Filling MODIS AOD China Land Missing Data Regions Based on Reflectance Statistical Model

Enming LU; Dongsheng XIAO; Fuzhen LIU

doi:10.3969/j.issn.1673-6141.2018.05.006

[1] Wang Yinpai, Yu Xin, Xie Guangqi. Spatial distribution and temporal variation of aerosol optical depth over China in the past 15 years[J].China Environmental Science, 2018, 38(2): 426-434(in Chinese).

[2] Levy R C, Mattoo S, Munchak L A,et al. The Collection 6 MODIS aerosol products over land and ocean[J]. Atmospheric Measurement Techniques, 2013, (11): 2989-3034.

[3] Xu Xiuling.Analysis of Temporal and Spatial Characteristics of Aerosol Over Land in China Based on MODIS Product[D]. Nanjing: Master’s Thesis of Nanjing Normal University, 2012(in Chinese).

[4] Yu C, Chen L F, Su L,et al. Kriging interpolation method and its application in retrieval of MODIS aerosol optical depth[C]. th International Conference on Geoinformatics, 2011.

[5] Li Long, Shi Runhe, Zhang Lu,et al. Data fusion of MODIS AOD and OMI AOD over East China using universal kriging[J]. Journal of Geo-information Science, 2015, 17(10): 1224-1232(in Chinese).

[6] Mhawish A, Banerjee T, Broday D M,et al. Evaluation of MODIS Collection 6 aerosol retrieval algorithms over Indo-Gangetic Plain: Implications of aerosols types and mass loading[J]. Remote Sensing of Environment, 2017, 201: 297-313.

[7] Vermote E F, Kotchenova S. Atmospheric correction for the monitoring of land surfaces[J].Journal of Geophysical Research: Atmospheres, 2008, 113(D23): 1-12.

[8] Li S S, Chen L F, Tao J H,et al. Retrival of aerosol optical depth over bright targets in the urban areas of North China during winter[J]. Science China Earth Sciences, 2012, 55(9): 1545-1553.

[9] Duan P, Sheng Y H, Li J,et al. Adaptive IDW interpolation method and its application in the temperature field[J]. Geographical Research, 2014, 33(8): 1417-1426.

[10] Wei Yinan, Wu Shichao, Xu Feifei,et al. Comparison and analysis of three versions of MODIS aerosol product in China region[J]. Journal of Atmospheric and Environmental Optics, 2016, 11(3): 217-225(in Chinese).

[11] Qi Yulei, Ge Jinming, Huang Jianping. Spatial and temporal distribution of MODIS and MISR aerosol optical depth over northern China and comparison with AERONET[J].China Science Bulletin, 2013, 58(17): 1670-1679(in Chinese).

[12] Eck T F, Holben B N, Reid J S,et al. Wavelength dependence of the optical depth of biomass buring, urban, and desert dust aerosols[J]. Journal of Geophysical Research: Atmospheres(1984-2012), 1999, 104(D24): 31333-31349.

[13] Zhao Zhiqiang, Li Ainong, Bian Jinhu,et al. An improved DDV method to retrieve AOT for HJ CCD image in typical mountainous areas[J]. Spectroscopy and Spectral Analysis, 2015, 35(6): 1479-1487(in Chinese).

[14] Ran Fankun.Aerosol Optical Depth Inversion of Beijing with HJ Remote Sensor Data[D]. Beijing: Mater’s Thesis of China University of Geosciences, 2014(in Chinese).

[15] Wang Kaicun, Wang Jiankai, Wang Pucai,et al. The accuracy of MODIS albedo over Beijing urban area and its algorithm improvement[J]. Chinese Journal of Atmospheric Sciences, 2008, 32(1): 67-74(in Chinese).

[16] Fan Junfu, He Huixin, Guo Bing. Temporal and spatial variations of rariations of rainfall erosivity in Yellow River from 1980 to 2015[J].Journal of Geo-Information Science, 2018, 20(2): 196-204(in Chinese).

[17] Sun Xiaolei, Gan Wei, Lin Yan,et al. Validation of MODIS 3 km aerosol optical depth product and its air quality indication[J]. Acta Scientiae Circumstantiae, 2015, 35(6): 1657-166(in Chinese).

[18] Levy R C, Remer L A, Kleidman R G,et al. Global evaluation of the Collection 5 MODIS dark-target aerosol products over land[J]. Atmospheric Chemistry and Physics, 2010, 10(21): 10399-10420.

[19] Wang Hongbin, Zhang Lei, Jiao Shengming,et al. Evaluation of the MODIS aerosol products and analysis of the retrieval errors in China[J]. Plateau Meteorology, 2016, 35(3): 810-822(in Chinese).

[20] Tang Weiyao, Bao Yansong, Ma Xiao,et al. Accuracy evaluation of FY-3A/MERSI aerosol optical depth data in Beijing and its adjacent region[J]. Journal of Atmospheric and Environmental Optics, 2017, 12(6): 435-445(in Chinese).

[21] Wang Zhongting, Li Qing, Li Shenshen,et al. The monitoring of haze from HJ-1[J]. Spectroscopy and Spectral Analysis, 2012, 32(3): 775-780(in Chinese).