Comparative Analysis of Rainfall Prediction Models Using Machine Learning in Islands with Complex Orography: Tenerife Island

Comparative Analysis of Rainfall Prediction Models Using Machine Learning in Islands with Complex Orography: Tenerife Island

We present a comparative study between predictive monthly rainfall models for islands of complex orography using machine learning techniques. The models have been developed for the island of Tenerife (Canary Islands). Weather forecasting is influenced both by the local geographic characteristics as...

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Bibliographic Details
Main Authors: Ricardo Aguasca-Colomo, Dagoberto Castellanos-Nieves, Máximo Méndez
Format: Article
Language:English
Published: MDPI AG 2019-11-01
Series:Applied Sciences
Subjects:
classification algorithms
data processing
machine learning
computational methods
predictive models
rainfall forecasting
extreme gradient boosting (xgboost)
random forest (rf)
Online Access:https://www.mdpi.com/2076-3417/9/22/4931

Internet

https://www.mdpi.com/2076-3417/9/22/4931

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