Investigation of the Earliest Ozone Pollution Events in Hangzhou Bay, China Based on Observations and ERA5 Reanalysis Data.

IF 4.1 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Toxics Pub Date : 2025-01-27 DOI:10.3390/toxics13020099
Tianen Yao, Xinhao Li, Zhi Li, Xinyu Yang, Jinjia Zhang, Yaqi Wang, Jianhui Guo, Jing Li
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Abstract

Ozone pollution in Hangzhou Bay, one of the seven petrochemical clusters in China, is severe. Early ozone pollution has been detected recently, such as the maximum daily 8 h average (MDA8) ozone concentration in Jiaxing achieving 171.0 μg/m3 on 7 March 2023. Satellites have observed tropospheric column concentrations of ozone precursors formaldehyde (HCHO) and nitrogen dioxide (NOx), and quantitative models are proposed to reveal the causes of the early onset of ozone pollution. VOC-limited and transitional regimes dominate most areas in Hangzhou Bay, and NOx-limited regimes dominate the region around Hangzhou Bay, such as northeastern Jiangsu Province. Results show that HCHO column concentrations are increasing in VOC-limited regions, and NOx column concentrations are increasing more rapidly than HCHO in NOx-limited regions. According to multivariate linear regression (MLR), early spring ozone pollution in Hangzhou Bay is mainly caused by meteorological drivers. Hangzhou Bay has formed an atmospheric meteorological environment with high temperature and low humidity. The richer solar radiation intensifies the photochemical reactions associated with tropospheric ozone formation, producing more tropospheric ozone. Based on the Shapley Additive Explanation (SHAP) algorithm, ozone pollution increases when solar radiation exceeds 12 million J/m2 and is accompanied by high temperatures. Overall, reducing VOC emissions helps to mitigate ozone growth in Shanghai and northern Hangzhou Bay, while reducing NOx emissions is more effective in northeastern Jiangsu Province.

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基于观测数据和ERA5再分析数据的中国杭州湾最早臭氧污染事件调查。
中国七大石化产业集群之一的杭州湾臭氧污染严重。近年来,嘉兴市已监测到早期臭氧污染,2023年3月7日,嘉兴市最大日8小时平均值(MDA8)臭氧浓度达到171.0 μg/m3。卫星观测了臭氧前体甲醛(HCHO)和二氧化氮(NOx)的对流层柱浓度,并提出了定量模型来揭示臭氧污染早发的原因。杭州湾大部分地区以vocs限制和过渡性限制为主,而环杭州湾地区以江苏东北部为主。结果表明:在voc限制区域,HCHO柱浓度呈上升趋势,NOx柱浓度上升速度快于HCHO。多元线性回归(MLR)结果表明,杭州湾早春臭氧污染主要由气象因素引起。杭州湾形成了高温低湿的大气气象环境。更丰富的太阳辐射加强了与对流层臭氧形成有关的光化学反应,产生更多的对流层臭氧。基于Shapley加性解释(SHAP)算法,当太阳辐射超过1200万J/m2并伴有高温时,臭氧污染增加。总体而言,减少挥发性有机化合物排放有助于减缓上海和杭州湾北部的臭氧增长,而减少氮氧化物排放在江苏省东北部更为有效。
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来源期刊
Toxics
Toxics Chemical Engineering-Chemical Health and Safety
CiteScore
4.50
自引率
10.90%
发文量
681
审稿时长
6 weeks
期刊介绍: Toxics (ISSN 2305-6304) is an international, peer-reviewed, open access journal which provides an advanced forum for studies related to all aspects of toxic chemicals and materials. It publishes reviews, regular research papers, and short communications. Our aim is to encourage scientists to publish their experimental and theoretical results in detail. There is, therefore, no restriction on the maximum length of the papers, although authors should write their papers in a clear and concise way. The full experimental details must be provided so that the results can be reproduced. Electronic files or software regarding the full details of calculations and experimental procedure can be deposited as supplementary material, if it is not possible to publish them along with the text.
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