Forecast of meteorological values based on the model of a multilayer perceptron
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.
| Опубликовано в: : | Proceedings of SPIE Vol. 12341 : 28th International Symposium on Atmospheric and Ocean Optics: Atmospheric Physics, 2022, Tomsk, Russia. P. 1234166-1-1234166-6 |
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| Главный автор: | |
| Другие авторы: | |
| Формат: | Статья в журнале |
| Язык: | English |
| Предметы: | |
| Online-ссылка: | http://vital.lib.tsu.ru/vital/access/manager/Repository/koha:001008791 Перейти в каталог НБ ТГУ |
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| 100 | 1 | |a Del, Irina V. |9 897719 | |
| 245 | 1 | 0 | |a Forecast of meteorological values based on the model of a multilayer perceptron |c I. V. Del, A. V. Starchenko |
| 336 | |a Текст | ||
| 337 | |a электронный | ||
| 504 | |a Библиогр.: 9 назв. | ||
| 520 | 3 | |a 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. | |
| 653 | |a искусственные нейронные сети | ||
| 653 | |a многослойный перцептрон | ||
| 653 | |a прогноз осадков | ||
| 655 | 4 | |a статьи в журналах |9 897720 | |
| 700 | 1 | |a Starchenko, Alexander V. |9 101067 | |
| 773 | 0 | |t Proceedings of SPIE |d 2022 |g Vol. 12341 : 28th International Symposium on Atmospheric and Ocean Optics: Atmospheric Physics, 2022, Tomsk, Russia. P. 1234166-1-1234166-6 |x 0277-786X | |
| 852 | 4 | |a RU-ToGU | |
| 856 | 4 | |u http://vital.lib.tsu.ru/vital/access/manager/Repository/koha:001008791 | |
| 856 | |y Перейти в каталог НБ ТГУ |u https://koha.lib.tsu.ru/cgi-bin/koha/opac-detail.pl?biblionumber=1008791 | ||
| 908 | |a статья | ||
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| 999 | |c 1008791 |d 1008791 | ||