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Published in:
2015 | OriginalPaper | Chapter
Climate Changes Prediction System Based on Weather Big Data Visualisation
Authors : Antoni Buszta, Jacek Mazurkiewicz
Published in: Theory and Engineering of Complex Systems and Dependability
Publisher: Springer International Publishing
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The paper introduces a new approach to weather forecasting. Overall prediction process consisted of processing big data, turning processed data to visualization, and later this visualization has been used for enhancing forecasting methods using artificial neural networks. The following assumptions are proved: data visualization gives additional interpretation possibilities, it is possible to enhance weather forecasting by data visualization, neural networks can be used for visual weather data analysis, neural networks can be used for climate changes prediction.