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I just came across the following datasets in hosted on AWS S3. That makes them convenient to process if one uses AWS.
High resolution climate data to help assess the impacts of climate change primarily on agriculture. These open access datasets of climate projections will help researchers make climate change impact assessments. Last Modified: Dec 8, 2014 18:49 PM GMT
Three NASA NEX datasets are now available, including climate projections and satellite images of Earth. Last Modified: Nov 12, 2013 13:27 PM GMT
A collection of daily weather measurements (temperature, wind speed, humidity, pressure, &c.) from 9000+ weather stations around the world. Last Modified: Sep 29, 2009 0:48 AM GMT