A new hierarchical Bayesian approach to analyse environmental and climatic influences on debris flow occurrence

How can debris flow occurrences be modelled at regional scale and take both environmental and climatic conditions into account? And, of the two, which has the most influence on debris flow activity? In this paper, we try to answer these questions with an innovative Bayesian hierarchical probabilisti...

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Veröffentlicht in:	Geomorphology (Amsterdam, Netherlands) Netherlands), 2015-12, Vol.250, p.407-421
Hauptverfasser:	Jomelli, Vincent, Pavlova, Irina, Eckert, Nicolas, Grancher, Delphine, Brunstein, Daniel
Format:	Artikel
Sprache:	eng
Schlagworte:	Alps Bayesian analysis Catchments Climate Climate change Debris Debris flow activity Geography Hierarchical Bayesian modelling Humanities and Social Sciences Mathematical models Permafrost Regional Regional scale
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