Thal buffed Incense to 3 gold a long while ago because it often - always? - appears in desert, and recently buffed desert tiles in general by +1 gold, so I'm very sure the Incense is correct.
I can't recall ever seeing desert lake tiles so you are probably right about that being too high. Floodplains (riverside desert) at 3 food is intended, though.