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Practical identifiability analysis of environmental models

Marsili-Libelli, Stefano; Beck, M B; Brunner, Philip; Croke, Barry; Guillaume, Joseph; Jakeman, Anthony; Jakeman, John; Keesman, Karel J.; Stigter, Hans

Description

Identifiability of a system model can be considered as the extent to which one can capture its parameter values from observational data and other prior knowledge of the system. Identifiability must be considered in context so that the objectives of the modelling must also be taken into account in its interpretation. A model may be identifiable for certain objective functions but not others; its identifiability may depend not just on the model structure but also on the level and type of noise,...[Show more]

CollectionsANU Research Publications
Date published: 2014
Type: Conference paper
URI: http://hdl.handle.net/1885/54328
Source: Proceedings - 7th International Congress on Environmental Modelling and Software: Bold Visions for Environmental Modeling, iEMSs 2014

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