Ensemble models from machine learning: an example of wave runup and coastal dune erosion

<p>After decades of study and significant data collection of time-varying swash on sandy beaches, there is no single deterministic prediction scheme for wave runup that eliminates prediction error – even bespoke, locally tuned predictors present scatter when compared to observations. Scatter i...

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Bibliographic Details
Main Authors: T. Beuzen, E. B. Goldstein, K. D. Splinter
Format: Article
Language:English
Published: Copernicus Publications 2019-10-01
Series:Natural Hazards and Earth System Sciences
Online Access:https://www.nat-hazards-earth-syst-sci.net/19/2295/2019/nhess-19-2295-2019.pdf