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Original Articles

Statistical models for short- and long-term forecasts of snow depth

Pages 1133-1156 | Received 10 Nov 2015, Accepted 07 Jul 2017, Published online: 31 Jul 2017

References

  • J. Blanchet and A.C. Davison, Spatial modeling of extreme snow depth, Ann. Appl. Statist. 5 (2011), pp. 1699–1725. doi: 10.1214/11-AOAS464
  • D. Bocchiola, M. Medagliani, and R. Rosso, Regional snow depth frequency curves for avalanche hazard mapping in central Italian Alps, Cold Reg. Sci. Technol. 46 (2006), pp. 204–221. doi: 10.1016/j.coldregions.2006.07.004
  • R.D. Brown, B. Brasnett, and D. Robinson, Gridded North American monthly snow depth and snow water equivalent for GCM evaluation, Atmosphere-Ocean 41 (2003), pp. 1–14. doi: 10.3137/ao.410101
  • M. Delle, Y. Zhou, X. Deng, and R.B. Stull, Probabilistic aspects of meteorological and ozone regional ensemble forecasts, J. Geophys. Res. Atmos. 111 (2006).
  • P.K. Dunn and G.K. Smyth, dglm: Double Generalized Linear Models, R Package Version 1.8.2, 2015. Available at http://CRAN.R-project.org/package=dglm.
  • M. Falarz, Long-term variability in reconstructed and observed snow cover over the last 100 winter seasons in Cracow and Zakopane (southern Poland), Climate Res. 19 (2002), pp. 247–256. doi: 10.3354/cr019247
  • Fnugg, fnugg.no., n.d. Accessed 14 November 2016.
  • T. Jonas, C. Marty, and J. Magnusson, Estimating the snow water equivalent from snow depth measurements in the Swiss Alps, J. Hydrol. (Amst) 378 (2009), pp. 161–167. doi: 10.1016/j.jhydrol.2009.09.021
  • I. Juga, P. Nurmi, and M. Hippi, Statistical modelling of wintertime road surface friction, Meteorol. Appl. 20 (2013), pp. 318–329. Available at http://dx.doi.org/10.1002/met.1285. doi: 10.1002/met.1285
  • S.W. Kienzle, A new temperature based method to separate rain and snow, Hydrol. Process. 22 (2008), pp. 5067–5085. Available at http://dx.doi.org/10.1002/hyp.7131. doi: 10.1002/hyp.7131
  • J. Kohler, O. Brandt, M. Johansson, and T. Callaghan, A long-term Arctic snow depth record from Abisko, northern Sweden, 1913–2004, Polar Res. 25 (2006), pp. 91–113. doi: 10.3402/polar.v25i2.6240
  • E. Kuusisto, Snow accumulation and snowmelt in Finland, Technical Report 55, National Board of Waters, Finland, Helsinki, 1984.
  • G.J. McCabe and D.M. Wolock, Long-term variability in Northern Hemisphere snow cover and associations with warmer winters, Clim. Change 99 (2010), pp. 141–153. doi: 10.1007/s10584-009-9675-2
  • A. Möller, A. Lenkoski, and T.L. Thorarinsdottir, Multivariate probabilistic forecasting using ensemble Bayesian model averaging and copulas, Q. J. R. Meteorol. Soc. 139 (2013), pp. 982–991. doi: 10.1002/qj.2009
  • R Core Team, R: A Language and Environment for Statistical Computing, R Foundation for Statistical Computing, Vienna, Austria, 2015. Available at https://www.R-project.org/.
  • P.J. Roebber, S.L. Bruening, D.M. Schultz, and J.V.C. Jr, Improving snowfall forecasting by diagnosing snow density, Weather Forecast. 18 (2003), pp. 264–287. doi: 10.1175/1520-0434(2003)018<0264:ISFBDS>2.0.CO;2
  • T.M. Saloranta, Simulating snow maps for Norway: Description and statistical evaluation of the Senorge snow model, Cryosphere 6 (2012), pp. 1323–1337. doi: 10.5194/tc-6-1323-2012
  • S.C. Scherrer, M. Croci-Maspoli, R. Weingartner, and C. Appenzeller, Snow variability in the Swiss Alps 1864–2009, Int. J. Climatol. 33 (2013), pp. 3162–3173. Available at http://dx.doi.org/10.1002/joc.3653. doi: 10.1002/joc.3653
  • See Norway, senorge.no., n.d. Accessed 14 November 2016
  • J.M.L. Sloughter, A.E. Raftery, T. Gneiting, and C. Fraley, Probabilistic quantitative precipitation forecasting using Bayesian model averaging, Mon. Weather Rev. 135 (2007), pp. 3209–3220. doi: 10.1175/MWR3441.1
  • Snow Forecast, snow-forecast.com., n.d. Accessed 9 November 2015.
  • R.D. Stern and R. Coe, A model fitting analysis of daily rainfall data, J. Roy. Statist. Soc. Ser. A 147 (1984), pp. 1–34. Available at http://www.jstor.org/stable/2981736. doi: 10.2307/2981736
  • L. Wen, N. Nagabhatla, S. Lu, and S.-Y. Wang, Impact of rain snow threshold temperature on snow depth simulation in land surface and regional atmospheric models, Adv. Atmos. Sci. 30 (2013), pp. 1449–1460. doi: 10.1007/s00376-012-2192-7
  • Y. Zhang, T. Li, and B. Wang, Decadal change of the spring snow depth over the Tibetan plateau: The associated circulation and influence on the East Asian summer monsoon, J. Clim. 17 (2004), pp. 2780–2793. doi: 10.1175/1520-0442(2004)017<2780:DCOTSS>2.0.CO;2

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