[2] Bei N F, Zhao L N, Wu J R et al. Impacts of sea-land and mountain-valley circulations on the air pollution in Beijing-Tianjin-Hebei (BTH): a case study[J]. Environmental Pollution, 234, 429-438(2018).
[3] Sokolik I N, Toon O B. Direct radiative forcing by anthropogenic airborne mineral aerosols[J]. Nature, 381, 681-683(1996).
[4] Charlson R J, Schwartz S E, Hales J M et al. Climate forcing by anthropogenic aerosols[J]. Science, 255, 423-430(1992).
[5] Kokhanovsky A A, Breon F M, Cacciari A et al. Aerosol remote sensing over land:a comparison of satellite retrievals using different algorithms and instruments[J]. Atmospheric Research, 85, 372-394(2007).
[7] Wong M S, Shahzad M I, Nichol J E et al. Validation of MODIS, MISR, OMI, and CALIPSO aerosol optical thickness using ground-based sunphotometers in Hong Kong[J]. International Journal of Remote Sensing, 34, 897-918(2013).
[8] Remer L A, Kaufman Y J, Tanre D et al. The MODIS aerosol algorithm, products, and validation[J]. Journal of the Atmospheric Sciences, 62, 947-973(2005).
[9] Lyapustin A, Wang Y, Laszlo I et al. Multiangle implementation of atmospheric correction (MAIAC): 2. Aerosol algorithm[J]. Journal of Geophysical Research: Atmospheres, 116, D03211(2011).
[10] Lyapustin A, Wang Y, Frey R. An automatic cloud mask algorithm based on time series of MODIS measurements[J]. Journal of Geophysical Research: Atmospheres, 113, D16207(2008).
[11] Lyapustin A, Tedesco M, Wang Y J et al. Retrieval of snow grain size over Greenland from MODIS[J]. Remote Sensing of Environment, 113, 1976-1987(2009).
[13] Superczynski S D, Kondragunta S, Lyapustin A I. Evaluation of the multi-angle implementation of atmospheric correction (MAIAC) aerosol algorithm through intercomparison with VIIRS aerosol products and AERONET[J]. Journal of Geophysical Research: Atmospheres, 122, 3005-3022(2017).
[14] Wei J, Sun L. Comparison and evaluation of different MODIS aerosol optical depth products over the Beijing-Tianjin-Hebei region in China[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 10, 835-844(2017).
[15] Chu D A, Kaufman Y J, Ichoku C et al. 29(12): MOD2-1-MOD2-4(2002).
[16] Zhou C Y, Liu Q H, Tang Y et al. Comparison between MODIS aerosol product C004 and C005 and evaluation of their applicability in the north of China[J]. Journal of Remote Sensing, 13, 854-872(2009).
[17] Bilal M, Nichol J E, Nazeer M. Validation of aqua-MODIS C051 and C006 operational aerosol products using AERONET measurements over Pakistan[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 9, 2074-2080(2016).
[18] Wang W, Mao F Y, Pan Z X et al. Validation of VIIRS AOD through a comparison with a Sun photometer and MODIS AODs over Wuhan[J]. Remote Sensing, 9, 403(2017).
[19] Ignatov A M, Stowe L L, Sakerin S M et al. Validation of the NOAA/NESDIS satellite aerosol product over the North Atlantic in 1989[J]. Journal of Geophysical Research: Atmospheres, 100, 5123-5132(1995).
[21] Sayer A M, Munchak L A, Hsu N C et al. MODIS collection 6 aerosol products: comparison between aqua's e-deep blue, dark target, and “merged” data sets, and usage recommendations[J]. Journal of Geophysical Research: Atmospheres, 119, 13965-13989(2014).
[23] Guo Y X, Tang Q H, Gong D Y et al. Estimating ground-level PM2.5 concentrations in Beijing using a satellite-based geographically and temporally weighted regression model[J]. Remote Sensing of Environment, 198, 140-149(2017).
[24] Soni M, Payra S, Verma S. Particulate matter estimation over a semi arid region Jaipur, India using satellite AOD and meteorological parameters[J]. Atmospheric Pollution Research, 9, 949-958(2018).
[25] Liu X, Zhu B, Hou X W et al. Analysis of haze events based on satellite remote sensing and field observations: a case study of severe haze pollution over the Yangtze River Delta[J]. China Environmental Science, 35, 641-651(2015).
[26] Huff A K. VIIRS aerosol optical depth (AOD) products for air quality applications. [C]∥ AGU Fall Meeting Abstracts(2014).
[27] Mei L L, Xue Y, Guang J et al. Aerosol optical depth retrieval over land using MODIS data and its application in monitoring air quality[C]∥ 2009 IEEE International Geoscience and Remote Sensing Symposium, July 12-17, 2009, Cape Tow.
[29] Wang G, Cheng S Y, Li J B et al. Source apportionment and seasonal variation of PM2.5 carbonaceous aerosol in the Beijing-Tianjin-Hebei Region of China[J]. Environmental Monitoring and Assessment, 187, 1-13(2015).
[30] Holben B N, Tanré D, Smirnov A et al. An emerging ground-based aerosol climatology: aerosol optical depth from AERONET[J]. Journal of Geophysical Research: Atmospheres, 106, 12067-12097(2001).
[31] General Administration of Quality Supervision, Inspection, Quarantine of the People's Republic of China,(2012).
[32] General Administration of Quality Supervision, Inspection, Quarantine of the People's Republic of China,[S]. Technical regulation on ambient air quality index (on trial): HJ 633—2012(2012).