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Jia Wang

Chinese Research Academy of Environmental Sciences

China

  • Chinese Research Academy of Environmental Sciences

SCHOLARLY PAPERS

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Scholarly Papers (2)

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1.

Why Machine Learning Succeeds or Fails in Ungauged Basins: Insights From LOWO Cross-Validation and SHAP-Based Interpretation

Number of pages: 26 Posted: 27 Dec 2025
Ruichen Xu, Ziyue Zhu, Xia Jiang, Yong Niu, Yiming Pang, Jia Wang, Binbin Wang, Geng Li and Venkataraman Lakshmi
Chinese Research Academy of Environmental Sciences, University of Missouri, Chinese Research Academy of Environmental Sciences, Chinese Research Academy of Environmental Sciences, Chinese Research Academy of Environmental Sciences, Chinese Research Academy of Environmental Sciences, University of Missouri, Chongqing Jiaotong University and University of Virginia
Downloads 46 (1,145,425)

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Ungauged basins, streamflow prediction, predictability, Leave-One-Watershed-Out, SHAP analysis

2.

An improved habitat suitability model with dual diagnostic outputs for identifying limiting factors and management priorities: Application to algal blooms in Taihu Lake

Number of pages: 19 Posted: 08 Dec 2025
Ruichen Xu, Yong Niu, Xia Jiang, Jia Wang, Yiming Pang and Ziyue Zhu
Chinese Research Academy of Environmental Sciences, Chinese Research Academy of Environmental Sciences, Chinese Research Academy of Environmental Sciences, Chinese Research Academy of Environmental Sciences, Chinese Research Academy of Environmental Sciences and University of Missouri
Downloads 35 (1,290,922)

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Taihu lake, HSI model, Key factors, Ecological assessment, Lake management