Adding an issue here that has been posted on huggingface, to make sure it's on our radar:
https://huggingface.co/datasets/climateset/climateset/discussions/2
(12 corrupted files, but always random single ones).
Needs to be confirmed and if it's indeed an issue with the uploaded data, tracked down.