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气象条件对珠三角秋季地表臭氧年变化及趋势的影响
引用本文:薛鑫,陈镇,邬双双,刘润. 气象条件对珠三角秋季地表臭氧年变化及趋势的影响[J]. 环境科学, 2024, 45(7): 3808-3814
作者姓名:薛鑫  陈镇  邬双双  刘润
作者单位:暨南大学环境与气候研究院, 广州 511443;暨南大学环境与气候研究院, 广州 511443;粤港澳环境质量协同创新联合实验室, 广州 511443
基金项目:广州市科技项目(202002020065)
摘    要:基于2015~2022年珠三角O3监测数据以及再分析气象资料,利用多元线性回归(MLR)和LMG方法量化了气象条件对臭氧(O3)日最大8 h浓度平均值(MDA8-O3)年变化和趋势的影响. 结果表明,基于关键气象参数建立的MLR模型性能良好,同时基于秋季各月参数建立的MLR模型模拟的MDA8-O3变化会比基于整个秋季气象参数建立的MLR模型更准确. 总云量、相对湿度、 2 m最高温度和850 hPa经向风的共同作用导致了2020年MDA8-O3相对于2019年减少了34.1 μg·m-3,贡献率分别为31.3%、 45.2%、 15.8%和6.7%. 珠三角2015~2022年的9月、 10月、 11月和秋季观测的MDA8-O3变化率分别为7.3、 5.2、 4.8和5.8 μg·(m3·a)-1,其中由气象驱动的趋势分别为3.6、 2.4、 2.4和3.1 μg·(m3·a)-1,整体而言,气象条件对2015~2022年珠三角秋季MAD8-O3变化的贡献率为53.4%.

关 键 词:珠三角(PRD)  气象影响  臭氧(O3  多元线性回归模型(MLR)  LMG方法
收稿时间:2023-08-29
修稿时间:2023-10-13

Meteorological Influences on Annual Variation and Trend of Autumn Surface Ozone in the Pearl River Delta
XUE Xin,CHEN Zhen,WU Shuang-shuang,LIU Run. Meteorological Influences on Annual Variation and Trend of Autumn Surface Ozone in the Pearl River Delta[J]. Chinese Journal of Environmental Science, 2024, 45(7): 3808-3814
Authors:XUE Xin  CHEN Zhen  WU Shuang-shuang  LIU Run
Affiliation:Institute for Environmental and Climate Research, Jinan University, Guangzhou 511443, China; Institute for Environmental and Climate Research, Jinan University, Guangzhou 511443, China;Guangdong-Hong Kong-Macau Joint Laboratory of Collaborative Innovation for Environmental Quality, Guangzhou 511443, China
Abstract:Based on the ozone (O3) monitoring data of the Pearl River Delta (PRD) from 2015 to 2022 and the reanalysis of meteorological data, the impact of meteorological conditions on the annual variation and trends of the maximum daily 8-hour average O3 concentration (MDA8-O3) were quantified using multiple linear regression (MLR) and LMG methods. The results indicated that the MLR model constructed using meteorological parameters from individual months in autumn better simulated the variation in MDA8-O3 compared to that in the model built using meteorological parameters from the entire autumn season. The combined influence of total cloud cover, relative humidity, 2 m maximum temperature, and 850 hPa zonal wind led to a reduction of 34.1 μg·m-3 in MAD8-O3 in 2020 compared to that in 2019, with contributions of 31.3%, 45.2%, 15.8%, and 6.7%, respectively. The observed trends of MDA8-O3 in the PRD for September, October, November, and the autumn season during 2015-2022 were 7.3, 5.2, 4.8, and 5.8 μg·(m3·a)-1, respectively. Among these, the trends driven by meteorological factors were 3.6, 2.4, 2.4, and 3.1 μg·(m3·a)-1. Overall, meteorological conditions contributed 53.4% to the variations in autumn MDA8-O3 in the PRD from 2015 to 2022.
Keywords:Pearl River Delta (PRD)  meteorological influence  ozone (O3  multiple linear regression (MLR) model  LMG methods
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