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The rainfall in Hainan Island and southern Yunnan from May to October accounts for 70-80% of the annual precipitation, with distinct wet and dry seasons, frequent rainy days, and around 150 rainy days in most areas

therefore, the spectral data must be preprocessed before constructing the model