We should probably call the neighbors about that barking dog running through their yard.

Which of the following correctly describes the verbal and its function in this sentence?

Barking is a present participle describing the dog.
Barking is a gerund describing the dog.
Running is a present participle describing the dog.
Running is a past participle describing the dog.