From Configuration>Inventory>Spaces tab you will be able to delete or edit your spaces.
Click on the locker to unlock, and you will find the buttons to delete or edit each space.
This action will affect and modify other parts of the inventory configuration.
Bear in mind, changes cannot be undone.