I'm not a big fan of Roundup (I say send kids through the field cutting weeds with a bean hook like I did growing up; it builds character), but they have a legit argument that spraying post-emergence causes less runoff than tilling weeds under before planting, so you retain more soil and have less chemicals running into waterways.