This is a jukugo word, which usually means on'yomi readings from the kanji. That is true with this word as well. Make sure to take note that 月 is using the がつ reading and not the げつ one. This is true for all "month words" in Japanese.
I got married on February third.
In February, air tickets to Japan are very cheap.
Our affair began in February of last year.