Multiscale Variability of the River Runoff System in China and Its Long-Term Link to Precipitation and Sea Surface Temperature

Yongkang Xue Department of Geography, University of California, Los Angeles, Los Angeles, California
Department of Atmospheric and Oceanic Sciences, University of California, Los Angeles, Los Angeles, California

Search for other papers by Yongkang Xue in
Current site
Google Scholar
PubMed
Close
,
Jinjun Ji Department of Geography, University of California, Los Angeles, Los Angeles, California
Department of Atmospheric and Oceanic Sciences, University of California, Los Angeles, Los Angeles, California

Search for other papers by Jinjun Ji in
Current site
Google Scholar
PubMed
Close
,
Shufen Sun LASG, Institute of Atmospheric Physics, Beijing, China

Search for other papers by Shufen Sun in
Current site
Google Scholar
PubMed
Close
,
Guoxiong Wu LASG, Institute of Atmospheric Physics, Beijing, China

Search for other papers by Guoxiong Wu in
Current site
Google Scholar
PubMed
Close
,
K-M. Lau NASA GSFC, Greenbelt, Maryland

Search for other papers by K-M. Lau in
Current site
Google Scholar
PubMed
Close
,
Isabelle Poccard Department of Geography, University of California, Los Angeles, Los Angeles, California

Search for other papers by Isabelle Poccard in
Current site
Google Scholar
PubMed
Close
,
Hyun-Suk Kang Department of Geography, University of California, Los Angeles, Los Angeles, California

Search for other papers by Hyun-Suk Kang in
Current site
Google Scholar
PubMed
Close
,
Renhe Zhang Chinese Academy of Meteorological Sciences, Beijing, China

Search for other papers by Renhe Zhang in
Current site
Google Scholar
PubMed
Close
,
John C. Schaake NOAA/NWS, Silver Spring, Maryland

Search for other papers by John C. Schaake in
Current site
Google Scholar
PubMed
Close
,
Jian Yun Zhang Ministry of Hydraulic Engineering and Water Resources, Beijing, China

Search for other papers by Jian Yun Zhang in
Current site
Google Scholar
PubMed
Close
, and
Yanjun Jiao University of Quebec at Montreal, Montreal, Quebec, Canada

Search for other papers by Yanjun Jiao in
Current site
Google Scholar
PubMed
Close
Restricted access

We are aware of a technical issue preventing figures and tables from showing in some newly published articles in the full-text HTML view.
While we are resolving the problem, please use the online PDF version of these articles to view figures and tables.

Abstract

This is an exploratory study to investigate the spatial and temporal characteristics of east China’s (EC) river runoff and their relationship with precipitation and sea surface temperature (SST) at the continental scale. Monthly mean data from 72 runoff stations and 160 precipitation stations in EC, covering a period between 1951 and 1983, are used for this study. The station river runoff data have been spatially interpolated onto 1° grid boxes as runoff depth based on an extracted drainage network. Comparing runoff depth with precipitation shows that seasonal variation in runoff is consistent with the development of the summer monsoon, including the delayed response of runoff in several subregions. The dominant spatial scales and temporal patterns of summer runoff and precipitation are studied with empirical orthogonal function (EOF) analysis and wavelet analyses. The analyses show interannual, biennial, and longer-term variations in the EOF modes. South–north dipole anomaly patterns for the first two runoff EOF’s spatial distributions have been identified. The first/second runoff principal components (PCs) are highly correlated with the second/first precipitation PCs, respectively. The summer runoff’s EOF PCs also show significant correlations with the multivariate El Niño–Southern Oscillation index (MEI) of the summer and winter months, while the summer precipitation PCs do not. Statistic analysis shows that EOF1 of runoff and EOF2 of precipitation are related to El Niño, while EOF2 of runoff and EOF1 of precipitation are related to a dipole SST anomaly over the northwestern Pacific. The interdecadal relationship between summer runoff, precipitation, and SST variability is further studied by singular value decomposition (SVD) analysis. Pronounced warming (SST) and drying (runoff) trends in first SVD PCs have been identified. These SVDs are used to reconstruct a decadal anomaly pattern, which produces flooding in part of the Chang Jiang River basin and dryness in the northern EC, consistent with observations.

Corresponding author address: Yongkang Xue, Department of Geography, University of California, Los Angeles, Los Angeles, CA 90095. Email: yxue@geog.ucla.edu

Abstract

This is an exploratory study to investigate the spatial and temporal characteristics of east China’s (EC) river runoff and their relationship with precipitation and sea surface temperature (SST) at the continental scale. Monthly mean data from 72 runoff stations and 160 precipitation stations in EC, covering a period between 1951 and 1983, are used for this study. The station river runoff data have been spatially interpolated onto 1° grid boxes as runoff depth based on an extracted drainage network. Comparing runoff depth with precipitation shows that seasonal variation in runoff is consistent with the development of the summer monsoon, including the delayed response of runoff in several subregions. The dominant spatial scales and temporal patterns of summer runoff and precipitation are studied with empirical orthogonal function (EOF) analysis and wavelet analyses. The analyses show interannual, biennial, and longer-term variations in the EOF modes. South–north dipole anomaly patterns for the first two runoff EOF’s spatial distributions have been identified. The first/second runoff principal components (PCs) are highly correlated with the second/first precipitation PCs, respectively. The summer runoff’s EOF PCs also show significant correlations with the multivariate El Niño–Southern Oscillation index (MEI) of the summer and winter months, while the summer precipitation PCs do not. Statistic analysis shows that EOF1 of runoff and EOF2 of precipitation are related to El Niño, while EOF2 of runoff and EOF1 of precipitation are related to a dipole SST anomaly over the northwestern Pacific. The interdecadal relationship between summer runoff, precipitation, and SST variability is further studied by singular value decomposition (SVD) analysis. Pronounced warming (SST) and drying (runoff) trends in first SVD PCs have been identified. These SVDs are used to reconstruct a decadal anomaly pattern, which produces flooding in part of the Chang Jiang River basin and dryness in the northern EC, consistent with observations.

Corresponding author address: Yongkang Xue, Department of Geography, University of California, Los Angeles, Los Angeles, CA 90095. Email: yxue@geog.ucla.edu

Save
  • Chen, L., Zhu W. , and Zhou X. , 1998: Studies on climate change in China in recent 45 years. Acta Meteor. Sin., 12 , 117.

  • Derbyshire, E., 1990: Environment: Understanding and transforming the physical environment. Geography of Contemporary China, T. Cannon and A. Jenkins, Eds., Routledge, 80–101.

    • Search Google Scholar
    • Export Citation
  • Doty, B., cited. 1995: The Grid Analysis and Display System (GrADS). User’s guide. [Available online at http://grads.iges.org/grads/grads.html.].

  • Hu, Q., 1997: On the uniqueness of singular value decomposition in meteorological application. J. Climate, 10 , 17621766.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Hulme, M., 1992: A 1951–80 global land precipitation climatology for the evaluation of General Circulation Models. Climate Dyn., 7 , 5772.

  • Institute of Chinese Water Resources and Electric Power, 1989: Application of Chinese Water Resources. (in Chinese). Water Resource and Electric Power Publishing, 226 pp.

    • Search Google Scholar
    • Export Citation
  • Kaylor, R E., 1977: Filtering and decimation of digital time series. Institute of Physical Science and Technology, University of Maryland, College Park, Tech. Rep. BN 850, 14 pp.

  • Knutson, T., and Manabe S. , 1995: Time-mean response over the tropical Pacific to increased CO2 in a coupled ocean-atmosphere model. J. Climate, 8 , 21812199.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Knutson, T., and Manabe S. , 1998: Model assessment of decadal variability and trends in the tropical Pacific Ocean. J. Climate, 11 , 22732296.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Lau, K-M., 1992: East-Asian summer monsoon rainfall variability and climate teleconnection. J. Meteor. Soc. Japan, 70 , 211242.

  • Lau, K-M., and Weng H. , 1999: Interannual, decadal–interdecadal, and global warming signals in sea surface temperature during 1955–97. J. Climate, 12 , 12571267.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Lau, K-M., and Weng H. , 2001: Coherent modes of global SST and summer rainfall over China: An assessment of the regional impacts of the 1997–98 El Niño. J. Climate, 14 , 12941308.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Lau, K M., Kim K-M. , and Yang S. , 2000: Dynamical and boundary forcing characteristics of regional components of the Asian summer monsoon. J. Climate, 13 , 24612482.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Lettenmaier, D P., Wood E F. , and Wallis J R. , 1994: Hydro-climatological trends in the continental United States, 1948–88. J. Climate, 7 , 586607.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Lins, H F., 1985: Streamflow variability in the United States, 1931–78. J. Climate Appl. Meteor., 24 , 463471.

  • Maurer, E P., Wood A W. , Adam J C. , and Lettenmaier D P. , 2002: A long-term hydrologically based dataset of land surface fluxes and states for the conterminous United States. J. Climate, 15 , 32373251.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Newman, M., and Sardeshmukh P D. , 1995: A caveat concerning singular value decomposition. J. Climate, 8 , 352360.

  • Nickum, J E., 1981: Water Management Organization in the People’s Republic of China. M. E. Sharpe, Inc., 269 pp.

  • Nitta, T., and Hu Z Z. , 1996: Summer climate variability in China and its association with 500 hPa height and tropical convection. J. Meteor. Soc. Japan, 74 , 425445.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • North, G R., 1984: Empirical orthogonal functions and normal modes. J. Atmos. Sci., 41 , 879884.

  • North, G R., Bell T. , Cahalan R F. , and Moeng F J. , 1982: Sampling errors in the estimation of empirical orthogonal functions. Mon. Wea. Rev., 110 , 699706.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Oki, T., and Sud Y C. , 1998: Design of Total Runoff Integrating Pathways (TRIP)—A global river channel network. Earth Interactions, 2 , 136. [Available online at http://EarthInteractions.org.].

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Parker, D E., Rayner N Y. , Horton E B. , and Folland C K. , 1999: Development of the Hadley Centre sea ice and sea surface temperature data sets (HadSST). WMO Workshop on Advances in Marine Climatology-CLIMAR99, Vancouver, BC, Canada, Environment Canada, 194–203.

  • Ropelewski, C F., and Halpert M S. , 1987: Global and regional scale precipitation patterns associated with the El Niño-Southern Oscillation. Mon. Wea. Rev., 115 , 16061626.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Simmonds, I., Bi D. , and Yan B. , 1996: Relationships between summer rainfall over China and ocean temperatures in the tropical western Pacific. J. Meteor. Soc. Japan, 74 , 273279.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Storch, H V., and Zwiers F W. , 1999: Statistical Analysis in Climate Research. Cambridge University Press, 484 pp.

  • Technique Team of Preliminary Products of National Water Research, 1981: The preliminary evaluation of Chinese water resources (in Chinese). The Office of Investigation and Division of Water Resources, the Ministry of Water Conservancy, 191 pp.

  • Torrence, C., and Compo G P. , 1998: A practical guide to wavelet analysis. Bull. Amer. Meteor. Soc., 79 , 6178.

  • Trenberth, K E., 1990: Recent observational interdecadal climate changes in the Northern Hemisphere. Bull. Amer. Meteor. Soc., 71 , 988993.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Wallace, J M., Smith C. , and Bretherton C S. , 1992: Singular value decomposition of wintertime sea surface temperature and 500-mb height anomalies. J. Climate, 5 , 561576.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Wang, W-C., and Li K. , 1990: Precipitation fluctuation over semiarid region in northern China and the relationship with El Niño/Southern Oscillation. J. Climate, 3 , 769783.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Weng, H-Y., and Lau K-M. , 1994: Wavelets, period doubling, and time-frequency localization with application to organization of convection over the tropical western Pacific. J. Atmos. Sci., 51 , 25232543.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Weng, H Y., Lau K-M. , and Xue Y K. , 1999: Long term variations of summer rainfall over China and its possible link to global sea-surface temperature variability. J. Meteor. Soc. Japan, 77 , 845857.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Wolter, K., and Timlin M S. , 1993: Monitoring ENSO in LOADS with a seasonally adjusted principal component index. Proc. 17th Climate Diagnostics Workshop, Norman, OK, NOAA, 52–57.

  • Wolter, K., and Timlin M S. , 1998: Measuring the strength of ENSO events: How does 1997/98 rank? Weather, 53 , 315324.

  • World Bank, 2001: China: Air, Land, and Water. The World Bank Press, 149 pp.

  • Xie, P., and Arkin P A. , 1997: Global precipitation: A 17-year monthly analysis based on gauge observations, satellite estimates and numerical model outputs. Bull. Amer. Meteor. Soc., 78 , 25392558.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Xu, S., 1990: Chinese Synthesis Map Sets. Chinese Map Publisher, 190 pp.

  • Xue, Y., 1996: The impact of desertification in the Mongolian and the Inner Mongolian grassland on the regional climate. J. Climate, 9 , 21732189.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Xue, Y., Juang H-M. H. , Li W. , Prince S. , DeFries R. , Jiao Y. , and Vasic R. , 2004: Role of land surface processes in monsoon development: East Asia and West Africa. J. Geophys. Res., 109 .D03105, doi:10.1029/2003JD003556.

    • Search Google Scholar
    • Export Citation
  • Yatagai, A., and Yasunari T. , 1994: Trends and decadal-scale fluctuations of surface air temperature and precipitation over China and Mongolia during the recent 40-year period (1951–1990). J. Meteor. Soc. Japan, 72 , 937957.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Yatagai, A., and Yasunari T. , 1995: Interannual variations of summer precipitation in the arid/semi-arid region in China and Mongolia. J. Meteor. Soc. Japan, 73 , 909923.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Zhang, R., Sumi A. , and Kimoto M. , 1996: Impact of El Niño on the East Asian monsoon: A diagnostic study of the 86/87 and 91/92 events. J. Meteor. Soc. Japan, 74 , 4962.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Zhang, Y., Wallace J M. , and Battisti D S. , 1997: ENSO-like interdecadal variability: 1900–93. J. Climate, 10 , 10041020.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Zhao, S., 1986: Physical Geography of China. John Wiley & Sons, 209 pp.

All Time Past Year Past 30 Days
Abstract Views 0 0 0
Full Text Views 567 390 186
PDF Downloads 190 71 8