Farm state lawmakers are rushing to defend crop insurance again after President Barack Obama last week proposed chopping $18 billion from the program over 10 years in his 2017 budget plan.

The administration’s budget proposal reduces subsidies for harvest price option coverage on crop insurance policies and also makes changes to...