Nowcasting Extreme Weather with Machine Learning Techniques Applied to Different Input Datasets

Author:

Biondi Riccardo,Chkeir Sandy,Anesiadou Aikaterini,Mascitelli Alessandra

Publisher

Elsevier BV

Subject

General Earth and Planetary Sciences,General Environmental Science

Reference113 articles.

1. The Amazon dense GNSS meteorological network: A new approach for examining water vapor and deep convection interactions in the tropics;D K Adams;Bulletin of the American Meteorological Society,2015

2. A Spatiotemporal Water Vapor-Deep Convection Correlation Metric Derived from the Amazon Dense GNSS Meteorological Network;D K Adams;Monthly Weather Review,2017

3. A Deep Learning Approach to Predict Weather Data Using Cascaded LSTM Network;Z Al Sadeque;IEEE Canadian Conference on Electrical and Computer Engineering,2020

4. Data Processing Using Artificial Neural Networks;W S Alaloul;Dynamic Data Assimilation -Beating the Uncertainties. IntechOpen,2020

5. RainNet v1. 0: a convolutional neural network for radar-based precipitation nowcasting;G Ayzel;Geoscientific Model Development,2020

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