A Model for Avalanche Forecasting on the Bonaigua Pass, Spain, Using Classification Trees
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"A Model for Avalanche Forecasting o..." refers methods in this paper
...This is based on the algorithm developed in publishing Breiman (1984). CART is a non - parametric binary segmentation method which aims to generate homogeneous populations....
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...The main objective of this work is to use this database to determine the most significant meteorological variables and potentially, develop a model to predict avalanche days on this stretch of road C 28 using classification trees based on the algorithm of Breiman (1984). Knowledge of the dynamics of avalanches in different sectors of the route has allowed to distinguish three sub-areas (Fig....
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...The statistical tool chosen to develop the model is a classification tree developed in the work “Classification and regression trees” (CART) de Breiman (1984)....
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...This is based on the algorithm developed in publishing Breiman (1984)....
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...The main objective of this work is to use this database to determine the most significant meteorological variables and potentially, develop a model to predict avalanche days on this stretch of road C - 28 using classification trees based on the algorithm of Breiman (1984)....
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64 citations
"A Model for Avalanche Forecasting o..." refers methods in this paper
...Also classification and regression trees have been used in many occasions (Davis et al., 1992), (Davis and Elder, 1994), (Davis et al., 1999), (Rosenthal et al., 2002)....
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59 citations
"A Model for Avalanche Forecasting o..." refers methods in this paper
...More recently, Hendrikx et al. (2005) and Murphy and Hendrikx (2014) have complemented this method using cross-validation for test sample....
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28 citations