Li Hongyong, Lyu Xiaopu, Xue Likun, Huo Yunxi, Chen Tianshu, Yao Dawen, Lu Haoxian, Zhou Beining, Guo Hai
Environment Research Institute, Shandong University, Qingdao 266237, China.
Department of Geography, Faculty of Arts and Social Sciences, Hong Kong Baptist University, Hong Kong 999077, China.
ACS Environ Au. 2025 Mar 14;5(3):277-286. doi: 10.1021/acsenvironau.4c00119. eCollection 2025 May 21.
Secondary organic aerosol (SOA) has been shown to significantly impact climate, air quality, and human health. Hydroxyl dicarboxylic acids (OHDCA) are generally of secondary origin and ubiquitous in the atmosphere, with high concentrations in South China. This study explored the formation of representative OHDCA species based on time-resolved measurements and explainable machine learning. Malic acid, the most commonly studied OHDCA, had higher concentrations in the noncontinental air (63.7 ± 33.3 ng m) than in the continental air (7.5 ± 1.4 ng m). Machine learning quantitatively revealed the high relative importance of aromatics and monoterpenes SOA, as well as aqueous processes, in the noncontinental air, due to either shared precursors or similar formation pathways. Isoprene SOA, particle surface area, and ozone corrected for titration loss (O ) also elevated the concentrations of malic acid in the continental air. Aqueous photochemical formation of malic acid was confirmed given the synergy between LWC, temperature, and O . Moreover, the OHDCA-like SOA might have facilitated a relatively rare particle growth from early afternoon to midnight in the case with the highest malic acid concentrations. This study enhances our understanding of the formation of OHDCA and its climate impacts.
二次有机气溶胶(SOA)已被证明对气候、空气质量和人类健康有重大影响。羟基二羧酸(OHDCA)一般源自二次过程,在大气中普遍存在,在中国南方浓度较高。本研究基于时间分辨测量和可解释的机器学习方法,探究了代表性OHDCA物种的形成过程。苹果酸是研究最广泛的OHDCA,其在非大陆气团中的浓度(63.7±33.3纳克/立方米)高于大陆气团中的浓度(7.5±1.4纳克/立方米)。机器学习定量揭示了在非大陆气团中,由于前驱体相同或形成途径相似,芳烃和单萜SOA以及水相过程具有较高的相对重要性。异戊二烯SOA、颗粒表面积以及校正滴定损失后的臭氧(O )也提高了大陆气团中苹果酸的浓度。鉴于液态水含量、温度和O 之间的协同作用,证实了苹果酸的水相光化学形成过程。此外,在苹果酸浓度最高的情况下,类似OHDCA的SOA可能促进了从午后到午夜相对罕见的颗粒物增长。本研究增进了我们对OHDCA形成及其气候影响的理解。