The severity of environmental problems and their socio-economic effects are important research issues as pollution and damages are local or global externalities implying market failures when in most of the cases the sources of pollution do not consider the full cost (including the related social costs) caused to others by their actions. Managing the various environmental problems and their associated implications is of interest to decision makers.