Changes of growth-climate relationships of Smith fir forests along an altitudinal gradient
Temporal changes in the relationship between tree growth and climate have been observed in numerous forests across the world. The patterns and the possible regulators (e.g., forest community structure) of such changes are, however, not well understood. A vegetation survey and analyses of growth-climate relationships for Abies georgei var. Smithii (Smith fir) forests were carried along an altitudinal gradient from 3600 to 4200 m on Meili Snow Mountain, southeastern Tibetan Plateau. The results showed that the associations between growth and temperature have declined since the 1970s over the whole transect, while response to standardized precipitation-evapotranspiration indices (SPEI) strengthened in the mid- and lower-transect. Comparison between growth and vegetation data showed that tree growth was more sensitive to drought in stands with higher species richness and greater shrub cover. Drought stress on growth may be increased by heavy competition from shrub and herb layers. These results show the non-stationary nature of tree growth-climate associations and the linkage to forest community structures. Vegetation components should be considered in future modeling and forecasting of forest dynamics in relation to climate changes.
Climate change / Tree rings / Altitudinal gradient / Community structure / Plant diversity
[1] | Anderson K, Fawcett D, Cugulliere A, Benford S, Jones D, Leng R (2020) Vegetation expansion in the subnival Hindu Kush Himalaya. Global Change Biol 26(3):1608–1625. https://doi.org/10.1111/gcb.14919 |
[2] | Annigh?fer P (2018) Stress relief through gap creation? Growth response of a shade tolerant species (Fagus sylvatica L.) to a changed light environment. For Ecol Manage 415:139–147. https://doi.org/10.1016/j.foreco.2018.02.027 |
[3] | Barber VA, Juday GP, Finney BP (2000) Reduced growth of Alaskan white spruce in the twentieth century from temperature-induced drought stress. Nature 405(6787):668–673. https://doi.org/10.1038/35015049 |
[4] | Barbier S, Gosselin F, Balandier P (2008) Influence of tree species on understory vegetation diversity and mechanisms involved—a critical review for temperate and boreal forests. For Ecol Manage 254(1):1–15. https://doi.org/10.1016/j.foreco.2007.09.038 |
[5] | Best DJ, Roberts DE (1975) The upper tail probabilities of Spearman’s rho. J R Stat Soc Ser C Appl Stat 24(3):377–379. https://doi.org/10.2307/2347111 |
[6] | Bird BW, Pratigya JP, Lei YB, Thompson LG, Yao TD, Finney BP, Bain DJ, Pompeani DP, Steinman BA (2014) A Tibetan lake sediment record of Holocene Indian summer monsoon variability. Earth Planet Sci Lett 399:92–102. https://doi.org/10.1016/j.epsl.2016.09.004 |
[7] | Braswell BH, Schimel DS, Linder E, Moore lii B (1997) The response of global terrestrial ecosystems to interannual temperature variability. Science 278(5339):870–873. https://doi.org/10.1126/science.278.5339.870 |
[8] | Briffa KR, Schweingruber FH, Jones PD, Osborn TJ, Shiyatov SG, Vaganov EA (1998) Reduced sensitivity of recent tree-growth to temperature at high northern latitudes. Nature 391(6668):678–682. https://doi.org/10.1038/35596 |
[9] | Brown AE, Zhang L, McMahon TA, Western AW, Vertessy RA (2005) A review of paired catchment studies for determining changes in water yield resulting from alterations in vegetation. J Hydrol 310(1–4):28–61. https://doi.org/10.1016/j.jhydrol.2004.12.010 |
[10] | Büntgen ULF, Frank D, Wilson ROB, Carrer M, Urbinati C, Esper JAN (2008) Testing for tree-ring divergence in the European Alps. Global Change Biol 14(10):2443–2453. https://doi.org/10.1111/j.1365-2486.2008.01640.x |
[11] | Clark JS, Bell DM, Kwit M, Stine A, Vierra B, Zhu K (2012) Individual-scale inference to anticipate climate-change vulnerability of biodiversity. Philos Trans R Soc Lond B Biol Sci 367(1586):236–246. https://doi.org/10.1098/rstb.2011.0183 |
[12] | Clark JS, Iverson L, Woodall CW, Allen CD, Bell DM, Bragg DC, D’Amato AW, Davis FW, Hersh MH, Ibanez I, Jackson ST, Matthews S, Pederson N, Peters M, Schwartz MW, Waring KM, Zimmermann NE (2016) The impacts of increasing drought on forest dynamics, structure, and biodiversity in the United States. Global Change Biol 22(7):2329–2352. https://doi.org/10.1111/gcb.13160 |
[13] | Cook ER (1985) A time series analysis approach to tree ring standardization. Dissertation, University of Arizona, Tucson, AZ, USA. pp 60?80. |
[14] | D’Arrigo R, Wilson R, Liepert B, Cherubini P (2008) On the ‘Divergence Problem’ in northern forests: a review of the tree-ring evidence and possible causes. Glob Planet Change 60(3–4):289–305. https://doi.org/10.1016/j.gloplacha.2007.03.004 |
[15] | Di Filippo A, Biondi F, ?ufar K, De Luis M, Grabner M, Maugeri M, Saba EP, Schirone B, Piovesan G (2007) Bioclimatology of beech (Fagus sylvatica L.) in the Eastern Alps: spatial and altitudinal climatic signals identified through a tree-ring network. J Biogeogr 34(11):1873–1892. https://doi.org/10.1111/j.1365-2699.2007.01747.x |
[16] | Dong LB, Lin XY, Bettinger P, Liu ZG (2024) The contributions of stand characteristics on carbon sequestration potential are triple that of climate variables for Larix spp. plantations in northeast China. Sci Total Environ 911:168726–168726. https://doi.org/10.1016/j.scitotenv.2023.168726 |
[17] | Driscoll WW, Wiles GC, D’Arrigo RD, Wilmking M (2005) Divergent tree growth response to recent climatic warming, Lake Clark National Park and Preserve, Alaska. Geophys Res Lett. https://doi.org/10.1029/2005GL024258 |
[18] | Esper J, Frank D (2009) Divergence pitfalls in tree-ring research. Clim Change 94(3–4):261–266. https://doi.org/10.1007/s10584-009-9594-2 |
[19] | Esper J, Frank DC, Wilson RJS, Büntgen U, Treydte K (2007) Uniform growth trends among central Asian low-and high-elevation juniper tree sites. Trees 21:141–150. https://doi.org/10.1007/s00468-006-0104-0 |
[20] | Fritts HC (1976) Tree rings and climate. Academic Press, New York |
[21] | Gaire NP, Zaw ZZ, Br?uning A, Grie?inger J, Sharma B, Rana P, Bhandari S, Basnet S, Fan ZX (2023) The impact of warming climate on Himalayan silver fir growth along an elevation gradient in the Mt. Everest Region Agric for Meteorol 339:109575. https://doi.org/10.1016/j.agrformet.2023.109575 |
[22] | Gao SS, Wang YL, Yu S, Huang YQ, Liu HC, Chen W, He XY (2020) Effects of drought stress on growth, physiology and secondary metabolites of Two Adonis species in Northeast China. Sci Hortic. https://doi.org/10.1016/j.scienta.2019.108795 |
[23] | Gao S, Liang EY, Liu RS, Babst F, Camarero JJ, Fu YH, Piao SL, Rossi S, Shen MG, Wang T (2022) An earlier start of the thermal growing season enhances tree growth in cold humid areas but not in dry areas. Nat Ecol Evol 6:397–404. https://doi.org/10.1038/s41559-022-01668-4 |
[24] | Grossiord C, Granier A, Ratcliffe S, Bouriaud O, Bruelheide H, Che?ko E, Forrester DI, Dawud SM, Finér L, Pollastrini M, Scherer-Lorenzen M, Valladares F, Bonal D, Gessler A (2014) Tree diversity does not always improve resistance of forest ecosystems to drought. Proc Natl Acad Sci USA 111(41):14812–14815. https://doi.org/10.1073/pnas.1411970111 |
[25] | Harris I, Osborn TJ, Jones P, Lister D (2020) Version 4 of the CRU TS monthly high-resolution gridded multivariate climate dataset. Sci Data 7(1):109. https://doi.org/10.1038/s41597-020-0453-3 |
[26] | Holmes RL (1983) Computer-assisted quality control in tree-ring dating and measurement. Tree-Ring Bull 43:69–78 |
[27] | Jacoby GC, D’Arrigo RD (1995) Tree ring width and density evidence of climatic and potential forest change in Alaska. Global Biogeochem Cycles 9(2):227–234. https://doi.org/10.1029/95GB00321 |
[28] | Keeling HC, Phillips OL (2007) The global relationship between forest productivity and biomass. Global Ecol Biogeogr 16(5):618–631. https://doi.org/10.1111/j.1466-8238.2007.00314.x |
[29] | Kharal DK, Thapa UK, George SS, Meilby H, Rayamajhi S, Bhuju DR (2017) Tree-climate relations along an elevational transect in Manang Valley, central Nepal. Dendrochronologia 41:57–64. https://doi.org/10.1016/j.dendro.2016.04.004 |
[30] | Koerner C (2015) Paradigm shift in plant growth control. Curr Opin Plant Biol 25:107–114. https://doi.org/10.1016/j.pbi.2015.05.003 |
[31] | K?rner C (1998) A re-assessment of high elevation treeline positions and their explanation. Oecologia 115(4):445–459. https://doi.org/10.1007/s004420050540 |
[32] | K?rner C, Paulsen J (2004) A world-wide study of high altitude treeline temperatures. J Biogeogr 31(5):713–732. https://doi.org/10.1111/j.1365-2699.2003.01043.x |
[33] | K?rner C, Basler D, Hoch G, Kollas C, Lenz A, Randin CF, Vitasse Y, Zimmermann NE (2016) Where, why and how? Explaining the low-temperature range limits of temperate tree species. J Ecol 104(4):1076–1088. https://doi.org/10.1111/1365-2745.12574 |
[34] | Kraft NJ, Comita LS, Chase JM, Sanders NJ, Swenson NG, Crist TO, Stegen JC, Vellend M, Boyle B, Anderson MJ, Cornell HC, Davies KF, Freestone AL, Inouye BD, Harrison SP, Myers J (2011) Disentangling the drivers of beta diversity along latitudinal and elevational gradients. Science 333(6050):1755–1758. https://doi.org/10.1126/science.1208584 |
[35] | Kuang XX, Jiao JJ (2016) Review on climate change on the Tibetan Plateau during the last half century. J Geophys Res Atmos 121(8):3979–4007. https://doi.org/10.1002/2015JD024728 |
[36] | Liang EY, Shao XM, Qin NS (2008) Tree-ring based summer temperature reconstruction for the source region of the Yangtze River on the Tibetan Plateau. Global Planet Change 61(3–4):313–320. https://doi.org/10.1016/j.gloplacha.2007.10.008 |
[37] | Liang EY, Leuschner C, Dulamsuren C, Wagner B, Hauck M (2016a) Global warming-related tree growth decline and mortality on the north-eastern Tibetan plateau. Clim Change 134(1):163–176. https://doi.org/10.1007/s10584-015-1531-y |
[38] | Liang EY, Wang YF, Piao SL, Lu XM, Camarero JJ, Zhu HF, Zhu LP, Ellison AM, Ciais P, Pe?uelas J (2016b) Species interactions slow warming-induced upward shifts of treelines on the Tibetan Plateau. Proc Natl Acad Sci USA 113(16):4380–4385. https://doi.org/10.1073/pnas.1520582113 |
[39] | Littell JS, Peterson DL, Tjoelker M (2008) Douglas-fir growth in mountain ecosystems: water limits tree growth from stand to region. Ecol Monogr 78(3):349–368. https://doi.org/10.1890/07-0712.1 |
[40] | Loehle C, Idso C, Wigley TB (2016) Physiological and ecological factors influencing recent trends in United States forest health responses to climate change. For Ecol Manage 363:179–189. https://doi.org/10.1016/j.foreco.2015.12.042 |
[41] | Luo Y, Chen HYH (2015) Climate change-associated tree mortality increases without decreasing water availability. Ecol Lett 18(11):1207–1215. https://doi.org/10.1111/ele.12500 |
[42] | Lv LX, Zhang QB (2012) Asynchronous recruitment history of Abies spectabilis along an altitudinal gradient in the Mt. Everest Region J Plant Ecol 5(2):147–156. https://doi.org/10.1093/jpe/rtr016 |
[43] | Lyu LX, Deng X, Zhang QB (2016a) Elevation pattern in growth coherency on the southeastern Tibetan Plateau. PLoS ONE 11(9):e0163201. https://doi.org/10.1371/journal.pone.0163201 |
[44] | Lyu LX, Zhang QB, Deng X, M?kinen H (2016b) Fine-scale distribution of treeline trees and the nurse plant facilitation on the eastern Tibetan Plateau. Ecol Indic 66:251–258. https://doi.org/10.1016/j.ecolind.2016.01.041 |
[45] | Ma WL, Shi PL, Li WH, He YT, Zhang XZ, Shen ZX, Chai SY (2010) Changes in individual plant traits and biomass allocation in alpine meadow with elevation variation on the Qinghai-Tibetan Plateau. Sci China Life Sci 53(9):1142–1151. https://doi.org/10.1007/s11427-010-4054-9 |
[46] | Montgomery DC, Peck EA, Vining GG (2021) Introduction to linear regression analysis: John Wiley & Sons. Wiley, New Jersey |
[47] | Panthi S, Fan ZX, van der Sleen P, Zuidema PA (2020) Long-term physiological and growth responses of Himalayan fir to environmental change are mediated by mean climate. Global Change Biol 26(3):1778–1794. https://doi.org/10.1111/gcb.14910 |
[48] | Peltier DMP, Ogle K (2020) Tree growth sensitivity to climate is temporally variable. Ecol Lett 23(11):1561–1572. https://doi.org/10.1111/ele.13575 |
[49] | Poorter L, van der Sande MT, Arets EJ, Ascarrunz N, Enquist BJ, Finegan B, Licona JC, Martínez-Ramos M, Mazzei L, Meave JA, Mu?oz R, Nytch CJ, de Oliveira AA, Pérez-García EA, Prado-Junior J, Rodríguez-Velázques J, Ruschel AR, Salgado-Negret B, Schiavini I, Swenson NG, Tenorio EA, Thompson J, Toledo M, Uriarte M, van der Hout P, Zimmerman JK, Pe?a-Claros M (2017) Biodiversity and climate determine the functioning of Neotropical forests. Global Ecol Biogeogr 26(12):1423–1434. https://doi.org/10.1111/geb.12668 |
[50] | Pretzsch H, Dieler J (2011) The dependency of the size-growth relationship of Norway spruce (Picea abies L. Karst.) and European beech (Fagus sylvatica L.) in forest stands on long-term site conditions drought events, and ozone stress. Trees 25(3):355–369. https://doi.org/10.1007/s00468-010-0510-1 |
[51] | Pretzsch H, Schütze G, Uhl E (2013) Resistance of European tree species to drought stress in mixed versus pure forests: evidence of stress release by inter-specific facilitation. Plant Biol 15(3):483–495. https://doi.org/10.1111/j.1438-8677.2012.00670.x |
[52] | Primicia I, Camarero JJ, Janda P, ?ada V, Morrissey RC, Trotsiuk V, Ba?e R, Teodosiu M, Svoboda M (2015) Age, competition, disturbance and elevation effects on tree and stand growth response of primary Picea abies forest to climate. For Ecol Manage 354:77–86. https://doi.org/10.1016/j.foreco.2015.06.034 |
[53] | R Core Team (2022) R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. URL https://www.R-project.org/ |
[54] | Rahbek C (1995) The elevational gradient of species richness: a uniform pattern? Ecography 18(2):200–205 |
[55] | Rahman IU, Afzal A, Iqbal Z, Hart R, Abd Allah EF, Alqarawi AA, Alsubeie MS, Calixto ES, Ijaz F, Ali N (2020) Response of plant physiological attributes to altitudinal gradient: plant adaptation to temperature variation in the Himalayan region. Sci Total Environ 706:135714. https://doi.org/10.1016/j.scitotenv.2019.135714 |
[56] | Raz-Yaseef N, Rotenberg E, Yakir D (2010) Effects of spatial variations in soil evaporation caused by tree shading on water flux partitioning in a semi-arid pine forest. Agric for Meteorol 150(3):454–462. https://doi.org/10.1016/j.agrformet.2010.01.010 |
[57] | Ren P, Rossi S, Camarero JJ, Ellison AM, Liang EY, Penuelas J (2018) 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 121(4):617–624. https://doi.org/10.1093/aob/mcx188 |
[58] | Robson TM, Rodriguez-Calcerrada J, Sanchez-Gomez D, Aranda I (2009) Summer drought impedes beech seedling performance more in a sub-Mediterranean forest understory than in small gaps. Tree Physiol 29(2):249–259. https://doi.org/10.1093/treephys/tpn023 |
[59] | Royo AA, Carson WP (2022) Stasis in forest regeneration following deer exclusion and understory gap creation: a 10-year experiment. Ecol Appl. https://doi.org/10.1002/eap.2569 |
[60] | Salerno F, Guyennon N, Thakuri S, Viviano G, Romano E, Vuillermoz E, Cristofanelli P, Stocchi P, Agrillo G, Ma Y, Tartari G (2015) Weak precipitation, warm winters and springs impact glaciers of south slopes of Mt. Everest (central Himalaya) in the last 2 decades (1994–2013). Cryosphere 9(3):1229–1247 |
[61] | Schweingruber FH (1988) Tree rings: basics and applications of dendrochronology. Kluwer Academic Publishers |
[62] | Sigdel SR, Wang YF, Camarero JJ, Zhu HF, Liang EY, Penuelas J (2018) Moisture-mediated responsiveness of treeline shifts to global warming in the Himalayas. Global Change Biol 24(11):5549–5559. https://doi.org/10.1111/gcb.14428 |
[63] | Szefer P, Molem K, Sau A, Novotny V (2020) Impact of pathogenic fungi, herbivores and predators on secondary succession of tropical rainforest vegetation. J Ecol 108(5):1978–1988. https://doi.org/10.1111/1365-2745.13374 |
[64] | Thakuri S, Dahal S, Shrestha D, Guyennon N, Romano E, Colombo N, Salerno F (2019) Elevation-dependent warming of maximum air temperature in Nepal during 1976–2015. Atmos Res 228:261–269. https://doi.org/10.1016/j.atmosres.2019.06.006 |
[65] | Vaganov EA, Hughes MK, Kirdyanov AV, Schweingruber FH, Silkin PP (1999) Influence of snowfall and melt timing on tree growth in subarctic Eurasia. Nature 400(6740):149–151. https://doi.org/10.1038/22087 |
[66] | Wang Y, Pederson N, Ellison AM, Buckley HL, Case BS, Liang EY, Camarero JJ (2016) Increased stem density and competition may diminish the positive effects of warming at alpine treeline. Ecology 97(7):1668–1679. https://doi.org/10.1890/15-1264.1 |
[67] | Wang B, Chen T, Li CJ, Xu GB, Wu GJ, Liu GX (2020) Radial growth of Qinghai spruce (Picea crassifolia Kom.) and its leading influencing climate factor varied along a moisture gradient. For Ecol Manage 476:118474. https://doi.org/10.1016/j.foreco.2020.118474 |
[68] | Wilmking M, Juday GP (2005) Longitudinal variation of radial growth at Alaska’s northern treeline—recent changes and possible scenarios for the 21st century. Global Planet Change 47(2–4):282–300. https://doi.org/10.1016/j.gloplacha.2004.10.017 |
[69] | Wilmking M, Myers-Smith I (2008) Changing climate sensitivity of black spruce (Picea mariana Mill.) in a peatland–forest landscape in Interior Alaska. Dendrochronologia 25(3):167–175. https://doi.org/10.1016/j.dendro.2007.04.003 |
[70] | Wilmking M, Juday GP, Barber VA, Zald HS (2004) Recent climate warming forces contrasting growth responses of white spruce at treeline in Alaska through temperature thresholds. Global Change Biol 10(10):1724–1736. https://doi.org/10.1111/j.1365-2486.2004.00826.x |
[71] | Yang RQ, Zhao F, Fan ZX, Panthi S, Fu PL, Braeuning A, Griessinger J, Li ZS (2022) Long-term growth trends of Abies delavayi and its physiological responses to a warming climate in the Cangshan Mountains, southwestern China. For Ecol Manage 505:119943. https://doi.org/10.1016/j.foreco.2021.119943 |
[72] | Yu WS, Wei FL, Ma YM, Liu WJ, Zhang YY, Luo L, Tian LD, Xu BQ, Qu D (2016) Stable isotope variations in precipitation over Deqin on the southeastern margin of the Tibetan Plateau during different seasons related to various meteorological factors and moisture sources. Atmos Res 170:123–130. https://doi.org/10.1016/j.atmosres.2015.11.013 |
[73] | Yu DS, Lu J, Zhang XS, Zhang M, Wang XL, Yang L, Tian Y (2023) Exploring the differentiation effect between Larix Kongboensis and temperature and precipitation in the southeastern Tibetan Plateau of China. Appl Ecol Environ Res 21(2):1199–1217 |
[74] | Yue S, Wang CY (2004) The Mann-Kendall test modified by effective sample size to detect trend in serially correlated hydrological series. Water Resour Manage 18(3):201–218. https://doi.org/10.1023/B:WARM.0000043140.61082.60 |
[75] | Zhang YX, Wilmking M (2010) Divergent growth responses and increasing temperature limitation of Qinghai spruce growth along an elevation gradient at the northeast Tibet Plateau. For Ecol Manage 260(6):1076–1082. https://doi.org/10.1016/j.foreco.2010.06.034 |
[76] | Zhang YX, Guo MM, Wang XC, Gu FX, Liu SR (2017) Divergent tree growth response to recent climate warming of Abies faxoniana at alpine treelines in east edge of Tibetan Plateau. Ecol Res 33(2):303–311. https://doi.org/10.1007/s11284-017-1538-0 |
[77] | Zhao YC, Wang MY, Hu SJ, Zhang XD, Ouyang Z, Zhang GL, Huang B, Zhao SW, Wu JS, Xie DT, Zhu B, Yu DS, Pan XZ, Xu SX, Shi XZ (2018) Economics- and policy-driven organic carbon input enhancement dominates soil organic carbon accumulation in Chinese croplands. Proc Natl Acad Sci USA 115(16):4045–4050. https://doi.org/10.1073/pnas.1700292114 |
[78] | Zhu K, Woodall CW, Clark JS (2012) Failure to migrate: lack of tree range expansion in response to climate change. Global Change Biol 18(3):1042–1052. https://doi.org/10.1111/j.1365-2486.2011.02571.x |
/
〈 | 〉 |