Russian Journal of Earth Sciences Russian Journal of Earth Sciences Russian Journal of Earth Sciences 1681-1208 46534 10.2205/2020ES000701 ОРИГИНАЛЬНЫЕ СТАТЬИ ORIGINAL ARTICLES ОРИГИНАЛЬНЫЕ СТАТЬИ Assessment the effect of atmospheric correction algorithms for monitoring PM10 concentration by using Landsat 8OLI data: A case study in Hanoi, Vietnam Assessment the effect of atmospheric correction algorithms for monitoring PM10 concentration by using Landsat 8OLI data: A case study in Hanoi, Vietnam Hung Nguyen Nhu Hung Nguyen Nhu Hang Le Minh Hang Le Minh leminhhang81@gmail.com Anh Tran Van Anh Tran Van Hai Le Vu Hong Hai Le Vu Hong Le Quy Don Technical University ru Le Quy Don Technical University ru Le Quy Don Technical University ru Le Quy Don Technical University ru Faculty of Geomatics and Land Administration, University of Mining and Geology ru Faculty of Geomatics and Land Administration, University of Mining and Geology ru Le Quy Don Technical University ru Le Quy Don Technical University ru 20 5 29 10 2021 https://rjes.ru/en/nauka/article/46534/view

Air pollution is becoming more serious, especially in developing countries like Vietnam. Air pollution is affecting human health, especially atmospheric particulate matter (PM) with a diameter 2.5 μ" role="presentation">μ

Air pollution is becoming more serious, especially in developing countries like Vietnam. Air pollution is affecting human health, especially atmospheric particulate matter (PM) with a diameter 2.5 μ" role="presentation">μ

 Atmospheric correction Landsat 8OLI PM10 concentration Atmospheric correction Landsat 8OLI PM10 concentration

Chavez, P. S. (1996) , Image-based atmospheric corrections-revisited and improved, Photogrammetric Engineering and Remote Sensing, 62, no. 9, p. 1025-1035 Chavez, P. S. (1996) , Image-based atmospheric corrections-revisited and improved, Photogrammetric Engineering and Remote Sensing, 62, no. 9, p. 1025-1035 Dinoi, A., M. A. Perrone, P. Burlizzi (2010) , Application of MODIS Products for Air Quality Studies OverSoutheastern Italy, Remote Sensing, 2, p. 1767-1796, https://doi.org/10.3390/rs2071767 Dinoi, A., M. A. Perrone, P. Burlizzi (2010) , Application of MODIS Products for Air Quality Studies OverSoutheastern Italy, Remote Sensing, 2, p. 1767-1796, https://doi.org/10.3390/rs2071767 Forster, B. C. (1984) , Derivation of atmospheric correction procedures for Landsat MSS with particular reference to urban data, International Journal of Remote Sensing, 5, p. 799-817 Forster, B. C. (1984) , Derivation of atmospheric correction procedures for Landsat MSS with particular reference to urban data, International Journal of Remote Sensing, 5, p. 799-817 Gao, J., Y. Zha (2010) , Meteorological Influence on Predicting Air Pollution from MODIS-Derived Aerosol Optical Thickness: A Case Study in Nanjing, China, Remote Sensing, 2, p. 2136-2147, https://doi.org/10.3390/rs2092136 Gao, J., Y. Zha (2010) , Meteorological Influence on Predicting Air Pollution from MODIS-Derived Aerosol Optical Thickness: A Case Study in Nanjing, China, Remote Sensing, 2, p. 2136-2147, https://doi.org/10.3390/rs2092136 Hadjimitsis, D. G. (1999) , The application of atmospheric correction algorithms in the satellite remote sensing of reserviors, PhD thesis, Univeristy of Surrey, School of Engineering in the Environment Department of Civil Engineering Guidford, Surrey Hadjimitsis, D. G. (1999) , The application of atmospheric correction algorithms in the satellite remote sensing of reserviors, PhD thesis, Univeristy of Surrey, School of Engineering in the Environment Department of Civil Engineering Guidford, Surrey Hadjimitsis, D. G. (2009) , Aerosol optical thickness (AOT) retrieval over land using satellite image-based algorithm, Air Quality, Atmosphere & Health, 2, p. 89-97, https://doi.org/10.1007/s11869-009-0036-0 Hadjimitsis, D. G. (2009) , Aerosol optical thickness (AOT) retrieval over land using satellite image-based algorithm, Air Quality, Atmosphere & Health, 2, p. 89-97, https://doi.org/10.1007/s11869-009-0036-0 Hadjimitsis, D. G., C. R. I. Clayton, V. S. Hope (2004) , An assessment of the effectiveness of atmospheric correction algorithms through the remote sensing of some reservoirs, International Journal of Remote Sensing, 25, no. 18, p. 3651-3674, https://doi.org/10.1080/01431160310001647993 Hadjimitsis, D. G., C. R. I. Clayton, V. S. Hope (2004) , An assessment of the effectiveness of atmospheric correction algorithms through the remote sensing of some reservoirs, International Journal of Remote Sensing, 25, no. 18, p. 3651-3674, https://doi.org/10.1080/01431160310001647993 Hadjimitsis, D. G., C. R. I. Clayton, A. Retalis (2003) , Darkest pixel atmospheric correction algorithm: a revised procedure for environmental applications of satellite remotely sensed imagery, Proceedings of the 10th International Symposium on Remote Sensing, organised by NASA, SPIE Conference, 414, p. 8-12, NASA, Barcelona, Spain Hadjimitsis, D. G., C. R. I. Clayton, A. Retalis (2003) , Darkest pixel atmospheric correction algorithm: a revised procedure for environmental applications of satellite remotely sensed imagery, Proceedings of the 10th International Symposium on Remote Sensing, organised by NASA, SPIE Conference, 414, p. 8-12, NASA, Barcelona, Spain Hadjimitsis, D. G., P. T. Kyriacos, P. Giorgos (2008) , The application of atmospheric correction algorithms for monitoring atmospheric pollution using Landsat TM images, Proc. SPIE 7107, Remote Sensing of Clouds and the Atmosphere XIII, 71070H (13 October 2008), SPIE, Cardiff, Wales, United Kingdom, https://doi.org/10.1117/12.800346 Hadjimitsis, D. G., P. T. Kyriacos, P. Giorgos (2008) , The application of atmospheric correction algorithms for monitoring atmospheric pollution using Landsat TM images, Proc. SPIE 7107, Remote Sensing of Clouds and the Atmosphere XIII, 71070H (13 October 2008), SPIE, Cardiff, Wales, United Kingdom, https://doi.org/10.1117/12.800346 Hadjimitsis, D. G., A. Retalis, C. R. I. Clayton (2002) , The assessment of atmospheric pollution using satellite remote sensing techniques in large cities in the vicinity of airports, Water, Air and Soil Pollution: Focus. An International Journal of Environmental Pollution, 2, no. 5-6, p. 631-640, https://doi.org/10.1023/A:1021305417004 Hadjimitsis, D. G., A. Retalis, C. R. I. Clayton (2002) , The assessment of atmospheric pollution using satellite remote sensing techniques in large cities in the vicinity of airports, Water, Air and Soil Pollution: Focus. An International Journal of Environmental Pollution, 2, no. 5-6, p. 631-640, https://doi.org/10.1023/A:1021305417004 Hadjimitsis, D. G., A. Nisantzi, K. Themistocleous (2010) , Satellite remote sensing, GIS and sun-photometers for monitoring PM10 in Cyprus, Proc. of SPIE, 7826, https://doi.org/10.1117/12.865120 Hadjimitsis, D. G., A. Nisantzi, K. Themistocleous (2010) , Satellite remote sensing, GIS and sun-photometers for monitoring PM10 in Cyprus, Proc. of SPIE, 7826, https://doi.org/10.1117/12.865120 Jerome, V., S. Richard, R. Didier (2010) , Atmospheric particulate matter (PM) estimation from SeaWiFS imagery, Remote Sensing of Environment, p. 1-10, https://doi.org/10.1016/j.rse.2007.03.009 Jerome, V., S. Richard, R. Didier (2010) , Atmospheric particulate matter (PM) estimation from SeaWiFS imagery, Remote Sensing of Environment, p. 1-10, https://doi.org/10.1016/j.rse.2007.03.009 Kanaroglou, P. S., N. A. Soulakellis, N. I. Sifakis (2002) , Improvement of satellite derived pollution maps with the use of a geostatistical interpolation method, Journal of Geographical Systems, 4, p. 193-208, https://doi.org/10.1007/s101090100080 Kanaroglou, P. S., N. A. Soulakellis, N. I. Sifakis (2002) , Improvement of satellite derived pollution maps with the use of a geostatistical interpolation method, Journal of Geographical Systems, 4, p. 193-208, https://doi.org/10.1007/s101090100080 Kaufman, Y. J., R. S. Fraser, R. A. Ferrare (1990) , Satellite remote sensing of large scale air pollution method, Journal of Geophysical Research, 95, p. 9895-9909, https://doi.org/10.1029/JD095iD07p09895 Kaufman, Y. J., R. S. Fraser, R. A. Ferrare (1990) , Satellite remote sensing of large scale air pollution method, Journal of Geophysical Research, 95, p. 9895-9909, https://doi.org/10.1029/JD095iD07p09895 Koelemeijer, R. B. A., C. D. Homan, J. Matthijsen (2006) , Comparison of spatial and temporal variations of aerosol opticalthickness and particulate matter over Europe, Atmospheric Environment, 40, p. 5304-5315, https://doi.org/10.1016/j.atmosenv.2006.04.044 Koelemeijer, R. B. A., C. D. Homan, J. Matthijsen (2006) , Comparison of spatial and temporal variations of aerosol opticalthickness and particulate matter over Europe, Atmospheric Environment, 40, p. 5304-5315, https://doi.org/10.1016/j.atmosenv.2006.04.044 Kyriacos, T. (2011) , Improving atmospheric correction methods for aerosol optical thickness retrieval supported by in-situ observations and GIS analysis, Doctor of Philosophy Dissertation, Cyprus University of Technology, Limassol Kyriacos, T. (2011) , Improving atmospheric correction methods for aerosol optical thickness retrieval supported by in-situ observations and GIS analysis, Doctor of Philosophy Dissertation, Cyprus University of Technology, Limassol Lim, H. S., M. Z. MatJafri, K. Abdulla (2004) , Remote Sensing of PM10 From Landsat TM Imagery, 25th ACRS 2004 Chiang Mai, p. 739-744, Chiang Mai, Thailand Lim, H. S., M. Z. MatJafri, K. Abdulla (2004) , Remote Sensing of PM10 From Landsat TM Imagery, 25th ACRS 2004 Chiang Mai, p. 739-744, Chiang Mai, Thailand Lim, H. S., Z. M. J. Mohd (2007) , Mapping atmospheric pollution using remote sensing, SPIE Newsroom, https://doi.org/10.1117/2.1200710.0853 Lim, H. S., Z. M. J. Mohd (2007) , Mapping atmospheric pollution using remote sensing, SPIE Newsroom, https://doi.org/10.1117/2.1200710.0853 Moran, M. S., D. J. Ray, N. S. Philip, et at. (1992) , Evaluation of simplified procedures for retrieval of land surface reflectance factors from satellite sensor output, Remote Sensing of Environment, 41, no. 2-3, p. 169-184, https://doi.org/10.1016/0034-4257(92)90076-V Moran, M. S., D. J. Ray, N. S. Philip, et at. (1992) , Evaluation of simplified procedures for retrieval of land surface reflectance factors from satellite sensor output, Remote Sensing of Environment, 41, no. 2-3, p. 169-184, https://doi.org/10.1016/0034-4257(92)90076-V Nadzri, O., Z. M. J. Mohd, H. S. Lim (2010) , Estimating Particulate MatterConcentration over Arid Region Using Satellite Remote Sensing: A CaseStudy in Makkah, Saudi Arabia, Modern Applied Science, 4, p. 131-142, https://doi.org/10.5539/mas.v4n11p131 Nadzri, O., Z. M. J. Mohd, H. S. Lim (2010) , Estimating Particulate MatterConcentration over Arid Region Using Satellite Remote Sensing: A CaseStudy in Makkah, Saudi Arabia, Modern Applied Science, 4, p. 131-142, https://doi.org/10.5539/mas.v4n11p131 Nordio, F., I. Kloog, B. Coull, et at. (2013) , Estimating spatio-temporal resolved PM10 aerosol massconcentrations using MODIS satellite data and land use regression over Lombardy, Italy, Atmospheric Environment, 74, p. 227-236, https://doi.org/10.1016/j.atmosenv.2013.03.043 Nordio, F., I. Kloog, B. Coull, et at. (2013) , Estimating spatio-temporal resolved PM10 aerosol massconcentrations using MODIS satellite data and land use regression over Lombardy, Italy, Atmospheric Environment, 74, p. 227-236, https://doi.org/10.1016/j.atmosenv.2013.03.043 Roy, A., A. Jivani, B. Parekh (2017) , Estimation of PM10 Distribution using Landsat 7 ETM+ Remote Sensing Data, International Journal of Advanced Remote Sensing and GIS, 6, no. 1, p. 2246-2252, https://doi.org/10.23953/cloud.ijarsg.284 Roy, A., A. Jivani, B. Parekh (2017) , Estimation of PM10 Distribution using Landsat 7 ETM+ Remote Sensing Data, International Journal of Advanced Remote Sensing and GIS, 6, no. 1, p. 2246-2252, https://doi.org/10.23953/cloud.ijarsg.284 Sifakis, N., P. Y. Deschamps (1992) , Mapping of Air Pollution Using SPOT Satellite, Photogrammetric Engineering & Remote Sensing, 5, p. 4 Sifakis, N., P. Y. Deschamps (1992) , Mapping of Air Pollution Using SPOT Satellite, Photogrammetric Engineering & Remote Sensing, 5, p. 4 Sobrino, J. A., C. J-M. Juan, L. Paolini (2004) , Land surface temperature retrieval from Landsat TM 5, Remote Sensing of Environment, 90, p. 434-440, https://doi.org/10.1016/j.rse.2004.02.003 Sobrino, J. A., C. J-M. Juan, L. Paolini (2004) , Land surface temperature retrieval from Landsat TM 5, Remote Sensing of Environment, 90, p. 434-440, https://doi.org/10.1016/j.rse.2004.02.003 Zhang, L., et al. (2015) , Retrieval of aerosol optical depth over Beijing using Landsat8/OLI data, Proc. SPIE 9610, Remote Sensing and Modeling of Ecosystems for Sustainability XII, p. 961,011, SPIE Optical Engineering + Applications, San Diego, California, https://doi.org/10.1117/12.2186761 Zhang, L., et al. (2015) , Retrieval of aerosol optical depth over Beijing using Landsat8/OLI data, Proc. SPIE 9610, Remote Sensing and Modeling of Ecosystems for Sustainability XII, p. 961,011, SPIE Optical Engineering + Applications, San Diego, California, https://doi.org/10.1117/12.2186761