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Weather systems like the World Meteorological Organization ́s Global Information System need to store different kinds of images, data and files. Big Data and its 3V paradigm can provide a suitable solution to solve this problem. This tutorial presents some concepts around the Hadoop framework, de facto standard implementation of Big Data, and how to store semi-estructured data generated by automatic weather stations using this framework. Finally, a formal method to generate weather reportsdoaj:af659c07793246968830814e79f0d983 fatcat:lz27s3i3gfeuvnwmkv5st7nlru