It is a dependent clause that acts like a verb, because it depends on the possibility of taking the dog for a walk in the morning, because without getting up early, there is no possibility of taking the dog for a walk early. It doesn't modify the verb take, or the noun dog. It also cannot act as an adjective becuse it isn't modifying anything.
