TY - JOUR
T1 - Size distribution, community composition, and influencing factors of bioaerosols on haze and non-haze days in a megacity in Northwest China
AU - Yang, Liu
AU - Shen, Zhenxing
AU - Wei, Junqiang
AU - Wang, Xiuru
AU - Xu, Hongmei
AU - Sun, Jian
AU - Wang, Qiyuan
AU - Cao, Junji
N1 - Publisher Copyright:
© 2022 Elsevier B.V.
PY - 2022/9/10
Y1 - 2022/9/10
N2 - Bioaerosols have become a major environmental concern in recent years. In this study, the diurnal variations and size distributions of bioaerosols, as well as airborne bacterial community compositions and their influencing factors on haze and non-haze days in Xi'an, China, were compared. The results indicated that the mean bacteria and fungi concentrations on non-haze days were 1.7 and 1.4 times of those on haze days, respectively, whereas the mean total airborne microbe (TAM) concentration was higher on haze days. Bacteria concentrations were the lowest in the afternoon, and the TAM concentration exhibited a bimodal distribution with two peaks coinciding with traffic rush hours. On haze days airborne fungi was mainly attached to PM2.5, whereas bacteria and TAM were mainly distributed in coarse PM. The relative abundance of Chao1, Shannon and Simpson indices of bacterial communities were higher in the non-haze day samples, for the reason that high PM2.5 levels with a large specific surface area may absorb more toxic and harmful substances on haze days, which should affect microbial growth. At the generic level, the relative abundance of Rhodococcus, Paracoccus, Acinetobacter, and Kocuria on haze days was higher than that on non-haze days, indicating a higher risk of contracting pathogenic pneumonia. The results of the redundancy analysis revealed that PM2.5 and water-soluble inorganic ions (WSIIs, NO3−, SO42+, and NH4+) strongly affected the bacterial communities on non-haze days, especially Acinetobacter. The atmospheric oxidation capacity (Ox) had a significant effect on bacterial communities during haze episodes, which were positively correlated with Paracoccus, Deinococcus, Sphingomonas, and Rubellimicrobium and were negatively correlated with Rhodococcus. These results provide valuable data to elucidate the formation and evolution of bioaerosol between haze and non-haze events and its potential threats to human health.
AB - Bioaerosols have become a major environmental concern in recent years. In this study, the diurnal variations and size distributions of bioaerosols, as well as airborne bacterial community compositions and their influencing factors on haze and non-haze days in Xi'an, China, were compared. The results indicated that the mean bacteria and fungi concentrations on non-haze days were 1.7 and 1.4 times of those on haze days, respectively, whereas the mean total airborne microbe (TAM) concentration was higher on haze days. Bacteria concentrations were the lowest in the afternoon, and the TAM concentration exhibited a bimodal distribution with two peaks coinciding with traffic rush hours. On haze days airborne fungi was mainly attached to PM2.5, whereas bacteria and TAM were mainly distributed in coarse PM. The relative abundance of Chao1, Shannon and Simpson indices of bacterial communities were higher in the non-haze day samples, for the reason that high PM2.5 levels with a large specific surface area may absorb more toxic and harmful substances on haze days, which should affect microbial growth. At the generic level, the relative abundance of Rhodococcus, Paracoccus, Acinetobacter, and Kocuria on haze days was higher than that on non-haze days, indicating a higher risk of contracting pathogenic pneumonia. The results of the redundancy analysis revealed that PM2.5 and water-soluble inorganic ions (WSIIs, NO3−, SO42+, and NH4+) strongly affected the bacterial communities on non-haze days, especially Acinetobacter. The atmospheric oxidation capacity (Ox) had a significant effect on bacterial communities during haze episodes, which were positively correlated with Paracoccus, Deinococcus, Sphingomonas, and Rubellimicrobium and were negatively correlated with Rhodococcus. These results provide valuable data to elucidate the formation and evolution of bioaerosol between haze and non-haze events and its potential threats to human health.
KW - Bacteria
KW - Bacterial community
KW - Fungi
KW - Influence factor
KW - PM
KW - Pathogenic bacteria
UR - https://www.scopus.com/pages/publications/85130316348
U2 - 10.1016/j.scitotenv.2022.155969
DO - 10.1016/j.scitotenv.2022.155969
M3 - 文章
C2 - 35588847
AN - SCOPUS:85130316348
SN - 0048-9697
VL - 838
JO - Science of the Total Environment
JF - Science of the Total Environment
M1 - 155969
ER -