That sounds reasonable. The more I think about it, the more I think that they probably already had guessed which compounds might be present, and simply performe

That sounds reasonable. The more I think about it, the more I think that they probably already had guessed which compounds might be present, and simply performed a variety of tests on the gas to determine if those compounds were present.