Improving Seasonal Predictions of Climate Variability and Water Availability at the Catchment Scale

Matthew B. Switanek Department of Hydrology and Water Resources, The University of Arizona, Tucson, Arizona

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Peter A. Troch Department of Hydrology and Water Resources, The University of Arizona, Tucson, Arizona

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Christopher L. Castro Department of Atmospheric Sciences, The University of Arizona, Tucson, Arizona

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Abstract

In a water-stressed region, such as the southwestern United States, it is essential to improve current seasonal hydroclimatic predictions. Typically, seasonal hydroclimatic predictions have been conditioned by standard climate indices, for example, Niño-3 and Pacific decadal oscillation (PDO). In this work, the statistically unique relationships between sea surface temperatures (SSTs) and particular basins’ hydroclimates are explored. The regions where global SSTs are most correlated with the Little Colorado River and Gunnison River basins’ hydroclimates are located throughout the year and at varying time lags. The SSTs, from these regions of highest correlation, are subsequently used as hydroclimatic predictors for the two basins. This methodology, named basin-specific climate prediction (BSCP), is further used to perform hindcasts. The hydroclimatic hindcasts obtained using BSCP are shown to be closer to the historical record, for both basins, than using the standard climate indices as predictors.

Corresponding author address: M. B. Switanek, Department of Hydrology and Water Resources, The University of Arizona, 1133 E. James E. Rogers Way, Rm. 320A, Tucson, AZ 85721. Email: mbswitan@email.arizona.edu

Abstract

In a water-stressed region, such as the southwestern United States, it is essential to improve current seasonal hydroclimatic predictions. Typically, seasonal hydroclimatic predictions have been conditioned by standard climate indices, for example, Niño-3 and Pacific decadal oscillation (PDO). In this work, the statistically unique relationships between sea surface temperatures (SSTs) and particular basins’ hydroclimates are explored. The regions where global SSTs are most correlated with the Little Colorado River and Gunnison River basins’ hydroclimates are located throughout the year and at varying time lags. The SSTs, from these regions of highest correlation, are subsequently used as hydroclimatic predictors for the two basins. This methodology, named basin-specific climate prediction (BSCP), is further used to perform hindcasts. The hydroclimatic hindcasts obtained using BSCP are shown to be closer to the historical record, for both basins, than using the standard climate indices as predictors.

Corresponding author address: M. B. Switanek, Department of Hydrology and Water Resources, The University of Arizona, 1133 E. James E. Rogers Way, Rm. 320A, Tucson, AZ 85721. Email: mbswitan@email.arizona.edu

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  • Abramovitz, M., and Stegun I. A. , 1972: Handbook of Mathematical Functions. 9th ed. Dover, 1046 pp.

  • Barnett, T. P., Adam J. C. , and Lettenmaier D. P. , 2005: Potential impacts of a warming climate on water availability in snow-dominated regions. Nature, 438 , 303309.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Barnett, T. P., and Coauthors, 2008: Human-induced changes in the hydrology of the western United States. Science, 319 , 10801083.

  • Cayan, D. R., Redmond K. T. , and Riddle L. G. , 1999: ENSO and hydrologic extremes in the western United States. J. Climate, 12 , 28812893.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Christensen, N. S., and Lettenmaier D. P. , 2007: A multimodel ensemble approach to climate change impacts on the hydrology and water resources of the Colorado River Basin. Hydrol. Earth Syst. Sci., 11 , 14171434.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Christensen, N. S., Wood A. W. , Voisin N. , Lettenmaier D. P. , and Palmer R. N. , 2004: Effects of climate change on the hydrology and water resources of the Colorado basin. Climatic Change, 62 , 337363.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Dettinger, M. D., and Cayan D. R. , 1995: Large-scale atmospheric forcing of recent trends toward early snowmelt runoff in California. J. Climate, 8 , 606623.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Enfield, D. B., Mestas-Nuñez A. M. , and Trimble P. J. , 2001: The Atlantic multidecadal oscillation and its relation to rainfall and river flows in the continental U.S. Geophys. Res. Lett., 28 , 20772080.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Gochis, D. J., Brito-Castillo L. , and Shuttleworth W. J. , 2007: Correlations between sea-surface temperatures and warm season streamflow in northwest mexico. Int. J. Climatol., 27 , 883901.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Grantz, K., Rajagopalan B. , Clark M. , and Zagona E. , 2005: A technique for incorporating large-scale climate information in basin-scale ensemble streamflow forecasts. Water Resour. Res., 41 , W10410. doi:10.1029/2004WR003467.

    • Search Google Scholar
    • Export Citation
  • Higgins, R. W., Leetmaa Y. X. , and Barnston A. , 2000: Dominant factors influencing the seasonal predictability of U.S. precipitation and surface air temperature. J. Climate, 13 , 39944017.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Hoerling, M., and Eischeid J. , 2007: Past peak water in the Southwest. Southwest Hydrol., 6 , 1819.

  • Jones, P. D., New M. , Parker D. E. , Martin S. , and Rigor I. G. , 1999: Surface air temperature and its changes over the past 150 years. Rev. Geophys., 32 , 173199.

    • Search Google Scholar
    • Export Citation
  • Kim, T. W., Valdés J. B. , Nijssen B. , and Roncayolo D. , 2005: Quantification of linkages between large-scale climatic patterns and precipitation in the Colorado River Basin. J. Hydrol., 321 , 173186.

    • Search Google Scholar
    • Export Citation
  • Kutzbach, J. E., 1970: Large-scale features of monthly mean Northern Hemisphere anomaly maps of sea-level pressure. Mon. Wea. Rev., 98 , 708716.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Mantua, N. J., Hare S. R. , Zhang Y. , Wallace J. M. , and Francis R. C. , 1997: A Pacific interdecadal climate oscillation with impacts on salmon production. Bull. Amer. Meteor. Soc., 78 , 10691079.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Maurer, E. P., Wood A. W. , Adam J. C. , Lettenmaier D. P. , and Nijssen B. , 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
  • McCabe, G. J., and Dettinger M. D. , 1999: Decadal variations in the strength of ENSO teleconnections with precipitation in the western United States. Int. J. Climatol., 19 , 13991410.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • McCabe, G. J., and Wolock D. M. , 2007: Warming may create substantial water supply shortages in the Colorado River basin. Geophys. Res. Lett., 34 , L22708. doi:10.1029/2007GL031764.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • McKee, T. B., Doesken N. J. , and Kleist J. , 1993: The relationship of drought frequency and duration to time scales. Preprints, Eighth Conf. on Applied Climatology, Anaheim, CA, Amer. Meteor. Soc., 179–184.

    • Search Google Scholar
    • Export Citation
  • McLachlan, G., and Peel D. , 2000: Finite Mixture Models. John Wiley & Sons, 419 pp.

  • Milly, P. C. D., Dunne K. A. , and Vecchia A. V. , 2005: Global pattern of trends in streamflow and water availability in a changing climate. Nature, 438 , 347350.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Milly, P. C. D., Betancourt J. , Falkenmark M. , Hirsch R. M. , Kundzewicz Z. W. , Lettenmaier D. P. , and Stouffer R. J. , 2008: Stationarity is dead: Whither water management? Science, 319 , 573574.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Moron, V., Vautard R. , and Ghil M. , 1998: Trends, interdecadal and interannual oscillations in global sea-surface temperatures. Climate Dyn., 14 , 545569.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Namias, J., 1969: Seasonal interactions between North Pacific Ocean and the atmosphere during the 1960’s. Mon. Wea. Rev., 97 , 173192.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Namias, J., 1974: Longevity of a coupled air–sea–continent system. Mon. Wea. Rev., 102 , 638648.

  • Namias, J., 1978: Multiple causes of the North American abnormal winter 1976–1977. Mon. Wea. Rev., 106 , 279295.

  • Namias, J., and Cayan D. R. , 1984: El Niño: Implications for forecasting. Oceanus, 27 , 4147.

  • Nicholls, N., 1980: Long-range weather forecasting: Value, status, and prospects. Rev. Geophys., 18 , 771788.

  • O’Lenic, E. A., Unger D. A. , Halpert M. S. , and Pelman K. S. , 2008: Developments in operational long-range climate prediction at CPC. Wea. Forecasting, 23 , 496515.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Piechota, T. C., Dracup J. A. , and Fovell R. G. , 1997: Western US streamflow and atmospheric circulation patterns during El Niño-Southern Oscillation. J. Hydrol., 201 , 249271.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Redmond, K. T., and Koch R. W. , 1991: Surface climate and streamflow variability in the western United States and their relationship to large-scale circulation indices. Water Resour. Res., 27 , 23812399.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Ropelewski, C. F., and Halpert M. S. , 1996: Quantifying Southern Oscillation precipitation relationships. J. Climate, 9 , 10431059.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Rucong, Y., Minghua Z. , Yongqiang Y. , and Yimin L. , 2001: Summer monsoon rainfalls over mid-eastern China lagged correlated with global SSTs. Adv. Atmos. Sci., 18 , 179196.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Stott, P. A., Tett S. F. , Jones G. S. , Allen M. R. , Mitchell J. F. , and Jenkins G. J. , 2000: External control of 20th century temperature by natural and anthropogenic forcings. Science, 290 , 21332137.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Tootle, G. A., and Piechota T. C. , 2006: Relationships between Pacific and Atlantic ocean sea surface temperatures and U.S. streamflow variability. Water Resour. Res., 42 , W07411. doi:10.1029/2005WR004184.

    • Search Google Scholar
    • Export Citation
  • Trenberth, K. E., 1997: The definition of El Niño. Bull. Amer. Meteor. Soc., 78 , 27712777.

  • Troch, P. A., Durcik M. , Seneviratne S. , Hirschi M. , Tueling A. , Hurkmans R. , and Hasan S. , 2007: New data sets to estimate terrestrial water storage change. Eos, Trans. Amer. Geophys. Union, 88 .doi:10.1029/2007EO450001.

    • Search Google Scholar
    • Export Citation
  • Wójcik, R., Troch P. A. , Stricker H. , Torfs P. , Wood E. , Su H. , and Su Z. , 2006: Mixtures of Gaussians for uncertainty description in bivariate latent heat flux proxies. J. Hydrometeor., 7 , 330345.

    • Crossref
    • Search Google Scholar
    • Export Citation
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