Application and Prospects of Explainable Artificial Intelligence in Weather Forecasting
This study discusses the application and prospects of explainable artificial intelligence in modern meteorological forecasting services.Currently,AI technology has improved accuracy in areas such as severe convection monitoring and short-term forecasting,but there are still issues of incomplete and imbalanced training datasets,and insufficient model interpretability.In the future,explainable artificial intelligence will become an important direction of development,enhancing the reliability and credibility of forecastingmodels,the integration with numerical forecasting will become another trend,providing more accurate and reliable weather forecasts.Research should focus on the development and application of interpretable AI models,and the methods of integrating AI technology with traditional numerical forecasting,in order to promote the application and development of explainable artificial intelligence in meteorological forecasting services.
explainable artificial intelligenceweather forecastingintegration of AI technology and numerical forecasting
万方数据
维普
