Author

Li Qian

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Open access Oct 2026

Comparing soil-health- and species-based sensitivity distributions for metal risk assessment in Tianjin soils

Summary Soil contamination threatens ecosystem functioning, while conventional ecological risk assessment (ERA) based on single-species toxicity may not capture system-level responses. We developed a probabilistic soil health sensitivity distribution (SHSD) framework integrating microcosm-derived soil health indicators...

Qiu-Yun Xu, Ya-Juan Shi, Xin Xiong et al. · iScience · 0 citations

Sep 2026

An integrated chemical and ecological framework for deriving freshwater contaminant protection thresholds using machine learning.

An interpretable, transferable machine-learning framework integrating chemical descriptors and ecological traits to derive assemblage-specific thresholds that provides a transparent approach for deriving region-specific protection thresholds under limited toxicity data while explicitly propagating uncertainty.

Ruo-Yu Liang, Pei-Fang Wang, Lorraine Maltby et al. · Environmental Pollution · 0 citations