R., 2021. Comparison of the response stability of Siberian larch to climate change in the Altai and Tianshan. Ecol. Indicat. 128, 107823.

Jiao, L., Jiang, Y., Wang, M., Kang, X., Zhang, W., Zhang, L., Zhao, S., 2016. Responses to climate change in radial growth of Picea schrenkiana along elevations of the eastern Tianshan Mountains, northwest China. Dendrochronologia 40, 117–127.

Jiao, L., Jiang, Y., Zhang, W., Wang, M., Wang, S., Liv, X., 2019. Assessing the stability of radial growth responses to climate change by two dominant conifer trees species in the Tianshan Mountains, northwest China. For. Ecol. Manag. 433, 667–677.

Jiao, L., Jiang, Y., Zhang, W., Wang, M., Zhang, L., Zhao, S., 2015. Divergent responses to climate factors in the radial growth of Larix sibirica in the eastern Tianshan Mountains, northwest China. Trees (Berl.) 29, 1673–1686.

Laurance, W.F., Nascimento, H.E.M., Laurance, S.G., Andrade, A., Ribeiro, J.E.L.S., Giraldo, J.P., Lovejoy, T.E., Condit, R., Chave, J., Harms, K.E., D'Angelo, S., 2006. Rapid decay of tree-community composition in Amazonian forest fragments. Proc. Natl. Acad. Sci. USA 103, 19010–19014.

Li, M.H., Xiao, W.F., Wang, S.G., Cheng, G.W., Cherubini, P., Cai, X.H., Liu, X.L., Wang, X.D., Zhu, W.Z., 2008. Mobile carbohydrates in Himalayan treeline trees Ⅰ. Evidence for carbon gain limitation but not for growth limitation. Tree Physiol. 28, 1287–1296.

Liang, E., Leuschner, C., Dulamsuren, C., Wagner, B., Hauck, M., 2016. Global warmingrelated tree growth decline and mortality on the north-eastern Tibetan plateau. Clim. Chang. 134, 163–176, 2016.

Lin, P., He, Z., Du, J., Chen, L., Zhu, X., Li, J., 2017. Recent changes in daily climate extremes in an arid mountain region, a case study in northwestern China's Qilian Mountains. Sci. Rep. 7, 2245.

Liu, G., Liu, H., Yin, Y., 2013. Global patterns of NDVI-indicated vegetation extremes and their sensitivity to climate extremes. Environ. Res. Lett. 8, 025009.

Liu, H., He, S., Anenkhonov, O.A., Hu, G., Sandanov, D.V., Badmaeva, N.K., 2012. Topography-controlled soil water content and the coexistence of forest and steppe in northern China. Phys. Geogr. 33, 561–573.

Lloret, F., Keeling, E.G., Sala, A., 2011. Components of tree resilience: effects of successive low-growth episodes in old ponderosa pine forests. Oikos 120, 1909–1920.

Lucash, M.S., Scheller, R.M., Gustafson, J.E., Sturtevant, B.R., 2017. Spatial resilience of forested landscapes under climate change and management. Landsc. Ecol. 32, 953–969.

Matlack, G.R., 1993. Microenvironment variation within and among forest edge sites in the eastern United States. Biol. Conserv. 66, 185–194.

Meng, L., Yang, R., Abbott, R.J., Miehe, G., Tianhua, H.U., Liu, J., 2007. Mitochondrial and chloroplast phylogeography of Picea crassifolia Kom. (Pinaceae) in the Qinghai-Tibetan plateau and adjacent highlands. Mol. Ecol. 16, 4128–4137.

Mo, Q., Chen, Y., Yu, S., Fan, Y., Peng, Z., Wang, W., Li, Z., Wang, F., 2020. Leaf nonstructural carbohydrate concentrations of understory woody species regulated by soil phosphorus availability in a tropical forest. Ecol. Evol. 10 (15), 8429–8438.

Nascimento, H.E.M., Laurance, W.F., 2004. Biomass dynamics in Amazonian forest fragments. Ecol. Appl. 14, 127–138.

Noss, R.F., 2001. Beyond Kyoto: forest management in a time of rapid climate change. Conserv. Biol. 15, 578–590.

Peng, Z., Chen, M., Huang, Z., Zou, H., Qin, X., Yu, Y., Bao, Y., Zeng, S., Mo, Q., 2021. Non-structural carbohydrates regulated by nitrogen and phosphorus fertilization varied with organs and fertilizer levels in Moringa oleifera seedlings. J. Plant Growth Regul. 40, 1777–1786.

Peng, Z., Zhang, Y., Zhu, L., Guo, M., Lu, Q., Xu, K., Shao, H., Mo, Q., Liu, S., 2023. Spatial and temporal patterns of the sensitivity of radial growth response by Picea schrenkiana to regional climate change in the Tianshan Mountains. J. For. Res. 34, 1669–1681.

Qin, H., Jiao, L., Zhou, Y., Li, F., Li, C., 2022. Elevation effects on growth pattern and resource allocation of Picea crassifolia in Qilian Mountains, Northwest China. Pol. J. Environ. Stud. 31, 1791–1803.

Rahman, M., Islam, M., Bräuning, A., 2019. Species-specific growth resilience to drought in a mixed semi-deciduous tropical moist forest in South Asia. For. Ecol. Manag. 433, 487–496.

Richardson, A.D., Carbone, M.S., Huggett, B.A., Furze, M.E., Czimczik, C.I., Walker, J.C., Xu, X.M., Schaberg, P.G., Murakami, P., 2015. Distribution and mixing of old and new nonstructural carbon in two temperate trees. New Phytol. 206, 590–597.

Serra-Maluquer, X., Mencuccini, M., Martínez-Vilalta, J., 2018. Changes in tree resistance, recovery and resilience across three successive extreme droughts in the northeast Iberian Peninsula. Oecologia 187, 343–354.

Shen, J., Li, Z., Gao, C., Li, S., Huang, X., Lang, X., Su, J., 2020. Radial growth response of Pinus yunnanensis to rising temperature and drought stress on the Yunnan Plateau, southwestern China. For. Ecol. Manag. 474, 118357.

Shi, H., Zhou, Q., He, R., Zhang, Q., Dang, H., 2023. Asymmetric effects of daytime and nighttime warming on alpine treeline recruitment. Global Change Biol. 29 (12), 3463–3475.

Shi, L., Liu, H., Xu, C., Liang, B., Cao, J., Cressey, E.L., Quine, T.A., Zhou, M., Zhao, P., 2021. Decoupled heatwave-tree growth in large forest patches of Larix sibirica in northern Mongolian Plateau. Agric. For. Meteorol. 311, 108667.

Shi, T., Cui, L., Wang, J., Fei, T., Chen, Y., Wu, G., 2013. Comparison of multivariate methods for estimating soil total nitrogen with visible/near-infrared spectroscopy. Plant Soil 366, 363–375.

Shi, Y., Shen, Y., Kang, E., Li, D., Ding, Y., Zhang, G., Hu, R., 2006. Recent and future climate change in northwest China. Clim. Chang. 80, 379–393.

Shrestha, N., 2020. Detecting multicollinearity in regression analysis. Am. J. Appl. Math. Stat. 8 (2), 39–42.

Silva, L.C.R., Sun, G., Zhu-Barker, X., Liang, Q., Wu, N., Horwath, W.R., 2016. Tree growth acceleration and expansion of alpine forests: the synergistic effect of atmospheric and edaphic change. Sci. Adv. 2, e1501302.

Siyum, Z.G., Ayoade, J.O., Onilude, M.A., Feyissa, M.T., 2019. Climate forcing of tree growth in dry Afromontane forest fragments of Northern Ethiopia: evidence from multi-species responses. For. Ecosyst. 6, 1–17.

Song, W., Mu, C., Zhang, Y., Zhang, X., Li, Z., Zhao, H., Wang, X., 2020. Moisture-driven changes in the sensitivity of the radial growth of Picea crassifolia to temperature, northeastern Tibetan Plateau. Dendrochronologia 64, 125761.

Stevens, G.C., Fox, J.F., 1991. The causes of treeline. Annu. Rev. Ecol. Systemat. 22, 177–191.

Stokes, M.A., Smiley, T.L., 1968. An Introduction to Tree-Ring Dating. The University of Chicago Press, Chicago.

Thompson, I.D., Flannigan, M.D., Wotton, B.M., Suffling, R., 1998. The effects of climate change on landscape diversity: an example in Ontario forests. Environ. Monit. Assess. 49 (2), 213–233.

Tian, Q., He, Z., Xiao, S., Peng, X., Ding, A., Lin, P., 2017. Response of stem radial growth of Qinghai spruce (Picea crassifolia) to environmental factors in the Qilian Mountains of China. Dendrochronologia 44, 76–83.

Walker, B., Hollin, C.S., Carpenter, S.R., Kinzig, A., 2004. Resilience, adaptability and transformability in social-ecological systems. Ecol. Soc. 9, 5.

Wan, Y., Yu, P., Li, X., Wang, Y., Wang, B., Yu, Y., Zhang, L., Liu, X., Wang, S., 2020. Seasonal pattern of stem diameter growth of Qinghai spruce in the Qilian Mountains, northwestern China. Forests 11, 494.

Wang, B., Chen, T., Li, C., Xu, G., Wu, G., Liu, G., 2020. Radial growth of Qinghai spruce (Picea crassifolia Kom.) and its leading influencing climate factor varied along a moisture gradient. For. Ecol. Manag. 476, 118474.

Wang, T., Ren, H., Ma, K., 2005. Climatic signals in tree ring of Picea schrenkiana along an altitudinal gradient in the central Tianshan Mountains, northwestern China. Trees (Berl.) 19, 736–742.

Wang, X., Yang, B., Ljungqvist, F.C., 2019. The vulnerability of Qilian juniper to extreme drought events. Front. Plant Sci. 10, 1191.

Wardle, P., 1993. Causes of Alpine Timberline: a Review of the Hypotheses. Forest Development in Cold Climates. Springer, pp. 89–103.
DOI

Wekesa, C., Maranga, E.K., Kirui, B.K., Muturi, G.M., Gathara, M., 2018. Interactions between native tree species and environmental variables along forest edge-interior gradient in fragmented forest patches of Taita Hills, Kenya. For. Ecol. Manag. 409, 789–798.

Wen, T., Qu, Y., Lu, K., Guan, C., Zhao, C., 2022. Combining tree-ring width and carbon isotope data to investigate stem carbon allocation in an evergreen coniferous species. Agric. For. Meteorol. 316, 108845.

Wigley, T.M., Briffa, K.R., Jones, P.D., 1984. On the average value of correlated time series, with applications in dendroclimatology and hydrometeorology. J. Clim. Appl. Meteorol. 23, 201–213.

DOI

Willis, K.J., Jeffers, E.S., Tovar, C., 2018. What makes a terrestrial ecosystem resilient? Science 359, 988–989.

Wu, G., Liu, X., Chen, T., Xu, G., Wang, W., Zeng, X., Wang, B., Zhang, X., 2015. Long-term variation of tree growth and intrinsic water-use efficiency in Schrenk spruce with increasing CO2 concentration and climate warming in the western Tianshan Mountains, China. Acta Physiol. Plant. 37, 150.

Xia, N., Du, E., Guo, Y., Tang, Y., Wang, Y., De Vries, W., 2022. Urban soil phosphorus hotspot and its imprint on tree leaf phosphorus concentrations in the Beijing region. Plant Soil 477, 425–437.

Xie, H., Yu, M., Cheng, X., 2018. Leaf non-structural carbohydrate allocation and C:N:P stoichiometry in response to light acclimation in seedlings of two subtropical shade-tolerant tree species. Plant Physiol. Biochem. (Issy les Moulineaux, Fr.) 124, 146–154.

Zeng, X., Wei, C., Liu, X., Zhang, L., 2020. Qinghai spruce (Picea crassifolia) and Chinese pine (Pinus tabuliformis) show high vulnerability and similar resilience to early growing-season drought in the Helen mountains, China. Ecol. Indicat. 110, 105871.

Zhang, F., Gou, X., Liu, W., Levia, D.F., Li, Y., 2013. Individual and time-varying tree-ring growth to climate sensitivity of Pinus tabuliformis Carr. and Sabina przewalskii Kom. in the eastern Qilian Mountains, China. Trees (Berl.) 27, 359–370.

Zhang, Y., Guo, M., Wang, X., Gu, F., Liu, S., 2018. Divergent tree growth response to recent climate warming of Abies faxoniana at alpine treelines in east edge of Tibetan Plateau. Ecol. Res. 33, 303–311.

Zhang, Y., Shangguan, Z., 2018. Interaction of soil water storage and stoichiometrical characteristics in the long-term natural vegetation restoration on the Loess Plateau. Ecol. Eng. 116, 7–13.

Zhu, L., Liu, S., Arzac, A., Cooper, D.J., Jin, Y., Yuan, D., Zhu, Y., Zhang, X., Li, Z., Zhang, Y., Liang, H., Wang, X., 2021. Different response of earlywood vessel features of Fraxinus mandshurica to rapid warming in warm-dry and cold-wet areas. Agric. For. Meteorol. 307, 108523.

Zhu, L., Zhang, J., Camarero, J.J., Cooper, D.J., Cherubini, P., Yuan, D., Wang, X., 2023. Drivers and spatiotemporal patterns of post-drought growth resilience of four temperate broad-leaved trees. Agric. For. Meteorol. 342, 109741.

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Received: 23 May 2023
Revised: 24 October 2023
Accepted: 23 November 2023
Published: 29 November 2023
Issue date: December 2023

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