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And most published one too!
Personally I only found males from may till october (in NL). I am very keen on looking at the sexe when I see first ones fly, they always are females.
Perhaps, when males are found, they are remnants of the late autumn generation.

By the way: it's getting warmer here, this week... keep our eyes open :o