Can I register a trademark in Dubai only?

No trademark registrations in the UAE are federal registrations which cover the all the seven emirates in the UAE namely; Abu Dhabi (which serves as the capital), Ajman, Dubai, Fujairah, Ras Al Khaimah, Sharjah and Umm Al Quwain.