A Satellite-Based High-Resolution (1-km) Ambient PM2.5 Database for India over Two Decades (2000-2019): Applications for Air Quality Management

被引:75
作者
Dey, Sagnik [1 ,2 ]
Purohit, Bhavesh [1 ]
Balyan, Palak [1 ]
Dixit, Kuldeep [1 ]
Bali, Kunal [1 ]
Kumar, Alok [1 ]
Imam, Fahad [1 ]
Chowdhury, Sourangsu [3 ]
Ganguly, Dilip [1 ]
Gargava, Prashant [4 ]
Shukla, V. K. [4 ]
机构
[1] IIT Delhi, Ctr Atmospher Sci, New Delhi 110000, India
[2] IIT Delhi, Ctr Excellence Res Clean Air, New Delhi 110000, India
[3] Max Planck Inst Chem, D-55128 Mainz, Germany
[4] Cent Pollut Control Board, New Delhi 110000, India
关键词
PM2.5; MAIAC; AOD; India; air quality; PARTICULATE MATTER; AEROSOL REANALYSIS; POLLUTION; EXPOSURE; TRENDS; BURDEN;
D O I
10.3390/rs12233872
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Fine particulate matter (PM2.5) is a major criteria pollutant affecting the environment, health and climate. In India where ground-based measurements of PM2.5 is scarce, it is important to have a long-term database at a high spatial resolution for an efficient air quality management plan. Here we develop and present a high-resolution (1-km) ambient PM2.5 database spanning two decades (2000-2019) for India. We convert aerosol optical depth from Moderate Resolution Imaging Spectroradiometer (MODIS) retrieved by Multiangle Implementation of Atmospheric Correction (MAIAC) algorithm to surface PM2.5 using a dynamic scaling factor from Modern-Era Retrospective analysis for Research and Applications Version 2 (MERRA-2) data. The satellite-derived daily (24-h average) and annual PM2.5 show a R-2 of 0.8 and 0.97 and root mean square error of 25.7 and 7.2 mu g/m(3), respectively against surface measurements from the Central Pollution Control Board India network. Population-weighted 20-year averaged PM2.5 over India is 57.3 mu g/m(3) (5-95 percentile ranges: 16.8-86.9) with a larger increase observed in the present decade (2010-2019) than in the previous decade (2000 to 2009). Poor air quality across the urban-rural transact suggests that this is a regional scale problem, a fact that is often neglected. The database is freely disseminated through a web portal 'satellite-based application for air quality monitoring and management at a national scale' (SAANS) for air quality management, epidemiological research and mass awareness.
引用
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页码:1 / 22
页数:22
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