Deeplearning-based approach to improving numerical weather forecasts

• Дата: 2023
• Автори: Doroshenko, А.Yu., Shpyg, V.M., Kushnirenko, R.V.
• Формат: Стаття
• Мова: Ukrainian
• Опубліковано: Інститут програмних систем НАН України 2023
• Теми: deep learning; numerical weather prediction; COSMO; 2m temperature; UDC 51:681.3.06
• Онлайн доступ: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/585
• Назва журналу: Problems in programming

This paper briefly describes the history of numerical weather prediction development. The difficulties, which occur in the modelling of atmospheric processes, their nature and possible ways of their mitigation, are described. It also indicates alternative methods of improving the quality of meteorol...