Updating with a bit of fresh information:
https://dmfatlanta.com/products/railgear/rw-1013/
http://www.nscorp.com/content/nscorp/en/bizns/special-feature/big-wheels-keep-nsoperationsturning.html
4x4's are used because of the increased ground clearance, and necessity of driving in loose gravel...