Rainy Day Prediction Model with Climate Covariates Using Artificial Neural Network MLP, Pilot Area: Central Italy

Rainy Day Prediction Model with Climate Covariates Using Artificial Neural Network MLP, Pilot Area: Central Italy

The reconstruction of daily precipitation data is a much-debated topic of great practical use, especially when weather stations have missing data. Missing data are particularly numerous if rain gauges are poorly maintained by their owner institutions and if they are located in inaccessible areas.In...

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Bibliographic Details
Main Authors: Matteo Gentilucci, Gilberto Pambianchi
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Climate
Subjects:
artificial neural network
multilayer perceptron
precipitation
atmospheric pressure
binary logistic regression
relative humidity
Online Access:https://www.mdpi.com/2225-1154/10/8/120

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https://www.mdpi.com/2225-1154/10/8/120

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