The empirical correlations between PM2.5, PM10 and AOD in the Beijing metropolitan region and the PM2.5, PM10 distributions retrieved by MODIS
- PMID: 27294786
- DOI: 10.1016/j.envpol.2016.05.085
The empirical correlations between PM2.5, PM10 and AOD in the Beijing metropolitan region and the PM2.5, PM10 distributions retrieved by MODIS
Abstract
We observed PM2.5, PM10 concentration, aerosol optical depth (AOD), and Ångström exponents (α) in three typical stations, the Beijing city, the Xianghe suburban and the Xinglong background station in the Beijing metropolitan region, from 2009 to 2010, synchronously. The annual means of PM2.5 (PM10) were 62 ± 45 (130 ± 88) μg m(-3) and 79 ± 61 (142 ± 96) μg m(-3) in the city and suburban region, which were much higher than the regional background (PM2.5: 36 ± 29 μg m(-3)). The annual means of AOD were 0.53 ± 0.47 and 0.54 ± 0.46 and 0.24 ± 0.22 in the city, suburban and the background region, respectively. The annual means of Ångström exponents were 1.11 ± 0.31, 1.09 ± 0.31 and 1.02 ± 0.31 in three typical stations. Meanwhile, the rates of PM2.5 accounting for PM10 were 44%-54% and 46%-70% in the city and suburban region during four seasons. The pollution of fine particulate was more serious in winter than other seasons. The linear regression functions of PM2.5 (y) and ground-observed AOD (x) were similarly with high correlation coefficient in the three typical areas, which were y = 74x + 18 (R(2) = 0.58, N = 337, in the City), y = 80x + 25 (R(2) = 0.55, N = 306, in the suburban) and y = 87x + 9 (R(2) = 0.64, N = 350, in the background). The functions of PM10 (y) and ground-observed AOD (x) were y = 112x + 57 (R(2) = 0.54, N = 337, in the city) and y = 114x + 68 (R(2) = 0.47, N = 304, in the suburban). But the functions had large differences in four seasons. The correlations between PM2.5, PM10 and MODIS AOD were similar with the correlations between PM2.5, PM10 and the ground-observed AOD. With MODIS C6 AOD, the distributions of PM2.5 and PM10 concentration were retrieved by the seasonal functions. The absolute retrieval errors of seasonal PM2.5 distribution were less than 5 μg m(-3) in the pollutant city and suburb, and less than 7 μg m(-3) in the clean background.
Keywords: AOD; MODIS; PM(10); PM(2.5); The Beijing metropolitan region.
Copyright © 2016 Elsevier Ltd. All rights reserved.
Similar articles
-
[Comparison of atmospheric particulate matter and aerosol optical depth in Beijing City].Huan Jing Ke Xue. 2013 Mar;34(3):826-34. Huan Jing Ke Xue. 2013. PMID: 23745383 Chinese.
-
Impacts of elevated-aerosol-layer and aerosol type on the correlation of AOD and particulate matter with ground-based and satellite measurements in Nanjing, southeast China.Sci Total Environ. 2015 Nov 1;532:195-207. doi: 10.1016/j.scitotenv.2015.05.136. Epub 2015 Jun 10. Sci Total Environ. 2015. PMID: 26071961
-
Estimating PM2.5 in Xi'an, China using aerosol optical depth: a comparison between the MODIS and MISR retrieval models.Sci Total Environ. 2015 Feb 1;505:1156-65. doi: 10.1016/j.scitotenv.2014.11.024. Epub 2014 Nov 20. Sci Total Environ. 2015. PMID: 25466686
-
Concentrations, correlations and chemical species of PM2.5/PM10 based on published data in China: Potential implications for the revised particulate standard.Chemosphere. 2016 Feb;144:518-26. doi: 10.1016/j.chemosphere.2015.09.003. Epub 2015 Sep 19. Chemosphere. 2016. PMID: 26397469 Review.
-
Review on recent progress in observations, source identifications and countermeasures of PM2.5.Environ Int. 2016 Jan;86:150-70. doi: 10.1016/j.envint.2015.10.016. Epub 2015 Nov 17. Environ Int. 2016. PMID: 26595670 Review.
Cited by
-
Long-term exposure to PM2.5 and cardiovascular disease incidence and mortality in an Eastern Mediterranean country: findings based on a 15-year cohort study.Environ Health. 2021 Oct 28;20(1):112. doi: 10.1186/s12940-021-00797-w. Environ Health. 2021. PMID: 34711250 Free PMC article.
-
The relationships between surface-column aerosol concentrations and meteorological factors observed at major cities in the Yangtze River Delta, China.Environ Sci Pollut Res Int. 2019 Dec;26(36):36568-36588. doi: 10.1007/s11356-019-06730-6. Epub 2019 Nov 15. Environ Sci Pollut Res Int. 2019. PMID: 31728952
-
Transboundary aerosol transport process and its impact on aerosol-radiation-cloud feedbacks in springtime over Northeast Asia.Sci Rep. 2022 Mar 22;12(1):4870. doi: 10.1038/s41598-022-08854-1. Sci Rep. 2022. PMID: 35318376 Free PMC article.
-
COVID-19 Regulations, Political Institutions, and the Environment.Environ Resour Econ (Dordr). 2022;81(2):323-353. doi: 10.1007/s10640-021-00628-z. Epub 2021 Nov 25. Environ Resour Econ (Dordr). 2022. PMID: 34848925 Free PMC article.
-
Eigenvector Spatial Filtering Regression Modeling of Ground PM2.5 Concentrations Using Remotely Sensed Data.Int J Environ Res Public Health. 2018 Jun 11;15(6):1228. doi: 10.3390/ijerph15061228. Int J Environ Res Public Health. 2018. PMID: 29891785 Free PMC article.
MeSH terms
Substances
LinkOut - more resources
Full Text Sources
Other Literature Sources