Here's why:
* Adverbs modify verbs, adjectives, or other adverbs. "Gradually" describes how something happens (the verb).
* Adverbs often end in "-ly". This is a common indicator of an adverb.
Example:
The sun gradually set below the horizon.
("Gradually" modifies the verb "set" and describes how the sun set.)