Per that chart, Republicans in general tend to win every income bracket above $50k. Look at the gains and losses from 2012: Trump made massive gains with lower income brackets, and lost the Republican grip on the middle and upper middle classes.

So yes, it's reasonable to say that the cohort that Trump made the largest gains with (i.e., lower income brackets) is his "voter base."