Fifteen-year global time series of satellite-derived fine particulate matter
- PMID: 25184953
- DOI: 10.1021/es502113p
Fifteen-year global time series of satellite-derived fine particulate matter
Abstract
Ambient fine particulate matter (PM2.5) is a leading environmental risk factor for premature mortality. We use aerosol optical depth (AOD) retrieved from two satellite instruments, MISR and SeaWiFS, to produce a unified 15-year global time series (1998-2012) of ground-level PM2.5 concentration at a resolution of 1° x 1°. The GEOS-Chem chemical transport model (CTM) is used to relate each individual AOD retrieval to ground-level PM2.5. Four broad areas showing significant, spatially coherent, annual trends are examined in detail: the Eastern U.S. (-0.39 ± 0.10 μg m(-3) yr(-1)), the Arabian Peninsula (0.81 ± 0.21 μg m(-3) yr(-1)), South Asia (0.93 ± 0.22 μg m(-3) yr(-1)) and East Asia (0.79 ± 0.27 μg m(-3) yr(-1)). Over the period of dense in situ observation (1999-2012), the linear tendency for the Eastern U.S. (-0.37 ± 0.13 μg m(-3) yr(-1)) agrees well with that from in situ measurements (-0.38 ± 0.06 μg m(-3) yr(-1)). A GEOS-Chem simulation reveals that secondary inorganic aerosols largely explain the observed PM2.5 trend over the Eastern U.S., South Asia, and East Asia, while mineral dust largely explains the observed trend over the Arabian Peninsula.
Similar articles
-
Global estimates of ambient fine particulate matter concentrations from satellite-based aerosol optical depth: development and application.Environ Health Perspect. 2010 Jun;118(6):847-55. doi: 10.1289/ehp.0901623. Environ Health Perspect. 2010. PMID: 20519161 Free PMC article.
-
Trends in Chemical Composition of Global and Regional Population-Weighted Fine Particulate Matter Estimated for 25 Years.Environ Sci Technol. 2017 Oct 3;51(19):11185-11195. doi: 10.1021/acs.est.7b02530. Epub 2017 Sep 21. Environ Sci Technol. 2017. PMID: 28891283
-
Assessment and statistical modeling of the relationship between remotely sensed aerosol optical depth and PM2.5 in the eastern United States.Res Rep Health Eff Inst. 2012 May;(167):5-83; discussion 85-91. Res Rep Health Eff Inst. 2012. PMID: 22838153
-
Global Estimates and Long-Term Trends of Fine Particulate Matter Concentrations (1998-2018).Environ Sci Technol. 2020 Jul 7;54(13):7879-7890. doi: 10.1021/acs.est.0c01764. Epub 2020 Jun 17. Environ Sci Technol. 2020. PMID: 32491847
-
Estimating national-scale ground-level PM25 concentration in China using geographically weighted regression based on MODIS and MISR AOD.Environ Sci Pollut Res Int. 2016 May;23(9):8327-38. doi: 10.1007/s11356-015-6027-9. Epub 2016 Jan 16. Environ Sci Pollut Res Int. 2016. PMID: 26780051
Cited by
-
Fine Particulate Matter and Poor Cognitive Function among Chinese Older Adults: Evidence from a Community-Based, 12-Year Prospective Cohort Study.Environ Health Perspect. 2020 Jun;128(6):67013. doi: 10.1289/EHP5304. Epub 2020 Jun 18. Environ Health Perspect. 2020. PMID: 32551881 Free PMC article.
-
Satellite-Based Spatiotemporal Trends in PM2.5 Concentrations: China, 2004-2013.Environ Health Perspect. 2016 Feb;124(2):184-92. doi: 10.1289/ehp.1409481. Epub 2015 Jul 24. Environ Health Perspect. 2016. PMID: 26220256 Free PMC article.
-
Spatiotemporal Pattern of Fine Particulate Matter and Impact of Urban Socioeconomic Factors in China.Int J Environ Res Public Health. 2019 Mar 27;16(7):1099. doi: 10.3390/ijerph16071099. Int J Environ Res Public Health. 2019. PMID: 30934778 Free PMC article.
-
Accountability Assessment of Health Improvements in the United States Associated with Reduced Coal Emissions Between 2005 and 2012.Epidemiology. 2019 Jul;30(4):477-485. doi: 10.1097/EDE.0000000000001024. Epidemiology. 2019. PMID: 31162280 Free PMC article.
-
Impact of Oxidant Gases on the Relationship between Outdoor Fine Particulate Air Pollution and Nonaccidental, Cardiovascular, and Respiratory Mortality.Sci Rep. 2017 Nov 27;7(1):16401. doi: 10.1038/s41598-017-16770-y. Sci Rep. 2017. PMID: 29180643 Free PMC article.
Publication types
MeSH terms
Substances
LinkOut - more resources
Full Text Sources
Other Literature Sources