This is a pretty amazing satellite composite: the average of all MODIS cloud measurements between July 2002 and April 2015. What's interesting here is the big-picture: cloudy conditions along the ITCZ and cloud-free conditions over the Atacama, the Sahara, the Arabian Peninsula, and Australia - now we can ask the question: why?
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