%0 Conference Proceedings
%T Theoretical Analysis and Optimization of Nonlinear ODE Systems for Marine Ecosystem Models
%+ Christian-Albrechts-Universität zu Kiel = Christian-Albrechts University of Kiel = Université Christian-Albrechts de Kiel (CAU)
%A Heinle, Anna
%A Slawig, Thomas
%Z Part 7: Applications and Control of Lumped Parameter Systems
%< avec comité de lecture
%( IFIP Advances in Information and Communication Technology
%B 25th System Modeling and Optimization (CSMO)
%C Berlin, Germany
%Y Dietmar Hömberg
%Y Fredi Tröltzsch
%I Springer
%3 System Modeling and Optimization
%V AICT-391
%P 501-510
%8 2011-09-12
%D 2011
%R 10.1007/978-3-642-36062-6_50
%K Climate models
%K Marine ecosystem models
%K Parameter optimization
%K Ordinary differential equations
%Z Computer Science [cs]Conference papers
%X We present the investigation of a biogeochemical marine ecosystem model used as part of the climate change research focusing on the enhanced carbon dioxid concentration in the atmosphere. Numerical parameter optimization has been performed to improve represention of observational data using data assimilation techniques. Several local minima were found but no global optimum could be identified. To detect the actual capability of the model in simulating natural systems, a theoretical analysis of the model equations is conducted. Here, basic properties such as continuity and positivity of the model equations are investigated.
%G English
%Z TC 7
%2 https://inria.hal.science/hal-01347576/document
%2 https://inria.hal.science/hal-01347576/file/978-3-642-36062-6_50_Chapter.pdf
%L hal-01347576
%U https://inria.hal.science/hal-01347576
%~ IFIP
%~ IFIP-AICT
%~ IFIP-TC
%~ IFIP-TC7
%~ IFIP-CSMO
%~ IFIP-AICT-391