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Regular and Extreme Daily Rainfall Prediction by Machine Learning Techniques

Author(s): Javier Diez-Sierra; Manuel Del Jesus

Linked Author(s): Manuel del Jesus

Keywords: Rainfall prediction; Machine learning; Synoptic patterns; Tenerife

Abstract: In the present work we evaluate the skill for forecasting rainfall probability, average regime and extreme regime, of several machine learning techniques informed by atmospheric synoptic patterns in Tenerife island, Spain.

DOI: https://doi.org/10.3850/978-981-11-2731-1_200-cd

Year: 2018

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