A brown dog plays in a deep pile of snow.
A brown dog plays in snow
A deep pile of snow is snow that the dog is playing in
In both sentences the dog plays in snow.  Sentence two is more succinct.
Sentence 2 confirms sentence 1's statement that a dog is playing in the snow.