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
收藏
页码:1 / 22
页数:22
相关论文
共 45 条
[11]   Cause-specific premature death from ambient PM2.5 exposure in India: Estimate adjusted for baseline mortality [J].
Chowdhury, Sourangsu ;
Dey, Sagnik .
ENVIRONMENT INTERNATIONAL, 2016, 91 :283-290
[12]  
Cohen AJ, 2017, LANCET, V389, P1907, DOI [10.1016/S0140-6736(17)30505-6, 10.1016/s0140-6736(17)30505-6]
[13]   Residential energy use emissions dominate health impacts from exposure to ambient particulate matter in India [J].
Conibear, Luke ;
Butt, Edward W. ;
Knote, Christoph ;
Arnold, Stephen R. ;
Spracklen, Dominick V. .
NATURE COMMUNICATIONS, 2018, 9
[14]   Variability of outdoor fine particulate (PM2.5) concentration in the Indian Subcontinent: A remote sensing approach [J].
Dey, Sagnik ;
Di Girolamo, Larry ;
van Donkelaar, Aaron ;
Tripathi, S. N. ;
Gupta, Tarun ;
Mohan, Manju .
REMOTE SENSING OF ENVIRONMENT, 2012, 127 :153-161
[15]   A climatology of aerosol optical and microphysical properties over the Indian subcontinent from 9 years (2000-2008) of Multiangle Imaging Spectroradiometer (MISR) data [J].
Dey, Sagnik ;
Di Girolamo, Larry .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2010, 115
[16]  
Dijkstra L., 2014, Eur. Comm. Urban Reg. Pol.
[17]   Submicron aerosol composition in the world's most polluted megacity: the Delhi Aerosol Supersite study [J].
Gani, Shahzad ;
Bhandari, Sahil ;
Seraj, Sarah ;
Wang, Dongyu S. ;
Patel, Kanan ;
Soni, Prashant ;
Arub, Zainab ;
Habib, Gazala ;
Hildebrandt Ruiz, Lea ;
Apte, Joshua S. .
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2019, 19 (10) :6843-6859
[18]  
GBD MAPS Working Group, 2018, BURD DIS ATTR MAJ AI, V21
[19]   Air pollution health research priorities for India: Perspectives of the Indo-US Communities of Researchers [J].
Gordon, Terry ;
Balakrishnan, Kalpana ;
Dey, Sagnik ;
Rajagopalan, Sanjay ;
Thornburg, Jonathan ;
Thurston, George ;
Agrawal, Anurag ;
Collman, Gwen ;
Guleria, Randeep ;
Limaye, Sneha ;
Salvi, Sundeep ;
Kilaru, Vasu ;
Nadadur, Srikanth .
ENVIRONMENT INTERNATIONAL, 2018, 119 :100-108
[20]   Global Estimates and Long-Term Trends of Fine Particulate Matter Concentrations (1998-2018) [J].
Hammer, Melanie S. ;
van Donkelaar, Aaron ;
Li, Chi ;
Lyapustin, Alexei ;
Sayer, Andrew M. ;
Hsu, N. Christina ;
Levy, Robert C. ;
Garay, Michael J. ;
Kalashnikova, Olga, V ;
Kahn, Ralph A. ;
Brauer, Michael ;
Apte, Joshua S. ;
Henze, Daven K. ;
Zhang, Li ;
Zhang, Qiang ;
Ford, Bonne ;
Pierce, Jeffrey R. ;
Martin, Randall, V .
ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2020, 54 (13) :7879-7890