Author

Yun Ma

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Open access Aug 2026

Water Quality Evolution-Guided Pilot-Scale Hardness Control of Saline Coalbed Methane Fracturing Flowback Fluids

Hydraulic fracturing of the Benxi No. 8 coalbed methane reservoir produces saline coalbed methane fracturing flowback fluids whose chemistry changes during flowback, creating a moving treatment target for hardness control, scaling prevention and internal oilfield reuse. This study combined time-resolved gas and water m...

Yun Ma, Rui-Xuan Li, Deng-Hai Wang et al. · ACS Omega · 0 citations

Open access Jul 2026

Assessing Features of PFAS Groundwater Occurrence Using SHAP-Enhanced Machine Learning.

Per- and polyfluoroalkyl substances (PFAS) are persistent groundwater contaminants that pose long-term risks to water sources and public health. Predicting PFAS occurrence remains challenging due to high-dimensional environmental data and limited model interpretability. In this study, we benchmarked explainable machine...

Lin Wang, Yun Ma, D. Rajapakshe et al. · Environmental Pollution · 0 citations