In theory, scale shouldn't be an issue. After all, you need enough farms to produce feed for those animals. It's just a matter of processing those by products into fertilizer and distributing it over the massive area that is used for crop production.

Although industrial farming could be considered an environmental problem, regardless of the chickens.