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Lingfeng Zhou

Chinese Research Academy of Environmental Sciences

China

SCHOLARLY PAPERS

8

DOWNLOADS

308

TOTAL CITATIONS

0

Scholarly Papers (8)

Multiple Pathways to Oxygen Depletion: Understanding the Spatiotemporal Drivers of Low Dissolved Oxygen in Rivers of Southeastern China

Number of pages: 38 Posted: 24 Jun 2025
Zhejiang Gongshang University, Zhejiang Agriculture and Forestry University, Zhejiang A&F University, Zhejiang A&F University, Chinese Research Academy of Environmental Sciences, Chinese Research Academy of Environmental Sciences, Chinese Research Academy of Environmental Sciences, affiliation not provided to SSRN and Chinese Research Academy of Environmental Sciences
Downloads 42 (1,196,631)

Abstract:

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Keywords: Dissolved oxygen, Water quality, Structural equation modeling, Path analysis, Attribution model

Multiple Pathways to Oxygen Depletion: Understanding the Spatiotemporal Drivers of Low Dissolved Oxygen in Rivers of Southeastern China

Number of pages: 38 Posted: 31 Jul 2025
Zhejiang Gongshang University, Zhejiang Agriculture and Forestry University, Zhejiang A&F University, Zhejiang A&F University, Chinese Research Academy of Environmental Sciences, Chinese Research Academy of Environmental Sciences, Chinese Research Academy of Environmental Sciences, affiliation not provided to SSRN and Chinese Research Academy of Environmental Sciences
Downloads 26 (1,430,393)

Abstract:

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Keywords: Dissolved oxygen, Water quality, Structural equation modeling, Path analysis, Attribution model

2.

Integrated Assessment of Land-to-River Cd Fluxes and Riverine Cd Loads Using Swat-Hm to Guide Management Strategies

Number of pages: 30 Posted: 15 Nov 2022
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, Chinese Research Academy of Environmental Sciences, Shenzhen University and Chinese Academy of Sciences (CAS) - Institute of Urban Environment
Downloads 49 (1,086,013)

Abstract:

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Heavy metal fluxes, Watershed model, Nonpoint source pollution, Industrial point emission, Watershed management

3.

Explainable Machine Learning Unlocks the BOD–COD Relationship for Targeted River Monitoring Strategy

Number of pages: 39 Posted: 04 Oct 2025
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, Chinese Research Academy of Environmental Sciences, Chinese Research Academy of Environmental Sciences, Chinese Research Academy of Environmental Sciences and Chinese Research Academy of Environmental Sciences
Downloads 45 (1,133,231)

Abstract:

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Yellow River, Water Quality, SHAP, DOM, Anthropogenic activities, Natural process

4.

Explainable Machine Learning Reveals the BOD–COD Relationship for Targeted River Monitoring Strategy

Number of pages: 37 Posted: 17 Oct 2025
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, Chinese Research Academy of Environmental Sciences, Chinese Research Academy of Environmental Sciences, Chinese Research Academy of Environmental Sciences and Chinese Research Academy of Environmental Sciences
Downloads 40 (1,222,651)

Abstract:

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Yellow River, Water quality, SHAP, DOM, Anthropogenic activities, Natural process

5.

Comparative Analysis of Dissolved Oxygen Predictions in the Yellow River Basin Using Different Environmental Predictors Based on Machine Learning

Number of pages: 44 Posted: 09 Sep 2024
Lingling Liu, Xiaoli Zhao, Lingfeng Zhou and Jiangtao Liu
Chinese Research Academy of Environmental Sciences, Chinese Research Academy of Environmental Sciences, Chinese Research Academy of Environmental Sciences and Pennsylvania State University
Downloads 40 (1,196,171)

Abstract:

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Water quality, Random forest, Catchment scale, Influential factor, Predictor variables

6.

Comparative Analysis of Dissolved Oxygen Predictions in the Yellow River Basin Using Different Environmental Predictors Based on Machine Learning

Number of pages: 33 Posted: 18 May 2024
Chinese Research Academy of Environmental Sciences, Chinese Research Academy of Environmental Sciences, Chinese Research Academy of Environmental Sciences, Pennsylvania State University and Chinese Research Academy of Environmental Sciences
Downloads 28 (1,359,097)

Abstract:

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Dissolved oxygen, Random forest, Yellow River, Influential factor, Predictor variables

7.

Comparative Analysis of Dissolved Oxygen Predictions in the Yellow River Basin Using Different Environmental Predictors Based on Machine Learning

Number of pages: 35 Posted: 11 Jun 2024
Lingling Liu, Xiaoli Zhao, Lingfeng Zhou and Jiangtao Liu
Chinese Research Academy of Environmental Sciences, Chinese Research Academy of Environmental Sciences, Chinese Research Academy of Environmental Sciences and Pennsylvania State University
Downloads 24 (1,411,822)

Abstract:

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Dissolved oxygen, Random forest, Yellow River, Influential factor, Predictor variables

8.

Human Regulation Overrides Natural Processes in Shaping Nutrient Transport in the Yellow River Basin

Number of pages: 30 Posted: 22 Jan 2026
Yuqing Li, Lingling Liu and Lingfeng Zhou
Zhejiang A&F University, Chinese Research Academy of Environmental Sciences and Chinese Research Academy of Environmental Sciences
Downloads 14 (1,526,714)

Abstract:

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Nitrogen and phosphorus, Yellow River, Nutrient transport, Water-Sediment Regulation Scheme (WSRS), Water diversion