The first account of evidence is when Bilbo and the dwarves are making their way through the lands. As they are getting ready to make camp one of their horses gets scared by something and runs into the nearby river. They were able to get the horse out of the water however the supplies that the horse was carrying were ripped away by the force of the water. It took a smart person ration what supplies they had left. Which was not a lot.
Another