37196
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成果及论文

基础研究科研人员标识(Basic Researcher ID,BRID)05537.00.69580


ORCiD  (WU Cheng) 0000-0003-1288-968X

ResearcherID (WU Cheng) I-3436-2013

Research Gate (WU Cheng)

Google scholar
 (WU Cheng)

ScholarMate 科研之友(WU Cheng) (包含所有论文全文下载)






First/corresponding author

2024
Wu, L., Wu, C.*, Deng, T., Wu, D., Li, M., Li, Y. J., and Zhou, Z.: Field comparison of dual- and single-spot Aethalometers: equivalent black carbon, light absorption, Ångström exponent and secondary brown carbon estimations, Atmos. Meas. Tech., 17, 2917-2936, doi: https://doi.org/10.5194/amt-17-2917-2024, 2024.

Wu, B., Wu, C.*, Ye, Y., Pei, C., Deng, T., Li, Y. J., Lu, X., Wang, L., Hu, B., Li, M., and Wu, D.: Long-term hourly air quality data bridging of neighboring sites using automated machine learning: A case study in the Greater Bay area of China, Atmos. Environ., 321, 120347, doi: https://doi.org/10.1016/j.atmosenv.2024.120347, 2024. 


2023
夏瑞,谭健,汪琼琼,吴兑,孔少飞,陈楠*,邓涛,陶丽萍,张雪,吴柏禧,吴良斌,王庆,吴晟*.基于受体模型的武汉市夏秋季大气细颗粒物消光来源解析.中国环境科学:DOI:10.19674/j.cnki.issn1000-6923.20220917.007,2023



2022

Liang, Y., Wu, C.*, Wu, D., Liu, B., Li, Y. J., Sun, J., Yang, H., Mao, X., Tan, J., Xia, R., Deng, T., Li, M., and Zhou, Z.: Vertical distributions of atmospheric black carbon in dry and wet seasons observed at a 356-m meteorological tower in Shenzhen, South China, Sci. Total. Environ., 853, 158657, doi: https://doi.org/10.1016/j.scitotenv.2022.158657, 2022.

谭健, 夏瑞, 吴兑, 孔少飞, 陈楠*, 成春雷, 邓涛, 陶丽萍, 张雪, 吴柏禧, 吴良斌, 王庆,  吴晟*: 地壳元素铁的吸光贡献对黑碳吸光增强估算的影响——以武汉为例, 中国环境科学, 42, 3033-3045, doi: https://doi.org/10.19674/j.cnki.issn1000-6923.20220314.021, 2022.



2021

Wu, C.*, Liu, B., Wu, D., Yang, H., Mao, X., Tan, J., Liang, Y., Sun, J. Y., Xia, R., Sun, J., He, G., Li, M., Deng, T., Zhou, Z., and Li, Y. J.*: Vertical profiling of black carbon and ozone using a multicopter unmanned aerial vehicle (UAV) in urban Shenzhen of South China, Sci. Total. Environ., 801, 149689, doi: https://doi.org/10.1016/j.scitotenv.2021.149689, 2021.

Liang, Y., Wu, C.*, Jiang, S., Li, Y. J., Wu, D., Li, M., Cheng, P., Yang, W., Cheng, C., Li, L., Deng, T., Sun, J. Y., He, G., Liu, B., Yao, T., Wu, M., and Zhou, Z.: Field comparison of electrochemical gas sensor data correction algorithms for ambient air measurements, Sens. Actuators B Chem., 327, 128897, doi: https://doi.org/10.1016/j.snb.2020.128897, 2021. 


2020

Sun, J. Y., Wu, C.*, Wu, D.*, Cheng, C., Li, M., Li, L., Deng, T., Yu, J. Z., Li, Y. J., Zhou, Q., Liang, Y., Sun, T., Song, L., Cheng, P., Yang, W., Pei, C., Chen, Y., Cen, Y., Nian, H., and Zhou, Z.*: Amplification of black carbon light absorption induced by atmospheric aging: temporal variation at seasonal and diel scales in urban Guangzhou, Atmos. Chem. Phys., 20, 2445-2470, doi: 10.5194/acp-20-2445-2020, 2020. 
Sun, T., Wu, C.*, Wu, D.*, Liu, B., Sun, J. Y., Mao, X., Yang, H., Deng, T., Song, L., Li, M., Li, Y. J., and Zhou, Z.*: Time-resolved black carbon aerosol vertical distribution measurements using a 356-m meteorological tower in Shenzhen, Theor. Appl. Climatol.,140,1263–1276, doi: 10.1007/s00704-020-03168-6 , 2020.

孙嘉胤, 吴晟*, 吴兑*, 李梅,邓涛,杨闻达,程鹏,梁粤,谭健,何国文,成春雷,李磊,周振. 广州城区黑碳气溶胶吸光特性研究. [J]. 中国环境科学. 40, (10) 4177-4189, 2020

何国文, 吴兑*, 吴晟*, 李梅, 邓涛, 吴伟超, 李莉, 程鹏, 袁婧, 张颖龙, 宋烺, 孙嘉胤, 陶丽萍, 梁粤, 谭健, 周振: 嘉兴夏季臭氧污染的近地层垂直变化特征, [J]. 中国环境科学, 40, (10) 4265-4274, 2020.




2019

Wu, C*., Wu, D., and Yu, J. Z*.: Estimation and Uncertainty Analysis of Secondary Organic Carbon Using OneYear of Hourly Organic and Elemental Carbon Data. J. Geophys. Res.-Atmos, 124, 2774-2795 doi: https://doi.org/10.1029/2018JD029290, 2019



2018

Wu, C.*, Wu, D., and Yu, J. Z*.: Quantifying black carbon light absorption enhancement with a novel statistical approach, Atmos. Chem. Phys., 18, 289-309, doi: https://doi.org/10.5194/acp-18-289-2018, 2018. 
Wu, C. and Yu, J. Z*.: Evaluation of linear regression techniques for atmospheric applications: the importance of appropriate weighting, Atmos. Meas. Tech., 11, 1233-1250, doi: https://doi.org/10.5194/amt-11-1233-2018, 2018.

程丁, 吴晟*, 吴兑*, 刘建, 宋烺, 孙天林, 毛夏, 江崟, 刘爱明: 深圳市城区和郊区黑碳气溶胶对比研究, [J]. 中国环境科学, 38, 1653-1662, doi: 10.19674/j.cnki.issn1000-6923.2018.0195, 2018. (EI检索收录)

程丁, 吴晟*, 吴兑*, 刘建, 田智林: 广州市城区干湿季黑碳气溶胶污染特征及来源分析, [J]. 环境科学学报, 38, 2223-2232, doi: 10.13671/j.hjkxxb.2018.0010, 2018.




2016

Wu, C. and Yu, J. Z*.: Determination of primary combustion source organic carbon-to-elemental carbon (OC / EC) ratio using ambient OC and EC measurements: secondary OC-EC correlation minimization method, Atmos. Chem. Phys., 16, 5453-5465, doi: 10.5194/acp-16-5453-2016, 2016.

Wu, C., Huang, X. H. H., Ng, W. M., Griffith, S. M., and Yu, J. Z*.: Inter-comparison of NIOSH and IMPROVE protocols for OC and EC determination: Implications for inter-protocol data conversion, Atmos. Meas. Tech.doi: https://doi.org/10.5194/amt-9-4547-2016, 2016.



Before 2016

Wu, C., Ng, W. M., Huang, J., Wu, D., and Yu, J. Z*.: Determination of Elemental and Organic Carbon in PM2.5 in the Pearl River Delta Region: Inter-Instrument (Sunset vs. DRI Model 2001 Thermal/Optical Carbon Analyzer) and Inter-Protocol Comparisons (IMPROVE vs. ACE-Asia Protocol), Aerosol Sci Tech,  46, 610-621, doi: https://doi.org/10.1080/02786826.2011.649313, 2012






Co-authored

2024

 Xu, Y., Wang, Z., Pei, C., Wu, C., Huang, B., Cheng, C., Zhou, Z., and Li, M*.: Single particle mass spectral signatures from on-road and non-road vehicle exhaust particles and their application in refined source apportionment using deep learning, Sci. Total. Environ., 930, 172822, doi: https://doi.org/10.1016/j.scitotenv.2024.172822, 2024.



2023

Wang, Y., Liang, S., Le Breton, M., Wang, Q.Q., Liu, Q., Ho, C.H., Kuang, B.Y., Wu, C., Hallquist, M., Tong, R., Yu, J.Z., 2023. Field observations of C2 and C3 organosulfates and insights into their formation mechanisms at a suburban site in Hong Kong. Sci. Total. Environ. 904, 166851.https://doi.org/10.1016/j.scitotenv.2023.166851.

Tao, L., Zhou, Z., Tao, J., Zhang, L., Wu, C., Li, J., Yue, D., Wu, Z., Zhang, Z., Yuan, Z., Huang, J., and Wang, B.: High contribution of new particle formation to ultrafine particles in four seasons in an urban atmosphere in south China, Sci. Total. Environ., 889, 164202, doi: https://doi.org/10.1016/j.scitotenv.2023.164202, 2023.

Feng, T., Wang, Y., Hu, W., Zhu, M., Song, W., Chen, W., Sang, Y., Fang, Z., Deng, W., Fang, H., Yu, X., Wu, C., Yuan, B., Huang, S., Shao, M., Huang, X., He, L., Lee, Y. R., Huey, L. G., Canonaco, F., Prevot, A. S. H., and Wang, X.: Impact of aging on the sources, volatility, and viscosity of organic aerosols in Chinese outflows, Atmos. Chem. Phys., 23, 611-636, doi: https://doi.org/10.5194/acp-23-611-2023, 2023.





2022
Sun, J., Wang, Z., Zhou, W., Xie, C., Wu, C., Chen, C., Han, T., Wang, Q., Li, Z., Li, J., Fu, P., Wang, Z., and Sun, Y.: Long-term changes in black carbon and aerosol optical properties from 2012 to 2020 in Beijing, China, Atmos. Chem. Phys., 22, 561-575, doi: https://doi.org/10.5194/acp-22-561-2022, 2022.

Yu, Y., Cheng, P., Li, Y., Gu, J., Gong, Y., Han, B., Yang, W., Sun, J., Wu, C., Song, W., and Li, M.: The association of chemical composition particularly the heavy metals with the oxidative potential of ambient PM2.5 in a megacity (Guangzhou) of southern China, Environ. Res., 213, 113489, doi: https://doi.org/10.1016/j.envres.2022.113489, 2022.

Zheng, H., Kong, S.*, Chen, N., and Wu, C.: Secondary inorganic aerosol dominated the light absorption enhancement of black carbon aerosol in Wuhan, Central China, Atmos. Environ., 287, 119288, doi: https://doi.org/10.1016/j.atmosenv.2022.119288, 2022.



2021

Wang, J., Ye, J., Zhang, Q., Zhao, J., Wu, Y., Li, J., Liu, D., Li, W., Zhang, Y., Wu, C., Xie, C., Qin, Y., Lei, Y., Huang, X., Guo, J., Liu, P., Fu, P., Li, Y., Lee, H. C., Choi, H., Zhang, J., Liao, H., Chen, M., Sun, Y., Ge, X.*, Martin, S. T., and Jacob, D. J.*: Aqueous production of secondary organic aerosol from fossil-fuel emissions in winter Beijing haze, Proc. Natl. Acad. Sci. U.S.A, 118, e2022179118, doi: https://doi.org/10.1073/pnas.2022179118, 2021. 

Sun, J., Xie, C., Xu, W., Chen, C., Ma, N., Xu, W., Lei, L., Li, Z., He, Y., Qiu, Y., Wang, Q., Pan, X., Su, H., Cheng, Y., Wu, C., Fu, P., Wang, Z., and Sun, Y.*: Light absorption of black carbon and brown carbon in winter in North China Plain: comparisons between urban and rural sites, Sci. Total. Environ., 770, 144821, doi: https://doi.org/10.1016/j.scitotenv.2020.144821, 2021.

Li, Y., Liu, B., Ye, J., Jia, T., Khuzestani, R. B., Sun, J. Y., Cheng, X., Zheng, Y., Li, X., Wu, C., Xin, J., Wu, Z., Tomoto, M. A., McKinney, K. A., Martin, S. T., Li, Y. J., and Chen, Q.*: Unmanned Aerial Vehicle Measurements of Volatile Organic Compounds over a Subtropical Forest in China and Implications for Emission Heterogeneity, ACS Earth Space Chem., 5, 247-256, doi: https://doi.org/10.1021/acsearthspacechem.0c00271, 2021.

Cheng, C., Chan, C. K.*, Lee, B. P., Gen, M., Li*, M., Yang, S., Hao, F., Wu, C., Cheng, P., Wu, D., Li, L., Huang, Z., Gao, W., Fu, Z., and Zhou, Z.: Single particle diversity and mixing state of carbonaceous aerosols in Guangzhou, China, Sci. Total. Environ., 754, 142182, doi: https://doi.org/10.1016/j.scitotenv.2020.142182, 2021.

Lu, M., Zheng, J., Huang, Z., Wu, C., Zheng, C., Jia, G., Zhang, L., Jiang, F., Li, Z., Liu, J., and Chen, D.: Insight into the characteristics of carbonaceous aerosols at urban and regional sites in the downwind area of Pearl River Delta region, China, Sci. Total. Environ., 778, 146251, doi: https://doi.org/10.1016/j.scitotenv.2021.146251, 2021.

Song, L., Deng, T., Li, Z.-n., Wu, C., He, G.-w., Li, F., Wu, M., and Wu, D.: Retrieval of Boundary Layer Height and Its Influence on PM2.5 Concentration Based on Lidar Observation over Guangzhou, J. Trop. Meteorol., 27, 303, doi: https://doi.org/10.46267/j.1006-8775.2021.027, 2021. 


2020

Liu, B.,  Wu, C. , Ma, N., Chen, Q., Li, Y., Ye, J., Martin, S. T., and Li, Y. J.*: Vertical profiling of fine particulate matter and black carbon by using unmanned aerial vehicle in Macau, China,  Sci.Total.Environ. , 136109,  doi: 10.1016/j.scitotenv.2019.136109 , 2020.

Kaskaoutis, D. G., Grivas, G., Theodosi, C., Tsagkaraki, M., Paraskevopoulou, D., Stavroulas, I., Liakakou, E., Gkikas, A., Hatzianastassiou, N.,    Wu, C.   , Gerasopoulos, E., and Mihalopoulos, N.*: Carbonaceous Aerosols in Contrasting Atmospheric Environments in Greek Cities: Evaluation of the EC-tracer Methods for Secondary Organic Carbon Estimation,    Atmosphere   , 11, 161, doi:    10.3390/atmos11020161   , 2020.

Kuang, Y.*, He, Y., Xu, W., Zhao, P., Cheng, Y., Zhao, G., Tao, J., Ma, N., Su, H., Zhang, Y., Sun, J., Cheng, P., Yang, W., Zhang, S., Wu, C., Sun, Y.*, and Zhao, C.: Distinct diurnal variation in organic aerosol hygroscopicity and its relationship with oxygenated organic aerosol, Atmos. Chem. Phys., 20, 865-880, doi: 10.5194/acp-20-865-2020, 2020

Sun, Y.*, He, Y., Kuang, Y., Xu, W., Song, S., Ma, N., Tao, J., Cheng, P., Wu, C., Su, H., Cheng, Y., Xie, C., Chen, C., Lei, L., Qiu, Y., Fu, P., Croteau, P., and Worsnop, D. R.: Chemical Differences between PM1 and PM2.5 in Highly Polluted Environment and Implications in Air Pollution Studies, Geophys. Res. Lett., 47, e2019GL086288, doi: 10.1029/2019gl086288 , 2020.


2019

Wang, Q.*, Han, Y., Ye, J., Liu, S., Pongpiachan, S., Zhang, N., Han, Y., Tian, J., Wu, C., Long, X., Zhang, Q., Zhang, W., Zhao, Z., and Cao, J.*: High Contribution of Secondary Brown Carbon to Aerosol Light Absorption in the Southeastern Margin of Tibetan Plateau, Geophys. Res. Lett., 46, 4962-4970, doi: 10.1029/2019gl082731, 2019.
Ji, D.*, Gao, M., Maenhaut, W.*, He, J., Wu, C., Cheng, L., Gao, W., Sun, Y., Sun, J., Xin, J., Wang, L., and Wang, Y.: The carbonaceous aerosol levels still remain a challenge in the Beijing-Tianjin-Hebei region of China: Insights from continuous high temporal resolution measurements in multiple cities, Environ. Int., 126, 171-183, doi: 10.1016/j.envint.2019.02.034, 2019.
Liu, B., He, M. M., Wu, C., Li, J., Li, Y., Lau, N. T., Yu, J. Z., Lau, A. K. H., Fung, J. C. H., Hoi, K. I., Mok, K. M., Chan, C. K., and Li, Y. J.*: Potential exposure to fine particulate matter (PM2.5) and black carbon on jogging trails in Macau, Atmos. Environ., 198, 23-33, https://doi.org/10.1016/j.atmosenv.2018.10.024, 2019.
Deng, T.*, Wang, T.*, Wang, S., Zou, Y., Yin, C., Li, F., Liu, L., Wang, N., Song, L., Wu, C., and Wu, D.: Impact of typhoon periphery on high ozone and high aerosol pollution in the Pearl River Delta region, Sci.Total.Environ., 668, 617-630, doi: 10.1016/j.scitotenv.2019.02.450, 2019.




2018

Qin, Y. M., Tan, H. B., Li, Y. J.*, Li, Z. J., Schurman, M. I., Liu, L., Wu, C., and Chan, C. K.*: Chemical characteristics of brown carbon in atmospheric particles at a suburban site near Guangzhou, China, Atmos. Chem. Phys., 18, 16409-16418, doi: 10.5194/acp-18-16409-2018, 2018.
Wang, Q., Huang, X. H. H.*, Tam, F. C. V., Zhang, X., Liu, K. M., Yeung, C., Feng, Y., Cheng, Y. Y., Wong, Y. K., Ng, W. M., Wu, C., Zhang, Q., Zhang, T., Lau, N. T., Yuan, Z., Lau, A. K. H., and Yu, J. Z.*: Source apportionment of fine particulate matter in Macao, China with and without organic tracers: A comparative study using positive matrix factorization, Atmos. Environ.doi:10.1016/j.atmosenv.2018.10.057, 2018.





2017

Cheng, C., Li, M.*, Chan, C. K., Tong, H., Chen, C., Chen, D., Wu, D., Li, L., Wu, C., Cheng, P., Gao, W., Huang, Z., Li, X., Zhang, Z., Fu, Z., Bi, Y., and Zhou, Z.*: Mixing state of oxalic acid containing particles in the rural area of Pearl River Delta, China: implications for the formation mechanism of oxalic acid, Atmos. Chem. Phys., 17, 9519-9533, doi:10.5194/acp-17-9519-2017, 2017.
Li, Y., Huang, H. X. H., Griffith, S. M., Wu, C., Lau, A. K. H., and Yu, J. Z.*: Quantifying the relationship between visibility degradation and PM2.5 constituents at a suburban site in Hong Kong: Differentiating contributions from hydrophilic and hydrophobic organic compounds, Sci.Total.Environ., 575, 1571-1581, doi: 10.1016/j.scitotenv.2016.10.082, 2017.





2016

Cheung, H. H. Y., Tan, H.*, Xu, H., Li, F., Wu, C., Yu, J. Z., and Chan, C. K.*: Measurements of non-volatile aerosols with a VTDMA and their correlations with carbonaceous aerosols in Guangzhou, China, Atmos. Chem. Phys., 16, 8431-8446, doi:10.5194/acp-16-8431-2016, 2016.
Zhou, Y., Huang, X. H. H., Griffith, S. M., Li, M.*, Li, L., Zhou, Z., Wu, C., Meng, J., Chan, C. K., Louie, P. K. K., and Yu, J. Z.*: A field measurement based scaling approach for quantification of major ions, organic carbon, and elemental carbon using a single particle aerosol mass spectrometer, Atmos. Environ., 143, 300-312, doi:10.1016/j.atmosenv.2016.08.054, 2016.





Before 2016
Wu, D.*, Wu, C., Liao, B., Chen, H., Wu, M., Li, F., Tan, H., Deng, T., Li, H., Jiang, D., and Yu, J. Z.*: Black carbon over the South China Sea and in various continental locations in South China, Atmos Chem Phys, 13, 12257-12270, doi:10.5194/acp-13-12257-2013, 2013.
Yu, H., Wu, C., Wu, D., and Yu, J. Z.*: Size distributions of elemental carbon and its contribution to light extinction in urban and rural locations in the pearl river delta region, China, Atmos Chem Phys, 10, 5107-5119, doi:10.5194/acp-10-5107-2010, 2010.
Deng, X.*, Wu, D., Yu, J., Lau, A. K., Li, F., Tan, H., Yuan, Z., Ng, W. M., Deng, T., and Wu, C.: Characterization of secondary aerosol and its extinction effects on visibility over the Pearl River Delta Region, China, J Air Waste Manage, 63, 1012-1021, 2013.



中文核心发表文章21篇,其中第一作者/通讯作者7篇。

1.       夏瑞,谭健,汪琼琼,吴兑,孔少飞,陈楠*,邓涛,陶丽萍,张雪,吴柏禧,吴良斌,王庆,吴晟*. 基于受体模型的武汉市夏秋季大气细颗粒物消光来源解析[J].  中国环境科学.

2.       谭健, 夏瑞, 吴兑, 孔少飞, 陈楠*, 成春雷, 邓涛, 陶丽萍, 张雪, 吴柏禧, 吴良斌, 王庆吴晟*: 地壳元素铁的吸光贡献对黑碳吸光增强估算的影响——以武汉为例, 中国环境科学, 42, 3033-3045, doi: https://doi.org/10.19674/j.cnki.issn1000-6923.20220314.021, 2022.

3.       孙嘉胤, 吴晟*, 吴兑*, 李梅,邓涛,杨闻达,程鹏,梁粤,谭健,何国文,成春雷,李磊,周振. 广州城区黑碳气溶胶吸光增强特性研究. 中国环境科学, 40 (10):4177~4189, doi: https://doi.org/10.19674/j.cnki.issn1000-6923.2020.0465, 2020

4.       何国文,吴兑*,吴晟*,李梅,邓涛,. 嘉兴夏季臭氧污染的近地层垂直变化特征. 中国环境科学,40(10):4265-4274, doi: https://doi.org/10.19674/j.cnki.issn1000-6923.2020.0474, 2020.

5.       程丁, 吴晟*, 吴兑*, 刘建, 宋烺, 孙天林, 毛夏, 江崟, 刘爱明, 深圳市城区和郊区黑碳气溶胶对比研究, 中国环境科学, 38, 1653-1662, doi: https://doi.org/10.19674/j.cnki.issn1000-6923.2018.0195, 2018.

6.       程丁, 吴晟*, 吴兑*, 刘建, 田智林, 广州市城区干湿季黑碳气溶胶污染特征及来源分析, 环境科学学报, 38, 2223-2232, doi: https://doi.org/10.13671/j.hjkxxb.2018.0010, 2018.

7.       吴晟,吴兑*,邓雪娇,谭浩波.南岭山地高速公路路面温度变化特征分析.气象科技, 2006(06):783-787.

8.       何国文,邓涛,欧阳珊珊,陶丽萍,李振宁,吴晟,张雪,吴兑. 广州地区秋季PM2.5和臭氧复合污染的观测研究[J]. 环境科学学报. 2022(06)

9.       贾天蛟,葛艳丽,刘奔,孙嘉胤,吴雯潞,叶建淮,吴晟,黎永杰,傅宗玫,陈琦. 岭南亚热带森林冠层大气挥发性有机物污染特征及区域人为源的影响[J]. 环境工程技术学报 .

10.   陶丽萍;邓涛;吴兑;吴晟;何国文. 广州旱季双高污染及消光系数垂直分布特征[J]   中国环境科学. 2021

11.   孙天林,吴兑,吴晟,孙嘉胤,陈慧忠,邓涛,李梅,周振: 东莞市黑碳气溶胶污染特征及来源分析[J].  地球化学. 2020(03)

12.   基于DTT法测量广州市区PM2.5的氧化潜势[J]. 张曼曼,李慧蓉,杨闻达,孙嘉胤,吴晟,程鹏,唐明金中国环境科学. 2019(06)

13.   宋烺,邓涛,吴兑,何国文,孙嘉胤,翁佳烽,吴晟. 广州地区典型灰霾过程及不同天气类型下边界层高度研究[J]. 环境科学学报. 2019(05)

14.   吴兑,廖碧婷,陈慧忠,吴晟. 珠江三角洲地区的灰霾天气研究进展[J].  气候与环境研究. 2014(02)

15.   吴兑,廖碧婷,吴晟,陈慧忠,李菲,李海燕,艾卉. 2010年广州亚运会期间灰霾天气分析[J]. 环境科学学报. 2012(03)

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