Modeling fish habitat: model tuning, fit metrics, and applications

Knowledge of the habitat associations and spatial–temporal distributions of wild animals is essential for successful ecosystem management, and effective analytical approaches are key to develop accurate models of these relationships. We explore the influence of several modeling techniques, tuning parameters, and assignment thresholds on a variety of model fit metrics to characterize habitat associations and make spatial–temporal predictions of …