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Published in:
2010 | OriginalPaper | Chapter
Discovery of Patterns in Global Earth Science Data Using Data Mining
Author : Vipin Kumar
Published in: Advances in Knowledge Discovery and Data Mining
Publisher: Springer Berlin Heidelberg
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The climate and earth sciences have recently undergone a rapid transformation from a data-poor to a data-rich environment. In particular, climate and ecosystem related observations from remote sensors on satellites, as well as outputs of climate or earth system models from large-scale computational platforms, provide terabytes of temporal, spatial and spatio-temporal data. These massive and information-rich datasets offer huge potential for understanding and predicting the behavior of the Earth’s ecosystem and for advancing the science of climate change.