One paper published in 2008 concluded that "the idea that pleasant weather increases people's positive mood in general is not supported by the findings of this study".
Since returning from Iraq I have suffered nightmares, insomnia, massive swings in mood and general ill health, although I put this down to a shoulder operation that I had undergone.