Skip to main content
Log in

Global warming alters Himalayan hemlock’s climate sensitivity and growth dynamics

  • Published:
Climate Dynamics Aims and scope Submit manuscript

Abstract

Global warming may lead to increased tree growth but also reduced tree performance due to increased moisture stress. Under what conditions these conflicting responses occur remains uncertain, especially when growth is controlled by different climatic factors throughout the year. Here, we investigate the growth response of Tsuga dumosa, a Himalayan endemic tree species, to global climate change in unique old-growth forests that persist at around 3000 m elevation near Kanchenjunga, Nepal. Specifically, we are examining various growth parameters, including earlywood, adjusted latewood, maximum latewood density, and total basal area increment, to determine how different climatic factors influence growth dynamics during the year. First, we found that the response to climate change varied by season. Climate warming had contrasting effects on different components of tree growth. Higher temperatures during previous October and previous December and warming-induced moisture stress in April reduce earlywood and total annual increment. On the other hand, higher rainfall during June and July limits total tree ring width and adjusted latewood width, respectively. Second, warming is changing the sensitivity of tree growth to various climatic factors. Growth in the past two decades became more dependent on autumn conditions than on spring and summer conditions. Warming alleviates the cold limitation during the cool monsoon summer but reinforces the water deficit during autumn, winter, and pre-monsoon dry spring. Third, analysis of basal area increments, an indicator of aboveground biomass production, showed that accelerated warming in summer contributes to increased annual productivity. However, the growth reduction observed during warming spring and autumn months counteracts this effect. In conclusion, this study highlights the contrasting responses of Tsuga dumosa to climate warming in Himalayan montane forests. While accelerated warming makes the trees less sensitive to summer temperature limitations, warm autumns, dry springs, and less snowy winters become the main limiting factors for their growth. Understanding these complex and contrasting responses, as well as the sensitivity of different growth parameters, is essential for predicting the long-term impacts of climate change on mountain ecosystems.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5

Similar content being viewed by others

Data availability

The datasets generated from lab measurements can be provided in the future upon reasonable request to the corresponding author. CHELSAcruts temperature and precipitation time-series were retrieved from its official website (https://chelsa-climate.org/chelsacruts/).

References

  • Altman J, Treydte K, Pejcha V, Cerny T, Petrik P, Srutek M, Song J-S, Trouet V, Dolezal J (2020) Tree growth response to recent warming of two endemic species in Northeast Asia. Clim Change 162:1345–1364. https://doi.org/10.1007/s10584-020-02718-1

    Article  ADS  CAS  Google Scholar 

  • Anderson-Teixeira KJ, Herrmann V, Rollinson CR, Gonzalez B, Gonzalez-Akre EB, Pederson N, Alexander MR, Allen CD, Alfaro-Sánchez R, Awada T (2022) Joint effects of climate, tree size, and year on annual tree growth derived from tree-ring records of ten globally distributed forests. Glob Change Biol 28(1):245–266

    Article  CAS  Google Scholar 

  • Aryal S, Gaire NP, Pokhrel NR, Rana P, Sharma B, Kharal DK, Poudel BS, Dyola N, Fan Z-X, Grießinger J, Bräuning A (2020) Spring season in Western Nepal Himalaya is not yet warming: a 400-year temperature reconstruction based on tree-ring widths of Himalayan Hemlock (Tsuga dumosa). Atmosphere 11:132. https://doi.org/10.3390/atmos11020132

    Article  ADS  Google Scholar 

  • Babst F, Poulter B, Trouet V, Tan K, Neuwirth B, Wilson R, Carrer M, Grabner M, Tegel W, Levanic T (2013) Site-and species-specific responses of forest growth to climate across the European continent. Glob Ecol Biogeogr 22:706–717. https://doi.org/10.1111/geb.12023

    Article  Google Scholar 

  • Babst F, Bouriaud O, Poulter B, Trouet V, Girardin MP, Frank DC (2019) Twentieth century redistribution in climatic drivers of global tree growth. Sci Adv 5:eaat4313. https://doi.org/10.1126/sciadv.aat4313

    Article  ADS  PubMed  PubMed Central  Google Scholar 

  • Bhandari S, Gaire NP, Shah SK, Speer JH, Bhuju DR, Thapa UK (2019) A 307-year tree-ring SPEI reconstruction indicates modern drought in western Nepal Himalayas. Tree-Ring Res 75(2):73–85

    Article  Google Scholar 

  • Borgaonkar HP, Sikder AB, Ram S (2011) High altitude forest sensitivity to the recent warming: a tree-ring analysis of conifers from Western Himalaya, India. Quat Int 236:158–166. https://doi.org/10.1016/j.quaint.2010.01.016

    Article  Google Scholar 

  • Briffa KR, Osborn TJ, Schweingruber FH, Jones PD, Shiyatov SG, Vaganov EA (2002) Tree-ring width and density data around the Northern Hemisphere: Part 1, local and regional climate signals. Holocene 12:737–757. https://doi.org/10.1191/0959683602hl587rp

    Article  ADS  Google Scholar 

  • Bunn AG (2008) A dendrochronology program library in R (dplR). Dendrochronologia 26:115–124. https://doi.org/10.1016/j.dendro.2008.01.002

    Article  Google Scholar 

  • Büntgen U, Hellmann L, Tegel W, Normand S, Myers-Smith I, Kirdyanov AV, Nievergelt D, Schweingruber FH (2015) Temperature-induced recruitment pulses of Arctic dwarf shrub communities. J Ecol 103:489–501. https://doi.org/10.1111/1365-2745.12361

    Article  Google Scholar 

  • Comeau VM, Daniels LD, Knochenmus G, Chavardès RD, Zeglen S (2019) Tree-rings reveal accelerated yellow-cedar decline with changes to winter climate after 1980. Forests 10:1085. https://doi.org/10.3390/f10121085

    Article  Google Scholar 

  • Cook ER, Krusic PJ, Jones PD (2003) Dendroclimatic signals in long tree-ring chronologies from the Himalayas of Nepal. Int J Climatol 23:707–732. https://doi.org/10.1002/joc.911

    Article  Google Scholar 

  • Cuny HE, Rathgeber CBK, Frank D, Fonti P, Fournier M (2014) Kinetics of tracheid development explain conifer tree-ring structure. New Phytol 203(4):1231–1241

    Article  PubMed  Google Scholar 

  • Danby RK, Hik DS (2007) Variability, contingency and rapid change in recent subarctic alpine tree line dynamics. J Ecol 95:352–363. https://doi.org/10.1111/j.1365-2745.2006.01200.x

    Article  Google Scholar 

  • 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 60:289–305. https://doi.org/10.1016/j.gloplacha.2007.03.004

    Article  ADS  Google Scholar 

  • Deng G, Li M, Hao Z, Shao X (2022) Responses to Climate Change of Maximum Latewood Density from Larix speciosa Cheng et Law and Abies delavayi Franch. in the Northwest of Yunnan Province. China. Forests 13:720. https://doi.org/10.3390/f13050720

    Article  Google Scholar 

  • Doležal J, Ishii H, Kyncl T, Takahashi K, Vetrova VP, Homma K, Sumida A, Hara T (2010) Climatic factors affecting radial growth of Betula ermanii and Betula platypylla in Kamchatka. Can J For Res 40(2):273–285. https://doi.org/10.1139/X09-17

  • Dolezal J, Kopecky M, Dvorsky M, Macek M, Rehakova K, Capkova K, Borovec J, Schweingruber F, Liancourt P, Altman J (2019) Sink limitation of plant growth determines tree line in the arid Himalayas. Funct Ecol 33:553–565. https://doi.org/10.1111/1365-2435.13284

    Article  Google Scholar 

  • Dolezal J, Kurnotova M, Stastna P, Klimesova J (2020) Alpine plant growth and reproduction dynamics in a warmer world. New Phytol 228:1295–1305. https://doi.org/10.1111/nph.16790

    Article  PubMed  Google Scholar 

  • Dorado-Liñán I, Akhmetzyanov L, Menzel A (2017) Climate threats on growth of rear-edge European beech peripheral populations in Spain. Int J Biometeorol 61:2097–2110. https://doi.org/10.1007/s00484-017-1410-5

    Article  PubMed  Google Scholar 

  • Duan J, Zhang QB (2014) A 449 year warm season temperature reconstruction in the southeastern Tibetan Plateau and its relation to solar activity. J Geophys Res Atmos 119(20):11578–11592

    Article  ADS  Google Scholar 

  • Fan Z-X, Bräuning A, Cao K-F, Zhu S-D (2009) Growth–climate responses of high-elevation conifers in the central Hengduan Mountains, southwestern China. For Ecol Manage 258:306–313. https://doi.org/10.1016/j.foreco.2009.04.017

    Article  Google Scholar 

  • Fritts HC (1976) Tree rings and climate. Academic Press, New York

    Google Scholar 

  • Gaire NP, Koirala M, Bhuju DR, Borgaonkar HP (2014) Treeline dynamics with climate change at the central Nepal Himalaya. Clim past 10:1277–1290. https://doi.org/10.5194/cp-10-1277-2014

    Article  Google Scholar 

  • Gaire NP, Koirala M, Bhuju DR, Carrer M (2017) Site-and species-specific treeline responses to climatic variability in eastern Nepal Himalaya. Dendrochronologia 41:44–56. https://doi.org/10.1016/j.dendro.2016.03.001

    Article  Google Scholar 

  • Gaire NP, Dhakal YR, Shah SK, Fan Z-X, Bräuning A, Thapa UK, Bhandari S, Aryal S, Bhuju DR (2019) Drought (scPDSI) reconstruction of trans-Himalayan region of central Himalaya using Pinus wallichiana tree-rings. Palaeogeogr Palaeoclimatol Palaeoecol 514:251–264

    Article  Google Scholar 

  • Gea-Izquierdo G, Aranda I, Cañellas I, Dorado-Liñán I, Olano JM, Martin-Benito D (2021) Contrasting species decline but high sensitivity to increasing water stress on a mixed pine–oak ecotone. J Ecol 109:109–124. https://doi.org/10.1111/1365-2745.13450

    Article  CAS  Google Scholar 

  • Graham EA, Mulkey SS, Kitajima K, Phillips NG, Wright SJ (2003) Cloud cover limits net CO2 uptake and growth of a rainforest tree during tropical rainy seasons. Proc Natl Acad Sci 100:572–576. https://doi.org/10.1073/pnas.0133045100

    Article  ADS  CAS  PubMed  PubMed Central  Google Scholar 

  • Gričar J, Zupančič M, Čufar K, Koch G, Schmitt UWE, Oven P (2006) Effect of local heating and cooling on cambial activity and cell differentiation in the stem of Norway spruce (Picea abies). Ann Bot 97:943–951. https://doi.org/10.1093/aob/mcl050

    Article  PubMed  PubMed Central  Google Scholar 

  • Harsch MA, Hulme PE, McGlone MS, Duncan RP (2009) Are treelines advancing? A global meta-analysis of treeline response to climate warming. Ecol Lett 12:1040–1049. https://doi.org/10.1111/j.1461-0248.2009.01355.x

    Article  PubMed  Google Scholar 

  • Holmes RL (1983) Computer-assisted quality control in tree-ring dating and measurement

  • Holtmeier FK, Broll G (2005) Sensitivity and response of northern hemisphere altitudinal and polar treelines to environmental change at landscape and local scales. Glob Ecol Biogeogr 14(5):395–410

    Article  Google Scholar 

  • Hughes MK (2001) An improved reconstruction of summer temperature at Srinagar, Kashmir since AD 1660, based on tree-ring width and maximum latewood density of Abies pindrow [Royle] Spach. J Palaeosci 50(1–3):13–19

    Article  Google Scholar 

  • Karger DN, Zimmermann NE (2018) CHELSAcruts-High resolution temperature and precipitation timeseries for the 20th century and beyond. EnviDat

  • Karger DN, Conrad O, Böhner J, Kawohl T, Kreft H, Soria-Auza RW, Zimmermann NE, Linder HP, Kessler M (2017) Climatologies at high resolution for the earth’s land surface areas. Sci Data 4:1–20. https://doi.org/10.1038/sdata.2017.122

    Article  Google Scholar 

  • Karki R, Hasson Su, Schickhoff U, Scholten T, Böhner J (2017) Rising precipitation extremes across Nepal. Climate 5:4

    Article  Google Scholar 

  • Körner C (1998) A re-assessment of high elevation treeline positions and their explanation. Oecologia 115:445–459. https://doi.org/10.1007/s004420050540

    Article  ADS  PubMed  Google Scholar 

  • Körner C (2012) Alpine treelines: functional ecology of the global high elevation tree limits. Springer Science & Business Media, Berlin

    Book  Google Scholar 

  • Li M, Huang L, Yin Z-Y, Shao X (2017) Temperature reconstruction and volcanic eruption signal from tree-ring width and maximum latewood density over the past 304 years in the southeastern Tibetan Plateau. Int J Biometeorol 61:2021–2032. https://doi.org/10.1007/s00484-017-1395-0

    Article  PubMed  Google Scholar 

  • Liang E, Dawadi B, Pederson N, Eckstein D (2014) Is the growth of birch at the upper timberline in the Himalayas limited by moisture or by temperature? Ecology 95:2453–2465

    Article  Google Scholar 

  • Lo Y-H, Blanco JA, Seely B, Welham C, Kimmins JPH (2010) Relationships between climate and tree radial growth in interior British Columbia, Canada. For Ecol Manag 259(5):932–942

    Article  Google Scholar 

  • Mani A (1981) The climate of the Himalaya. In: Lall JS, Moddie AD (eds) The Himalaya: aspects of changes. Oxford University Press, New Delhi, pp 3–15

    Google Scholar 

  • Meko DM, Baisan CH (2001) Pilot study of latewood-width of conifers as an indicator of variability of summer rainfall in the North American monsoon region. Int J Climatol 21(6):697–708

    Article  Google Scholar 

  • Miehe G, Miehe S, Böhner J, Bäumler R, Ghimire SK, Bhattarai K, Chaudhary RP, Subedi M, Jha PK, Pendry C (2015) Vegetation ecology. In: Miehe G, Pendry C (eds) Nepal: an introduction to the natural history, ecology and human environment in the Himalayas. Royal Botanical Garden, Edinburgh

    Google Scholar 

  • Myers-Smith IH, Hik DS (2018) Climate warming as a driver of tundra shrubline advance. J Ecol 106:547–560. https://doi.org/10.1111/1365-2745.12817

    Article  Google Scholar 

  • Nabeshima E, Kubo T, Yasue K, Hiura T, Funada R (2015) Changes in radial growth of earlywood in Quercus crispula between 1970 and 2004 reflect climate change. Trees 29:1273–1281. https://doi.org/10.1007/s00468-015-1206-3

    Article  Google Scholar 

  • Panthi S, Bräuning A, Zhou Z-K, Fan Z-X (2017) Tree rings reveal recent intensified spring drought in the central Himalaya, Nepal. Glob Planet Change 157:26–34. https://doi.org/10.1016/j.gloplacha.2017.08.012

    Article  ADS  Google Scholar 

  • R Core Team (2021) R: a language and environment for statistical computing. R Version 4.0. 3. R Foundation for Statistical Computing, Vienna

  • Ren P, Rossi S, Gricar J, Liang E, Cufar K (2015) Is precipitation a trigger for the onset of xylogenesis in Juniperus przewalskii on the north-eastern Tibetan Plateau? Ann Bot 115(4):629–639

    Article  PubMed  PubMed Central  Google Scholar 

  • Rinn F (2011) TSAP-Win: time series analysis and presentation for dendrochronology and related applications. User Reference. Rinntech, Heidelberg, Germany

    Google Scholar 

  • Rossi S, Deslauriers A, Griçar J, Seo JW, Rathgeber CBK, Anfodillo T, Morin H, Levanic T, Oven P, Jalkanen R (2008) Critical temperatures for xylogenesis in conifers of cold climates. Glob Ecol Biogeogr 17(6):696–707

    Article  Google Scholar 

  • Sano M, Furuta F, Kobayashi O, Sweda T (2005) Temperature variations since the mid-18th century for western Nepal, as reconstructed from tree-ring width and density of Abies spectabilis. Dendrochronologia 23:83–92. https://doi.org/10.1016/j.dendro.2005.08.003

    Article  Google Scholar 

  • Schweingruber FH (2012) Tree rings: basics and applications of dendrochronology. Springer Science & Business Media, Berlin

    Google Scholar 

  • Schweingruber FH, Eckstein D, Serre-Bachet F, Bräker OU (1990) Identification, presentation and interpretation of event years and pointer years in dendrochronology. Dendrochronologia 8:9–38

    Google Scholar 

  • Shi C, Shen M, Wu X, Cheng X, Li X, Fan T, Li Z, Zhang Y, Fan Z, Shi F (2019) Growth response of alpine treeline forests to a warmer and drier climate on the southeastern Tibetan Plateau. Agric for Meteorol 264:73–79. https://doi.org/10.1016/j.agrformet.2018.10.002

    Article  ADS  Google Scholar 

  • Shrestha UB, Gautam S, Bawa KS (2012) Widespread climate change in the Himalayas and associated changes in local ecosystems. PLoS ONE 7:1932–6203. https://doi.org/10.1371/journal.pone.0036741

    Article  CAS  Google Scholar 

  • Sigdel SR, Wang Y, Camarero JJ, Zhu H, Liang E, Peñuelas J (2018) Moisture-mediated responsiveness of treeline shifts to global warming in the Himalayas. Glob Change Biol 24:5549–5559. https://doi.org/10.1111/gcb.14428

    Article  ADS  Google Scholar 

  • Sohar K, Altman J, Lehečková E, Doležal J (2017) Growth–climate relationships of Himalayan conifers along elevational and latitudinal gradients. Int J Climatol 37:2593–2605. https://doi.org/10.1002/joc.4867

    Article  Google Scholar 

  • Soulé PT, Knapp PA, Maxwell JT, Mitchell TJ (2021) A comparison of the climate response of longleaf pine (Pinus palustris Mill.) trees among standardized measures of earlywood, latewood, adjusted latewood, and totalwood radial growth. Trees 35:1065–1074

    Article  Google Scholar 

  • Speer JH (2010) Fundamentals of tree-ring research. University of Arizona Press, Tucson

    Google Scholar 

  • Tei S, Sugimoto A, Yonenobu H, Yamazaki T, Maximov TC (2013) Reconstruction of soil moisture for the past 100 years in eastern Siberia by using δ13C of larch tree rings. J Geophys Res Biogeosci 118:1256–1265. https://doi.org/10.1002/jgrg.20110

    Article  Google Scholar 

  • Thapa UK, Shah SK, Gaire NP, Bhuju DR (2015) Spring temperatures in the far-western Nepal Himalaya since AD 1640 reconstructed from Picea smithiana tree-ring widths. Clim Dyn 45:2069–2081. https://doi.org/10.1007/s00382-014-2457-1

    Article  Google Scholar 

  • Thapa UK, St. George S, Kharal DK, Gaire NP (2017) Tree growth across the Nepal Himalaya during the last four centuries. Prog Phys Geogr 41:478–495. https://doi.org/10.1177/0309133317714247

    Article  Google Scholar 

  • Thorn S, Müller J, Leverkus AB (2019) Preventing European forest diebacks. Science 365:1388–1388

    Article  ADS  PubMed  Google Scholar 

  • Tiwari A, Fan Z-X, Jump AS, Li S-F, Zhou Z-K (2017) Gradual expansion of moisture sensitive Abies spectabilis forest in the Trans-Himalayan zone of central Nepal associated with climate change. Dendrochronologia 41:34–43. https://doi.org/10.1016/j.dendro.2016.01.006

    Article  Google Scholar 

  • Vaganov EA (1996) Analysis of seasonal tree-ring formation and modeling in dendrochronology. In: Dean J, Meko D, Swetnam T (eds) Proceedings of the international conference on tree-rings environment and humanity, Tucson, pp 73–87

  • Vaganov EA, Hughes MK, Kirdyanov AV, Schweingruber FH, Silkin PP (1999) Influence of snowfall and melt timing on tree growth in subarctic Eurasia. Nature 400:149–151. https://doi.org/10.1038/22087

    Article  ADS  CAS  Google Scholar 

  • Vaganov EA, Hughes MK, Shashkin AV (2006) Growth dynamics of conifer tree rings: images of past and future environments, Ecol. Stud, vol. 183. Springer, Berlin

  • van der Maaten-Theunissen M, van der Maaten E, Bouriaud O (2015) pointRes: an R package to analyze pointer years and components of resilience. Dendrochronologia 35:34–38. https://doi.org/10.1016/j.dendro.2015.05.006

    Article  Google Scholar 

  • Wigley TML, Briffa KR, Jones PD (1984) On the average value of correlated time series, with applications in dendroclimatology and hydrometeorology. J Appl Meteorol Climatol 23:201–213

    Article  Google Scholar 

  • Williams IN, Torn MS, Riley WJ, Wehner MF (2014) Impacts of climate extremes on gross primary production under global warming. Environ Res Lett 9:094011

    Article  ADS  CAS  Google Scholar 

  • Yao T, Thompson L, Yang W, Yu W, Gao Y, Guo X, Yang X, Duan K, Zhao H, Xu B (2012) Different glacier status with atmospheric circulations in Tibetan Plateau and surroundings. Nat Clim Chang 2:663–667. https://doi.org/10.1038/nclimate1580

    Article  ADS  Google Scholar 

  • Yasue K, Funada R, Kobayashi O, Ohtani J (2000) The effects of tracheid dimensions on variations in maximum density of Picea glehnii and relationships to climatic factors. Trees 14:223–229

    Article  Google Scholar 

  • Yin YL, Zaw Z, Peng X-H, Zhang H, Fu P-L, Wang W-L, Bräuning A, Fan Z-X (2023) Tree rings in Tsuga dumosa reveal increasing drought variability in subtropical southwest China over the past two centuries. Palaeogeogr Palaeoclimatol Palaeoecol 628:111757

    Article  Google Scholar 

  • Yuan Y-J, Zhang T-W, Wei W-S, Nievergelt D, Verstege A, Yu S-L, Zhang R-B, Esper J (2013) Development of tree-ring maximum latewood density chronologies for the western Tien Shan Mountains, China: influence of detrending method and climate response. Dendrochronologia 31:192–197. https://doi.org/10.1016/j.dendro.2013.05.004

    Article  Google Scholar 

  • Zang C, Biondi F (2015) treeclim: an R package for the numerical calibration of proxy-climate relationships. Ecography 38:431–436. https://doi.org/10.1111/ecog.01335

    Article  ADS  Google Scholar 

  • Zhang Q-B, Hebda RJ (2004) Variation in radial growth patterns of Pseudotsuga menziesii on the central coast of British Columbia, Canada. Can J for Res 34:1946–1954. https://doi.org/10.1139/x04-078

    Article  Google Scholar 

  • Zhao Y, Shi J, Shi S, Wang B, Yu J (2017) Summer climate implications of tree-ring latewood width: a case study of Tsuga longibracteata in South China. Asian Geogr 34:131–146. https://doi.org/10.1080/10225706.2017.1377623

    Article  Google Scholar 

Download references

Acknowledgements

We thank Eva Návratová for tree ring measurement.

Funding

The study was financially supported by the Czech Science Foundation, Czech Republic (21–26883S), MSMT INTER-EXCELLENCE project, Czech Republic (LTAUSA18007), and the long-term research development project of the Czech Academy of Sciences, Czech Republic (RVO 67985939).

Author information

Authors and Affiliations

Authors

Contributions

JD, MK and MS designed the research and collected the field data. SR, JA and VP performed the lab measurements and statistical analyses. SR wrote the original draft. All authors contributed to the discussion and writing of the paper.

Corresponding author

Correspondence to Samresh Rai.

Ethics declarations

Conflict of interest

The authors have no relevant financial or non-financial interests to disclose.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Electronic supplementary material

Appendix

Appendix

See Figs. 6, 7, 8 and Table 2.

Fig. 6
figure 6

SSS and sample depth for T. dumosa RW, EW, LW, BAI, and MXD standard chronologies. SD1—sample depth for RW, EW, and LW; SD2—sample depth for BAI; SD3—sample depth for MXD

Fig. 7
figure 7

Lead-lag (1-year) correlation coefficients between a TRW, b EW, c LWadj, and d MXD indices with CHELSAcruts monthly temperature and precipitation from previous year’s March to September

Fig. 8
figure 8

Pearson’s correlation between MXD and 3-month averages of CHELSAcruts climate data. Correlations at 95% significance level are shaded dark

Table 2 Pointers years of all chronologies

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.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Rai, S., Altman, J., Kopecký, M. et al. Global warming alters Himalayan hemlock’s climate sensitivity and growth dynamics. Clim Dyn 62, 2333–2347 (2024). https://doi.org/10.1007/s00382-023-07026-9

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00382-023-07026-9

Keywords

Navigation