Bayesian Data-Driven approach enhances synthetic flood loss models

Flood loss estimation models are developed using synthetic or empirical approaches. The synthetic approach consists of what-if scenarios developed by experts. The empirical models are based on statistical analysis of empirical loss data. In this study, we propose a novel Bayesian Data-Driven approac...

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Veröffentlicht in:	Environmental modelling & software : with environment data news 2020-10, Vol.132, p.104798, Article 104798
Hauptverfasser:	Sairam, Nivedita, Schröter, Kai, Carisi, Francesca, Wagenaar, Dennis, Domeneghetti, Alessio, Molinari, Daniela, Brill, Fabio, Priest, Sally, Viavattene, Christophe, Merz, Bruno, Kreibich, Heidi
Format:	Artikel
Sprache:	eng
Schlagworte:	Bayesian analysis Empirical analysis Flood predictions Floods Hydrologic data Mathematical models Predictions Statistical analysis
Online-Zugang:	Volltext
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