according to the Oxford English Dictionary :
If they say the Moon is blue, we must believe that it is true
The phenomenon occurs when there is a second full moon in one calendar month.
The infrequent nature of this lunar event led to the phrase "once in a blue moon" to signify a rare occurrence.
It does not actually mean the moon will be blue.
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