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基于可解释机器学习算法的多源降水产品与地表数据融合降尺度研究 ...
本期推荐一篇融合多源降水产品(PERSIANN-CCS、CHIRPS、GSMaP、IMERG v6等)、地表数据(NDVI、LST、高程)与气象站点观测,采用可解释机器学习算法(Cubist、RF、XGBoost、LightGBM、CatBoost)进行降水降尺度研究的创新论文。研究通过SHAP(SHapley Additive exPlanations)模型解析 ...
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