Disclosed are single liquid-phase herbicide compositions comprising by weight, from 0.1 to 20% of one or more sulfonylurea herbicides, from 0 to 40% of one or more biologically active agents other than sulfonylurea herbicides, from 0.1 to 10% of one or more lignosulfonates, from 0 to 99.8% of one or more fatty acid esters of C-C alkanols, and from 0 to 20% of one or more additional formulating ingredients.