Qiannan Duan

机构：Nankai University, Northwest University, State Key Laboratory of Pollution Control and Resource Reuse, Guangdong Province Environmental Monitoring Center, Ministry of Education, Nanjing University · ORCID：0000-0002-9781-1066

发表论文 72 篇 · 总被引 2512 次 · h-index 15

代表论文

• Advances and innovations in machine learning-based spectral detection methods for trace organic pollutants (2025 · The Analyst · 被引 9)
• Using machine learning to evaluate the impact of urban development on PM2.5 concentrations and health risks in Chinese cities (2025 · Environmental Impact Assessment Review · 被引 6)
• Dual-model LSTM-Transformer framework with hydrodynamic adaptability for TN/TP predictions in tidal reaches (2025 · Journal of Hydrology · 被引 6)
• Enhancing water quality time-series prediction of river monitoring sections with a hybrid machine learning approach (2026 · Stochastic Environmental Research and Risk Assessment · 被引 3)
• A multi-component heavy metal detection method using UV-Vis superimposed spectrum and deep learning (2025 · Journal of Hazardous Materials · 被引 3)
• An impedimetric biosensor for mucin 1 detection based on bilayer heteronanosheets and supercharged DNA three-way junctions (2026 · Microchemical Journal · 被引 1)