✔ 最佳答案
The weather that day was really perfect.
"that day" functions as an adverb like today, tomorrow and yesterday, telling the time of event.
The adverb of time can also placed at the beginning or at the end of the sentence.
e.g. The weather was really perfect that day.
That day, the weather was really perfect.
2012-11-05 09:14:20 補充:
"That day" can also be used as a noun.
e.g. That day was my birthday. (Of course, "that day" refers to a day you have already mentioned in the previous sentences.)