Composite Predictor Maps of Extraordinary Weather Events in the Sacramento, California, Region

Richard Grotjahn Department of Land, Air, and Water Resources, University of California, Davis, Davis, California

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Ghislain Faure Cellule Recherche Cyclone, Météo-France, Sainte Clotilde, France

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Abstract

Extraordinary weather events in the Sacramento, California, region are examined using a simple compositing technique. The extraordinary events identified are uncommon and the worst of their kind, but not necessarily severe. While the criteria outlined herein are drawn from Sacramento weather station data, the identified events are extraordinary elsewhere over much, if not all, of California’s Central Valley. Several types of extraordinary events are highlighted, including the hardest freezes, heaviest prolonged rain events, longest-duration fog, and worst heat waves (onset and end) in a 21-yr period. Bootstrap resampling establishes the statistical significance of features on the composite maps. The composite maps with statistically significant features highlighted allow a forecaster to search for key features in forecast maps that coexist with or that precede an extraordinary weather event. Local- and regional-scale extraordinary events have larger-scale signatures that can be traced back in time. Many of these features are intuitive and known to local forecasters (and that provides a check upon the methodology used here). However, some features appear to be unexpected. For example, a ridge (in height and thermal fields) over the southeastern United States generally occurs prior to the worst heat waves and hardest freezes. Some features appear to exhibit the theoretical concept of downstream development. Several extraordinary weather types are preceded by a ridge either over Alaska (hardest freezes and heaviest prolonged rain) or just west of Alaska (worst heat waves). While the Alaskan ridge passes a significance test, the presence of other features (such as the southeastern ridge) determines what, if any, extraordinary event occurs near Sacramento. However, a feature that passes the significance test for the composite might not occur in every member of a given extraordinary event. The height and thermal patterns over the West Coast and North Pacific are similar for summer’s worst heat waves and winter’s longest-duration fog: both types of events are preceded by a trough in the eastern mid-Pacific.

Corresponding author address: Richard Grotjahn, Dept. of Land, Air, and Water Resources, University of California, Davis, 1 Shields Ave., Davis, CA 95616. Email: grotjahn@ucdavis.edu

Abstract

Extraordinary weather events in the Sacramento, California, region are examined using a simple compositing technique. The extraordinary events identified are uncommon and the worst of their kind, but not necessarily severe. While the criteria outlined herein are drawn from Sacramento weather station data, the identified events are extraordinary elsewhere over much, if not all, of California’s Central Valley. Several types of extraordinary events are highlighted, including the hardest freezes, heaviest prolonged rain events, longest-duration fog, and worst heat waves (onset and end) in a 21-yr period. Bootstrap resampling establishes the statistical significance of features on the composite maps. The composite maps with statistically significant features highlighted allow a forecaster to search for key features in forecast maps that coexist with or that precede an extraordinary weather event. Local- and regional-scale extraordinary events have larger-scale signatures that can be traced back in time. Many of these features are intuitive and known to local forecasters (and that provides a check upon the methodology used here). However, some features appear to be unexpected. For example, a ridge (in height and thermal fields) over the southeastern United States generally occurs prior to the worst heat waves and hardest freezes. Some features appear to exhibit the theoretical concept of downstream development. Several extraordinary weather types are preceded by a ridge either over Alaska (hardest freezes and heaviest prolonged rain) or just west of Alaska (worst heat waves). While the Alaskan ridge passes a significance test, the presence of other features (such as the southeastern ridge) determines what, if any, extraordinary event occurs near Sacramento. However, a feature that passes the significance test for the composite might not occur in every member of a given extraordinary event. The height and thermal patterns over the West Coast and North Pacific are similar for summer’s worst heat waves and winter’s longest-duration fog: both types of events are preceded by a trough in the eastern mid-Pacific.

Corresponding author address: Richard Grotjahn, Dept. of Land, Air, and Water Resources, University of California, Davis, 1 Shields Ave., Davis, CA 95616. Email: grotjahn@ucdavis.edu

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  • Attaway, J., 1997: A History of Florida Citrus Freezes. Florida Science Source, 368 pp.

  • Bevan, L., and Cline G. , 2005: Climate of Sacramento, California. NOAA Tech. Memo. NWS WR-272, 87 pp. [Available online at http://www.wrh.noaa.gov/wrh/techMemos/272.pdf.].

  • Carrera, M. L., Higgins R. W. , and Kousky V. E. , 2004: Downstream weather impacts associated with atmospheric blocking over the northeast Pacific. J. Climate, 17 , 48234839.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Chang, E., 1993: Downstream development of baroclinic waves as inferred from regression analysis. J. Atmos. Sci., 50 , 20382053.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Colucci, S. J., and Davenport J. C. , 1987: Rapid surface anticyclogenesis: Synoptic climatology and attendant large-scale circulation changes. Mon. Wea. Rev., 115 , 822836.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Efron, B., and Tibshirani R. J. , 1993: An Introduction to the Bootstrap. Chapman and Hall, 456 pp.

  • Ely, L. L., Enzel Y. , and Cayan D. R. , 1994: Anomalous North Pacific atmospheric circulation and large winter floods in the southwestern United States. J. Climate, 7 , 977987.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Galewsky, J., and Sobel A. , 2005: Moist dynamics and orographic precipitation in northern and central California during the New Year’s flood of 1997. Mon. Wea. Rev., 133 , 15941612.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Gershunov, A., and Barnett T. P. , 1998a: ENSO influence on intraseasonal extreme rainfall and temperature frequencies in the contiguous United States: Observations and model results. J. Climate, 11 , 15751586.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Gershunov, A., and Barnett T. P. , 1998b: Interdecadal modulation of ENSO teleconnections. Bull. Amer. Meteor. Soc., 79 , 27152731.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Grumm, R., and Hart R. , 2001: Standardized anomalies applied to significant cold season weather events: Preliminary findings. Wea. Forecasting, 16 , 736754.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Hart, R., and Grumm R. , 2001: Using normalized climatological anomalies to rank synoptic-scale events objectively. Mon. Wea. Rev., 129 , 24262442.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Higgins, J-K., Schemm E. , Shi W. , and Leetmaa A. , 2000: Extreme precipitation events in the western United States related to tropical forcing. J. Climate, 13 , 793820.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Holets, S., and Swanson R. , 1981: High-inversion fog episodes in central California. J. Appl. Meteor., 20 , 890899.

  • Kalnay, E., and Coauthors, 1996: The NCEP/NCAR 40-Year Reanalysis Project. Bull. Amer. Meteor. Soc., 77 , 437471.

  • Lackmann, G. M., and Gyakum J. R. , 1999: Heavy cold-season precipitation in the northwestern United States: Synoptic climatology and an analysis of the flood of 17–18 January 1986. Wea. Forecasting, 14 , 687700.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Lorenz, E. N., 1969: Atmospheric predictability as revealed by naturally occurring analogues. J. Atmos. Sci., 26 , 636646.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Matthews, A. J., and Kiladis G. N. , 1999: Interactions between ENSO, transient circulation, and tropical convection over the Pacific. J. Climate, 12 , 30623086.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Miller, N., and Kim J. , 1996: Numerical prediction of precipitation and river flow over the Russian River watershed during the January 1995 California storms. Bull. Amer. Meteor. Soc., 77 , 101105.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Pauley, P. M., Baker N. L. , and Barker E. H. , 1996: An observational study of the “Interstate 5” dust storm case. Bull. Amer. Meteor. Soc., 77 , 693720.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Robinson, P., 2001: On the definition of a heat wave. J. Appl. Meteor., 40 , 762775.

  • Stuart, N., and Grumm R. , 2006: Using wind anomalies to forecast East Coast winter storms. Wea. Forecasting, 21 , 952968.

  • Underwood, S. J., Ellrod G. P. , and Kuhnert A. L. , 2004: A multiple-case analysis of nocturnal radiation-fog development in the Central Valley of California utilizing the GOES nighttime fog product. J. Appl. Meteor., 43 , 297311.

    • Crossref
    • Search Google Scholar
    • Export Citation
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