As a fully qualified and well trained meteorological observer (in a past life) I can assure you that instruments used to measure such quantities as temperature, barometric pressure, humidity, wind strength and direction, and so on, have built in inaccuracies, dependent on maker, maintenance, and siting, amongst other things.