A new approach of fitting biomass dynamics models to data.

Abstract:

:A non-traditional approach of fitting dynamic resource biomass models to data is developed in this paper. A variational adjoint technique is used for dynamic parameter estimation. In the variational formulation, a cost function measuring the distance between the model solution and the observations is minimized. The data assimilation method provides a novel and computationally efficient procedure for combining all available information, i.e., the data and the model in the analysis of a resource system. This technique will be used to analyze data for the North-east Arctic cod stock. Two alternative population growth models: the logistic and the Gompertz model are used for estimating parameters of simple bioeconomic models by the method of constrained least squares. Estimates of the parameters of the models dynamics are reasonable and can be accepted. The main inference from the work is that the average fishing mortality is found to be significantly above the maximum sustainable yield value.

journal_name

Math Biosci

journal_title

Mathematical biosciences

authors

Ussif AA,Sandal LK,Steinshamn SI

doi

10.1016/s0025-5564(02)00178-5

subject

Has Abstract

pub_date

2003-03-01 00:00:00

pages

67-79

issue

1

eissn

0025-5564

issn

1879-3134

pii

S0025556402001785

journal_volume

182

pub_type

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