Agricultural leaders and farm-state lawmakers last week pledged to fight the Trump administration’s budget proposals that would make deep cuts in the farm safety net, particularly in federal support for crop insurance, and in U.S. Department of Agriculture (USDA) conservation programs.

Farm leaders and lawmakers agree with the administration’s effort to trim the overall federal budget and cut the deficit. But, they noted, the...