Decision support for disaster relief: Coordinating spontaneous volunteers

•Coordination of spontaneous volunteers requires multi-objective approaches.•Uncertainty during disasters can be addressed through sequences of deterministic instances.•Generic set of objective functions allows for broad applicability of our decision support model.•Computational experiments demonstrate the applicability of the model in practice.