Certain bacteria cause hydrogen sulphide to form which is very, very deadly. It is heavier than air so tends to collect in confined spaces.
It can develop from just about anything. At work we sometimes leave dirty water (rainwater that has picked up dirt from the floor and gone down a drain into a tank) in tanks for a while (about a month is all it takes) and it comes out black and stinking with enough H2S to kill.