It has been my belief for years that much of the climate science community has ignored the effect of instrument error on their conclusions. (climateaudit.org)
Instrument error showing the ocean was cooler than it actually is. (skepticalscience.com)
Update: Several folks have argued that the individual instrument error bars are irrelevant, I suppose because their errors will average. (climate-skeptic.com)