It's not something that climatologists and meteorologists are unaware of. Even for longer-running weather stations you can get a heat island effect if they're in a city and it's built up over time. So while I can't say exactly why you got the result you did with this specific query and dataset it is something that is taken into account when analyzing this kind of data.