Spatiotemporal Structure of Precipitation Related to Tropical Moisture Exports over the Eastern United States and Its Relation to Climate Teleconnections

Scott Steinschneider Department of Earth and Environmental Engineering, Columbia University, New York, New York

Search for other papers by Scott Steinschneider in
Current site
Google Scholar
PubMed
Close
and
Upmanu Lall Department of Earth and Environmental Engineering, Columbia University, New York, New York

Search for other papers by Upmanu Lall in
Current site
Google Scholar
PubMed
Close
Restricted access

Abstract

Tropical moisture exports (TMEs) may play an important role in extreme precipitation. An analysis of the spatiotemporal structure of precipitation associated with TMEs for the eastern United States at seasonal and daily time scales is presented. TME-based precipitation is characterized based on the change in specific humidity along TME tracks delineated in a Lagrangian analysis of the ERA-Interim dataset. The empirical orthogonal functions (EOFs) of seasonal TME-based precipitation are analyzed separately for each season to identify the dominant modes of interannual variability. Loading patterns for the first EOF show a distinct seasonal cycle in the core region of TME-based precipitation across the eastern United States, while the second EOF describes a northwest–southeast oscillation in the center of TME-induced precipitation occurrence. The EOFs for TMEs are compared against EOFs of gauged flood count data, which exhibit similar spatial structures. Correlations between TME EOFs, geopotential heights, and sea surface temperatures suggest a strong connection between TME-based precipitation, the Pacific–North American (PNA) pattern, Pacific decadal oscillation (PDO), and the Intra-Americas Sea patterns for much of the calendar year. Daily TME-based and total precipitation is projected onto the leading seasonal EOFs to examine the characteristics of upper-quantile daily events. The daily analysis suggests that the PNA can potentially provide information regarding heavy TME-based precipitation at a lead time of 1–10 days or more in most seasons and total precipitation in the winter. The potential for subseasonal, seasonal, and decadal forecasts or conditional simulations of precipitation in the study region is discussed.

Corresponding author address: Scott Steinschneider, Department of Earth and Environmental Engineering, Columbia University, 500 W. 120th St., New York, NY 10027. E-mail: scottsteinschneider@gmail.com; ula2@columbia.edu

Abstract

Tropical moisture exports (TMEs) may play an important role in extreme precipitation. An analysis of the spatiotemporal structure of precipitation associated with TMEs for the eastern United States at seasonal and daily time scales is presented. TME-based precipitation is characterized based on the change in specific humidity along TME tracks delineated in a Lagrangian analysis of the ERA-Interim dataset. The empirical orthogonal functions (EOFs) of seasonal TME-based precipitation are analyzed separately for each season to identify the dominant modes of interannual variability. Loading patterns for the first EOF show a distinct seasonal cycle in the core region of TME-based precipitation across the eastern United States, while the second EOF describes a northwest–southeast oscillation in the center of TME-induced precipitation occurrence. The EOFs for TMEs are compared against EOFs of gauged flood count data, which exhibit similar spatial structures. Correlations between TME EOFs, geopotential heights, and sea surface temperatures suggest a strong connection between TME-based precipitation, the Pacific–North American (PNA) pattern, Pacific decadal oscillation (PDO), and the Intra-Americas Sea patterns for much of the calendar year. Daily TME-based and total precipitation is projected onto the leading seasonal EOFs to examine the characteristics of upper-quantile daily events. The daily analysis suggests that the PNA can potentially provide information regarding heavy TME-based precipitation at a lead time of 1–10 days or more in most seasons and total precipitation in the winter. The potential for subseasonal, seasonal, and decadal forecasts or conditional simulations of precipitation in the study region is discussed.

Corresponding author address: Scott Steinschneider, Department of Earth and Environmental Engineering, Columbia University, 500 W. 120th St., New York, NY 10027. E-mail: scottsteinschneider@gmail.com; ula2@columbia.edu
Save
  • Alexander, M. A., Scott J. D. , Swales D. , Hughes M. , Mahoney K. , and Smith C. A. , 2015: Moisture pathways into the U.S. Intermountain West associated with heavy winter precipitation events. J. Hydrometeor., 16, 11841206, doi:10.1175/JHM-D-14-0139.1.

    • Search Google Scholar
    • Export Citation
  • Backes, T. M., Kaplan M. L. , Schumer R. , and Mejia J. F. , 2015: A climatology of the vertical structure of water vapor transport to the Sierra Nevada in cool season atmospheric river precipitation events. J. Hydrometeor., 16, 10291047, doi:10.1175/JHM-D-14-0077.1.

    • Search Google Scholar
    • Export Citation
  • Barnston, A. G., and Livezey R. E. , 1987: Classification, seasonality and persistence of low-frequency atmospheric circulation patterns. Mon. Wea. Rev., 115, 10831126, doi:10.1175/1520-0493(1987)115<1083:CSAPOL>2.0.CO;2.

    • Search Google Scholar
    • Export Citation
  • Berrisford, P., Kallberg P. , Kobayashi S. , Dee D. , Uppala S. , Simmons A. J. , Poli P. , and Sato H. , 2011: Atmospheric conservation properties in ERA-Interim. Quart. J. Roy. Meteor. Soc., 137, 13811399, doi:10.1002/qj.864.

    • Search Google Scholar
    • Export Citation
  • Betts, A. K., Köhler M. , and Zhang Y. , 2009: Comparison of river basin hydrometeorology in ERA-Interim and ERA-40 reanalyses with observations. J. Geophys. Res., 114, D02101, doi:10.1029/2008JD010761.

    • Search Google Scholar
    • Export Citation
  • Castillo, R., Nieto R. , Drumond A. , and Gimeno L. , 2014: The role of the ENSO cycle in the modulation of moisture transport from major oceanic moisture sources. Water Resour. Res., 50, 10461058, doi:10.1002/2013WR013900.

    • Search Google Scholar
    • Export Citation
  • Chen, M., Shi W. , Xie P. , Silva V. B. S. , Kousky V. E. , Higgins R. W. , and Janowiak J. E. , 2008: Assessing objective techniques for gauge-based analyses of global daily precipitation. J. Geophys. Res., 113, D04110, doi:10.1029/2007JD009132.

    • Search Google Scholar
    • Export Citation
  • Coleman, J. S. M., and Rogers J. C. , 2003: Ohio River Valley winter moisture conditions associated with the Pacific–North American teleconnection pattern. J. Climate, 16, 969981, doi:10.1175/1520-0442(2003)016<0969:ORVWMC>2.0.CO;2.

    • Search Google Scholar
    • Export Citation
  • Coleman, J. S. M., and Rogers J. C. , 2007: A synoptic climatology of the central United States and associations with Pacific teleconnection pattern frequency. J. Climate, 20, 34853497, doi:10.1175/JCLI4201.1.

    • Search Google Scholar
    • Export Citation
  • Cutler, A., and Breiman L. , 1994: Archetypal analysis. Technometrics, 15 (1), 661675.

  • Dee, D. P., and Coauthors, 2011: The ERA-Interim reanalysis: Configuration and performance of the data assimilation system. Quart. J. Roy. Meteor. Soc., 137, 553597, doi:10.1002/qj.828.

    • Search Google Scholar
    • Export Citation
  • Dettinger, M. D., 2013: Atmospheric rivers as drought busters on the U.S. West Coast. J. Hydrometeor., 14, 17211732, doi:10.1175/JHM-D-13-02.1.

    • Search Google Scholar
    • Export Citation
  • Dettinger, M. D., Cayan D. R. , and Redmond K. T. , 1999: United States streamflow probabilities based on forecasted La Niña, winter–spring 2000. Experimental Long-Lead Forecast Bulletin, Vol. 8 (4), Center for Ocean–Land–Atmosphere Studies, Calverton, MD, 5761.

  • Dettinger, M. D., Ralph F. M. , Das T. , Neiman P. J. , and Cayan D. , 2011: Atmospheric rivers, floods, and the water resources of California. Water, 3, 445478, doi:10.3390/w3020445.

    • Search Google Scholar
    • Export Citation
  • Dirmeyer, P. A., and Kinter J. L. III, 2009: The “Maya Express”: Floods in the U.S. Midwest. Eos, Trans. Amer. Geophys. Union, 90, 101108, doi:10.1029/2009EO120001.

    • Search Google Scholar
    • Export Citation
  • Dirmeyer, P. A., and Kinter J. L. III, 2010: Floods over the U.S. Midwest: A regional water cycle perspective. J. Hydrometeor., 11, 11721181, doi:10.1175/2010JHM1196.1.

    • 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, doi:10.1029/2000GL012745.

    • Search Google Scholar
    • Export Citation
  • Falcone, J. A., Carlisle D. M. , Wolock D. M. , and Meador M. R. , 2010: GAGES: A stream gauge database for evaluating natural and altered flow conditions in the conterminous United States. Ecology, 91, 621, doi:10.1890/09-0889.1.

    • Search Google Scholar
    • Export Citation
  • Ge, Y., Gong G. , and Frei A. , 2009: Physical mechanisms linking the winter Pacific–North American teleconnection pattern to spring North American snow depth. J. Climate, 22, 51355148, doi:10.1175/2009JCLI2842.1.

    • Search Google Scholar
    • Export Citation
  • Gill, A. E., 1980: Some simple solutions for heat-induced tropical circulation. Quart. J. Roy. Meteor. Soc., 106, 447462, doi:10.1002/qj.49710644905.

    • Search Google Scholar
    • Export Citation
  • Gimeno, L., Drumond A. , Nieto R. , Trigo R. M. , and Sthol A. , 2010: On the origin of continental precipitation. Geophys. Res. Lett., 37, L13804, doi:10.1029/2010GL043712.

    • Search Google Scholar
    • Export Citation
  • Gimeno, L., Nieto R. , Drumond A. , Castillo R. , and Trigo R. M. , 2013: Influence of the intensification of the major oceanic moisture sources on continental precipitation. Geophys. Res. Lett., 40, 14431450, doi:10.1002/grl.50338.

    • Search Google Scholar
    • Export Citation
  • Hamill, T. M., Bates G. T. , Whitaker J. S. , Murray D. R. , Fiorino M. , Galarneau T. J. Jr., Zhu Y. , and Lapenta W. , 2013: NOAA’s second-generation global medium-range ensemble reforecast data set. Bull. Amer. Meteor. Soc., 94, 15531565, doi:10.1175/BAMS-D-12-00014.1.

    • Search Google Scholar
    • Export Citation
  • Hannachi, A., Jolliffe I. T. , and Stephenson D. P. , 2007: Empirical orthogonal functions and related techniques in atmospheric science: A review. Int. J. Climatol., 27, 11191152, doi:10.1002/joc.1499.

    • Search Google Scholar
    • Export Citation
  • Higgins, R. W., Yao Y. , Yarosh E. S. , Janowiak J. E. , and Mo K. C. , 1997: Influence of the Great Plains low-level jet on summertime precipitation and moisture transport over the central United States. J. Climate, 10, 481507, doi:10.1175/1520-0442(1997)010<0481:IOTGPL>2.0.CO;2.

    • Search Google Scholar
    • Export Citation
  • Horel, J. D., and Wallace J. M. , 1981: Planetary-scale atmospheric phenomena associated with the Southern Oscillation. Mon. Wea. Rev., 109, 813829, doi:10.1175/1520-0493(1981)109<0813:PSAPAW>2.0.CO;2.

    • Search Google Scholar
    • Export Citation
  • Kaplan, A., Cane M. , Kushnir Y. , Clement A. , Blumenthal M. , and Rajagopalan B. , 1998: Analyses of global sea surface temperature 1856–1991. J. Geophys. Res., 103, 18 56718 589, doi:10.1029/97JC01736.

    • Search Google Scholar
    • Export Citation
  • Knippertz, P., and Wernli H. , 2010: A Lagrangian climatology of tropical moisture exports to the Northern Hemispheric extratropics. J. Climate, 23, 9871003, doi:10.1175/2009JCLI3333.1.

    • Search Google Scholar
    • Export Citation
  • Knippertz, P., Wernli H. , and Glaser G. , 2013: A global climatology of tropical moisture exports. J. Climate, 26, 30313045, doi:10.1175/JCLI-D-12-00401.1.

    • Search Google Scholar
    • Export Citation
  • Kushnir, Y., Seager R. , Ting M. , Naik N. , and Nakamura J. , 2010: Mechanisms of tropical Atlantic SST influence on North American precipitation variability. J. Climate, 23, 56105628, doi:10.1175/2010JCLI3172.1.

    • Search Google Scholar
    • Export Citation
  • Lackmann, G. W., 2013: The south-central U.S. flood of May 2010: Present and future. J. Climate, 26, 46884709, doi:10.1175/JCLI-D-12-00392.1.

    • Search Google Scholar
    • Export Citation
  • Lavers, D. A., and Villarini G. , 2013a: Atmospheric rivers and flooding over the central United States. J. Climate, 26, 78297836, doi:10.1175/JCLI-D-13-00212.1.

    • Search Google Scholar
    • Export Citation
  • Lavers, D. A., and Villarini G. , 2013b: The nexus between atmospheric rivers and extreme precipitation across Europe. Geophys. Res. Lett., 40, 32593264, doi:10.1002/grl.50636.

    • Search Google Scholar
    • Export Citation
  • Lavers, D. A., and Villarini G. , 2015: The contribution of atmospheric rivers to precipitation in Europe and the United States. J. Hydrol., 522, 382390, doi:10.1016/j.jhydrol.2014.12.010.

    • Search Google Scholar
    • Export Citation
  • Lavers, D. A., Allan R. P. , Wood E. F. , Villarini G. , Brayshaw D. J. , and Wade A. J. , 2011: Winter floods in Britain are connected to atmospheric rivers. Geophys. Res. Lett., 38, L23803, doi:10.1029/2011GL049783.

    • Search Google Scholar
    • Export Citation
  • Leathers, D. J., Yarnal B. , and Palecki M. A. , 1991: The Pacific/North American teleconnection pattern and United States climate. Part I: Regional temperature and precipitation associations. J. Climate, 4, 517528, doi:10.1175/1520-0442(1991)004<0517:TPATPA>2.0.CO;2.

    • Search Google Scholar
    • Export Citation
  • Liu, H., Wang C. , Lee S.-K. , and Enfield D. , 2014: Inhomogeneous influence of the Atlantic warm pool on United States precipitation. Atmos. Sci. Lett., 16, 6369, doi:10.1002/asl2.521.

    • Search Google Scholar
    • Export Citation
  • Lu, M., Lall U. , Schwartz A. , and Kwon H.-H. , 2013: Precipitation predictability associated with tropical moisture exports and circulation patterns for a major flood in France in 1995. Water Resour. Res., 49, 63816392, doi:10.1002/wrcr.20512.

    • 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, doi:10.1175/1520-0477(1997)078<1069:APICOW>2.0.CO;2.

    • Search Google Scholar
    • Export Citation
  • McCabe, G. J., Palecki M. A. , and Betancourt J. L. , 2004: Pacific and Atlantic Ocean influences on multidecadal drought frequency in the United States. Proc. Natl. Acad. Sci. USA, 101, 41364141, doi:10.1073/pnas.0306738101.

    • Search Google Scholar
    • Export Citation
  • Mestas-Nuñez, A. M., Enfield D. B. , and Zhang C. , 2007: Water vapor fluxes over the Intra-Americas Sea: Seasonal and interannual variability and associations with rainfall. J. Climate, 20, 19101922, doi:10.1175/JCLI4096.1.

    • Search Google Scholar
    • Export Citation
  • Moore, B. J., Neiman P. J. , Ralph F. M. , and Barthold F. E. , 2012: Physical processes associated with heavy flooding rainfall in Nashville, Tennessee, and vicinity during 1–2 May 2010: The role of an atmospheric river and mesoscale convective systems. Mon. Wea. Rev., 140, 358378, doi:10.1175/MWR-D-11-00126.1.

    • Search Google Scholar
    • Export Citation
  • Muñoz, E., and Enfield D. , 2011: The boreal spring variability of the Intra-Americas low-level jet and its relation with precipitation and tornados in the eastern United States. Climate Dyn., 36, 247259, doi:10.1007/s00382-009-0688-3.

    • Search Google Scholar
    • Export Citation
  • Muñoz, E., Wang C. , and Enfield D. , 2010: The Intra-Americas springtime sea surface temperature anomaly dipole as fingerprint of remote influences. J. Climate, 23, 4356, doi:10.1175/2009JCLI3006.1.

    • Search Google Scholar
    • Export Citation
  • Nakamura, J., Lall U. , Kushnir Y. , Robertson A. W. , and Seager R. , 2013: Dynamical structure of extreme floods in the U.S. Midwest and the United Kingdom. J. Hydrometeor., 14, 485504, doi:10.1175/JHM-D-12-059.1.

    • Search Google Scholar
    • Export Citation
  • Nayak, M. A., Villarini G. , and Lavers D. A. , 2014: On the skill of numerical weather prediction models to forecast atmospheric rivers over the central United States. Geophys. Res. Lett., 41, 43544362, doi:10.1002/2014GL060299.

    • Search Google Scholar
    • Export Citation
  • Neiman, P. J., Ralph F. M. , Wick G. A. , Lundquist J. D. , and Dettinger M. D. , 2008: Meteorological characteristics and overland precipitation impacts of atmospheric rivers affecting the west coast of North America based on eight years of SSM/I satellite observations. J. Hydrometeor., 9, 2247, doi:10.1175/2007JHM855.1.

    • Search Google Scholar
    • Export Citation
  • Neiman, P. J., Schick L. J. , Ralph F. M. , Hughes M. , and Wick G. A. , 2011: Flooding in western Washington: The connection to atmospheric rivers. J. Hydrometeor., 12, 13371358, doi:10.1175/2011JHM1358.1.

    • Search Google Scholar
    • Export Citation
  • Nigam, S., 2003: Teleconnections. Encyclopedia of Atmospheric Sciences, Vol. 1, J. R. Holton, J. A. Pyle, and J. A. Curry, Eds., Elsevier, 2243–2269.

  • Nigam, S., Guan B. , and Ruiz-Barradas A. , 2011: Key role of the Atlantic multidecadal oscillation in 20th century drought and wet periods over the Great Plains. Geophys. Res. Lett., 38, L16713, doi:10.1029/2011GL048650.

    • Search Google Scholar
    • Export Citation
  • Patricola, C., Chang P. , and Saravanan R. , 2015: Impact of Atlantic SST and high frequency atmospheric variability on the 1993 and 2008 Midwest floods: Regional climate model simulations of extreme climate events. Climatic Change, 129, 397411, doi:10.1007/s10584-013-0886-1.

    • Search Google Scholar
    • Export Citation
  • Ralph, F. M., Coleman T. , Neiman P. J. , Zamora R. J. , and Dettinger M. D. , 2013: Observed impacts of duration and seasonality of atmospheric-river landfalls on soil moisture and runoff in coastal Northern California. J. Hydrometeor., 14, 443459, doi:10.1175/JHM-D-12-076.1.

    • Search Google Scholar
    • Export Citation
  • Ramos, A. M., Trigo R. M. , Liberato M. L. R. , and Tomé R. , 2015: Daily precipitation extreme events in the Iberian Peninsula and its association with atmospheric rivers. J. Hydrometeor., 16, 579597, doi:10.1175/JHM-D-14-0103.1.

    • Search Google Scholar
    • Export Citation
  • Roads, J., Kanamitsu M. , and Stewart R. , 2002: CSE water and energy budgets in the NCEP–DOE Reanalysis II. J. Hydrometeor., 3, 227248, doi:10.1175/1525-7541(2002)003<0227:CWAEBI>2.0.CO;2.

    • Search Google Scholar
    • Export Citation
  • Rodionov, S., and Assel R. , 2001: A new look at the Pacific/North American index. Geophys. Res. Lett., 28, 15191522, doi:10.1029/2000GL012185.

    • Search Google Scholar
    • Export Citation
  • Rogers, J. C., and Coleman J. S. M. , 2003: Interactions between the Atlantic multidecadal oscillation, El Niño/La Niña, and the PNA in winter Mississippi Valley stream flow. Geophys. Res. Lett., 30, 1518, doi:10.1029/2003GL017216.

    • Search Google Scholar
    • Export Citation
  • Schubert, S. D., and Coauthors, 2009: A U.S. CLIVAR project to assess and compare the responses of global climate models to drought-related SST forcing patterns: Overview and results. J. Climate, 22, 52515272, doi:10.1175/2009JCLI3060.1.

    • Search Google Scholar
    • Export Citation
  • Seager, R., and Hoerling M. , 2014: Atmospheric and ocean origins of North American droughts. J. Climate, 27, 45814606, doi:10.1175/JCLI-D-13-00329.1.

    • Search Google Scholar
    • Export Citation
  • Steinschneider, S., and Lall U. , 2015a: Daily precipitation and tropical moisture exports across the eastern United States: An application of archetypal analysis to identify spatiotemporal structure. J. Climate, 28, 85858602, doi:10.1175/JCLI-D-15-0340.1.

    • Search Google Scholar
    • Export Citation
  • Steinschneider, S., and Lall U. , 2015b: A hierarchical Bayesian regional model for nonstationary precipitation extremes in Northern California conditioned on tropical moisture exports. Water Resour. Res., 51, 14721492, doi:10.1002/2014WR016664.

    • Search Google Scholar
    • Export Citation
  • Stone, E., and Cutler A. , 1996: Introduction to archetypal analysis of spatio-temporal dynamics. Physica D, 96, 110131, doi:10.1016/0167-2789(96)00016-4.

    • Search Google Scholar
    • Export Citation
  • Strong, C., and Liptak J. , 2012: Propagating atmospheric patterns associated with Midwest winter precipitation. J. Hydrometeor., 13, 13711382, doi:10.1175/JHM-D-11-0111.1.

    • Search Google Scholar
    • Export Citation
  • Vitart, F., 2014: Evolution of ECMWF sub-seasonal forecast skill scores. Quart. J. Roy. Meteor. Soc., 140, 18891899, doi:10.1002/qj.2256.

    • Search Google Scholar
    • Export Citation
  • Voisin, N., Schaake J. C. , and Lettenmaier D. P. , 2010: Calibration and downscaling methods for quantitative ensemble precipitation forecasts. Wea. Forecasting, 25, 16031627, doi:10.1175/2010WAF2222367.1.

    • Search Google Scholar
    • Export Citation
  • Voisin, N., Pappenberger F. , Lettenmaier D. P. , Buizza R. , and Schaake J. C. , 2011: Application of a medium-range global hydrologic probabilistic forecast scheme to the Ohio River basin. Wea. Forecasting, 26, 425446, doi:10.1175/WAF-D-10-05032.1.

    • Search Google Scholar
    • Export Citation
  • Wallace, J. M., and Gutzler D. S. , 1981: Teleconnections in the geopotential height field during the Northern Hemisphere winter. Mon. Wea. Rev., 109, 784812, doi:10.1175/1520-0493(1981)109<0784:TITGHF>2.0.CO;2.

    • Search Google Scholar
    • Export Citation
  • Wang, C., and Lee S.-K. , 2007: Atlantic warm pool, Caribbean low-level jet, and their potential impact on Atlantic hurricanes. Geophys. Res. Lett., 34, L02703, doi:10.1029/2006GL028579.

    • Search Google Scholar
    • Export Citation
  • Wang, C., Enfield D. B. , Lee S.-K. , and Landsea C. W. , 2006: Influences of the Atlantic warm pool on Western Hemisphere summer rainfall and Atlantic hurricanes. J. Climate, 19, 30113028, doi:10.1175/JCLI3770.1.

    • Search Google Scholar
    • Export Citation
  • Wang, C., Lee S.-K. , and Enfield D. B. , 2007: Impact of the Atlantic warm pool on the summer climate of the Western Hemisphere. J. Climate, 20, 50215040, doi:10.1175/JCLI4304.1.

    • Search Google Scholar
    • Export Citation
  • Wang, C., Lee S.-K. , and Enfield D. B. , 2008a: Climate response to anomalously large and small Atlantic warm pools during the summer. J. Climate, 21, 24372450, doi:10.1175/2007JCLI2029.1.

    • Search Google Scholar
    • Export Citation
  • Wang, C., Lee S.-K. , and Enfield D. B. , 2008b: Atlantic warm pool acting as a link between Atlantic multidecadal oscillation and Atlantic tropical cyclone activity. Geochem. Geophys. Geosyst., 9, Q05V03, doi:10.1029/2007GC001809.

    • Search Google Scholar
    • Export Citation
  • Ward, P. J., Beets W. , Bouwer L. M. , Aerts J. C. J. H. , and Renssen H. , 2010: Sensitivity of river discharge to ENSO. Geophys. Res. Lett., 37, L12402, doi:10.1029/2010GL043215.

    • Search Google Scholar
    • Export Citation
  • Weaver, S. J., Schubert S. , and Wang H. , 2009: Warm season variations in the low-level circulation and precipitation over the central United States in observations, AMIP simulations, and idealized SST experiments. J. Climate, 22, 54015420, doi:10.1175/2009JCLI2984.1.

    • Search Google Scholar
    • Export Citation
  • Wernli, H., and Davies H. C. , 1997: A Lagrangian-based analysis of extratropical cyclones. I: The method and some applications. Quart. J. Roy. Meteor. Soc., 123, 467489, doi:10.1002/qj.49712353811.

    • Search Google Scholar
    • Export Citation
  • Wilks, D. S., 2011: Statistical Methods in the Atmospheric Sciences. 3rd ed. Academic Press, 704 pp.

  • Zhu, Y., and Newell R. E. , 1994: Atmospheric rivers and bombs. Geophys. Res. Lett., 21, 19992002, doi:10.1029/94GL01710.

All Time Past Year Past 30 Days
Abstract Views 0 0 0
Full Text Views 881 569 148
PDF Downloads 256 79 3