Maybe it's the scientists they don't trust?
Maybe it's the scientists they don't trust?
You shouldn't trust any claims by scientists about global trends in mean temperatures. We can say this with confidence, without being able to compute a better timeseries, by just looking to see if the basics of the scientific method are being followed by those who do it. If we do that check we find that they don't follow the scientific method. Specifically, they edit past observations to bring them into line with theory instead of deriving theory from data believed to be robust.
https://retractionwatch.com/2021/08/16/will-the-real-hottest...
If only one person claims X then it might be fraud. If large numbers of seemingly unrelated people all claim X then you're forced to decide between X and a global conspiracy to misrepresent X.
To your example. Importantly, even if you deemed one of the global mean temperature datasets to be untrustworthy there are other related (but different) datasets. There are also other pieces of evidence related to the downstream claims that don't look directly at temperature.
There are many things that cannot be feasibly verified empirically without access to rare resources.
It's a bit like how can we trust online shopping if I get all these emails trying to sell me aphrodisiac pills?
(it's very funny to pretend tech is still, or really much ever was, one big libfest. it's funnier to say this here of all places)