I believe the wind was blowing towards Mito from Fukushima Daiichi that day.
Note that on 3/21, the wind was coming from the north-east:
http://www.data.jma.go.jp/obd/stats...C%CB&year=2011&month=3&day=21&elm=daily&view=
Likewise on 4/9 and 4/10:
http://www.data.jma.go.jp/obd/stats...90%85%8C%CB&year=2011&month=04&day=21&view=p1
[Add: Now I see PietKuip has provided similar data. I would add that 3/21 and 4/9 it was raining in Mito, 4/10 it was not. 4/12 it was sunny in Mito, and wind was from the north. To know if the (possibly curving) wind path links up with Fukushima Daiichi one really needs the 2-dimensional AMEDASU plots for the region, but they only seem to go back 2 days.]
I'm not in Mito, but from what I have seen locally, fallout from Fukushima Daiichi is only observed when the wind is blowing our way from there, regardless of rain. We have had both sunny and rainy days when the wind was not blowing towards us, with no rise in background counts. We have also had sunny and rainy days when the wind was blowing towards us, with a rise seen. I imagine the rain helps flush out the local atmosphere more efficiently, but I don't think there is a cloud of old radioactive particles hanging over eastern Japan to be flushed out by rain.