articleJournal of HydrologyJan 19, 2024Closed access

Multiple spatio-temporal scale runoff forecasting and driving mechanism exploration by K-means optimized XGBoost and SHAP

SWShuo WangHPHui Peng

Shandong University · Ocean University of China

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Abstract

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Citation impact

110
total citations
FWCI
20.09
Percentile
100%
References
57
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Authors

2

Topics & keywords

Topics
Keywords
  • Surface runoff
  • Interpretability
  • Computer science
  • Environmental science
  • Hydrological modelling
  • Scale (ratio)
  • Cluster analysis
  • Spatial ecology
UN Sustainable Development Goals
  • Clean water and sanitation
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