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Investigating the causes of ozone pollution under non-high temperature conditions in the Pearl River Delta, China
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Jing-yang CHEN1, 2, 3, 4, Ting-yuan LI1, 4, *, Yao-deng CHEN2, 3, Shan-shan OUYANG5, Yu GONG1, Zi-feng LIN6
China Environmental Science | 2025, 45(9) : 4776 - 4785
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China Environmental Science | 2025, 45(9): 4776-4785
• Ozone Pollution Control •
Investigating the causes of ozone pollution under non-high temperature conditions in the Pearl River Delta, China
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Jing-yang CHEN1, 2, 3, 4, Ting-yuan LI1, 4, *, Yao-deng CHEN2, 3, Shan-shan OUYANG5, Yu GONG1, Zi-feng LIN6
Affiliations
  • 1.Guangdong Ecological Meteorological Centre, Pearl River Delta Center for Environmental Meteorology Prediction and Warning, Guangzhou 510640, China
  • 2.State Key Laboratory of Climate System Prediction and Risk Management/Key Laboratory of Meteorological Disaster, Ministry of Education/Collaborative Innovation Center on Forecast and Evaluation of Meteorological Disasters, Nanjing University of Information Science and Technology, Nanjing 210044, China
  • 3.School of Atmospheric Sciences, Nanjing University of Information Science and Technology, Nanjing 210044, China
  • 4.Guangdong Provincial Observation and Research Station for Atmospheric Environment and Carbon Neutrality in Nanling Forests, Guangzhou 511443, China
  • 5.College of Environment and Climate, Jinan University, Guangzhou 511443, China
  • 6.Guangdong Environment Monitoring Center, Guangzhou 510308, China
Published: 2025-09-20
Outline
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To investigate the causes of ozone (O3) pollution in the Pearl River Delta (PRD) region under non-high-temperature conditions, this study analyzed differences in O3 pollution characteristics between high-temperature days (daily maximum temperature ≥28℃) and non-high-temperature days (daily maximum temperature <28℃) using air quality and meteorological data from 2015 to 2023. The key findings are as follows: O3 pollution in the PRD primarily occurred on high-temperature days, yet 17.2% of total polluted cities were observed during non-high-temperature days. High-temperature pollution was concentrated in central and southwestern PRD, while non-high-temperature pollution predominantly occurred in the southwest. Non-high-temperature O3 pollution typically occurred under conditions of daily maximum temperature (25.0~27.2℃), relative humidity (44.9%~56.8%), and sunshine duration (7.7~9.8h). Compared to high-temperature pollution days, non-high-temperature pollution days exhibited 6.0% lower relative humidity and a more concentrated distribution of sunshine duration in higher intervals. The SHAP method demonstrated that relative humidity is the most influential meteorological factor affecting O3 concentrations. On high-temperature days and non-high-temperature days, the contribution of relative humidity to the O3_8h concentration can reach up to 30 and 60μg/m3, respectively. Low relative humidity (<65%) paired with prolonged sunshine duration synergistically promoted O3 formation, whereas high relative humidity (>65%) combined with reduced sunshine suppressed it. Additionally, the pronounced impact of sunshine duration under non-high-temperature conditions highlights sufficient solar radiation as a prerequisite for O3 generation. Under non-high-temperature conditions, NO2 exerts a weaker influence on O3 concentrations compared to high-temperature days, with its contribution to O3 concentration variations quantified at approximately 15 μg/m3.

Pearl River Delta  /  ozone (O3)  /  non-high-temperature  /  meteorological influences  /  SHAP
陈靖扬, 李婷苑, 陈耀登, 欧阳珊珊, 龚宇, 林子锋. 非高温条件下珠江三角洲地区臭氧污染成因分析. 中国环境科学, 2025 , 45 (9) : 4776 -4785 .
Jing-yang CHEN, Ting-yuan LI, Yao-deng CHEN, Shan-shan OUYANG, Yu GONG, Zi-feng LIN. Investigating the causes of ozone pollution under non-high temperature conditions in the Pearl River Delta, China[J]. China Environmental Science, 2025 , 45 (9) : 4776 -4785 .
Year 2025 volume 45 Issue 9
79
18
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Article Info
  • Receive Date:2025-02-28
  • Online Date:2026-10-08
  • Published:2025-09-20
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  • Received:2025-02-28
Funding
Affiliations
    1.Guangdong Ecological Meteorological Centre, Pearl River Delta Center for Environmental Meteorology Prediction and Warning, Guangzhou 510640, China
    2.State Key Laboratory of Climate System Prediction and Risk Management/Key Laboratory of Meteorological Disaster, Ministry of Education/Collaborative Innovation Center on Forecast and Evaluation of Meteorological Disasters, Nanjing University of Information Science and Technology, Nanjing 210044, China
    3.School of Atmospheric Sciences, Nanjing University of Information Science and Technology, Nanjing 210044, China
    4.Guangdong Provincial Observation and Research Station for Atmospheric Environment and Carbon Neutrality in Nanling Forests, Guangzhou 511443, China
    5.College of Environment and Climate, Jinan University, Guangzhou 511443, China
    6.Guangdong Environment Monitoring Center, Guangzhou 510308, China
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表12种不同金属材料的力学参数
科
Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
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属
Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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