NUMERICAL AVALANCHE PREDICTION - KOOTENAY PASS, BRITISH-COLUMBIA, CANADA

被引:49
作者
MCCLUNG, DM
TWEEDY, J
机构
[1] UNIV BRITISH COLUMBIA, DEPT CIVIL ENGN, VANCOUVER V6T 1Z4, BC, CANADA
[2] BRITISH COLUMBIS MINIST TRANSPORTAT & HIGHWAYS, NELSON V1L 6B9, BC, CANADA
关键词
D O I
10.3189/S0022143000007437
中图分类号
P9 [自然地理学];
学科分类号
0705 ; 070501 ;
摘要
A numerical avalanche-prediction scheme was developed for highway applications at Kootenay Pass, British Columbia. The model features parametric discriminant analysis using Bayesian statistics to predict avalanche occurrences. Cluster techniques are then employed in discriminant space to analyze avalanche occurrences by the method of nearest neighbours. Extensive numerical testing of the model using an historical data base indicates that prediction accuracy may be 70% or better for both avalanche and non-avalanche time intervals.
引用
收藏
页码:350 / 358
页数:9
相关论文
共 14 条
[1]  
[Anonymous], 1971, MULTIVARIATE ANAL TE
[2]  
Bois P., 1975, INT ASS HYDROLOGICAL, V114, P391
[3]  
Bovis M.J., 1977, J GLACIOL, V18, P87
[4]  
BOVIS MJ, 1976, INSTAAR19 OCC PAP
[6]  
BUSER O, 1985, OCT INT SNOW SCI WOR, P109
[7]  
Buser O., 1987, PROC S AVALANCHE FOR, P557
[8]  
EISENBEIS RA, 1972, DISCRIMINANT ANAL CL
[9]   AVALANCHE WEATHER FORECASTING AT THE NORTHWEST-AVALANCHE-CENTER, SEATTLE, WASHINGTON, USA [J].
FERGUSON, SA ;
MOORE, MB ;
MARRIOTT, RT ;
SPEERSHAYES, P .
JOURNAL OF GLACIOLOGY, 1990, 36 (122) :57-66
[10]  
Klir G.J., 1988, FUZZY SETS UNCERTAIN