A comprehensive global sensitivity analysis for biological model diagnosis and parameterization: application to the NEMA model

Qiongli Wu 1, 2 Jessica Bertheloot 3 Paul-Henry Cournède 1
2 DIGIPLANTE - Modélisation de la croissance et de l'architecture des plantes
MAS - Mathématiques Appliquées aux Systèmes - EA 4037, Inria Saclay - Ile de France, Ecole Centrale Paris, CIRAD - Centre de Coopération Internationale en Recherche Agronomique pour le Développement
Abstract : A new comprehensive methodology of global sensitivity analysis is applied on NEMA model. Besides the common objectives of global sensitivity analysis for ranking the importance of individul input factors, we also anayzed specifically about function modules in the model, hence we can get the information about the improtance and interactions of the physical processes attached to these modules. The result can be very helpful in the parameterization process and provide new biological insights and diagnosis for NEMA.
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https://hal.archives-ouvertes.fr/hal-00826102
Contributor : Qiongli Wu <>
Submitted on : Sunday, May 26, 2013 - 7:18:32 PM
Last modification on : Thursday, April 25, 2019 - 11:12:27 AM

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Qiongli Wu, Jessica Bertheloot, Paul-Henry Cournède. A comprehensive global sensitivity analysis for biological model diagnosis and parameterization: application to the NEMA model. Seventh International Workshop on Functional-Structural Plant Models, Jun 2013, Saariselkä, Finland. ⟨hal-00826102⟩

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