Statistical emulation of a tsunami model for sensitivity analysis and uncertainty quantification
Due to the catastrophic consequences of tsunamis, early warnings need to be issued quickly in order to mitigate the hazard. Additionally, there is a need to represent the uncertainty in the predictions of tsunami characteristics corresponding to the uncertain trigger features (e.g. either position,...
Main Authors: | A. Sarri, S. Guillas, F. Dias |
---|---|
Format: | Article |
Language: | English |
Published: |
Copernicus Publications
2012-06-01
|
Series: | Natural Hazards and Earth System Sciences |
Online Access: | http://www.nat-hazards-earth-syst-sci.net/12/2003/2012/nhess-12-2003-2012.pdf |
Similar Items
-
Emulators in the investigation of sensitivities and uncertainties in tsunami models
by: Sarri, A.
Published: (2015) -
Optimization via Statistical Emulation and Uncertainty Quantification: Hosting Capacity Analysis of Distribution Networks
by: Hailiang Du, et al.
Published: (2021-01-01) -
Faster Than Real Time Tsunami Warning with Associated Hazard Uncertainties
by: Daniel Giles, et al.
Published: (2021-01-01) -
Eigenvector continuation as an efficient and accurate emulator for uncertainty quantification
by: S. König, et al.
Published: (2020-11-01) -
Computationally efficient statistical approaches for spatial modelling and high-dimensional emulation of tsunami models
by: Liu, X.
Published: (2016)