This Fisheries Centre Research Report includes two papers that describe whole-ecosystem models of two tropical breeding areas for baleen whales: Northwest Africa and the Caribbean. A mass-balance model, sources of data, and derivations of model parameters are detailed for each region. Exploration of the different sources of uncertainty and their effects on the modelling outcomes are also provided. Analyses based on these models examine the potential competition between whales and fisheries for marine resources.