Research

The group centers on atmospheric chemistry and its interaction with climate, combining observations, satellite retrievals, emission inventories, numerical models, and machine learning to support clean air, greenhouse gas mitigation, and climate action.

Research
Sources, Evolution, and Physicochemical Processes of Air Pollution

Sources, Evolution, and Physicochemical Processes of Air Pollution

We track the distribution and long-term evolution of ozone, fine particles, reactive nitrogen, radicals, and other atmospheric constituents, quantifying their natural and anthropogenic sources, chemical transformation, regional transport, deposition, and response to pollution control.

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Why it matters

Air pollution, especially ozone and fine particulate matter, remains a major environmental challenge in China and around the world. Pollutants and their precursors undergo emissions, chemical transformation, transport, dispersion, and deposition under changing sunlight, temperature, and meteorological conditions. Our research follows these changes, identifies the human and natural processes behind them, and provides scientific evidence for understanding pollution formation and designing more effective air-quality policies.

Topic

Trends in Air Pollutants and Atmospheric Oxidation

We integrate ground, aircraft, ozonesonde, satellite, and chemical model evidence to track long-term changes in ozone, radicals, and other key components of atmospheric oxidation.

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Our contributions

  • The group has identified substantial tropospheric ozone increases globally and over East Asia, divergent surface ozone trends across Northern Hemisphere cities, and rapid strengthening of nighttime atmospheric oxidation.
Paper
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2024-01National Science Review

Deciphering decadal urban ozone trends from historical records since 1980

Wang, Haolin, Lu, Xiao, Palmer, Paul I, Zhang, Lin, Lu, Keding, Li, Ke, Nagashima, Tatsuya, Koo, Ja-Ho, Tanimoto, Hiroshi, Wang, Haichao, Gao, Meng, He, Cheng, Wu, Kai, Fan, Shaojia, Zhang, Yuanhang

Representative work for Trends in Air Pollutants and Atmospheric Oxidation.

Air Pollution Formation
Trends in Air Pollutants and Atmospheric Oxidation
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2025-07-28Atmospheric Chemistry and Physics

Tropospheric ozone trends and attributions over East and Southeast Asia in 1995–2019: an integrated assessment using statistical methods, machine learning models, and multiple chemical transport models

Lu, Xiao, Liu, Yiming, Su, Jiayin, Weng, Xiang, Ansari, Tabish, Zhang, Yuqiang, He, Guowen, Zhu, Yuqi, Wang, Haolin, Zeng, Ganquan, Li, Jingyu, He, Cheng, Li, Shuai, Amnuaylojaroen, Teerachai, Butler, Tim, Fan, Qi, Fan, Shaojia, Forster, Grant L., Gao, Meng, Hu, Jianlin, Kanaya, Yugo, Latif, Mohd Talib, Lu, Keding, Nédélec, Philippe, Nowack, Peer, Sauvage, Bastien, Xu, Xiaobin, Zhang, Lin, Li, Ke, Koo, Ja-Ho, Nagashima, Tatsuya

Air Pollution Formation
Trends in Air Pollutants and Atmospheric Oxidation
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2022-01Atmospheric Chemistry and Physics

Global tropospheric ozone trends, attributions, and radiative impacts in 1995–2017: an integrated analysis using aircraft (IAGOS) observations, ozonesonde, and multi-decadal chemical model simulations

Wang, Haolin, Lu, Xiao, Jacob, Daniel J., Cooper, Owen R., Chang, Kai-Lan, Li, Ke, Gao, Meng, Liu, Yiming, Sheng, Bosi, Wu, Kai, Wu, Tongwen, Zhang, Jie, Sauvage, Bastien, Nédélec, Philippe, Blot, Romain, Fan, Shaojia

Representative work for Trends in Air Pollutants and Atmospheric Oxidation.

Air Pollution Formation
Trends in Air Pollutants and Atmospheric Oxidation
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Natural and Anthropogenic Sources and Chemical Transformation of reactive tracers

We quantify natural and human sources of precursors for PM, ozone, and related pollutants, and evaluate how they shape atmospheric chemical formation and evolution.

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Our contributions

  • We reveal how reactive nitrogen from soils and fires in Africa and the United States influences atmospheric chemistry and regional air quality.
Paper
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2021-08-18Nature Communications

The underappreciated role of agricultural soil nitrogen oxide emissions in ozone pollution regulation in North China

Lu, Xiao, Ye, Xingpei, Zhou, Mi, Zhao, Yuanhong, Weng, Hongjian, Kong, Hao, Li, Ke, Gao, Meng, Zheng, Bo, Lin, Jintai, Zhou, Feng, Zhang, Qiang, Wu, Dianming, Zhang, Lin, Zhang, Yuanhang

Representative work for Natural and Anthropogenic Sources and Chemical Transformation.

Air Pollution Formation
Natural and Anthropogenic Sources and Chemical Transformation of reactive tracers
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2023-08-19Environmental Science & Technology

Soil Emissions of Reactive Nitrogen Accelerate Summertime Surface Ozone Increases in the North China Plain

Wanshan Tan, Haolin Wang, Jiayin Su, Ruize Sun, Cheng He, Xiao Lu, Jintai Lin, Chaoyang Xue, Haichao Wang, Yiming Liu, Lei Liu, Lin Zhang, Dianming Wu, Yujing Mu, Shaojia Fan

Representative work for Natural and Anthropogenic Sources and Chemical Transformation.

Air Pollution Formation
Natural and Anthropogenic Sources and Chemical Transformation of reactive tracers
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Meteorological Impacts on Air Pollution

We study how meteorological factors, boundary-layer processes, and synoptic-scale weather regulate the evolution and structure of regional air pollution.

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Our contributions

  • We explain ozone-temperature relationships and the impacts of boundary-layer mixing, subtropical highs, and typhoon circulations on surface pollution.
Paper
Our teamOur team
2023-01Atmospheric Chemistry and Physics

Nighttime ozone in the lower boundary layer: insights from 3-year tower-based measurements in South China and regional air quality modeling

He, Guowen, He, Cheng, Wang, Haofan, Lu, Xiao, Pei, Chenglei, Qiu, Xiaonuan, Liu, Chenxi, Wang, Yiming, Liu, Nanxi, Zhang, Jinpu, Lei, Lei, Liu, Yiming, Wang, Haichao, Deng, Tao, Fan, Qi, Fan, Shaojia

Representative work for Meteorological Controls on Air Pollution.

Air Pollution Formation
Meteorological Impacts on Air Pollution
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