天气预报中的人工智能技术进展

马雷鸣

Development of Artificial Intelligence Technology in Weather Forecast

Leiming Ma

图3 上海中心气象台基于AI模型订正后的降水预报准确率评分与其他客观预报方法的比较 EC：ECMWF模式；GFS：NCEP/GFS模式；WARMS：华东区域WRF模式；机器学习订正：OBA模型;EC、WARMS频率订正：经频率订正后的模式预报结果

Fig.3 Comparison of accuracy for different objective prediction methods EC：ECMWF model；GFS：NCEP/GFS model；WARMS：WRF model for East China；Correction with Machine Learning：OBA modual developed by Shanghai Central Meteorological Observatory;EC,WARMS frequency correction：Prediction results from frequency correction