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Annual to multidecadal climate modes linking precipitation of the northern and southern slopes of the Tianshan Mts

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Abstract

Precipitation in the Tianshan Mts is one of the main sources of subsurface and surface water in arid Xinjiang, China. Precipitation on the northern slope is significantly larger than that on the southern slope in the Tianshan Mts (i.e., annual average precipitation from 1951 to 2017 was 143 and 75 mm on the northern and southern slopes, respectively). The spatial distribution characteristics of precipitation largely influence the regional ecological environment and sustainable economic development. For better understanding the spatial difference of precipitation and the relations with climate modes in Tianshan Mts, this project selected Indian summer monsoon (ISM), El Niño–Southern Oscillation (ENSO), and Pacific Decadal Oscillation (PDO), which represent annual, interannual, and multidecadal climate modes, respectively, to investigate the relations between the climate modes and precipitation on the northern and southern slopes of Tianshan Mts. The linkages of the climate modes to precipitation of the northern and southern slopes were investigated by ensemble empirical mode decomposition (EEMD) and wavelet coherence analysis. The results show that these three climate modes are positively correlated with precipitation over entire Tianshan Mts. At annual scale, ISM strongly and almost equally affects precipitation on the northern and southern slopes. At interannual scales, ENSO mainly affects the precipitation of the northern slope, which is the major factor causing precipitation larger on the north than that on the south. At multidecadal scale, the effects of PDO on precipitation of northern and southern slopes are ambiguous.

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References

  • Bai L, Li LH, Shi CX, Liu T, Meng XY, Yang YF (2017) An overview of precipitation characteristics and its research progress in Tianshan Mountains, China. J N Chn Univ of Water Resour Elec Pwr 38(5):1187–1196

    Google Scholar 

  • Blumer FP (1990) Investigations of the precipitation conditions in the central part of the Tianshan mountains. In Kovar, Karel. Hydrology, water resources and ecology in headwaters

  • Brabets TP, Walvoord MA (2009) Trends in streamflow in the Yukon River Basin from 1944 to 2005 and the influence of the Pacific Decadal Oscillation. J Hydrol 371:108–119

    Article  Google Scholar 

  • Chang XY, Wang BB, Yan Y, Hao YH, Zhang M (2018) Characterizing effects of monsoons and climate teleconnections on precipitation in China using wavelet coherence and global coherence. Clim Dyn 52(9):5213–5228

    Google Scholar 

  • Chen X, Luo G, Xia J, Zhou K, Lou S, Ye M (2005) Ecological response to the climate change on the northern slope of the Tianshan Mountains in Xinjiang. Sci China Ser D 48(6):765–777

    Article  Google Scholar 

  • Chen FH, Huang W, Jin LY, Chen JH, Wang JS (2011) Spatiotemporal precipitation variations in the arid Central Asia in the context of global warming. Sci China Earth Sci 54(12):1812–1821

    Article  Google Scholar 

  • Ding Y (1992) Summer monsoon rainfalls in China. J Meteorol Soc Jpn 70(1):373–396

    Article  Google Scholar 

  • Fan XW, Liu HL, Chen X, Wang L (2019) Effect of sunny/shady slopes on phases of precipitation in China’s Tianshan Mountains. Pol J Environ Stud 28(3):1651–1663

    Article  Google Scholar 

  • Guo LP, Li LH (2015) Variation of the proportion of precipitation occurring as snow in the Tian Shan Mountains, China. Int J Climatol 35:1379–1393

    Article  Google Scholar 

  • Guo QY, Wang JQ (1988) A comparative study on summer monsoon in China and India. J Trop Meteorol 4(1):53–60 (in Chinese)

    Google Scholar 

  • Han TD, Ding YJ, Ye BS, Xie CW (2004) Precipitation variations on the southern and northern slopes of the Tianger range in Tianshan Mountains. J Glaciol Geocryol 26(6):761–766 (in Chinese)

    Google Scholar 

  • Hanson RT, Newhouse MW, Dettinger MD (2004) A methodology to assess relations between climatic variability and variations in hydrologic time series in the southwestern United States. J Hydrol 287:252–269

    Article  Google Scholar 

  • Hawinkel P, Swinnen E, Lhermitte S, Verbist B, Orshoven JV, Muys B (2015) A time series processing tool to extract climate-driven interannual vegetation dynamics using ensemble empirical mode decomposition (EEMD). Remote Sens Environ 169:375–389

    Article  Google Scholar 

  • Huang R, Wu Y (1989) The influence of ENSO on the summer climate change in China and its mechanism. Adv Atmos Sci 6(1):21–32

    Article  Google Scholar 

  • Huang NE, Shen Z, Long SR, Wu MC, Shih HH, Zheng Q, Yen NC, Chi CT, Liu HH (1998) The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis. Proc R Soc Lond 454:903–995

    Article  Google Scholar 

  • Ji X, Chen YF (2012) Characterizing spatial patterns of precipitation based on corrected TRMM 3B43 data over the mid Tianshan Mountains of China. J Mt Sci-Engl 9:628–645

    Article  Google Scholar 

  • Jia YQ, Zhang B (2019) Relationship of dry-wet climate changes in northern China in the past 57 years with Pacific Decadal Oscillation. Acta Pedol Sin (in Chinese)

  • Jiang F, Yang Y (2004) Potential links of flood and drought disasters in Xinjiang to some larger-scale climatic driving forces. Arid Land Geogr 27(2):148–153 (in Chinese)

    Google Scholar 

  • Jiang R, Wang Y, Xie J, Zhao Y, Li F, Wang X. (2019) Multiscale characteristics of Jing-Jin-Ji’s seasonal precipitation and their teleconnection with large-scale climate indices Theor Appl Climatol 137(1–2): 1495–1513. https://doi.org/10.1007/s00704-018-2682-3

  • Kripalani RH, Singh SV (1993) Large-scale aspects of India–China summer monsoon rainfall. Adv Atmos Sci 10(1):71–84

    Article  Google Scholar 

  • Kuss AJM, Gurdak JJ (2014) Groundwater level response in U.S. principal aquifers to ENSO, NAO, PDO, and AMO. J Hydrol 519:1939–1952

    Article  Google Scholar 

  • Lan YC, Wu SF, Zhong YJ, Han P, Zhao Q (2007) Characteristics and trends of changes on water cycle factors in the Tianshan Mountainous area since 1960s. J Mt Sci 23(2):177–183 (in Chinese)

    Google Scholar 

  • Li Y, Li D (2004) Effects of ENSO cycle on the summer climate anomaly over northwest China. Plat Met 23(6):930–935 (in Chinese)

    Google Scholar 

  • Li BF, Chen YN, Chen ZS, Xiong HG, Lian LS (2016) Why does precipitation in northwest China show a significant increasing trend from 1960 to 2010? Atmos Res 167:275–284

    Article  Google Scholar 

  • Liu YY, Ding YH (2008) Analysis and numerical simulation of the teleconnection between Indian summer monsoon and precipitation in North China. Acta Meteorol Sin 66:789–779

    Google Scholar 

  • Liu R, Yang Q (2008) Wavelet analysis of the rainy season precipitation in Xinjiang and its response relations with ENSO. De Oas Met 2(5):15–19 (in Chinese)

    Google Scholar 

  • Liu YC, Jiao KQ, Zhao K, Liu Y, Han TD, Zhong Y, Shen YP, Hao YH (2017) The response of precipitation to global climate change in the Tianshan Mountains, China. J Glaciol Geocryol 39(4):748–759

    Google Scholar 

  • Lu B, Li HY, Wu J, Zhang TX, Liu J, Liu B, Chen Y (2019) Impact of El Niño and southern oscillation on the summer precipitation over Northwest China. Atmos Sci Lett 20(8):1–8

    Article  Google Scholar 

  • Lynn PA (1992) Describing random sequences, Digital Signals, Processors and Noise, pp 127–155

  • McCabe GJ, Palecki MA, Betancourt JL (2004) Pacific and Atlantic Ocean influences on multidecadal drought frequency in the United States. Proc Natl Acad Sci 101(12):4136–4141

    Article  Google Scholar 

  • Park J, Kim HC, Jo YH, Kidwell A, Hwang J (2018) Multi-temporal variation of the Ross Sea Polynya in response to climate forcings. Polar Res 37:1444891

    Article  Google Scholar 

  • Partal T, Kucuk M (2006) Long-term trend analysis using discrete wavelet components of annual precipitation measurements in Marmara region (Turkey). Phys Chem Earth 31(18):1189–1200

    Article  Google Scholar 

  • Peel MC, Srikanthan R, McMahon TA, Karoly DJ (2011) Ensemble empirical mode decomposition of monthly climatic indices relevant to Australian hydroclimatology. 19th international congress on Modelling and simulation, Perth, Australia, 12–16 December 2011

  • Schulte JA, Najjar RG, Li M (2016) The influence of climate modes on streamflow in the Mid-Atlantic region of the United States. J Hydrol: Reg Stud 5:80–99

    Google Scholar 

  • Shi F, Yang B, von Gunten L, Qin C, Wang Z (2012) Ensemble empirical mode decomposition for tree-ring climate reconstructions. Theor Appl Climatol 109(1–2):233–243. https://doi.org/10.1007/s00704-011-0576-8

    Article  Google Scholar 

  • Sorg A, Bolch T, Stoffel M, Solomina O, Beniston M (2012) Climate change impacts on glaciers and runoff in Tien Shan (Central Asia). Nat Clim Chang 2:725–731

    Article  Google Scholar 

  • Torrence C, Compo GP (1998) A practical guide to wavelet analysis. B Am Meteorol Soc 79(1):61–78

    Article  Google Scholar 

  • Torrence C, Webster PJ (1999) Interdecadal changes in the ENSO–monsoon system. J Clim 12(8):2679–2710

    Article  Google Scholar 

  • Velasco EM, Gurdak JJ, Dickinson JE, Ferré TPA, Corona CR (2017) Interannual to multidecadal climate forcings on groundwater resources of the U.S. West Coast. J Hydrol: Reg Stud 11:250–265

    Google Scholar 

  • Vladimir B, Elena MA (1997) Climatic and hydrologic changes in the Tien Shan, Central Asia. J Clim 10(6):1393–1404

    Article  Google Scholar 

  • Wang S, Zhang M, Sun M, Wang B, Li X (2013) Changes in precipitation extremes in alpine areas of the Chinese Tianshan Mountains, Central Asia, 1961–2011. Quat Int 311:97–107

    Article  Google Scholar 

  • Wang CF, Zhang XF, Zhang GB, Wang Y, Sun XN (2015) Phase delay estimator based on coherency wavelet transform. Cmp Engr Aps 51(6):212–216 (in Chinese)

    Google Scholar 

  • Wei XJ, Chen Y (2002) The response relationship of the rainy season precipitation in northern Xinjiang to ENSO. Pg Geophs 17(4):753–759 (in Chinese)

    Google Scholar 

  • Wu RG (2017) Relationship between Indian and East Asian summer rainfall variations. Adv Atmos Sci 34:4–15

    Article  Google Scholar 

  • Wu Z, Huang NE (2009) Ensemble empirical mode decomposition: a noise-assisted data analysis method. Adv Data Anal Classi 1(1):1–41

    Article  Google Scholar 

  • Xu G, Liu X, Qin D, Chen T, Wang W, Wu G, Sun W, An W, Zeng X (2014) Tree-ring δ18O evidence for the drought history of eastern Tianshan Mountains, northwest China since 1700 AD. Int J Climatol 34:3336–3347

    Article  Google Scholar 

  • Yang LM, Zhang QY (2008) Effects of the North Atlantic oscillation on the summer rainfall anomalies in Xinjiang. Chin J Atmos Sci 32(5):1187–1196 (in Chinese)

    Google Scholar 

  • Yang Y, Chen Y, Wang M, Sun H (2017) Reconstruction and analysis of the past five centuries of streamflow on northern slopes on Tianshan Mountains in Northern Xinjiang, China. Theor Appl Climatol 129(1–2):177–184. https://doi.org/10.1007/s00704-016-1772-3

    Article  Google Scholar 

  • Yu Y, Zhang H, Singh VP (2018) Forward prediction of runoff data in data-scarce basins with an improved ensemble empirical mode decomposition (EEMD) model. Water 10(4):388

    Article  Google Scholar 

  • Zhang QY, Lv JM, Yang LM, Wei J, Peng JB (2007) The interdecadal variation of precipitation pattern over China during summer and its relationship with the atmospheric internal dynamic processes and extra-forcing factors. Chin J Atmos Sci 31(6):1290–1300 (in Chinese)

    Google Scholar 

  • Zhang Q, Singh VP, Li J, Jiang F, Bai Y (2012a) Spatio-temporal variations of precipitation extremes in Xinjiang, China. J Hydrol 434:7–18

    Article  Google Scholar 

  • Zhang Q, Li J, Singh VP, Xu C, Bai Y (2012b) Changing structure of the precipitation process during 1960–2005 in Xinjiang, China. Theor Appl Climatol 110(1–2):229–244. https://doi.org/10.1007/s00704-012-0611-4

    Article  Google Scholar 

  • Zhang ZY, He XL, Liu L, Li ZQ, Wang PY (2015) Spatial distribution of rainfall simulation and the cause analysis in China’s Tianshan Mountains area. Adv Water Sci 26(4):500–508 (in Chinese)

    Google Scholar 

  • Zhong Y, Wang BB, Zou CB, Hu BX, Liu YL, Hao YH (2017) On the teleconnection patterns to precipitation in the eastern Tianshan Mountains, China. Clim Dyn 49(9):3123–3139

    Article  Google Scholar 

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Acknowledgments

Our thanks are extended to the China Meteorological Data Sharing Service System (http://data.cma.cn/) for providing precipitation data of Tianshan Mts, the International Pacific Research Center at the University of Hawaii, Honolulu, USA (http://apdrc.soest.hawaii.edu/projects/monsoon/), for providing ISM data, the Climate Prediction Center of NOAA, USA (http://www.cpc.ncep.noaa.gov/), for providing ENSO data, and the Joint Institute of the Study of the Atmosphere and Ocean of the University of Washington, Seattle, USA (http://jisao.washington.edu/pdo/PDO.latest), providing PDO data. The authors sincerely thank the anonymous reviewers for their detailed and constructive comments to improve the quality of this manuscript.

Funding

This work is partially supported by the Natural Science Foundation of Tianjin, China 18JCZDJC39500, Program for Innovative Research Team in Universities of Tianjin TD13-5078, and the National Natural Science Foundation of China 41272245, 40972165, and 40572150.

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Correspondence to Yonghong Hao.

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Highlights

• Precipitation on the northern slope is significantly larger than that on the southern slope in the Tianshan Mts.

• Precipitation data of northern and southern slopes of Tianshan Mts were decomposed by ensemble empirical mode decomposition (EEMD), and then grouped and reconstructed as quasi-periodic signals of annual, interannual, and multidecadal scales.

• Wavelet coherence and lag correlation were analyzed between reconstructed precipitation and climate modes (ISM, ENSO, PDO).

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An, L., Hao, Y., Yeh, TC.J. et al. Annual to multidecadal climate modes linking precipitation of the northern and southern slopes of the Tianshan Mts. Theor Appl Climatol 140, 453–465 (2020). https://doi.org/10.1007/s00704-020-03100-y

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  • DOI: https://doi.org/10.1007/s00704-020-03100-y

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