Just about everything you need to to know about our pernicious, fickle and changeable weather is in Antony Woodward and Robert Penn's 'The Wrong Kind of Snow'.
There is a page for each day of the year and a storm of facts, figures and stories relating to the weather - how we measure it, the chaos it has caused, the inspiration (and depression) it has given writers, who are much quoted. There's lots of sporting detail, loads of historical references - from the acknowledgements, you can see that a huge number of researchers were involved with the project and it shows.
I bought it thinking that I would leave it in the loo and read a page a day, but once I started I found myself devouring months and quarters at a time.
Definitely one of those books that you can read through in a sitting or leave on the bookshelf for reference.