Marine ecosystems, biodiversity and fisheries are under pressure worldwide because of global changes including climate warming and demographic pressure. In that regard, many scientists and stakeholders advocate ecosystem-based fishery management (EBFM). But how such EBFM can be operationalized in ecological-economic terms remains unclear. To address such issues, we propose a model of intermediate complexity (MICE) relying on multi-species, resource-based and multi-fleet dynamics, also taking climate effects into account. The model is calibrated for the small-scale coastal fishery in French Guiana. From the calibrated model, we compare different fishing species in terms of sustainability through to 2070, including a predictive strategy and t...