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Tree-ring-based reconstruction of temperature variability (1445–2011) for the upper reaches of the Heihe River Basin, Northwest China

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Abstract

Long-term temperature variability has significant effects on runoff into the upper reaches of inland rivers. This paper developed a tree-ring chronology of Qilian juniper (Sabina przewalskii Kom.) from the upper tree-line of the middle Qilian Mountains within the upper reaches of Heihe River Basin, Northwest China for a long-term reconstruction of temperature at the study site. In this paper, tree-ring chronology was used to examine climate-growth associations considering local climate data obtained from Qilian Meteorological Station. The results showed that temperatures correlated extremely well with standardized growth indices of trees (r=0.564, P<0.001). Tree-ring chronology was highest correlated with annual mean temperature (r=0.641, P<0.0001). Annual mean temperature which spans the period of 1445–2011 was reconstructed and explained 57.8% of the inter-annual to decadal temperature variance at the regional scale for the period 1961–2011. Spatial correlation patterns revealed that reconstructed temperature data and gridded temperature data had a significant correlation on a regional scale, indicating that the reconstruction represents climatic variations for an extended area surrounding the sampling sites. Analysis of the temperature reconstruction indicated that major cold periods occurred during the periods of 1450s–1480s, 1590s–1770s, 1810s–1890s, 1920s–1940s, and 1960s–1970s. Warm intervals occurred during 1490s–1580s, 1780s–1800s, 1900s–1910s, 1950s, and 1980s to present. The coldest 100-year and decadal periods occurred from 1490s–1580s and 1780s–1800s, respectively, while the warmest 100 years within the studied time period was the 20th century. Colder events and intervals coincided with wet or moist conditions in and near the study region. The reconstructed temperature agreed well with other temperature series reconstructed across the surrounding areas, demonstrating that this reconstructed temperature could be used to evaluate regional climate change. Compared to the tree-ring reconstructed temperature from nearby regions and records of glacier fluctuations from the surrounding high mountains, this reconstruction was reliable, and could aid in the evaluation of regional climate variability. Spectral analyses suggested that the reconstructed annual mean temperature variation may be related to large-scale atmospheric–oceanic variability such as the solar activity, Pacific Decadal Oscillation (PDO) and El Niño–Southern Oscillation (ENSO).

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References

  • Allan R J, Lindesay J, Parker D E. 1996). El Niño-Southern Oscillation and Climatic Variability. Collingwood, Australia: CSIRO, 118–126.

    Google Scholar 

  • Biondi F, Waikul K. 2004. DENDROCLIM2002: A C++ program for statistical calibration of climate signals in tree ring chronologies. Computers & Geosciences, 30(3): 303–311.

    Google Scholar 

  • Bradley R S. 1985. Quaternary Paleoclimatology: Methods of Paleoclimatic Reconstruction. Boston: Allen and Unwin, 472.

    Google Scholar 

  • Bräuning A. 2001. Climate history of the Tibetan Plateau during the last 1000 years derived from a network of Juniper chronologies. Dendrochronologia, 19(1): 127–137.

    Google Scholar 

  • Briffa K R, Jones P D. 1990. Basic chronology statistics and assessment. In: Cook E R, Kairiukstis L A. Methods of Dendrochronology: Applications in the Environmental Sciences. Dordrecht: Kluwer Academic Publishers, 137–152.

    Google Scholar 

  • Cai Q F, Liu Y, Bao G, et al. 2010. Tree-ring-based May-July mean temperature history for Lüliang Mountains, China, sinc. 1836. Chinese Science Bulletin, 55(26): 3008–3014.

    Google Scholar 

  • Chen F, Yuan Y J, Wei W S. 2011. Climatic response of Picea crassifolia tree-ring parameters and precipitation reconstruction in the western Qilian Mountains, China. Journal of Arid Environments, 75(11): 1121–1128.

    Google Scholar 

  • Chen Y N, Xu C C, Chen Y P, et al. 2010. Response of glacial-lake outburst floods to climate change in the Yarkant River basin on northern slope of Karakoram Mountains, China. Quaternary International, 226(1–3): 75–81.

    Google Scholar 

  • Cook E R. 1985. A time series analysis approach to tree ring standardization. PhD Dissertation. Tucson: University of Arizona.

    Google Scholar 

  • Cook E R, Kairiukstis L A. 1990. Methods of Dendrochronology: Applications in the Environmental Sciences. New York: Springer Science & Business Media, 23–283.

    Google Scholar 

  • Cook E R, Briffa K R, Jones P D. 1994. Spatial regression methods in dendroclimatology: a review and comparison of two techniques. International Journal of Climatology, 14(4): 379–402.

    Google Scholar 

  • Cook E R, Meko D M, Stahle D W, et al. 1999. Drought reconstructions for the continental United States. Journal of Climate, 12(4): 1145–1162.

    Google Scholar 

  • Cook E R, Krusic P J, Jones P D. 2003. Dendroclimatic signals in long tree-ring chronologies from the Himalayas of Nepal. International Journal of Climatology, 23(7): 707–732.

    Google Scholar 

  • Cook E R, Anchukaitis K J, Buckley B M, et al. 2010. Asian monsoon failure and megadrought during the last millennium. Science, 328(5977): 486–489.

    Google Scholar 

  • D’Arrigo R, Buckley B, Kaplan S, et al. 2003. Interannual to multidecadal modes of Labrador climate variability inferred from tree rings. Climate Dynamics, 20(2–3): 219–228.

    Google Scholar 

  • D’Arrigo R, Mashig E, Frank D, et al. 2005. Temperature variability over the past millennium inferred from Northwestern Alaska tree rings. Climate Dynamics, 24(2–3): 227–236.

    Google Scholar 

  • D’Arrigo R, Wilson R, Jacoby G. 2006. On the long-term context for late twentieth century warming. Journal of Geophysical Research: Atmospheres (1984–2012), 111(D3): D03103.

    Google Scholar 

  • Davi N, Jacoby G, Fang K Y, et al. 2010. Reconstructing drought variability for Mongolia based on a large-scale tree ring network: 1520–1993. Journal of Geophysical Research: Atmospheres (1984–2012), 115(D22): D22103.

    Google Scholar 

  • Deslauriers A, Morin H, Begin Y. 2003. Cellular phenology of annual ring formation of Abies balsamea in the Quebec boreal forest (Canada). Canadian Journal of Forest Research, 33(2): 190–200.

    Google Scholar 

  • Eddy J A. 1976. The Maunder minimum. Science, 192(4245): 1189–1202.

    Google Scholar 

  • Fan Z X, Bräuning A, Yang B, et al. 2009. Tree ring density-based summer temperature reconstruction for the central Hengduan Mountains in Southern China. Global and Planetary Change, 65(1–3): 1–11.

    Google Scholar 

  • Frank D, Esper J. 2005. Temperature reconstructions and comparisons with instrumental data from a tree-ring network for the European Alps. International Journal of Climatology, 25(11): 1437–1454.

    Google Scholar 

  • Fritts H C. 1976). Tree Rings and Climate. San Francisco: Academic Press, 207–503.

    Google Scholar 

  • Ge Q S, Zheng J Y, Fang X Q, et al. 2003. Winter half-year temperature reconstruction for the middle and lower reaches of the Yellow River and Yangtze River, China, during the past 2000 years. Holocene, 13(6): 933–940.

    Google Scholar 

  • Glickman S T. 2000. Glossary of Meteorology (2nd ed.). Boston: American Meteorological Society, 139–174.

    Google Scholar 

  • Gong D Y, Wang S W. 2000. Influence of atmospheric oscillations on northern hemispheric temperature. Geographical Research, 18(2): 31–38. (in Chinese)

    Google Scholar 

  • Gordon G A. 1982. Verification of dendroclimatic reconstructions. In: Hughes M K, Kelly P M, Pilcher J R, et al. Climate from Tree Rings. Cambridge: Cambridge University Press, 115–132.

    Google Scholar 

  • Gou X H, Chen F H, Yang M X, et al. 2005. Climatic response of thick leaf spruce (Picea crassifolia) tree-ring width at different elevations over Qilian Mountains, northwestern China. Journal of Arid Environments, 61(4): 513–524.

    Google Scholar 

  • Gou X H, Chen F H, Jacoby G, et al. 2007. Rapid tree growth with respect to the last 400 years in response to climate warming, northeastern Tibetan Plateau. International Journal of Climatology, 27(11): 1497–1503.

    Google Scholar 

  • Gou X H, Chen F H, Yang M X, et al. 2008. Asymmetric variability between maximum and minimum temperatures in Northeastern Tibetan Plateau: evidence from tree rings. Science in China Series D: Earth Sciences, 51(1): 41–55.

    Google Scholar 

  • Groffman P M, Driscoll C T, Fahey T J, et al. 2001. Colder soils in a warmer world: a snow manipulation study in a northern hardwood forest ecosystem. Biogeochemistry, 56(2): 135–150.

    Google Scholar 

  • Gurskaya M A, Shiyatov S G. 2006. Distribution of frost injuries in the wood of conifers. Russian Journal of Ecology, 37(1): 7–12.

    Google Scholar 

  • He M H, Yang B, Datsenko N M. 2013. A six hundred-year annual minimum temperature history for the central Tibetan Plateau derived from tree-ring width series. Climate Dynamics, 43(3–3): 641–655.

    Google Scholar 

  • Holmes R L. 1983. Computer-assisted quality control in tree-ring dating and measurement. Tree-Ring Bulletin, 43: 51–67.

    Google Scholar 

  • Jacoby G, D’Arrigo R, Davaajamts T. 1996. Mongolian tree rings and 20th-century warming. Science, 273(5276): 771–773.

    Google Scholar 

  • Jacoby G, Pederson N, D’Arrigo R. 2003. Temperature and precipitation in Mongolia based on dendroclimatic investigations. Chinese Science Bulletin, 48(14): 1474–1479.

    Google Scholar 

  • Kang E S, Cheng G D, Lan Y C, et al. 1999. A model for simulating the response of runoff from the mountainous watersheds of inland river basins in the arid area of Northwest China to climatic changes. Science in China Series D: Earth Sciences, 29(Suppl. 1): 52–63.

    Google Scholar 

  • Kang S C, Zhang Y J, Qin D H, et al. 2007. Recent temperature increase recorded in an ice core in the source region of Yangtze River. Chinese Science Bulletin, 52(6): 825–831.

    Google Scholar 

  • Kang X C, Graumlich L J, Sheppard P. 1997. A 1835 a tree-ring chronology and its preliminary analyses in Dulan region, Qinghai. Chinese Science Bulletin, 42(13): 1122–1124.

    Google Scholar 

  • Kang X C, Zhang Q H, Graumlich L J, et al. 2000. Reconstruction and variation of climate in Dulan region, Qinghai during last 2000 a. Advance in Earth Sciences, 15(2): 215–221. (in Chinese)

    Google Scholar 

  • Kang X C, Chen G D, Kang E S, et al. 2002. Based tree rings data reconstruction over 1000-year streamflow of mountain pass in Heihe River. Science in China Series D: Earth Sciences, 32(8): 675–685.

    Google Scholar 

  • Kang X C, Cheng G D, Chen F H, et al. 2003. A record of drought and flood series by tree-ring data in the middle section of Qilian Mountain since 904 A.D. Journal of Glaciology and Geocryology, 25(5): 518–525. (in Chinese)

    Google Scholar 

  • Körner C. 1998. A re-assessment of high elevation treeline positions and their explanation. Oecologia, 115(4): 445–459.

    Google Scholar 

  • Kundzewicz Z W. 1997. Water resources for sustainable development. Hydrological Sciences Journal, 42(4): 467–480.

    Google Scholar 

  • LaMarche V C. 1974. Paleoclimatic inferences from long tree-ring records intersite comparison shows climatic anomalies that may be linked to features of the general circulation. Science, 183(4129): 1043–1048.

    Google Scholar 

  • Lazarus B E, Schaberg P G, DeHayes D H, et al. 2004. Severe red spruce winter injury in 2003 creates unusual ecological event in the northeastern United States. Canadian Journal of Forest Research, 34(8): 1784–1788.

    Google Scholar 

  • Li L, Wang Z Y, Wang Q C. 2006. Inflence of climatic change on flow over the upper reaches of Heihe River. Scientia Geographica Sinica, 26(1): 40–46. (in Chinese)

    Google Scholar 

  • Li Z J, Li X B, Xu Z M. 2010. Impacts of water conservancy and soil conservation measures on annual runoff in the Chaohe River Basin during 1961–2005. Journal of Geographical Sciences, 20(6): 947–960.

    Google Scholar 

  • Li Z S, Zhang Q B, Ma K P. 2012. Tree-ring reconstruction of summer temperature for A.D. 1475–2003 in the central Hengduan Mountains, Northwestern Yunnan, China. Climatic Change, 110(1–3): 455–467.

    Google Scholar 

  • Liang E Y, Shao X M, Eckstein D, et al. 2006. Topography- and species-dependent growth responses of Sabina przewalskii and Picea crassifolia to climate on the northeast Tibetan Plateau. Forest Ecology and Management, 236(2–3): 268–277.

    Google Scholar 

  • Liang E Y, Shao X M, Qin N S. 2008. Tree-ring based summer temperature reconstruction for the source region of the Yangtze River on the Tibetan Plateau. Global and Planetary Change, 61(3–3): 313–320.

    Google Scholar 

  • Liang E Y, Shao X M, Liu X H. 2009. Annual precipitation variation inferred from tree rings since A.D. 1770 for the western Qilian Mts., northern Tibetan Plateau. Tree-Ring Research, 65(2): 95–103.

    Google Scholar 

  • Liu L S, Shao X M, Liang E Y, et al. 2006. Tree-ring records of Qilian Juniper’s growth and regeneration patterns in the central Qilian Mountains. Geographical Research, 25(1): 53–61. (in Chinese)

    Google Scholar 

  • Liu X H, Qin D H, Shao X M, et al. 2005. Temperature variations recovered from tree-rings in the middle Qilian Mountain over the last millennium. Science in China Series D: Earth Sciences, 48(4): 521–529.

    Google Scholar 

  • Liu Y, Shi J F, Shishov V, et al. 2004. Reconstruction of May-July precipitation in the north Helan Mountain, Inner Mongolia since A.D. 1726 from tree-ring late-wood widths. Chinese Science Bulletin, 49(4): 405–409.

    Google Scholar 

  • Liu Y, Linderholm H W, Song H M, et al. 2006. Temperature variations recorded in Pinus tabulaeformis tree rings from the southern and northern slopes of the central Qinling Mountains, central China. Boreas, 38(2): 285–291.

    Google Scholar 

  • Liu Y, An Z S, Linderholm H W, et al. 2009. Annual temperatures during the last 2485 years in the mid-eastern Tibetan Plateau inferred from tree rings. Science in China Series D: Earth Sciences, 52(3): 348–359.

    Google Scholar 

  • Luckman B H, Wilson R J S. 2005. Summer temperatures in the Canadian Rockies during the last millennium: a revised record. Climate Dynamics, 24(2–3): 131–144.

    Google Scholar 

  • Ma J Z, Wang X S, Edmunds W M. 2005. The characteristics of ground-water resources and their changes under the impacts of human activity in the arid northwest China—a case study of the Shiyang River Basin. Journal of Arid Environments, 61(2): 277–295.

    Google Scholar 

  • Mann M E, Lees J M. 1996. Robust estimation of background noise and signal detection in climatic time series. Climatic Change, 33(3): 409–445.

    Google Scholar 

  • Mann M E, Bradley R S, Hughes M K. 1999. Northern Hemisphere temperatures during the past millennium: inferences, uncertainties, and limitations. Geophysical Research Letters, 26(6): 759–763.

    Google Scholar 

  • Mann M E. 2002. Little ice age. In: MacCracken M C, Perry J S. Encyclopedia of Global Environmental Change. Oxford: Blackwell Science, 1: 504–509.

    Google Scholar 

  • Mann M E, Zhang Z H, Rutherford S, et al. 2009. Global signatures and dynamical origins of the Little Ice Age and Medieval Climate Anomaly. Science, 326(5957): 1256–1260.

    Google Scholar 

  • Mantua N J, Hare S R, Zhang Y, et al. 1997. A Pacific interdecadal climate oscillation with impacts on salmon production. Bulletin of the American Meteorological Society, 78(6): 1069–1079.

    Google Scholar 

  • Mantua N J, Hare S R. 2002. The Pacific decadal oscillation. Journal of Oceanography, 58(1): 35–44.

    Google Scholar 

  • Michaelsen J. 1987. Cross-validation in statistical climate forecast models. Journal of Climate and Applied Meteorology, 26(11): 1589–1600.

    Google Scholar 

  • Misson L, Rathgeber C, Guiot J. 2004. Dendroecological analysis of climatic effects on Quercus petraea and Pinus halepensis radial growth using the process-based MAIDEN model. Canadian Journal of Forest Research, 34(4): 888–898.

    Google Scholar 

  • Mitchell T D, Jones P D. 2005. An improved method of constructing a database of monthly climate observations and associated high-resolution grids. International Journal of Climatology, 25(6): 693–712.

    Google Scholar 

  • Pederson N, Jacoby G C, D’Arrigo R D, et al. 2001. Hydrometeorological reconstructions for Northeastern Mongolia derived from tree rings: 1651–1995. Journal of Climate, 14(5): 872–881.

    Google Scholar 

  • Pederson N, Cook E R, Jacoby G C, et al. 2004. The influence of winter temperatures on the annual radial growth of six northern range margin tree species. Dendrochronologia, 22(1): 7–29.

    Google Scholar 

  • Percival D B, Walden A T. 1993. Spectral Analysis for Physical Applications. Cambridge: Cambridge University Press, 583.

    Google Scholar 

  • Qin C, Yang B, Bräuning A, et al. 2011. Regional extreme climate events on the northeastern Tibetan Plateau since AD 1450 inferred from tree rings. Global and Planetary Change, 75(3–3): 143–154.

    Google Scholar 

  • Saenko O A. 2006. Influence of global warming on baroclinic rossby radius in the ocean: a model intercomparison. Journal of Climate, 19(7): 1354–1360.

    Google Scholar 

  • Sano M, Furuta F, Sweda T. 2009. Tree-ring-width chronology of Larix gmelinii as an indicator of changes in early summer temperature in east-central Kamchatka. Journal of Forest Research, 14(3): 147–154.

    Google Scholar 

  • Shao X M, Fan J M. 1999. Past climate on west Sichuan Plateau as reconstructed from ring-widths of dragon spruce. Quaternary Sciences, (1): 81–89. (in Chinese)

    Google Scholar 

  • Shao X M, Huang L, Liu H B, et al. 2005. Reconstruction of precipitation variation from tree rings in recent 1000 years in Delingha, Qinghai. Science in China Series D: Earth Sciences, 48(7): 939–949.

    Google Scholar 

  • Sheppard P R, Tarasov P E, Graumlich L J, et al. 2004. Annual precipitation since 515BC reconstructed from living and fossil juniper growth of Northeastern Qinghai Province, China. Climate Dynamics, 23(7–3): 869–881.

    Google Scholar 

  • Shi Y F, Zhang X S. 1995. Influence and future trends of climate variation on water resources in the arid area in the northern China. Science in China Series B: Chemistry, 25(9): 968–977.

    Google Scholar 

  • Shi Y F, Shen Y P, Hu R J. 2002. Preliminary study on signal, impact and foreground of climatic shift from warm-dry to warm-humid in northwest China. Journal of Glaciology and Geocryology, 24(3): 219–226. (in Chinese)

    Google Scholar 

  • Stewart I T, Cayan D R, Dettinger M D. 2004. Changes in snowmelt runoff timing in western North America under a ‘business as usual’ climate change scenario. Climatic Change, 62(1–3): 217–232.

    Google Scholar 

  • Stokes M A, Smiley T L. 1968. An Introduction to Tree-ring Dating. Chicago: University of Chicago Press, 21–60.

    Google Scholar 

  • Tan M, Liu T S, Hou J Z, et al. 2003. Cyclic rapid warming on centennial-scale revealed by a 2650-year stalagmite record of warm season temperature. Geophysical Research Letters, 30(12): 1617.

    Google Scholar 

  • Tessier L, Guibal F, Schweingruber F H. 1997. Research strategies in dendroecology and dendroclimatology in mountain environments. Climatic Change, 36(3–3): 499–517.

    Google Scholar 

  • Thompson L G, Mosley-Thompson E, Brecher H, et al. 2006. Abrupt tropical climate change: past and present. Proceedings of the National Academy of Sciences of the United States of America, 103(28): 10536–10543.

    Google Scholar 

  • Tian Q H, Gou X H, Zhang Y, et al. 2007. Tree-ring based drought reconstruction (A.D. 1855–2001) for the Qilian Mountains, Northwestern China. Tree-Ring Research, 63(1): 27–36.

    Google Scholar 

  • Wang H J. 2006. Linkage between the Northeast Mongolian precipitation and the northern hemisphere zonal circulation. Advances in Atmospheric Sciences, 23(5): 659–664.

    Google Scholar 

  • Wang L L, Shao X M, Huang L, et al. 2005. Tree-ring characteristics of Larix gmelinii and Pinus sylvestris var. Mongolica and their response to climate in Mohe, China. Acta Phytoecologica Sinica, 29(3): 380–385. (in Chinese)

    Google Scholar 

  • Wang N A, Zhao Q, Li J J, et al. 2003. The sand wedges of the last ice age in the Hexi Corridor, China: paleoclimatic interpretation. Geomorphology, 51(4): 313–320.

    Google Scholar 

  • Wang S W, Zhu J H, Cai J N. 2004. Interdecadal variability of temperature and precipitation in China sinc. 1880). Advances in Atmospheric Sciences, 21(3): 307–313.

    Google Scholar 

  • Wang S W, Wen X Y, Lou Y, et al. 2007. Reconstruction of temperature series of China for the last 1000 years. Chinese Science Bulletin, 52(23): 3272–3280.

    Google Scholar 

  • Wigley T M L, Briffa K R, Jones P D. 1984. On the average value of correlated time series, with applications in dendroclimatology and hydrometeorology. Journal of Applied Meteorology, 23(2): 201–213.

    Google Scholar 

  • Wilson R J S, Luckman B H. 2003. Dendroclimatic reconstruction of maximum summer temperatures from upper treeline sites in Interior British Columbia, Canada. The Holocene, 13(6): 851–861.

    Google Scholar 

  • Wu X D, Shao X M. 1995. Status and prospects of dendrochronological study in Tibetan Plateau. Dendrochronologia, 13: 89–98.

    Google Scholar 

  • Xu J H, Chen Y N, Lu F, et al. 2011. The nonlinear trend of runoff and its response to climate change in the Aksu River, western China. International Journal of Climatology, 31(5): 687–695.

    Google Scholar 

  • Yadav R R, Park W K, Singh J, et al. 2004. Do the western Himalayas defy global warming? Geophysical Research Letters, 31(17): L17201.

    Google Scholar 

  • Yang B, Braeuning A, Johnson K R, et al. 2002. General characteristics of temperature variation in China during the last two millennia. Geophysical Research Letters, 29(9): 38-1–38-4.

  • Yang B, Kang X C, Bräuning A, et al. 2010. A 622-year regional temperature history of southeast Tibet derived from tree rings. The Holocene, 20(2): 181–190.

    Google Scholar 

  • Yang B, Qin C, Bräuning A, et al. 2011. Rainfall history for the Hexi Corridor in the arid northwest China during the past 620 years derived from tree rings. International Journal of Climatology, 31(8): 1166–1176.

    Google Scholar 

  • Yao T D, Qin D H, Xu B Q, et al. 2006. Temperature change over the past millennium recorded in ice cores from the Tibetan Plateau. Advances in Climate Change Research, 2(3): 99–103. (in Chinese)

    Google Scholar 

  • Yuan L. 1994. Disaster and famine history in northwest China. Lanzhou: Gansu People’s Publishing House, 243–320. (in Chinese)

    Google Scholar 

  • Yuan Y J, Shao X M, Wei W S, et al. 2007. The potential to reconstruct Manasi River streamow in the northern Tien Shan Mountains (NW China). Tree-Ring Research, 63(2): 81–93.

    Google Scholar 

  • Zhang Q B, Cheng G D, Yao T D, et al. 2003. A 2326-year tree-ring record of climate variability on the northeastern Qinghai-Tibetan Plateau. Geophysical Research Letters, 30(14): 1739.

    Google Scholar 

  • Zhang Q B, Qiu H Y. 2007. A millennium-long tree-ring chronology of Sabina przewalskii on northeastern Qinghai-Tibetan Plateau. Dendrochronologia, 24(2–3): 91–95.

    Google Scholar 

  • Zhang X L, He X Y, Li J B, et al. 2011. Temperature reconstruction (1750–2008) from Dahurian larch tree-rings in an area subject to permafrost in Inner Mongolia, Northeast China. Climate Research, 47(3): 151–159.

    Google Scholar 

  • Zhang Y, Tian Q H, Gou X H, et al. 2011. Annual precipitation reconstruction since AD 775 based on tree rings from the Qilian Mountains, northwestern China. International Journal of Climatology, 31(3): 371–381.

    Google Scholar 

  • Zhou S Q, Kang S C, Gao T G, et al. 2010. Response of Zhadang Glacier runoff in Nam Co Basin, Tibet, to changes in air temperature and precipitation form. Chinese Science Bulletin, 55(20): 2103–2110.

    Google Scholar 

  • Zhu H F, Zheng Y H, Shao X M, et al. 2008. Millennial temperature reconstruction based on tree-ring widths of Qilian juniper from Wulan, Qinghai Province, China. Chinese Science Bulletin, 53(24): 3914–3920.

    Google Scholar 

  • Zhu H F, Fang X Q, Shao X M, et al. 2009. Tree ring-based February-April temperature reconstruction for Changbai Mountain in Northeast China and its implication for East Asian winter monsoon. Climate of the Past, 5(4): 661–666.

    Google Scholar 

  • Zhu H F, Shao X M, Yin Z Y, et al. 2011. Early summer temperature reconstruction in the eastern Tibetan Plateau since AD 1440 using tree-ring width of Sabina tibetica. Theoretical and Applied Climatology, 106(1–3): 45–53.

    Google Scholar 

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Wang, Y., Feng, Q. & Kang, X. Tree-ring-based reconstruction of temperature variability (1445–2011) for the upper reaches of the Heihe River Basin, Northwest China. J. Arid Land 8, 60–76 (2016). https://doi.org/10.1007/s40333-015-0138-5

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