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Spatial and temporal variability of precipitation over China, 1951–2005

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Summary

Annual, winter and summer precipitation records for the period 1951–2005 from 160 stations in China were analysed using the rotated empirical orthogonal function (REOF), the Mann–Kendall trend test and the Continuous Wavelet Transform (CTW) method. The REOF method was used to analyse the annual and seasonal variability of precipitation patterns over China, the Mann–Kendall method was used to detect the temporal trend of the rotated principal components time series, and the continuous wavelet method was used to explore the periodicity of precipitation changes. In general, six coherent regions across China are identified using the REOF method: north-east China; the middle and lower Yangtze River basin; the Haihe River and the Liaohe River; north-west China; the middle Yellow River and the South-east Rivers (rivers in south-east China). Continuous wavelet transform results indicate that the significant 2–4 year and 6–9 year bands are the major period components. Precipitation in China is uneven in space and time, and its complex temporal structure and spatial variations are different in each season. The Mann–Kendall test results show that, in general, the middle and the lower sections of the Yangtze River are dominated by increasing annual, summer and winter precipitation. Increasing annual precipitation can be observed in north-west China. Increasing summer precipitation is found in north-east China and the Pearl River basin, and the South-east Rivers are dominated by increasing winter precipitation. The availability of water as a resource is in close association with precipitation changes; therefore, this research will be helpful to watershed-based water resource managers in China.

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References

  • MJ Booij (2005) ArticleTitleImpact of climate change on river flooding assessed with different spatial model resolutions J Hydrol 303 176–198 Occurrence Handle10.1016/j.jhydrol.2004.07.013

    Article  Google Scholar 

  • TA Buishand (1982) ArticleTitleSome methods for testing the homogeneity of rainfall records J Hydrol 58 11–27 Occurrence Handle10.1016/0022-1694(82)90066-X

    Article  Google Scholar 

  • IA Camilloni VR Barros (2003) ArticleTitleExtreme discharge events in the Paraná River and their climate forcing J Hydrol 278 94–106 Occurrence Handle10.1016/S0022-1694(03)00133-1

    Article  Google Scholar 

  • LX Chen YN Shao M Dong ZH Ren GS Tian (1991) ArticleTitlePreliminary analysis of climatic variation during the last 39 years in China Adv Atmos Sci 8 279–288 Occurrence Handle10.1007/BF02919610

    Article  Google Scholar 

  • Y Ding (1994) Monsoons over China Kluwer Academic Publishers Dordrecht 419

    Google Scholar 

  • M Domroes G Peng (1988) The climate of China Springer Berlin Heidelberg New York 361

    Google Scholar 

  • M Domroes M Kaviani D Schaefer (1998) ArticleTitleAn analysis of regional and intra-annual precipitation variability over Iran using multivariate statistical methods Theor Appl Climatol 61 151–159 Occurrence Handle10.1007/s007040050060

    Article  Google Scholar 

  • JM Esteban-Parra FS Rodrigo Y Castro-Diez (1998) ArticleTitleSpatial and temporal patterns of precipitation in Spain for the period 1880–1992 Int J Climatol 18 1557–1574 Occurrence Handle10.1002/(SICI)1097-0088(19981130)18:14<1557::AID-JOC328>3.0.CO;2-J

    Article  Google Scholar 

  • G Gao DL Chen C-Y Xu E Simelton (2007) ArticleTitleTrend of estimated actual evapotranspiration over China during 1960–2002 J Geophys Res – Atmosph 112 D11120 Occurrence Handle10.1029/2006JD008010

    Article  Google Scholar 

  • M Gemmer S Becker T Jiang (2004) ArticleTitleObserved monthly precipitation trends in China 1951–2002 Theor Appl Climatol 77 39–45 Occurrence Handle10.1007/s00704-003-0018-3

    Article  Google Scholar 

  • FW Gerstengarbe PC Werner (1999) ArticleTitleEstimation of the beginning and end of recurrent events within a climate regime Climate Res 11 97–107 Occurrence Handle10.3354/cr011097

    Article  Google Scholar 

  • DY Gong CH Ho (2002) ArticleTitleShift in the summer rainfall over the Yangtze River valley in the late 1970s Geophys Res Lett 29 1436 Occurrence Handle10.1029/2001GL014523

    Article  Google Scholar 

  • A Grinsted JC Moore S Jevrejeva (2004) ArticleTitleApplication of the cross wavelet transform and wavelet coherence to geophysical time series Nonlinear Proc Geophy 11 561–566

    Google Scholar 

  • Haan CT (2002) Statistical methods in hydrology (second Ed.). Blackwell, Iowa State Press

  • DR Helsel RM Hirsch (1992) Statistical methods in water resources SeriesTitleStudies in Environmental Science Elsevier Amsterdam 522

    Google Scholar 

  • R Huang R Zhang Q Zhang (2000) ArticleTitleThe 1997/98 ENSO cycle and its impact on summer climate anomalies in East Asia Adv Atmos Sci 17 348–362 Occurrence Handle10.1007/s00376-000-0028-3

    Article  Google Scholar 

  • InstitutionalAuthorNameIPCC (2007) Climate change 2007: The Physical Science Basis S Solomon D Qin M Manning Z Chen M Marquis KB Averyt M Tanor HL Miller (Eds) Working Group I Contribution to the Intergovernmental Panel on Climate Change Fourth Assessment Report Cambridge University Press Cambridge, UK 996

    Google Scholar 

  • MG Kendall (1975) Rank correlation methods Griffin London, UK

    Google Scholar 

  • KY Kim QG Wu (1999) ArticleTitleA comparison study of EOF techniques: analysis of nonstationary data with periodic statistics J Climate 12 185–199 Occurrence Handle10.1175/1520-0442(1999)012<2076:EBLPAE>2.0.CO;2

    Article  Google Scholar 

  • D Labat Y Goddéris JL Probst JL Guyot (2004) ArticleTitleEvidence for global runoff increase related to climate warming Adv Water Resour 27 631–642 Occurrence Handle10.1016/j.advwatres.2004.02.020

    Article  Google Scholar 

  • X Lana C Serra A Burgueño (2001) ArticleTitlePatterns of monthly rainfall shortage and excess in terms of the standardized precipitation index for Catalonia (NE Spain) Int J Climatol 21 1669–1691 Occurrence Handle10.1002/joc.697

    Article  Google Scholar 

  • B Liu M Xu M Henderson Y Qi (2005) ArticleTitleObserved trends of precipitation amount, frequency, and intensity in China, 1960–2000 J Geophys Res 110 D08103 Occurrence Handle10.1029/2004JD004864

    Article  Google Scholar 

  • A Loukas L Vasiliades NR Dalezios (2002) ArticleTitlePotential climate change impacts on flood producing mechanisms in southern British Columbia, Canada using the CGCMA1 simulation results J Hydrol 259 163–188 Occurrence Handle10.1016/S0022-1694(01)00580-7

    Article  Google Scholar 

  • HB Mann (1945) ArticleTitleNonparametric tests against trend Econometrica 13 245–259 Occurrence Handle10.2307/1907187

    Article  Google Scholar 

  • Mitchell JM, Dzerdzeevskii B, Flohn H, Hofmeyr WL, Lamb HH, Rao KN, Wallén CC (1966) Climate change, WMO Technical Note No. 79, World Meteorological Organization, 79 pp

  • DL Montroy (1997) ArticleTitleLinear relation of central and eastern North American precipitation to tropical Pacific sea surface temperature anomalies J Climate 10 541–558 Occurrence Handle10.1175/1520-0442(1997)010<0541:LROCAE>2.0.CO;2

    Article  Google Scholar 

  • W Qian HS Kang DK Lee (2002) ArticleTitleDistribution of seasonal rainfall in the East Asian monsoon region Theor Appl Climatol 71 151–168 Occurrence Handle10.1007/s00704-002-0679-3

    Article  Google Scholar 

  • GY Ren H Wu ZH Chen (2000) ArticleTitleSpatial patterns of change trend in rainfall of China Quart J Appl Meteor 11 IssueID3 322–330

    Google Scholar 

  • MB Richman (1986) ArticleTitleRotation of principal components J Climatol 6 293–335 Occurrence Handle10.1002/joc.3370060305

    Article  Google Scholar 

  • VL Serrano VL Mateos JA García (1999) ArticleTitleTrend analysis of monthly precipitation over the Iberian Peninsula for the period 1921–1995 Phys Chem Earth (B) 24 IssueID2 85–90

    Google Scholar 

  • AJ Simmons GW Branstator JM Wallace (1983) ArticleTitleBarotropic wave propagation, instability and atmospheric teleconnection patterns J Atmos Sci 40 1363–1392 Occurrence Handle10.1175/1520-0469(1983)040<1363:BWPAIA>2.0.CO;2

    Article  Google Scholar 

  • C Torrence GP Compo (1998) ArticleTitleA practical guide to wavelet analysis Bull Amer Meteor Soc 79 61–78 Occurrence Handle10.1175/1520-0477(1998)079<0061:APGTWA>2.0.CO;2

    Article  Google Scholar 

  • VH von Storch (1995) Misuses of statistical analysis in climate research HV Storch A Navarra (Eds) Analysis of climate variability: application of statistical techniques Springer Berlin 11–26

    Google Scholar 

  • HJ Wang (2001) ArticleTitleThe weakening of the Asian Monsoon circulation after the end of the 1970s Adv Atmos Sci 18 376–386 Occurrence Handle10.1007/BF02919316

    Article  Google Scholar 

  • SW Wang JH Zhu JN Cai (2004) ArticleTitleInterdecadal variability of temperature and precipitation in China since 1880 Adv Atmos Sci 21 307–313 Occurrence Handle10.1007/BF02915560

    Article  Google Scholar 

  • SY Wang R Mcgrath T Semmler C Sweeney (2006) ArticleTitleValidation of simulated precipitation patterns over Ireland for the period 1961–2000 Int J Climatol 26 251–266 Occurrence Handle10.1002/joc.1246

    Article  Google Scholar 

  • PJ Webster VO Magana TN Palmer J Shukla RA Tomas M Yanai T Yasunari (1998) ArticleTitleMonsoons: processes, predictability, and the prospects for prediction J Geophys Res 103 14451–14510 Occurrence Handle10.1029/97JC02719

    Article  Google Scholar 

  • C-Y Xu VP Singh (2004) ArticleTitleReview on regional water resources assessment models under stationary and changing climate Water Resour Manag 18 591–612 Occurrence Handle10.1007/s11269-004-9130-0

    Article  Google Scholar 

  • FL Yang KM Lau (2004) ArticleTitleTrend and variability of China precipitation in spring and summer: linkage to sea-surface temperatures Int J Climatol 24 1625–1644 Occurrence Handle10.1002/joc.1094

    Article  Google Scholar 

  • A Yatagai T Yasunari (1995) ArticleTitleInterannal variations of summer precipitation in the arid/semi-arid regions in China and Mongolia: Their regionality and relation to the Asian summer monsoon J Meteor Soc Jpn 73 909–923

    Google Scholar 

  • S Yue CY Wang (2004) ArticleTitleThe Mann-Kendall test modified by effective sample size to detect trend in serially correlated hydrological series Water Resour Manag 18 201–218 Occurrence Handle10.1023/B:WARM.0000043140.61082.60

    Article  Google Scholar 

  • S Yue P Pilon B Phinney G Cavadias (2002) ArticleTitleThe influence of autocorrelation on the ability to detect trend in hydrological series Hydrol Process 16 1807–1829 Occurrence Handle10.1002/hyp.1095

    Article  Google Scholar 

  • PM Zhai A Sun F Ren X Liu B Gao Q Zhang (1999a) ArticleTitleChanges of climate extremes in China Clim Change 42 203–218 Occurrence Handle10.1023/A:1005428602279

    Article  Google Scholar 

  • PM Zhai FM Ren Q Zhang (1999b) ArticleTitleDetection of trends in China’s precipitation extremes Acta Meteor Sinica 57 208–216

    Google Scholar 

  • PM Zhai XB Zhang H Wan XH Pan (2005) ArticleTitleTrends in total precipitation and frequency of daily precipitation extremes over China J Climate 18 1096–1108 Occurrence Handle10.1175/JCLI-3318.1

    Article  Google Scholar 

  • Q Zhang M Gemmer JQ Chen (2007) ArticleTitleFlood/drought changes during past 1000 years in the Yangtze Delta region and possible connections with Tibetan climatic changes Global Planet Change 57 213–221 Occurrence Handle10.1016/j.gloplacha.2006.11.010

    Article  Google Scholar 

  • Q Zhang CL Liu C-Y Xu Y-P Xu T Jiang (2006a) ArticleTitleObserved trends of annual maximum water level and streamflow during past 130 years in the Yangtze River basin, China J Hydrol 324 255–265 Occurrence Handle10.1016/j.jhydrol.2005.09.023

    Article  Google Scholar 

  • Q Zhang C-Y Xu S Becker T Jiang (2006b) ArticleTitleSediment and runoff changes in the Yangtze River basin during past 50 years J Hydrol 331 511–523 Occurrence Handle10.1016/j.jhydrol.2006.05.036

    Article  Google Scholar 

  • ZG Zhao L Xu (2002) ArticleTitlePotential impact on El Niño events on the circulation and climate variation in China Wea Climate 1 109–118

    Google Scholar 

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Authors and Affiliations

  1. Department of Geography and Resources Management, Institute of Space and Earth Information Science, The Chinese University of Hong Kong, Hong Kong, China

    Q. Zhang, Y. D. Chen & C.-L. Liu

  2. Chinese Academy of Sciences, Nanjing Institute of Geography and Limnology, Nanjing, China

    Q. Zhang

  3. Laboratory for Climate Studies, National Climate Center, China Meteorological Administration, Beijing, China

    Q. Zhang

  4. Department of Geosciences, University of Oslo, Oslo, Norway

    C.-Y. Xu

  5. Jiangsu Key Laboratory of Forestry Ecological Engineering, Nanjing Forestry University, Nanjing, China

    Z. Zhang

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  1. Q. Zhang
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  2. C.-Y. Xu
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  3. Z. Zhang
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  4. Y. D. Chen
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  5. C.-L. Liu
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Correspondence to Q. Zhang.

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Correspondence: Dr. Qiang Zhang, Department of Geography and Resource Management, The Chinese University of Hong Kong, Shatin, NT, Hong Kong, China

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Zhang, Q., Xu, CY., Zhang, Z. et al. Spatial and temporal variability of precipitation over China, 1951–2005. Theor Appl Climatol 95, 53–68 (2009). https://doi.org/10.1007/s00704-007-0375-4

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