The O.E.D. doesn't appear to include it, but Collins Dictionary defines pluviophile as "a lover of rain; someone who finds joy and peace of mind during rainy days".
As I've said often before, I am one, and I meet all the criteria here.
Charlotte Brontë: Jane Eyre
~ For discussion from Saturday, 25th. April