Forecast of meteorological values based on the model of a multilayer perceptron

Irina V. Del; Alexander V. Starchenko

doi:10.1117/12.2644805

7 December 2022 Forecast of meteorological values based on the model of a multilayer perceptron

Irina V. Del, Alexander V. Starchenko

Proceedings Volume 12341, 28th International Symposium on Atmospheric and Ocean Optics: Atmospheric Physics; 1234166 (2022) https://doi.org/10.1117/12.2644805
Event: 28th International Symposium on Atmospheric and Ocean Optics: Atmospheric Physics, 2022, Tomsk, Russia

Abstract

The model of a multilayer perceptron has been developed and implemented to predict precipitation in a few hours based on the current state of meteorological parameters. The estimate of the model accuracy was 0.86, i.e. 86% of precipitation or no precipitation forecasts are predicted correctly.

Citation Download Citation

Irina V. Del and Alexander V. Starchenko "Forecast of meteorological values based on the model of a multilayer perceptron", Proc. SPIE 12341, 28th International Symposium on Atmospheric and Ocean Optics: Atmospheric Physics, 1234166 (7 December 2022); https://doi.org/10.1117/12.2644805

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