The owners manual has some info about what grade ultra low sulfur diesel to use. If I remember right grade 2 is for temps down to 20f. Winter grade is a mix of grade 2 and grade 1. And pure grade 1 is for -20f or less.... But check the manual to be sure!
Just to clarify, talking about fuel, not engine oil :-)