Atmospheric Correction of Sentinel-2 Images Using GK2A AOD: A Comparison between FLAASH, Sen2Cor, 6SV1.1, and 6SV2.1
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Kim, Seoyeon
(Geomatics Research Institute, Pukyong National University)
Youn, Youjeong (Department of Spatial Information Engineering, Division of Earth Environmental System Science, Pukyong National University) Jeong, Yemin (Geomatics Research Institute, Pukyong National University) Park, Chan-Won (High-tech Agro-Materials Promotion Team, Rural Development Administration) Na, Sang-Il (Climate Change Assessment Division, Department of Agricultural Environment, National Institute of Agricultural Sciences) Ahn, Hoyong (Climate Change Assessment Division, Department of Agricultural Environment, National Institute of Agricultural Sciences) Ryu, Jae-Hyun (Climate Change Assessment Division, Department of Agricultural Environment, National Institute of Agricultural Sciences) Lee, Yangwon (Department of Spatial Information Engineering, Division of Earth Environmental System Science, Pukyong National University) |
1 | ESA (European Space Agency), 2021. Sen2Cor Software Release Note, http://step.esa.int/thirdparties/sen2cor/2.10.0/docs/S2-PDGS-MPC-L2A-SRN-V2.10.0.pdf, Accessed on Sep. 18, 2022. |
2 | Lee, K.S., C.S. Lee, M. Seo, S. Choi, N.H. Seong, D. Jin, J.M. Yeom, and K.S. Han, 2020. Improvements of 6S look-up-table based surface reflectance employing minimum curvature surface method, Asia-Pacific Journal of Atmospheric Sciences, 56(2): 235-248. https://doi.org/10.1007/s13143-019-00164-3 DOI |
3 | Proud, S.R., M.O. Rasmussen, R. Fensholt, I. Sandholt, C. Shisanya, W. Mutero, C. Mbow, and A. Anyamba, 2010. Improving the SMAC atmospheric correction code by analysis of Meteosat Second Generation NDVI and surface reflectance data, Remote Sensing of Environment, 114(8): 1687-1698. https://doi.org/10.1016/j.rse.2010.02.020 DOI |
4 | Cooley T., G.P. Anderson, G.W. Felde, M.L. Hoke, A.J. Ratkowski, J.H. Chetwynd, J.A. Gardner, S.M. Adler-Golden, M.W. Matthew, A. Berk, L.S. Bernstein, P.K. Acharya, D. Miller, and P. Lewis, 2002. FLAASH, a MODTRAN4-based atmospheric correction algorithm, its application and validation, Proc. of IEEE International Geoscience and Remote Sensing Symposium, Toronto, ON, Canada, Jun. 24-28, vol. 3, pp. 1414-1418. https://doi.org/10.1109/IGARSS.2002.1026134 DOI |
5 | Eck, T.F., B.N. Holben, J.S. Reid, Q. Dubovik, A. Smirnov, N.T. O'Neill, I. Slutsker, and S. Kinne, 1999. Wavelength dependence of the optical depth of biomass burning, urban, and desert dust aerosols, Journal of Geophysical Research: Atmospheres, 104(D24): 31333-31349. https://doi.org/10.1029/1999JD900923 DOI |
6 | Kinne, S., M. Schulz, C. Textor, S. Guibert, Y. Balkanski, S.E. Bauer, T. Berntsen, T.F. Berglen, Q. Boucher, M. Chin, W. Collins, F. Dentener, T. Diehl, R. Easter, J. Feichter, D. Fillmore, S. Ghan, P. Ginoux, S. Gong, A. Grini, J. Hendricks, M. Herzog, L. Horowitz, I. Isaksen, T. Iversen, A. Kirkevag, S. Kloster, D. Koch, J.E. Kristjansson, M. Krol, A. Lauer, J.F. Lamarque, G. Lesins, X. Liu, U. Lohmann, V. Montanaro, G. Myhre, J. Penner, G. Pitari, S. Reddy, O. Seland, P. Stier, T. Takemura, and X. Tie, 2006. An AeroCom initial assessment - optical properties in aerosol component modules of global models, Atmospheric Chemistry and Physics, 6(7): 1815-1834. https://doi.org/10.5194/acp-6-1815-2006 DOI |
7 | Lee, K.S., 2019. Atmospheric correction issues of optical imagery in land remote sensing, Korean Journal of Remote Sensing, 35(6-3): 1299-1312 (in Korean with English abstract). https://doi.org/10.7780/kjrs.2019.35.6.3.12 DOI |
8 | Martins, V.S., C.C.F. Barbosa, L.A.S. De Carvalho, D.S.F. Jorge, F.D.L. Lobo, and E.M.L.D.M. Novo, 2017. Assessment of atmospheric correction methods for Sentinel-2 MSI images applied to Amazon floodplain lakes, Remote Sensing, 9(4): 322-344. https://doi.org/10.3390/rs9040322 DOI |
9 | Vermote, E.F., D. Tanre, J.L. Deuze, M. Herman, and J.J. Morcette, 1997. Second simulation of the satellite signal in the solar spectrum, 6S: An overview, IEEE Transactions on Geoscience and Remote Sensing, 35(3): 675-686. https://doi.org/10.1109/36.581987 DOI |
10 | Prasad, A.K. and R.P. Singh, 2007. Comparison of MISR-MODIS aerosol optical depth over the Indo-Gangetic basin during the winter and summer seasons (2000-2005), Remote Sensing of Environment, 107(1-2): 109-119. https://doi.org/10.1016/j.rse.2006.09.026 DOI |
11 | Youn, Y. and Y. Lee, 2022. Spatial Gap-filling of GK-2A/AMI AOD products for Estimation of Particulate Matter using Machine Learning, Proc. of the 8th World Congress on New Technologies (NewTech'22), Prague, Czech Republic, Aug. 3-5, no. ICEPR 155. https://doi.org/10.11159/icepr22.155 DOI |
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