FARNBOROUGH, England—Alabama's governor said the state agreed to an "expensive" package of incentives to lure Airbus into establishing its first U.S. jet-assembly plant.

Airbus is to receive $158 million in financial and logistical support for the factory it expects to start building in the Gulf of Mexico port of Mobile next year, providing a new beachhead in its global sales battle with Boeing Co.

Alabama...