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A vehicular hybrid network system includes a cognitive radio network service provider (CRNSP) module configured to host a cognitive radio ad hoc vehicular network (CRAVENET) and to provide information services to a plurality of vehicles in the CRAVENET. The system also includes a spectrum leasing module in communication with the network service provider module, the spectrum leasing module configured to communicate with a wireless service provider (WSP) to lease spectrum from the WSP for use by the plurality of vehicles in the CRAVENET.