leaves are yellow

This is the tree on our front yard, all the leaves are yellow now and most have fallen off . The leaves are all over our yard. My son asked me why the leaves change color like this. I told him that it was because of the cold weather. I think I am right but I am not sure. He is the one asking me to take picture of it.