He specifically talks about snow and ice reaching the gulf coast, so, no, that's not about Maryland north.
Also here posts about Atlanta in mid Feb. being -14C, or about 7 F
Even with the cold expected to return, caution is advised on using the Brazillan to predict how cold it actually gets as that model has a notoriously strong cold bias.