The application of componentised modelling techniques to catastrophe model generation

Royse, K.R.; Hillier, J.K.; Wang, L.; Lee, T.F.; O'Niel, J.; Kingdon, A. ORCID: https://orcid.org/0000-0003-4979-588X; Hughes, A.. 2014 The application of componentised modelling techniques to catastrophe model generation. Environmental Modelling & Software, 61. 65-77. https://doi.org/10.1016/j.envsoft.2014.07.005

Before downloading, please read NORA policies.

Preview

Text
app of IEM to cat model genv2.pdf - Accepted Version
Download (565kB) | Preview

Official URL: http://dx.doi.org/10.1016/j.envsoft.2014.07.005

Abstract/Summary

In this paper we show that integrated environmental modelling (IEM) techniques can be used to generate a catastrophe model for groundwater flooding. Catastrophe models are probabilistic models based upon sets of events representing the hazard and weights their likelihood with the impact of such an event happening which is then used to estimate future financial losses. These probabilistic loss estimates often underpin re-insurance transactions. Modelled loss estimates can vary significantly, because of the assumptions used within the models. A rudimentary insurance-style catastrophe model for groundwater flooding has been created by linking seven individual components together. Each component is linked to the next using an open modelling framework (i.e. an implementation of OpenMI). Finally, we discuss how a flexible model integration methodology, such as described in this paper, facilitates a better understanding of the assumptions used within the catastrophe model by enabling the interchange of model components created using different, yet appropriate, assumptions.

Item Type:	Publication - Article
Digital Object Identifier (DOI):	https://doi.org/10.1016/j.envsoft.2014.07.005
ISSN:	1364-8152
Additional Keywords:	Integrated environmental modelling Catastrophe modelling Groundwater flooding
NORA Subject Terms:	Earth Sciences Mathematics Data and Information
Date made live:	08 Aug 2014 14:46 +0 (UTC)
URI:	https://nora.nerc.ac.uk/id/eprint/508016

Item Type:

Publication - Article

Digital Object Identifier (DOI):

https://doi.org/10.1016/j.envsoft.2014.07.005

ISSN:

1364-8152

Additional Keywords:

Integrated environmental modelling Catastrophe modelling Groundwater flooding

NORA Subject Terms:

Earth Sciences
Mathematics
Data and Information

Date made live:

08 Aug 2014 14:46 +0 (UTC)