[1] Fuzzi S, Baltensperger U, Carslaw K et al. Particulate matter, air quality and climate: Lessons learned and future needs[J]. Atmospheric Chemistry and Physics, 15, 8217-8299(2015).

[3] Sun W, Hu X D, Hu Y H et al. Research progress on the influence of atmospheric environment on the spread of novel coronavirus[J]. Chinese Science Bulletin, 67, 2509-2521(2022).

[4] Zhang Y, Li Z Q. Remote sensing of atmospheric fine particulate matter (PM2.5) mass concentration near the ground from satellite observation[J]. Remote Sensing of Environment, 160, 252-262(2015).

[5] Li Z Q, Zhang Y, Shao J et al. Remote sensing of atmospheric particulate mass of dry PM2.5 near the ground: Method validation using ground-based measurements[J]. Remote Sensing of Environment, 173, 59-68(2016).

[6] Yan X, Shi W Z, Li Z Q et al. Satellite-based PM2.5 estimation using fine-mode aerosol optical thickness over China[J]. Atmospheric Environment, 170, 290-302(2017).

[7] Giles D M, Sinyuk A, Sorokin M G et al. Advancements in the Aerosol Robotic Network (AERONET) Version 3 database - automated near-real-time quality control algorithm with improved cloud screening for Sun photometer aerosol optical depth (AOD) measurements[J]. Atmospheric Measurement Techniques, 12, 169-209(2019).

[8] Levy R C, Mattoo S, Munchak L A et al. The Collection 6 MODIS aerosol products over land and ocean[J]. Atmospheric Measurement Techniques, 6, 2989-3034(2013).

[9] Levy R, Hsu C. MODIS atmosphere L2 aerosol product[DS/OL]. https://modaps.modaps.eosdis.nasa.gov/services/about/products/c61/MOD04_3K.html

[10] Garay M J, Witek M L, Kahn R A et al. Introducing the 4.4 km spatial resolution Multi-Angle Imaging SpectroRadiometer (MISR) aerosol product[J]. Atmospheric Measurement Techniques, 13, 593-628(2020).

[11] Tanré D, Bréon F M, Deuzé J L et al. Remote sensing of aerosols by using polarized, directional and spectral measurements within the A-Train: The PARASOL mission[J]. Atmospheric Measurement Techniques, 4, 1383-1395(2011).

[12] Nadal F, Breon F M. Parameterization of surface polarized reflectance derived from POLDER spaceborne measurements[J]. IEEE Transactions on Geoscience and Remote Sensing, 37, 1709-1718(1999).

[13] Wang S P, Fang L, Zhang X Y et al. Retrieval of aerosol properties for fine/coarse mode aerosol mixtures over Beijing from PARASOL measurements[J]. Remote Sensing, 7, 9311-9324(2015).

[14] Zhang Y, Li Z Q, Qie L L et al. Retrieval of aerosol fine-mode fraction from intensity and polarization measurements by PARASOL over east Asia[J]. Remote Sensing, 8, 417(2016).

[15] Ge B Y, Mei X D, Li Z Q et al. An improved algorithm for retrieving high resolution fine-mode aerosol based on polarized satellite data: Application and validation for POLDER-3[J]. Remote Sensing of Environment, 247, 111894(2020).

[16] Li Z Q, Hou W Z, Hong J et al. The polarization crossfire (PCF) sensor suite focusing on satellite remote sensing of fine particulate matter PM2.5 from space[J]. Journal of Quantitative Spectroscopy and Radiative Transfer, 286, 108217(2022).

[17] Dubovik O, Li Z Q, Mishchenko M I et al. Polarimetric remote sensing of atmospheric aerosols: Instruments, methodologies, results, and perspectives[J]. Journal of Quantitative Spectroscopy and Radiative Transfer, 224, 474-511(2019).

[18] Xie Y S, Li Z Q, Hou W Z et al. Retrieval of fine-mode aerosol optical depth based on remote sensing measurements of directional polarimetric camera onboard GF-5 satellite[J]. Aerospace Shanghai, 36, 220-229(2019).

[19] Hou M Y, Li Z Q, Xie Y S et al. Research on spectral feature cloud detection method of directional polarimetric camera on Chinese satellite[J]. Journal of Atmospheric and Environmental Optics, 17, 598-612(2022).

[20] Friedl M, Sulla M D. MODIS/Terra+Aqua land cover type yearly L3 global 500 m SIN grid V061[DS/OL]. https://e4ftl01.cr.usgs.gov/MOTA/MCD12Q1.061

[21] Giglio L, Justice C. MODIS/Terra thermal anomalies/fire 5-min L2 swath 1 km V061[DS/OL]. https://lpdaac.usgs.gov/products/mod14v061

[22] O'Neill N T, Dubovik O, Eck T F. Modified angström exponent for the characterization of submicrometer aerosols[J]. Applied Optics, 40, 2368-2375(2001).

[23] O'Neill N T, Eck T F, Smirnov A et al. Spectral discrimination of coarse and fine mode optical depth[J]. Journal of Geophysical Research: Atmospheres, 108, 4559(2003).

[24] Deuzé J L, Bréon F M, Devaux C et al. Remote sensing of aerosols over land surfaces from POLDER-ADEOS-1 polarized measurements[J]. Journal of Geophysical Research: Atmospheres, 106, 4913-4926(2001).

[25] Waquet F, Léon J F, Cairns B et al. Analysis of the spectral and angular response of the vegetated surface polarization for the purpose of aerosol remote sensing over land[J]. Applied Optics, 48, 1228-1236(2009).

[26] Lafrance B. Simplified Model of the Polarized Light Emerging from the Atmosphere. Correction of the Stratospheric Aerosol Impact on Polder Measurements[D](1997).

[27] Waquet F, Goloub P, Deuzé J L et al. Aerosol retrieval over land using a multiband polarimeter and comparison with path radiance method[J]. Journal of Geophysical Research: Atmospheres, 112, D11214(2007).

[28] Vermote E F, Tanré D, Deuze J L et al. Second simulation of the satellite signal in the solar spectrum, 6S: An overview[J]. IEEE Transactions on Geoscience and Remote Sensing, 35, 675-686(1997).

[29] Li Z Q, Zhang Y, Xu H et al. The fundamental aerosol models over China region: A cluster analysis of the ground-based remote sensing measurements of total columnar atmosphere[J]. Geophysical Research Letters, 46, 4924-4932(2019).

[30] Xia X S, Wang J H, Song W D et al. Spatio-temporal evolution of PM2.5 concentration during 2000-2019 in China[J]. Environmental Science, 41, 4832-4843(2020).

[31] Feng Z Y, Shi R H. Spatio-temporal features and the association of ground-level PM2.5 concentration and its emission in China[J]. Journal of Geo-Information Science, 23, 1221-1230(2021).

[33] Zheng Y G, Chen J, Zhu P J et al. Influence of biomass burning in south Asia on lower tropospheric ozone concentration over Kunming[J]. Acta Scientiarum Naturalium Universitatis Pekinensis, 43, 330-337(2007).

[34] Liu Y Q, Zhang J, Pang G Q et al. Spatial and temporal variation characteristics of aerosol parameters in Guangdong Province in the past 18 years[J]. Journal of Guangdong Ocean University, 40, 77-88(2020).

[35] Zhang Y. Retrieval of Aerosol Optical Parameters Based on Multi-angle Intensity and Polarization Satellite Data[D](2018).

[36] Li Z Q, Xu H, Li K T et al. Comprehensive study of optical, physical, chemical, and radiative properties of total columnar atmospheric aerosols over China: An overview of sun-sky radiometer observation network (SONET) measurements[J]. Bulletin of the American Meteorological Society, 99, 739-755(2018).

[37] Yu W, Liu Y M, Yang X Q et al. Impact of North Atlantic SST and Tibetan Plateau forcing on seasonal transition of springtime South Asian monsoon circulation[J]. Climate Dynamics, 56, 559-579(2021).

[38] Duncan B N, Martin R V, Staudt A C et al. Interannual and seasonal variability of biomass burning emissions constrained by satellite observations[J]. Journal of Geophysical Research: Atmospheres, 108, ACH1-1(2003).

[39] Senghor H, Machu É, Hourdin F et al. Seasonal cycle of desert aerosols in western Africa: Analysis of the coastal transition with passive and active sensors[J]. Atmospheric Chemistry and Physics, 17, 8395-8410(2017).

[40] Cook K H, Vizy E K. Contemporary climate change of the African monsoon systems[J]. Current Climate Change Reports, 5, 145-159(2019).