What are the different environmental impacts of using petroleum, soy and water printing inks?

Jeff K asked: What are the differences between petroleum-based, soy-based and water based printing inks in terms of their impact on the environment? Furthermore, does the use of a soy-based ink pose any negative environmental impacts comparable to those of petroleum-based inks?