Abstract
Alpine snowfall is an important source of water for arid areas. To investigate the history of alpine snowfall beyond instrumental records, we developed a tree-ring α-cellulose oxygen isotope (δ18O) chronology of Schrenk spruce (Picea schrenkiana Fisch. et Mey) for the period 1850–2015 using samples from timberline in southern Kazakhstan. We find that the tree-ring δ18O chronology is significantly negatively correlated with alpine snowfall of the previous year. The δ18O chronology accounts for 46.4% of the observed variance in winter precipitation (1977–2014), and was therefore used to reconstruct alpine snowfall of the previous winter (WP). The alpine snowfall reconstruction reveals that the WP has increased significantly in southern Kazakhstan over the past 166 years, at a rate of 1.7 mm/decade. Prior to the 1910s, there was relatively less alpine snowfall; since the 1920s, there has been more. The WP reconstruction indicates that alpine snowfall increased during the 1860–1880s, 1910–1920s, 1940–1950s, and from the 1980s to present, and decreased during the other decades. Since the 1980s, alpine snowfall of southern Kazakhstan continues and increases rapidly.
Similar content being viewed by others
Data availability
Data of tree-ring oxygen isotope chronologies and snowfall reconstruction in the present study are available by contacting Prof. Ruibo Zhang (river0511@163.com).
Code availability
Not applicable.
References
Allan R, Lindesay J, Parker D (1996) El Niño: southern oscillation and climatic variability. CSIRO Publishing, Collinwood
Allen ST, Kirchner JW, Braun S, Siegwolf RTW, Goldsmith GR (2019) Seasonal origins of soil water used by trees. Hydrol Earth Syst Sci 23(2):1199–1210
Anderson S, Moser CL, Tootle GA, Anderson S, Moser CL, Tootle GA, Grissinomayer HD, Timilsena J, Piechota T (2012) Snowpack reconstructions incorporating climate in the upper Green River Basin (Wyoming). Tree-Ring Res 68(2):105–114
Beniston M (1997) Variations of snow depth and duration in the Swiss Alps over the last 50 years: links to changes in large-scale climatic forings. Climatic Change 36:281–300
Bitvinskas TT (1974) Dendroclimatic studies. Gidrometeoizdat, Leningrad, p 172 (in Russian)
Brendel O, Iannetta PPM, Stewart D (2000) A rapid and simple method to isolate pure Alpha-cellulose. Phytochem Analysis 11:7–10
Buhay WM, Edwards TWD (1995) Climate in southwestern Ontario, Canada, between AD 1610 and 1885 inferred from oxygen and hydrogen isotopic measurements of wood cellulose from trees in different hydrologic settings. Quatern Res 44:438–446
Büntgen U, Esper J, Frank DC, Nicolussi K, Schmidhalter M (2005) A 1052-year tree-ring proxy for Alpine summer temperatures. Clim Dynam 25:141–153
Büntgen U, Tegel W, Nicolussi K, McCormick M, Frank D, Trouet V, Kaplan JO, Herzig F, Heussner KU, Wanner H, Luterbacher J (2011) 2500 years of European climate variability and human susceptibility. Science 331:578–582
Cernusak LA, Kahmen A (2013) The multifaceted relationship between leaf water δ18O enrichment and transpiration rate. Plant Cell Environ 36:1239–1241
Chen F, Yuan Y, Chen F, Wei W, Yu S, Chen X, Fan Z, Zhang R, Zhang T, Shang H, Qin L (2013) A 426-year drought history forWestern Tian Shan, Central Asia inferred from tree-rings and its linkagesto the North Atlantic and Indo-West Pacific Oceans. Holocene 23(8):1095–1104
Chen Y, Li W, Deng H, Fang G, Li Z (2016) Changes in Central Asia’s water tower: past, present and future. Sci Rep 6:35458
Cherednichenko A, Cherednichenko A, Vilesov EN, Cherednichenko VS (2015) Climate change in the City of Almaty during the past 120 years. Quat Int 358:101–105
Cook ER (1985) A time-series analysis approach to tree-ring standardization. Ph.D. dissertation, University of Arizona, Tucson, AR, USA
Cook ER, Kairiukstis LA (1990) Methods of dendrochronology: applications in the environmental sciences. Kluwer Academic Publishers, Boston, Massachusetts
Cook ER, Woodhouse CA, Eakin CM, Meko DM, Stahle DW (2004) Long-term aridity changes in the western United States. Science 306:1015–1018
Dawson TE (1993) Water sources of plants as determined from xylem–water isotopic composition: perspectives on plant competition, distribution and water relations. In: Ehleringer JR, Happ AE, Farquhar GD (eds) Stable isotopes and plant carbon–water relations. Academic Press, New York, pp 465–496
Dawson TE, Pate JS (1996) Seasonal water uptake and movement in root systems of Australian phraeatophytic plants of dimorphic root morphology: a stable isotope investigation. Oecologia 107:13–20
Durbin J, Watson GS (1951) Testing for serial correlation in least squares regression. Biometrika 38:159–178
Ehleringer JR, Dawson TE (1992) Water uptake by plants: perspectives from stable isotope composition. Plant Cell Environ 15:1073–1082
Esper J, Cook ER, Schweingruber FH (2002) Low-frequency signals in long tree-ring chronologies for reconstructing past temperature variability. Science 295:2250–2253
Evans MN, Schrag DP (2004) A stable isotope-based approach to tropical dendroclimatology. Geochim Cosmochim Ac 68(16):3295–3305
Falarz M (2004) Variability and trends in the duration and depth of snow cover in Poland in the 20th century. Int J Climatol 24:1713–1727
Ferrio JP, Voltas J (2005) Carbon and oxygen isotope ratios in wood constituents of Pinus halepensis as indicators of precipitation, temperature and vapour pressure deficit. Tellus B 57:164–173
Foroozan Z, Grießinger J, Pourtahmasi K, Bräuning A (2020) 501 years of spring precipitation history for the semi-arid Northern Iran derived from tree-ring δ18O data. Atmosphere 11:889
Fritts HC (1971) Dendroclimatology and Dendroecology Quaternary Res 1:419–449
Fritts HC (1976) Tree rings and climate. Academic Press, Inc. (London), Ltd., New York, p 565
Gessler A, Brandes E, Keitel C, Boda S, Kayler ZE, Granier A, Barbour M, Farquhar GD, Treydte K (2013) The oxygen isotope enrichment of leaf-exported assimilates- does it always reflect lamina leaf water enrichment? New Phytol 200:144–157
Gessler A, Ferrio JP, Hommel R, Treydte K, Werner RA, Monson RK (2014) Stable isotopes in tree rings: towards a mechanistic understanding of isotope fractionation and mixing processes from the leaves to the wood. Tree Physiol 34(8):796–818
Grießinger J, Bräuning A, Helle G, Hochreuther P, Schleser G (2017) Late Holocene relative humidity history on the southeastern Tibetan plateau inferred from a tree-ring δ18O record: recent decrease and conditions during the last 1500 years. Quat Int 430:52–59
Grigorieva EP, Suslov LE (1972) Fluctuations of growth of Picea schrenkiana in the Ile Alatau. Cited in: Borscheva NM (1981) Dynamics of annual growth of Picea schrenkiana in the northern slope of the Kungey Alatau Mountain ridge. In: Bitvinskas T (ed) Chronologies of the Soviet Union (part II) (in Russian). Lithuanian Institute of Botany, Kaunas, pp 24–27
Harris I, Jones PD, Osborna TJ, Listera DH (2014) Updated high-resolutiongrids of monthly climatic observations – the CRU TS3.10 Dataset. Int J Climatol 34:623–642
Holmes RL (1983) Computer-assisted quality control in tree-ring dating and measurement. Tree-Ring Bull 43:69–75
Holzkamper S, Kuhry P (2009) Stable isotopes in tree rings from the Russian Arctic—a proxy for winter precipitation? PAGES News 17(1):14–15
Huang W, Chen F, Feng S, Chen J, Zhang X (2013) Interannual precipitation variations in the mid-latitude Asia and their association with large-scale atmospheric circulation. Chinese Sci Bull 58:3962–3968
Jones HG, Pomeroy JW, Walker DA, Hoham RW (2001) Snow ecology- an interdisciplinary examination of snow-covered ecosystems. Cambridge University Press Cambridge, UK, p 337
Karl TR, Melillo JM, Peterson TC, Hassol SJ (2009) Global climate change impacts in the United States. Cambridge University Press, New York
Kress A, Saurer M, Siegwolf RTW, Frank DC, Esper J, Bugmann H (2010) A 350 year drought reconstruction from Alpine tree ring stable isotopes. Global Biogeochem Cyc 24(2):GB2011
Laternser M, Schneebeli M (2003) Long-term snow climate trends of the Swiss Slps (1931–99). Int J Climatol 23:733–750
Leavitt SW, Long A (1984) Sampling strategy for stable isotope analysis of tree-rings in pine. Nature 311:145–147
Li J, Gou X, Cook ER, Chen F (2006) Tree-ring based drought reconstruction for the central Tien Shan area in northwest China. Geophys Res Lett 33:L07715
Liang E, Liu X, Yuan Y, Qin N, Fang X, Huang L, Zhu H, Wang L, Shao X (2006) The 1920 drought recorded by tree rings and historical documents in the semi-arid and areas of northern China. Clim Change 79:403–432
Liang E, Shao X, Liu X (2009) Annual precipitation variation inferred from tree rings since A.D. 1770 for the western Qilian Mts. Northern Tibetan Plateau Tree-Ring Res 65:95–103
Liu Y, Wang C, Hao W, Song H, Cai Q, Tian H, Sun B, Linderholm HW (2011) Tree-ring-based annual precipitation reconstruction in Kalaqin, Inner Mongolia for the last 238 years. Chinese Sci Bull 56:2995–3002
Liu H, Park Williams A, Allen CD, Guo D, Wu X, Anenkhonov OA, Badmaeva NK (2013a) Rapid warming accelerates tree growth decline in semi-arid forests of Inner Asia. Global Change Biol 19:2500–2510
Liu X, Zeng X, Leavitt SW, Wang W, An W, Xu G (2013b) A 400-year tree-ring δ18O chronology for the southeastern Tibetan Plateau: implications for inferring variations of the regional hydroclimate. Global Planet Change 104:23–33
Mann ME, Lees JM (1996) Robust estimation of background noise and signal detection in climatic time series. Clim Change 33:409–445
Marty C, Blanchet J (2012) Long-term changes in annual maximum snow depth and snowfall in Switzerland based on extreme value statistics. Clim Change 111:705–721
McCarroll D, Loader NJ (2004) Stable isotopes in tree rings Quaternary Sci. Rev 23:771–801
Menne MJ, Durre I, Vose RS, Gleason BE, Houston TG (2012) An overview of the global historical climatology network – daily database. J Atmos Ocean Tech 29:897–910
Michaelsen J (1987) Cross-validation in statistical climate forecast models. J Appl Meteorol Clim 26(11):1589–1600
Pflug EE, Siegwolf R, Buchmann N, Dobbertin M, Kuste TM, Günthardt-Goerg MS, Arend M (2015) Growth cessation uncouples isotopic signals in leaves and tree rings of drought-exposed oak trees. Tree Physiol 35:1095–1105
Qin C, Yang B, Bräuning A, Grießinger J, Wernicke J (2015) Drought signals in tree-ring stable oxygen isotope series of Qilian juniper from the arid northeastern Tibetan Plateau. Glob Planet Chang 125:48–59
Qin L, Yuan Y, Zhang R, Wei W, Yu S, Fan Z, Chen F, Zhang T, Shang H (2016) Tree-ring response to snow cover and reconstruction of century annual maximum snow depth for northern Tianshan Mountains, China. Geochronometria 43:9–17
Qin L, Bolatov K, Yuan Y, Shang H, Yu S, Zhang T, Bagila M, Bolatova A, Zhang R (2022) The spatially inhomogeneous influence of snow on the radial growth of Schrenk spruce (Picea schrenkiana Fisch. et Mey.) in the Ili-Balkhash Basin, Central Asia. Forests 13(1):44
Roden JS, Lin G, Ehleringer JR (2000) A mechanistic model for interpretation of hydrogen and oxygen isotope ratios in tree-ring cellulose. Geochim Cosmochim Ac 64:21–35
Rozanski K, Araguas-Araguas L, Gonfiantini R (1992) Relation between long-term trends of oxygen-18 isotope composition of precipitation and climate. Science 258:981–985
Sarris D, Siegwolf R, Körner C (2013) Inter- and intra-annual stable carbon and oxygen isotope signals in response to drought in Mediterranean pines. Agr Forest Meteorol 168:59–68
Sensula B, Wilczynski S (2018) Tree-ring widths and the stable isotope composition of pine tree-rings as climate indicators in the most industrialised part of Poland during CO2 elevation. Geochronometria 45:130–145
Shiyatov SG (1986) Dendrochronology of the upper tree limit in Ural. Nauka, Moscow, p 137 (in Russian)
Solomina ON, Maximova OE, Cook ER (2014) Picea schrenkiana ring width and density at the upper and lower tree limits in the Tien Shan mts Kyrgyz republic as a source of paleoclimatic information. Geogr Environ Sustainabil 1(7):66–79
Switsur R, Waterhouse J (1998) Stable isotopes in tree ring cellulose. In: Griffiths H (ed) Stable isotopes: integration of biological, ecological and geochemical processes. BIOS Scientific Publishers Ltd, Oxford, pp 303–321
Szejner P, Clute T, Anderson E, Evans MN, Hu J (2020) Reduction in lumen area is associated with the δ18O exchange between sugars and source water during cellulose synthesis. New Phytol 226(6):1583–1593
Thomson DJ (1982) Spectrum estimation and harmonic analysis. Proc IEEE 70:1055–1096
Timilsena J, Piechota T (2008) Regionalization and reconstruction of snow water equivalent in the upper Colorado River basin. J Hydrol 352:94–106
Treydte KS, Schleser GH, Helle G, Frank DC, Winiger M, Haug GH, Esper J (2006) The twentieth century was the wettest period in northern Pakistan over the past millennium. Nature 440:1179–1182
Treydte K, Boda S, Pannatier EG, Fonti P, Frank D, Ullrich B, Saurer M, Siegwolf R, Battipaglia G, Werner W, Gessler A (2014) Seasonal transfer of oxygen isotopes from precipitation and soil to the tree ring: source water versus needle water enrichment. New Phytol 202:772–783
Vicente-Serrano SM, Gouveia C, Camarero JJ, Begueria S, Trigo R, Lopez-Moreno JI, Sanchez-Lorenzo A (2013) Response of vegetation to drought time-scales across global land biomes. P Natl Acad Sci USA 110:52–57
Wang T, Ren G, Chen F, Yuan Y (2015) An analysis of precipitation variations in the west-central Tianshan Mountains over the last 300 years. Quat Int 358:48–57
Wernicke J, Hochreuther P, Grießinger J, Zhu H, Wang L, Bräuning A (201) Multi-century humidity reconstructions from the southeastern Tibetan Plateau inferred from tree-ring δ18O Glob Planet Chang 149:26–35
Woodhouse CA (2003) A 431-yr reconstruction of western Colorado snowpack from tree rings. J Climate 16:1551–1561
Xu G, Liu X, Qin D, Chen T, Wang W, Wu G, Sun W, An W, Zeng X (2014) Relative humidity reconstruction for northwestern China’s Altay Mountains using tree-ring δ18O. Chinese Sci Bull 59(2):190–200
Xu G, Liu X, Sun W, Szejner P, Zeng X, Yoshimura K, Trouet V (2020a) Seasonal divergence between soil water availability and atmospheric moisture recorded in intra-annual tree-ring δ18O extremes. Environ Res Lett 15:094036
Xu G, Wu G, Liu X, Chen T, Wang B, Hudson A, Trouet V (2020b) Age-related climate response of tree-ring δ13C and δ18O from spruce in northwestern China, with implications for relative humidity reconstructions. J Geophys Res Biogeosci 125(7):e2019JG005513
Yadav RR, Bhutiyani MR (2013) Tree-ring-based snowfall record for cold arid western Himalaya, India since A.D. 1460. J Geophys Res Atmos 118:7516–7522
Yuan Y, Li J, Zhang J (2001) 348 year precipitation reconstruction fromtree-rings for the North Slope of the middle Tianshan Mountains. Acta Meteorol Sin 15(1):95–104
Zhang R, Yuan Y, Gou X, He Q, Shang H, Zhang T, Chen F, Ermenbaev B, Yu S, Qin L, Fan Z (2016) Tree-ring-based moisture variability in western Tianshan Mountains since A.D. 1882 and its possible driving mechanism. Agr Forest Meteorol 218–219:267–276
Zhang R, Wei W, Shang H, Yu S, Gou X, Qin L, Bolatov K, Mambetov BT (2019) A tree ring-based record of annual mass balance changes for the TS.Tuyuksuyskiy Glacier and its linkages to climate change in the Tianshan Mountains. Quaternary Sci Rev 205:10–21
Zhang R, Shang H, Yu S, He Q, Yuan Y, Bolatov K, Mambetov BT (2017) Tree-ring-based precipitation reconstruction in southern Kazakhstan, reveals drought variability since A.D 1770. Int J Climatol 37(2):741–750
Zhang R, Qin L, Shang H, Yu S, Gou X, Mambetov BT, Zheng K, Ainur W, Bolatova A (2020) Climatic change in southern Kazakhstan since 1850 C.E inferred from tree rings. Int. J. Biometeorol 64(5):841–851
Zubairov B, Lentschke J, Schröder H (2019) Dendroclimatology in Kazakhstan. Dendrochronologia 56:125602
Funding
This work was supported by Key Laboratory Opening Foundation of Xinjiang Uigur Autonomous Region (2019D04002), National Natural Science Foundation of China Projects (41805130, 41975110), Regional collaborative innovation project of Xinjiang Uygur Autonomous Region (2021E01022), and Tianshan Youth Project of Xinjiang Uigur Autonomous Region (2020Q026).
Author information
Authors and Affiliations
Contributions
Li Qin: conceptualization, methodology, software, formal analysis, writing—original draft preparation, visualization, funding acquisition. Kainar Bolatov: investigation. Huaming Shang: methodology, investigation. Shulong Yu: investigation. Xiaohua Gou: resources. Maisupova Bagila: investigation. Aigerim Bolatova: investigation. Utebekova Ainur: investigation. Ruibo Zhang: conceptualization, validation, investigation, resources, data curation, writing—review and editing, supervision, project administration, funding acquisition.
Corresponding author
Ethics declarations
Ethics approval
Not applicable.
Consent to participate
All authors give their consent to participate in this paper.
Consent for publication
Informed consent to publish has been obtained from each participant.
Conflict of interest
The authors declare no competing interests.
Additional information
Publisher's note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Qin, L., Bolatov, K., Shang, H. et al. Reconstruction of alpine snowfall in southern Kazakhstan based on oxygen isotopes in tree rings. Theor Appl Climatol 148, 727–737 (2022). https://doi.org/10.1007/s00704-022-03974-0
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00704-022-03974-0