Examples from the book

Topics : Examples in this chapter are state-space models, i.e. models with dynamic state transitions in the latent layer of the hierarchical structure. Two exampels of growing complexity are presented:
- The first one is a dynamic biomass production models that is used to derive estimates of key managemet parameters and to forecast the biomass evlution under different management scenarios.
- The second example turns to a much more challenging model. It is a multidimensionnal state-space models for an stage-structured life cycle model for A. salmon which assimilates different sources of field observations.

State-space modeling of Biomass Production Models

State-space modeling of A; salmon life cycle