Get a good aquarium water test kit and see if anything come up, especially any nitrogen compounds. Just in case you managed to trap water from a leaky septic system or some other bad source of runoff. Last thing you would want to swim in if so.

Otherwise I would assume anaerobic decomposition bubbles. I have some good stink coming up from some seeps in my dam wall which is bringing up organic-laden water.