A Comparison between Multiple Satellite AOD Products Using AERONET Sun Photometer Observations in South Korea: Case Study of MODIS,VIIRS, Himawari-8, and Sentinel-3 |
Kim, Seoyeon
(Department of Spatial Information Engineering, Division of Earth Environmental System Science, Pukyong National University)
Jeong, Yemin (Department of Spatial Information Engineering, Division of Earth Environmental System Science, Pukyong National University) Youn, Youjeong (Department of Spatial Information Engineering, Division of Earth Environmental System Science, Pukyong National University) Cho, Subin (Department of Spatial Information Engineering, Division of Earth Environmental System Science, Pukyong National University) Kang, Jonggu (Department of Spatial Information Engineering, Division of Earth Environmental System Science, Pukyong National University) Kim, Geunah (Department of Spatial Information Engineering, Division of Earth Environmental System Science, Pukyong National University) Lee, Yangwon (Department of Spatial Information Engineering, Division of Earth Environmental System Science, Pukyong National University) |
1 | ESA(European Space Agency), 2021. Sentinel-3 Synergy Land User Handbook, Available online: https://sentinel.esa.int/documents/247904/4598113/Sentinel-3-Synergy-Land-Handbook.pdf/1e0f98b7-eaf0-897a7183-7950b7df851f, Accessed on Jun. 18, 2021. |
2 | Holben, B.N., T. Eck, I. Slutsker, D. Tanre, J.P. Buis, A. Setzer, E. Vermote, J.A. Reagan, Y.J. Kaufman, T. Nakajima, F. Lavenu, I. Jankowiak, and A. Smirnov, 1998. AERONET-A federated instrument network and data archive for aerosol characterization, Remote Sensing of Environment, 66(1): 1-16. DOI |
3 | Hsu, N.C., J. Lee, A.M. Sayer, W. Kim, C. Bettenhausen, and S.C. Tsay, 2019. VIIRS Deep Blue aerosol products over land: Extending the EOS long-term aerosol data records, Journal of Geophysical Research: Atmospheres, 124(7): 4026-4053. DOI |
4 | Donlon, C., B. Berruti, A. Buongiorno, M.H. Ferreira, P. Femenias, J. Frerick, P. Goryl, U. Klein, H. Laur, C. Mavrocordatos, J. Nieke, H. Rebhan, B. Seitz, J. Stroede, and R. Sciarra, 2012. The global monitoring for environment and security (GMES) sentinel-3 mission, Remote Sensing of Environment, 120: 37-57. DOI |
5 | Lyapustin, A., Y. Wang, I. Laszlo, R. Kahn, S. Korkin, L. Remer, R. Levy, and J.S. Reid, 2011. Multiangle implementation of atmospheric correction (MAIAC): 2. Aerosol algorithm, Journal of Geophysical Research: Atmospheres, 116(D03211): 1-15 |
6 | Lyapustin, A., J., Martonchik, Y. Wang, I. Laszlo, and S. Korkin, 2011. Multiangle implementation of atmospheric correction (MAIAC): 1. Radiative transfer basis and look-up tables, Journal of Geophysical Research: Atmospheres, 116(D03210): 1-9. |
7 | Lee, K.H., and Y.J. Kim, 2008. Sensitivity of COMS/GOCI measured top-of-atmosphere reflectances to atmospheric aerosol properties, Korean Journal of Remote Sensing, 24(6): 559-569 (in Korean with English abstract). DOI |
8 | Kaufman, Y.J., D. Tanre, L.A. Remer, E.F. Vermote, A. Chu, and B.N. Holben, 1997. Operational remote sensing of tropospheric aerosol over land from EOS moderate resolution imaging spectroradiometer, Journal of Geophysical Research: Atmospheres, 102(D14): 17051-17067. DOI |
9 | Martins, V.S., A. Lyapustin, L.A.S. de Carvalho, C.C.F. Barbosa, and E.M.L.D.M. Novo, 2017. Validation of high-resolution MAIAC aerosol product over South America, Journal of Geophysical Research: Atmospheres, 122(14): 7537-7559. DOI |
10 | Lee, G.T., S.W. Ryu, T.Y. Lee, and M.S. Suh, 2020. Analysis of AOD Characteristics Retrieved from Himawari-8 Using Sun Photometer in South Korea, Korean Journal of Remote Sensing, 36(3): 425-439 (in Korean with English abstract). DOI |
11 | Lyapustin, A., Y. Wang, S. Korkin, and D. Huang, 2018. MODIS collection 6 MAIAC algorithm, Atmospheric Measurement Techniques, 11(10): 5741-5765. DOI |
12 | North, P. and A. Heckel, 2010. Sentinel-3 Optical Products and Algorithm Definition. SYN Algorithm Theoretical Basis Document, Available online: https://earth.esa.int/documents/247904/349589/SYN_L2-3_ATBD.pdf, Accessed on May. 13, 2021. |
13 | Kikuchi, M., H. Murakami, K. Suzuki, T.M. Nagao, and A. Higurashi, 2018. Improved hourly estimates of aerosol optical thickness using spatiotemporal variability derived from Himawari-8 geostationary satellite, IEEE Transactions on Geoscience and Remote Sensing, 56(6): 3442-3455. DOI |
14 | Ramanathan, V.C.P.J., P.J. Crutzen, J.T. Kiehl, and D. Rosenfeld, 2001. Aerosols, climate, and the hydrological cycle, Science, 294(5549): 2119-2124. DOI |
15 | Lee, K.H., 2018. Validation of COMS/MI Aerosol Optical Depth Products Using Aerosol Robotic Network (AERONET) Observations Over East Asia, Korean Journal of Remote Sensing, 34(3): 507-517 (in Korean with English abstract). DOI |
16 | Choi, M., H. Lim, J. Kim, S. Lee, T.F. Eck, B.N. Holben, M.J. Garay, E.J. Hyer, P.E. Saide and H. Liu, 2019. Validation, comparison, and integration of GOCI, AHI, MODIS, MISR, and VIIRS aerosol optical depth over East Asia during the 2016 KORUS-AQ campaign, Atmospheric Measurement Techniques, 12(8): 4619-4641. DOI |
17 | Popp, T., G.D. Leeuw, C. Bingen, C. Bruhl, V. Capelle, A. Chedin, L. Clarisse, O. Dubovik, R. Grainger, J. Griesfeller, A. Heckel, S. Kinne, L. Kluser, M. Kosmale, P. Kolmonen, L. Lelli, P. Litvinov, L. Mei, P. North, S. Pinnock, A. Povey, C. Robert, M. Schulz, L. Sogacheva, K. Stebel, D.S. Zweers, G. Thomas, L.G. Tilstra, S. Vandenbussche, P. Veefkind, M. Vountas, and Y. Xue, 2016. Development, production and evaluation of aerosol climate data records from European satellite observations (Aerosol_CCI), Remote Sensing, 8(5): 421. DOI |
18 | 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. DOI |
19 | Hsu, N.C., S.C. Tsay, M.D. King, and J.R. Herman, 2004. Aerosol properties over bright-reflecting source regions, IEEE Transactions on Geoscience and Remote Sensing, 42(3): 557-569. DOI |
20 | Jiang, T., B. Chen, K.K.Y. Chan, and B. Xu, 2019. Himawari-8/AHI and MODIS aerosol optical depths in China: evaluation and comparison, Remote Sensing, 11(9): 1011. DOI |
21 | Sayer, A.M., N.C. Hsu, C. Bettenhausen, and M.J. Jeong, 2013. Validation and uncertainty estimates for MODIS Collection 6 "Deep Blue" aerosol data, Journal of Geophysical Research: Atmospheres, 118(14): 7864-7872. |
22 | Sayer, A.M., N.C. Hsu, J. Lee, W.V. Kim, and S.T. Dutcher, 2019. Validation, stability, and consistency of MODIS Collection 6.1 and VIIRS Version 1 Deep Blue aerosol data over land, Journal of Geophysical Research: Atmospheres, 124(8): 4658-4688. DOI |
23 | Wang, W., F. Mao, Z. Pan, L. Du, and W. Gong, 2017. Validation of VIIRS AOD through a Comparison with a Sun Photometer and MODIS AODs over Wuhan, Remote Sensing, 9(5): 403. DOI |
24 | Wang, Y., Q. Yuan, H. Shen, L. Zheng, and L. Zhang, 2020. Investigating multiple aerosol optical depth products from MODIS and VIIRS over Asia: Evaluation, comparison, and merging, Atmospheric Environment, 230: 117548. DOI |
25 | Zhao, C., Z. Liu, Q. Wang, J. Ban, N.X. Chen, and T. Li, 2019. High-resolution daily AOD estimated to full coverage using the random forest model approach in the Beijing-Tianjin-Hebei region, Atmospheric Environment, 203: 70-78. DOI |
26 | Sayer, A.M., N.C. Hsu, C. Bettenhausen, M.J. Jeong, and G. Meister, 2015. Effect of MODIS Terra radiometric calibration improvements on Collection 6 Deep Blue aerosol products: Validation and Terra/Aqua consistency, Journal of Geophysical Research: Atmospheres, 120(23): 12-157. DOI |
27 | Lau, K.M., M.K. Kim, and K.M. Kim, 2006. Asian summer monsoon anomalies induced by aerosol direct forcing: the role of the Tibetan Plateau, Climate Dynamics, 26(7-8): 855-864. DOI |
28 | 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. DOI |
29 | Myhre, G., F. Stordal, M. Johnsrud, D.J. Diner, I.V. Geogdzhayev, J.M. Haywood, B.N. Holben, T. Holzer-Popp, A. Ignatov, R.A. Kahn, Y.J. Kaufman, N. Loeb, J.V. Martonchik, M.I. Mishchenko, N.R. Nalli8, L.A. Remer, M. Schroedter-Homscheidt, D. Tanre, O. Torres, and M. Wang, 2005. Intercomparison of satellite retrieved aerosol optical depth over ocean during the period September 1997 to December 2000, Atmospheric Chemistry and Physics, 5(6): 1697-1719. DOI |
30 | Huang, J., S. Kondragunta, I. Laszlo, H. Liu, L.A. Remer, H. Zhang, S. Superczynski, P. Ciren, B. N. Holben, and M. Petrenko, 2016. Validation and expected error estimation of Suomi-NPP VIIRS aerosol optical thickness and Angstrom exponent with AERONET, Journal of Geophysical Research: Atmospheres, 121(12): 7139-7160. DOI |
31 | Diner, D.J., J.C. Beckert, T.H. Reilly, C.J. Bruegge, J.E. Conel, R.A. Kahn, J.V. Martonchik, T.P. Ackerman, R. Davies, S.A. W. Gerstl, H.R. Gordon, J.-P. Muller, R.B. Myneni, P.J. Sellers, B. Pinty, and M.M. Verstraete, 1998. Multi-angle Imaging SpectroRadiometer (MISR) instrument description and experiment overview, IEEE Transactions on Geoscience and Remote Sensing, 36(4): 1072-1087. DOI |
32 | 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. DOI |
33 | Lim, H., M. Choi, M. Kim, J. Kim, S. Go, and S. Lee, 2018, Intercomparing the aerosol optical depth using the geostationary satellite sensors (AHI, GOCI and MI) from Yonsei AErosol Retrieval (YAER) algorithm, Journal of the Korean Earth Science Society, 39(2): 119-130 (in Korean with English abstract). DOI |
34 | Prather, K.A., 2009. Our current understanding of the impact of aerosols on climate change, ChemSus Chem: Chemistry & Sustainability Energy & Materials, 2(5): 377-379. |
35 | Bessho, K., K. Date, M. Hayashi, A. Ikeda, T. Imai, H. Inoue, Y. Kumagai, T. Miyakawa, H. Murata, T. Ohno, A. Okuyama, R. Oyama, Y. Sasaki, Y. Shimazu, K. Shimoji, Y. Sumaida, M. Suzuki, H. Taniguchi, H. Tsuchiyama, D. Uesawa, H. Yokota, and R. Yoshida, 2016. An Introduction to Himawari-8/9 - Japan's New-Generation Geostationary Meteorological Satellites, Journal of the Meteorological Society of Japan. Ser. II, 94(2): 151-183. DOI |