is not terribly wrong, but tends to express a truly instant event that occurs all of a sudden. If I understand the context correctly, you are describing a phenomenon that progresses over a few days, so sounds more natural. But if you have unexpectedly entered a cold room, saying is equally natural.
As the linked question says, also carries the nuance of subjective unexpectedness or mental unpreparedness, but this difference is not important now.