The Ensemble Kalman Filter in Bioeconomics
Norwegian School of Economics (NHH)
Leif Kristoffer Sandal
Norwegian School of Economics (NHH) - Department of Business and Management Science
May 14, 2012
NHH Dept. of Finance & Management Science Discussion Paper No. 2012/5
We demonstrate the power of the Ensemble Kalman Filter in specifying ecosystem models ideal for bioeconomic analysis. Bioeconomic analysis requires models to be relatively simple, but models must still capture the nature and dynamics of the system. With the Ensemble Kalman Filter, we are able to capture complex dynamics in multispecies models with models simple enough to allow further bioeconomic analysis. While bioeconomic analysis has had limited influence on management decisions, the advent of new methods and the need for high dimensional ecosystem based management models may make bioeconomic research more relevant in the future. The filter is applied to a ecosystem model of the commercially most important species in the Barents Sea. The simpler, aggregated stochastic biomass models capture the complex dynamics of the pelagic stocks on the level needed for making decisions on for example allowable catches.
Number of Pages in PDF File: 29
Keywords: Ensemble Kalman Filter, Ecosystem Management, Bioeconomics, Aggregated Biomass Models
JEL Classification: Q00, Q50, Q57working papers series
Date posted: May 15, 2012
© 2014 Social Science Electronic Publishing, Inc. All Rights Reserved.
This page was processed by apollo7 in 0.219 seconds