Qian Liu

83PUBLICATIONS
135CO-AUTHORS
Semi- and unsupervised learningEnvironmental biogeochemistryNoise and wave pollution processes and measurementEcosystem functionGroundwater quality processes and contaminated land assessment
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Publications (83)

|Jul 23, 2026
A Tutorial on Best Practices and Pitfalls in Applying Machine Learning to Environmental Research.

|Jul 22, 2026
Gaps between Laboratory Experiments and Real-World Exposure: Toxicological Assessment of Microplastics Is Based on Inadequate Evidence.

|Jun 25, 2026
Weather-Specific Individual Exposure to Organic Contaminants in Fine Particulate Matter by Nontarget Screening and Risk Prioritization.

|Jun 02, 2026
Photovoltaic Coverage Alters Soil Ecosystem Multifunctionality: Contrasting Effects and Underlying Mechanisms.

|May 21, 2026
Lithium in Typical Coastal Drinking Water Systems: Occurrence, Drivers, and Exposure Risk.

|Apr 21, 2026
From Exposure to Causation: A Closed-Loop Framework for Toxicological Validation in Exposomics.

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Frequent Collaborators

51 joint publications

Guibin Jiang

10 joint publications

Dawei Lu

10 joint publications

Weican Zhang

8 joint publications

Jianjie Fu