Date: Month and Day To Use TH or Not [closed]
Solution 1:
Although I agree with Choster and Cascabel's comments that this is a matter of style, I want to raise one more possibility.
Strunk and White take the position that dates in dialogue should be spelled out. Since your example is direct reporting of a statement thought to oneself, consider writing, "March fifteenth had never been that cold."