It's already in the Schengen.

Iceland already heavily integrated into the EU, the only outliers are currency, foreign policy, security, political institutions, customs and some trading sectors like fishing.

Currency (since the exchange rate to the Euro is what sets pricing in Iceland) and security are the reasons many want to get closer.