Journal of Glaciology · 1977 · 45 citations · 1 references
BusinessData ScienceForecastingRisk AnalysisTime Series AnalysisAvalanche ProcessesCatastrophe ModelingForecast EvaluationMultivariate ForecastingTime Series ForecastingAvalanche ForecastingAvalanche Hazard AssessmentAvalanche ModelingHazard ForecastingMultivariate Data AnalysisStatistical Forecasting Models
Abstract Principal problems concerning the raw data and methodological limitations of statistical and conventional avalanche forecasting methods are summarized. The concepts of four statistical models based on multivariate data analysis, are outlined in a few words. In order to give an idea of the potential and quality of the different methods, test runs over two winters are discussed and a tentative store is established. Statistical models I and IV, together with the conventional forecast, attain a score of 70-80%, whereas statistical models II and III show a slightly poorer performance.
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Hydrological Sciences Bulletin · 1973 · 31 citations · Full text