Ast. Jones et B. Jamieson, Meteorological forecasting variables associated with skier-triggered dry slab avalanches, COLD REG SC, 33(2-3), 2001, pp. 223-236
A variety of stability, snowpack and meteorological variables, as well as p
revious avalanche activity are typically used to forecast the potential for
skier-triggered avalanches. However, the relative importance of, and the i
nteraction between, the various variables used to forecast for skier-trigge
red avalanches have received little attention. This study analyzes the stat
istical influence of 16 simple meteorological variables, 14 calculated or e
laborated variables, and 2 variables for previous skier-triggered avalanche
activity at a helicopter skiing operation in the Columbia Mountains of Bri
tish Columbia, Canada.
Forecasting variables are individually assessed using rank correlations to
identify the variables most relevant for forecasting the potential for skie
r-triggered slab avalanches on the regional scale. The variables showing th
e strongest forecasting potential include: the largest size class of skier-
triggered avalanche over the previous one and two days, the 24-h snowfall,
the 24-h precipitation, the cumulative storm snow, the height of the snowpa
ck, and the number of days since December 1. The physical processes that re
late these variables to skier-triggered avalanches are discussed.
The predictive potential of combined forecasting variables is assessed usin
g a multi-variate classification tree model. This model is verified using t
he last two years of data that was excluded from development of the tree mo
del. The model correctly predicts relatively large avalanches approximately
two-thirds of the days for the last two years of the dataset. (C) 2001 Els
evier Science B.V. All rights reserved.