Why not just use dirt?! Our planet is covered in it!
A number of schools, and public facilities, near me have switched to plastic pitches for this reason. I'm not advocating for them but there is a rationale.
BTW it's not just that being very muddy makes it difficult to play on but that using the pitch in that state trashes the grass.