Simulation of Heavy Lake-Effect Snowstorms across the Great Lakes Basin by RegCM4: Synoptic Climatology and Variability

Michael Notaro Nelson Center for Climatic Research, University of Wisconsin—Madison, Madison, Wisconsin

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Azar Zarrin Department of Geography, Ferdowsi University of Mashhad, Mashhad, Iran

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Steve Vavrus Nelson Center for Climatic Research, University of Wisconsin—Madison, Madison, Wisconsin

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Val Bennington Nelson Center for Climatic Research, University of Wisconsin—Madison, Madison, Wisconsin

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Abstract

A historical simulation (1976–2002) of the Abdus Salam International Centre for Theoretical Physics Regional Climate Model, version 4 (ICTP RegCM4), coupled to a one-dimensional lake model, is validated against observed lake ice cover and snowfall across the Great Lakes Basin. The model reproduces the broad temporal and spatial features of both variables in terms of spatial distribution, seasonal cycle, and interannual variability, including climatological characteristics of lake-effect snowfall, although the simulated ice cover is overly extensive largely due to the absence of lake circulations. A definition is introduced for identifying heavy lake-effect snowstorms in regional climate model output for all grid cells in the Great Lakes Basin, using criteria based on location, wind direction, lake ice cover, and snowfall. Simulated heavy lake-effect snowstorms occur most frequently downwind of the Great Lakes, particularly to the east of Lake Ontario and to the east and south of Lake Superior, and are most frequent in December–January. The mechanism for these events is attributed to an anticyclone over the central United States and related cold-air outbreak for areas downwind of Lakes Ontario and Erie, in contrast to a nearby cyclone over the Great Lakes Basin and associated cold front for areas downwind of Lakes Superior, Huron, and Michigan.

Supplemental information related to this paper is available at the Journals Online website: http://dx.doi.org/10.1175/MWR-D-11-00369.s1.

Nelson Institute Center for Climatic Research Publication Number 1131.

Corresponding author address: Michael Notaro, University of Wisconsin—Madison, Center for Climatic Research, 1225 West Dayton St., Madison, WI 53706. E-mail: mnotaro@wisc.edu

Abstract

A historical simulation (1976–2002) of the Abdus Salam International Centre for Theoretical Physics Regional Climate Model, version 4 (ICTP RegCM4), coupled to a one-dimensional lake model, is validated against observed lake ice cover and snowfall across the Great Lakes Basin. The model reproduces the broad temporal and spatial features of both variables in terms of spatial distribution, seasonal cycle, and interannual variability, including climatological characteristics of lake-effect snowfall, although the simulated ice cover is overly extensive largely due to the absence of lake circulations. A definition is introduced for identifying heavy lake-effect snowstorms in regional climate model output for all grid cells in the Great Lakes Basin, using criteria based on location, wind direction, lake ice cover, and snowfall. Simulated heavy lake-effect snowstorms occur most frequently downwind of the Great Lakes, particularly to the east of Lake Ontario and to the east and south of Lake Superior, and are most frequent in December–January. The mechanism for these events is attributed to an anticyclone over the central United States and related cold-air outbreak for areas downwind of Lakes Ontario and Erie, in contrast to a nearby cyclone over the Great Lakes Basin and associated cold front for areas downwind of Lakes Superior, Huron, and Michigan.

Supplemental information related to this paper is available at the Journals Online website: http://dx.doi.org/10.1175/MWR-D-11-00369.s1.

Nelson Institute Center for Climatic Research Publication Number 1131.

Corresponding author address: Michael Notaro, University of Wisconsin—Madison, Center for Climatic Research, 1225 West Dayton St., Madison, WI 53706. E-mail: mnotaro@wisc.edu
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  • Anderson, E. A., 1976: A point energy and mass balance model of a snow cover. NOAA Tech. Rep. NWS 19, 150 pp.

  • Anderson, E. A., 2006: Snow accumulation and ablation model—SNOW 17. U.S. National Weather Service, Silver Spring, MD, 61 pp.

  • Anthes, R. A., 1977: A cumulus parameterization scheme utilizing a one-dimensional cloud model. Mon. Wea. Rev., 105, 270286.

  • Assel, R. A., 1990: An ice-cover climatology for Lake Erie and Lake Superior for the winter seasons 1897–98 to 1982–83. Int. J. Climatol., 10, 731748.

    • Search Google Scholar
    • Export Citation
  • Assel, R. A., 1999: Great Lakes ice cover. Potential Climate Change Effects on Great Lakes Hydrodynamics and Water Quality, D. C. L. Lam and W. M. Schertzer, Eds., American Society of Civil Engineers, 1–21.

  • Assel, R. A., 2003: Great Lakes ice cover, first ice, last ice, and ice duration: Winters 1973–2002. NOAA Tech. Memo. GLERL-125, 49 pp.

  • Assel, R. A., 2005: Classification of annual Great Lakes ice cycles: Winters of 1973–2002. J. Climate, 18, 48954905.

  • Assel, R. A., D. C. Norton, and K. C. Cronk, 2002: A Great Lakes ice cover digital data set for winters 1973–2000. NOAA Tech. Memo. GLERL-121, Great Lakes Environmental Research Laboratory, Ann Arbor, MI, 46 pp.

  • Ballentine, R. J., 1982: Numerical simulation of land-breeze-induced snowbands along the western shore of Lake Michigan. Mon. Wea. Rev., 110, 15441553.

    • Search Google Scholar
    • Export Citation
  • Ballentine, R. J., E. C. Chermack, A. Stamm, D. Frank, M. Thomas, and G. Beck, 1992: Preliminary numerical simulations of the 31 January 1991 lake-effect snowstorm. Proc. 49th Annual Eastern Snow Conf., Oswego, NY, CRREL, 115–123. [Available from U.S. Army, CRREL, 72 Lyme Rd., Hanover, NH 03755.]

  • Ballentine, R. J., A. J. Stamm, E. F. Chermack, G. P. Byrd, and D. Schleede, 1998: Mescoscale model simulation of the 4–5 January 1995 lake-effect snowstorm. Wea. Forecasting, 13, 893920.

    • Search Google Scholar
    • Export Citation
  • Bates, G. T., F. Giorgi, and S. W. Hostetler, 1993: Toward the simulation of the effects of the Great Lakes on regional climate. Mon. Wea. Rev., 121, 13731387.

    • Search Google Scholar
    • Export Citation
  • Bates, G. T., S. W. Hostetler, and F. Giorgi, 1995: Two-year simulation of the Great Lakes region with a coupled modeling system. Mon. Wea. Rev., 123, 15051522.

    • Search Google Scholar
    • Export Citation
  • Braham, R. R., Jr., and M. J. Dungey, 1984: Quantitative estimates of the effect of Lake Michigan on snowfall. J. Climate Appl. Meteor., 23, 940949.

    • Search Google Scholar
    • Export Citation
  • Brown, L. C., and C. R. Duguay, 2010: The response and role of ice cover in lake-climate interactions. Prog. Phys. Geogr., 34, 671704 , doi:10.1177/0309133310375653.

    • Search Google Scholar
    • Export Citation
  • Burnett, A. W., M. E. Kirby, H. T. Mullins, and W. P. Patterson, 2003: Increasing Great Lake–effect snowfall during the twentieth century: A regional response to global warming? J. Climate, 16, 35353542.

    • Search Google Scholar
    • Export Citation
  • Byrd, G. P., R. A. Anstett, J. E. Heim, and D. M. Usinski, 1991: Mobile sounding observations of lake-effect snowbands in western and central New York. Mon. Wea. Rev., 119, 23232332.

    • Search Google Scholar
    • Export Citation
  • Chagnon, S. A., Jr., 1979: How a severe winter impacts on individuals. Bull. Amer. Meteor. Soc., 60, 110114.

  • Cohen, S. J., and T. R. Allsopp, 1988: The potential impacts of a scenario of CO2-induced climatic change on Ontario, Canada. J. Climate, 1, 669681.

    • Search Google Scholar
    • Export Citation
  • Cordeira, J. M., and N. F. Laird, 2008: The influence of ice cover on two lake-effect snow events over Lake Erie. Mon. Wea. Rev., 136, 27472763.

    • Search Google Scholar
    • Export Citation
  • Dewey, K. F., 1979: An objective forecast method developed for Lake Ontario induced snowfall systems. J. Appl. Meteor., 18, 787793.

  • Dickinson, R. E., P. J. Kennedy, A. Henderson-Sellers, and M. Wilson, 1986: Biosphere-Atmosphere Transfer Scheme (BATS) for the NCAR Community Climate Model. National Center for Atmospheric Research Tech. Note NCAR/TN-275+STR, 69 pp.

  • Dickinson, R. E., A. Henderson-Sellers, and P. J. Kennedy, 1993: Biosphere-Atmosphere Transfer Scheme (BATS) version 1e as coupled to the NCAR Community Climate Model. National Center for Atmospheric Research Tech. Note NCAR/TN-387+STR, 72 pp.

  • Eichenlaub, V. L., 1970: Lake effect snowfall to the lee of the Great Lakes: Its role in Michigan. Bull. Amer. Meteor. Soc., 51, 403412.

    • Search Google Scholar
    • Export Citation
  • Eichenlaub, V. L., 1979: Weather and Climate of the Great Lakes Region. University of Notre Dame Press, 335 pp.

  • Elguindi, N., and Coauthors, 2011: Regional climatic model RegCM user manual version 4.1. Abdus Salam International Centre for Theoretical Physics, 32 pp.

  • Ellenton, G. E., and M. B. Danard, 1979: Inclusion of sensible heating in convective parameterization applied to lake-effect snow. Mon. Wea. Rev., 107, 551565.

    • Search Google Scholar
    • Export Citation
  • Ellis, A. W., and D. J. Leathers, 1996: A synoptic climatological approach to the analysis of lake-effect snowfall: Potential forecasting applications. Wea. Forecasting, 11, 216229.

    • Search Google Scholar
    • Export Citation
  • Fritsch, J. M., and C. F. Chappell, 1980: Numerical prediction of convectively driven mesoscale pressure systems. Part I: Convective parameterization. J. Atmos. Sci., 37, 17221733.

    • Search Google Scholar
    • Export Citation
  • Gerbush, M. R., D. A. R. Kristovich, and N. F. Laird, 2008: Mesoscale boundary layer and heat fluxes variations over pack ice-covered Lake Erie. J. Appl. Meteor. Climatol., 47, 668682.

    • Search Google Scholar
    • Export Citation
  • Giorgi, F., and Coauthors, 2012: RegCM4: Model description and preliminary tests over multiple CORDEX domains. Climate Res., 52, 729.

    • Search Google Scholar
    • Export Citation
  • Grell, G. A., 1993: Prognostic evaluation of assumptions used by cumulus parameterizations. Mon. Wea. Rev., 121, 764787.

  • Grell, G. A., J. Dudhia, and D. R. Stauffer, 1994: Description of the fifth generation Penn State/NCAR Mesoscale Model (MM5). NCAR Tech. Rep. TN-398+STR, Boulder, CO, 121 pp.

  • Guildford, S. J., L. L. Hendzel, H. J. Kling, E. J. Fee, G. G. C. Robinson, R. E. Hecky, and S. E. M. Kasian, 1994: Effects of lake size on phytoplankton nutrient status. Can. J. Fish. Aquat. Sci., 51, 27692783.

    • Search Google Scholar
    • Export Citation
  • Hakanson, L., 1995: Models to predict secchi depth in small glacial lakes. Aquat. Sci., 57, 3153.

  • Hill, J. D., 1971: Snow squalls in the lee of Lakes Erie and Ontario. NOAA Tech. Memo. NWS ER-43, 20 pp. [NTIS COM-72-00959.]

  • Hjelmfelt, M. R., 1990: Numerical study of the influence of environmental conditions on lake-effect snowstorms over Lake Michigan. Mon. Wea. Rev., 118, 138150.

    • Search Google Scholar
    • Export Citation
  • Hjelmfelt, M. R., and R. R. Braham Jr., 1983: Numerical simulation of the airflow over Lake Michigan for a major lake-effect snow event. Mon. Wea. Rev., 111, 205219.

    • Search Google Scholar
    • Export Citation
  • Holman, K. D., A. D. Gronewold, M. Notaro, and A. Zarrin, 2012: Improving historical precipitation estimates around the Lake Superior watershed. Geophys. Res. Lett., 39, L03405, doi:10.1029/2011GL050468.

    • Search Google Scholar
    • Export Citation
  • Holroyd, E. W., III, 1971: Lake-effect cloud bands as seen from satellites. J. Atmos. Sci., 28, 11651170.

  • Holtslag, A. A. M., E. I. F. de Bruijn, and H.-L. Pan, 1990: A high resolution air mass transformation model for short-range weather forecasting. Mon. Wea. Rev., 118, 15611575.

    • Search Google Scholar
    • Export Citation
  • Hostetler, S. W., 1991: Simulation of lake ice and its effect on the late-Pleistocene evaporation rate of Lake Lahontan. Climate Dyn., 6, 4348.

    • Search Google Scholar
    • Export Citation
  • Hostetler, S. W., and P. J. Bartlein, 1990: Simulation of lake evaporation with application to modeling lake-level variations at Harney-Malheur Lake, Oregon. Water Resour. Res., 26, 26032612.

    • Search Google Scholar
    • Export Citation
  • Hostetler, S. W., G. T. Bates, and F. Giorgi, 1993: Interactive coupling of a lake thermal model with a regional climate model. J. Geophys. Res., 98 (D3), 50455057.

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

  • Kiehl, J. T., J. J. Hack, G. B. Bonan, B. A. Boville, B. P. Breigleb, D. Williamson, and P. Rasch, 1996: Description of NCAR Community Climate Model (CCM3). National Center for Atmospheric Research Tech. Rep. NCAR/TN-420+STR, 152 pp.

  • Kocin, P. J., and L. W. Uccellini, 2004: A snowfall impact scale derived from Northeast storm snowfall distributions. Bull. Amer. Meteor. Soc., 85, 177194.

    • Search Google Scholar
    • Export Citation
  • Kristovich, D. A. R., and N. F. Laird, 1998: Observations of widespread lake-effect cloudiness: Influences of lake surface temperature and upwind conditions. Wea. Forecasting, 13, 811821.

    • Search Google Scholar
    • Export Citation
  • Kunkel, K. E., N. E. Westcott, and D. A. R. Kristovich, 2002: Assessment of potential effects of climate change on heavy lake-effect snowstorms near Lake Erie. J. Great Lakes Res., 28, 521536.

    • Search Google Scholar
    • Export Citation
  • Kunkel, K. E., M. A. Palecki, K. G. Hubbard, D. A. Robinson, K. T. Redmond, and D. R. Easterling, 2007: Trend identification in twentieth-century U.S. snowfall: The challenges. J. Atmos. Oceanic Technol., 24, 6473.

    • Search Google Scholar
    • Export Citation
  • Kunkel, K. E., L. Ensor, M. Palecki, D. Easterling, D. Robinson, K. G. Hubbard, and K. Redmond, 2009: A new look at lake-effect snowfall trends in the Laurentian Great Lakes using a temporally homogeneous data set. J. Great Lakes Res., 35, 2329.

    • Search Google Scholar
    • Export Citation
  • Laird, N. F., 1999: Observation of coexisting mesoscale lake-effect vortices over the western Great Lakes. Mon. Wea. Rev., 127, 11371141.

    • Search Google Scholar
    • Export Citation
  • Laird, N. F., and D. A. R. Kristovich, 2004: Comparison of observations with idealized model results for a method to resolve winter lake-effect mesoscale morphology. Mon. Wea. Rev., 132, 10931103.

    • Search Google Scholar
    • Export Citation
  • Lavoie, R. L., 1972: A mesoscale numerical model of lake-effect storms. J. Atmos. Sci., 29, 10251040.

  • Leathers, D. J., and A. W. Ellis, 1993: Relationships between synoptic weather type frequencies and snowfall trends in the lee of Lakes Erie and Ontario. Proc. 61st Annual Western Snow Conf., Quebec City, QC, Canada, CRREL, 325–330.

  • Liu, A. Q., and G. W. K. Moore, 2004: Lake-effect snowstorms over southern Ontario, Canada, and their associated synoptic-scale environment. Mon. Wea. Rev., 132, 25952609.

    • Search Google Scholar
    • Export Citation
  • Maesaka, T., G. W. K. Moore, Q. Liu, and K. Tsuboki, 2006: A simulation of a lake effect snowstorm with a cloud resolving numerical model. Geophys. Res. Lett., 33, L20813, doi:10.1029/2006GL026638.

    • Search Google Scholar
    • Export Citation
  • Mahoney, E. A., and T. A. Niziol, 1997: BUFKIT: A software application tool kit for predicting lake-effect snow. Preprints, 13th Int. Conf. on Interactive Information and Processing Systems for Meteorology, Oceanography, and Hydrology, Long Beach, CA, Amer. Meteor. Soc., 388–391.

  • Martynov, A., K. Sushama, and R. Laprise, 2010: Simulation of temperate freezing lakes by one-dimensional lake models: Performance assessment for interactive coupling with regional climate models. Boreal Environ. Res., 15, 143164.

    • Search Google Scholar
    • Export Citation
  • Martynov, A., L. Sushama, R. Laprise, K. Winger, and B. Dugas, 2012: Interactive lakes in the Canadian Regional Climate Model, version 5: The role of lakes in the regional climate of North America. Tellus, 64, 16 226, doi:10.3402/tellusa.v64i0.16226.

    • Search Google Scholar
    • Export Citation
  • Mesinger, F., and Coauthors, 2006: North American Regional Reanalysis. Bull. Amer. Meteor. Soc., 87, 343360.

  • Miner, T. J., and J. M. Fritsch, 1997: Lake-effect rain events. Mon. Wea. Rev., 125, 32313248.

  • Niziol, T. A., 1987: Operational forecasting of lake effect snowfall in western and central New York. Wea. Forecasting, 2, 310321.

  • Niziol, T. A., W. R. Snyder, and J. S. Waldstreicher, 1995: Winter weather forecasting throughout the eastern United States. Part IV: Lake effect snow. Wea. Forecasting, 10, 6177.

    • Search Google Scholar
    • Export Citation
  • Norton, D. C., and S. J. Bolsenga, 1993: Spatiotemporal trends in lake effect and continental snowfall in the Laurentian Great Lakes, 1951–1980. J. Climate, 6, 19431955.

    • Search Google Scholar
    • Export Citation
  • Notaro, M., K. Holman, A. Zarrin, E. Fluck, S. Vavrus, and V. Bennington, 2013: Influence of the Laurentian Great Lakes on regional climate. J. Climate, 26, 789804.

    • Search Google Scholar
    • Export Citation
  • Orlanski, I., 1975: A rational subdivision of scales for atmospheric processes. Bull. Amer. Meteor. Soc., 56, 527530.

  • Pal, J. S., E. E. Small, and E. A. B. Eltahir, 2000: Simulation of regional-scale water and energy budgets: Representation of subgrid cloud and precipitation processes within RegCM. J. Geophys. Res., 105 (D24), 29 57929 594.

    • Search Google Scholar
    • Export Citation
  • Pal, J. S., and Coauthors, 2007: Regional climate modeling for the developing world: The ICTP RegCM3 and RegCNET. Bull. Amer. Meteor. Soc., 88, 13951409.

    • Search Google Scholar
    • Export Citation
  • Passarelli, R. E., Jr., and R. R. Braham Jr., 1981: The role of the winter land breeze in the formation of Great Lake snow storms. Bull. Amer. Meteor. Soc., 62, 482491.

    • Search Google Scholar
    • Export Citation
  • Patterson, J. C., and P. F. Hamblin, 1988: Thermal simulation of a lake with winter ice cover. Limnol. Oceanogr., 33, 323338.

  • Pease, S. R., W. A. Lyons, C. S. Keen, and M. R. Hjelmfelt, 1988: Mesoscale spiral vortex embedded within a Lake Michigan snow squall band: High resolution satellite observations and numerical model simulations. Mon. Wea. Rev., 116, 13741380.

    • Search Google Scholar
    • Export Citation
  • Perroud, M., S. Goyette, A. Martynov, M. Beniston, and O. Anneville, 2009: Simulation of multiannual thermal profiles in deep Lake Geneva: A comparison of one-dimensional lake models. Limnol. Oceanogr., 54, 15741594.

    • Search Google Scholar
    • Export Citation
  • Rayner, N. A., E. B. Horton, D. E. Parker, C. K. Folland, and R. B. Hackett, 1996: Version 2.2 of the Global Sea Ice and Sea Surface Temperature data set, 1903–1994. Climate Research Tech. Note CRTN74, Hadley Centre, Met Office, Bracknell, United Kingdom, 21 pp.

  • Reinking, R. F., and Coauthors, 1993: The Lake Ontario Winter Storms (LOWS) project. Bull. Amer. Meteor. Soc., 74, 18281849.

  • Roebber, P. J., S. L. Bruening, D. M. Schultz, and J. W. Cortinas Jr., 2003: Improving snowfall forecasting by diagnosing snow density. Wea. Forecasting, 18, 264287.

    • Search Google Scholar
    • Export Citation
  • Saha, S., and Coauthors, 2010: The NCEP Climate Forecast System Reanalysis. Bull. Amer. Meteor. Soc., 91, 10151057.

  • Scavia, D., G. L. Fahnenstiel, M. S. Evans, D. J. Jude, and J. T. Lehman, 1986: Influence of salmonine predation and weather on long-term water quality trends in Lake Michigan. Can. J. Fish. Aquat. Sci., 43, 435443.

    • Search Google Scholar
    • Export Citation
  • Schmidlin, T. W., 1993: Impacts on severe winter weather during December 1989 in the Lake Erie snowbelt. J. Climate, 6, 759767.

  • Schmidlin, T. W., J. Kosarik, D. J. Edgell, and M. A. Delaney, 1992: Design ground snow loads for Ohio. J. Appl. Meteor., 31, 622627.

    • Search Google Scholar
    • Export Citation
  • Sheridan, L. W., 1941: The influence of Lake Erie on local snows in Western New York. Bull. Amer. Meteor. Soc., 22, 393395.

  • Shi, J. J., and Coauthors, 2010: WRF simulations of the 20–22 January 2007 snow events over eastern Canada: Comparison with in situ and satellite observations. J. Appl. Meteor. Climatol., 49, 22462266.

    • Search Google Scholar
    • Export Citation
  • Sousounis, P. J., and J. M. Fritsch, 1994: Lake aggregate mesoscale disturbances. Part II: A case study of the effects on regional and synoptic-scale weather systems. Bull. Amer. Meteor. Soc., 75, 17931811.

    • Search Google Scholar
    • Export Citation
  • Stepanenko, V. M., S. Goyette, A. Martynov, M. Perroud, X. Fang, and D. Mironov, 2010: First steps of a Lake Model Intercomparison Project: LakeMIP. Boreal Environ. Res., 15, 191202.

    • Search Google Scholar
    • Export Citation
  • Sterner, R. W., 2010: In situ-measured primary production in Lake Superior. J. Great Lakes Res., 36, 139149.

  • Subin, Z. M., W. J. Riley, and D. Mironov, 2012: An improved lake model for climate simulations: Model structure, evaluation, and sensitivity analyses in CESM1. J. Adv. Model. Earth Syst., 4, M02001, doi:10.1029/2011MS000072.

    • Search Google Scholar
    • Export Citation
  • Torma, C., E. Coppola, F. Giorgi, J. Bartoly, and R. Pongracz, 2011: Validation of a high resolution version of the regional climate model RegCM3 over the Carpathian basin. J. Hydrometeor., 12, 84100.

    • Search Google Scholar
    • Export Citation
  • Tripoli, G. J., 2005: Numerical study of the 10 January 1998 lake-effect bands observed during Lake-ICE. J. Atmos. Sci., 62, 32323249.

    • Search Google Scholar
    • Export Citation
  • Vavrus, S., M. Notaro, and A. Zarrin, 2013: The role of ice cover in heavy lake-effect snowstorms over the Great Lakes Basin as simulated by RegCM4. Mon. Wea. Rev., 141, 148165.

    • Search Google Scholar
    • Export Citation
  • Warner, T. T., and N. L. Seaman, 1990: A real-time, mesoscale numerical weather prediction system used for research, teaching, and public service at the Pennsylvania State University. Bull. Amer. Meteor. Soc., 71, 792805.

    • Search Google Scholar
    • Export Citation
  • Wiggin, B. L., 1950: Great snows of the Great Lakes. Weatherwise, 3, 123126.

  • Willmott, C. J., and K. Matsuura, cited 2000: Terrestrial air temperature and precipitation: Monthly and annual time series (1950–1996) (Version 1.01). [Available online at http://climate.geog.udel.edu/~climate/html_pages/download.html.]

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