PARAMETER ESTIMATION FOR AN ALLOMETRIC FOOD WEB MODEL

The application of mechanistic models to natural systems is of interest to ecological researchers. We use the mechanistic Allometric Trophic Network (ATN) model, whichis well-studied for controlled and theoretical systems, to describe the dynamics of the aphidRhopalosiphum padi in an agricultural fi...

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Veröffentlicht in:International journal of pure and applied mathematics : IJPAM 2017, Vol.114 (1), p.143
Hauptverfasser: Banks, H.T., Banks, J.E., Bommarco, R., Curtsdotter, A., Jonsson, T., Laubmeier, A.N.
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Sprache:eng
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Zusammenfassung:The application of mechanistic models to natural systems is of interest to ecological researchers. We use the mechanistic Allometric Trophic Network (ATN) model, whichis well-studied for controlled and theoretical systems, to describe the dynamics of the aphidRhopalosiphum padi in an agricultural field. We diagnose problems that arise in a first attemptat a least squares parameter estimation on this system, including formulation of the modelfor the inverse problem and information content present in the data. We seek to establishwhether the field data, as it is currently collected, can support parameter estimation for theATN model.
ISSN:1311-8080
1314-3395
1314-3395
DOI:10.12732/ijpam.v114i1.12