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Please note that most of the time, these population distribution datasets are usually not available. In this case, one may use data sets based on census data such as those shared through projects like WordldPop WorldPop (http://www.worldpop.org.uk/) or the Gridded Population of the World (GPW, http://sedac.ciesin.columbia.edu/data/collection/gpw-v3).
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