In a recent Facebook post, a group of experienced CELTA trainers recommended their favourite methodology books for trainees on initial courses like CELTA. This is the resulting list (links added for convenience - I'm not on any commission!)
Other useful resources mentioned
And there are, of course, the 'big two'!