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Songtai Wu

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Open access Aug 2026

Regional Lightning Occurrence Probability Forecasting and Risk Identification Based on Resampling Ensemble Machine Learning

Direct transfer of the ERA5-trained ensemble to corresponding ECMWF forecast fields without retraining retained useful predictive skill and substantially outperformed the operational ECMWF lightning product over the collocated evaluation samples, although performance degradation indicated a cross-dataset distribution s...

Zhou-Long Wang, Wen-Jie Chen, Yuan Niu et al. · 0 citations

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