International Journal of Sediment Research2025，Vol.40Issue(1)：P.91-107,17.DOI:10.1016/j.ijsrc.2024.10.002
Interpreting machine learning models based on SHAP values in predicting suspended sediment concentration
Houda Lamane 1Latifa Mouhir 2Rachid Moussadek 3Bouamar Baghdad 4Ozgur Kisi 5Ali El Bilali6
作者信息
- 1. Department of Process Engineering and Environment,Faculty of Sciences and Techniques of Mohammedia,Hassan II University of Casablanca,Mohammedia 28806,Morocco Department of Environment and Natural Resources,National Institute for Agricultural Research(INRA),Rabat 10000,Morocco International Centre for Agriculture Research in the Dry Areas(ICARDA),Rabat 10000,Morocco
- 2. Department of Process Engineering and Environment,Faculty of Sciences and Techniques of Mohammedia,Hassan II University of Casablanca,Mohammedia 28806,Morocco
- 3. Department of Environment and Natural Resources,National Institute for Agricultural Research(INRA),Rabat 10000,Morocco International Centre for Agriculture Research in the Dry Areas(ICARDA),Rabat 10000,Morocco
- 4. School of Architecture and Landscape,Casablanca 20100,Morocco
- 5. Department of Civil Engineering,Luebeck University of Applied Sciences,Libeck 23562,Germany Department of Civil Engineering,Ilia State University,Tbilisi 0162,Georgia
- 6. River Basin Agency of Bouregreg and Chaouia,Benslimane 13000,Morocco
- 折叠
摘要
关键词
Interpretability/Machine learning(ML)/Shapley values/Suspended sediment concentration(SSC)/Soil erosion Bouregreg watershed(BW)分类
建筑与水利引用本文复制引用
Houda Lamane,Latifa Mouhir,Rachid Moussadek,Bouamar Baghdad,Ozgur Kisi,Ali El Bilali..Interpreting machine learning models based on SHAP values in predicting suspended sediment concentration[J].International Journal of Sediment Research,2025,40(1):P.91-107,17.
