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http://dx.doi.org/10.7780/kjrs.2020.36.3.6

The Cross-validation of Satellite OMI and OMPS Total Ozone with Pandora Measurement  

Baek, Kanghyun (Research Center for Climate Sciences, Pusan National University)
Kim, Jae-Hwan (Department of Atmospheric Science, Pusan National University)
Kim, Jhoon (Department of Atmospheric Science, Yonsei University)
Publication Information
Korean Journal of Remote Sensing / v.36, no.3, 2020 , pp. 461-474 More about this Journal
Abstract
Korea launched Geostationary Environmental Monitoring Satellite (GEMS), a UV/visible spectrometer that measure pollution gases on 18 February 2020. Because satellite retrieval is an ill-posed inverse solving process, the validation with ground-based measurements or other satellite measurements is essential to obtain reliable products. For this purpose, satellite-based OMI and OMPS total column ozone (TCO), and ground-based Pandora TCO in Busan and Seoul were selected for future GEMS validation. First of all, the goal of this study is to validate the ground ozone data using characteristics that satellite data provide coherent ozone measurements on a global basis, although satellite data have a larger error than the ground-based measurements. In the cross validation between Pandora and OMI TCO, we have found abnormal deviation in ozone time series from Pandora #29 observed in Seoul. This shows that it is possible to perform inverse validation of ground data using satellite data. Then OMPS TCO was compared with verified Pandora TCO. Both data shows a correlation coefficient of 0.97, an RMSE of less than 2 DU and the OMPS-Pandora relative mean difference of >4%. The result also shows the OMPS-Pandora relative mean difference with SZA, TCO, cross-track position and season have insignificant dependence on those variables.In addition, we showed that appropriate thresholds depending on the spatial resolution of each satellite sensor are required to eliminate the impact of the cloud on Pandora TCO.
Keywords
Pandora; validation; OMI; OMPS; GEMS;
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1 Anton, M., M. Lopez, J. Vilaplana, M. Kroon, R. McPeters, M. Banon, and A. Serrano, 2009. Validation of OMI-TOMS and OMI-DOAS total ozone column using five Brewer spectroradiometers at the Iberian peninsula, Journal of Geophysical Research: Atmospheres, 114(D14).
2 Baek, K., J. H. Kim, J. R. Herman, D. P. Haffner, and J. Kim, 2017. Validation of Brewer and Pandora measurements using OMI total ozone, Atmospheric Environment, 160: 165-175.   DOI
3 Bak, J., J.H. Kim, X. Liu, K. Chance, and J. Kim, 2013. Evaluation of ozone profile and tropospheric ozone retrievals from GEMS and OMI spectra, Atmospheric Measurement Techniques, 6(2): 239-249.   DOI
4 Balis, D., M. Kroon, M. Koukouli, E. Brinksma, G. Labow, J. Veefkind, and R. McPeters, 2007. Validation of Ozone Monitoring Instrument total ozone column measurements using Brewer and Dobson spectrophotometer ground-based observations, Journal of Geophysical Research: Atmospheres, 112(D24).
5 Bass, A. M. and R. J. Paur, 1985. The ultraviolet crosssections of ozone: I. the measurements, In: Zerefos, C.S., Ghazi, A. (eds), Atmospheric Ozone, Springer, Dordrecht, Netherlands, pp. 606-610.
6 Bhartia, P. K. and C. Wellemeyer, 2002. TOMS-V8 total $O_3$ algorithm, OMI Algorithm Theoretical Basis Document, 2: 15-31.
7 Bojkov, R. D., C. L. Mateer, and A. L. Hansson, 1988. Comparison of ground-based and total ozone mapping spectrometer measurements used in assessing the performance of the global ozone observing system, Journal of Geophysical Research: Atmospheres, 93(D8): 9525-9533.   DOI
8 Brion, J., A. Chakir, D. Daumont, J. Malicet, and C. Parisse, 1993. High-resolution laboratory absorption cross section of $O_3$, Temperature effect, Chemical Physics Letters, 213(5-6): 610-612.   DOI
9 Crutzen, P. J., 1979. The role of NO and $NO_2$ in the chemistry of the troposphere and stratosphere, Annual Review of Earth and Planetary Sciences, 7(1): 443-472.   DOI
10 Fioletov, V., G. Labow, R. Evans, E. Hare, U. Kohler, C. McElroy, K. Miyagawa, A. Redondas, V. Savastiouk, and A. Shalamyansky, 2008. Performance of the ground-based total ozone network assessed using satellite data, Journal of Geophysical Research: Atmospheres, 113(D14).
11 Herman, J., E. Spinei, A. Fried, J. Kim, J. Kim, W. Kim, A. Cede, N. Abuhassan, and M. Segal-Rozenhaimer, 2018. $NO_2$ and HCHO measurements in Korea from 2012 to 2016 from Pandora spectrometer instruments compared with OMI retrievals and with aircraft measurements during the KORUSAQ campaign, Atmospheric Measurement Techniques, 11(8): 4583-4603.   DOI
12 Flynn, L., C. Long, X. Wu, R. Evans, C. Beck, I. Petropavlovskikh, G. McConville, W. Yu, Z. Zhang, and J. Niu, 2014. Performance of the ozone mapping and profiler suite (OMPS) products, Journal of Geophysical Research: Atmospheres, 119(10): 6181-6195.   DOI
13 Herman, J., A. Cede, E. Spinei, G. Mount, M. Tzortziou, and N. Abuhassan, 2009. $NO_2$ column amounts from ground-based Pandora and MFDOAS spectrometers using the direct-Sun DOAS technique: Intercomparisons and application to OMI validation, Journal of Geophysical Research: Atmospheres, 114(D13).
14 Herman, J., R. Evans, A. Cede, N. Abuhassan, I. Petropavlovskikh, and G. McConville, 2015. Comparison of ozone retrievals from the Pandora spectrometer system and Dobson spectrophotometer in Boulder, Colorado, Atmospheric Measurement Techniques, 8: 3407-3418.   DOI
15 Kim, J., U. Jeong, M. Ahn, J. H. Kim, R. J. Park, H. Lee, C. H. Song, Y. Choi, K. Lee, and J. Yoo, 2020. New era of air quality monitoring from space: Geostationary Environment Monitoring Spectrometer (GEMS), Bulletin of the American Meteorological Society, 101(1): E1-E22.   DOI
16 Levelt, P. F., G. H. J. van den Oord, M. R. Dobber, A. Malkki, H. Visser, J. de Vries, P. Stammes, J. O. Lundell, and H. Saari, 2006. The ozone monitoring instrument, IEEE Transactions on Geoscience Remote Sensing Letters, 44: 1093-1101.   DOI
17 Natraj, V., X. Liu, S. Kulawik, K. Chance, R. Chatfield, D. P. Edwards, A. Eldering, G. Francis, T. Kurosu, and K. Pickering, 2011. Multi-spectral sensitivity studies for the retrieval of tropospheric and lowermost tropospheric ozone from simulated clear-sky GEO-CAPE measurements, Atmospheric Environment, 45(39): 7151-7165.   DOI
18 Liu, X., P. Bhartia, K. Chance, R. Spurr, and T. Kurosu, 2010. Ozone profile retrievals from the Ozone Monitoring Instrument, Atmospheric Chemistry and Physics, 10(5): 2521-2537.   DOI
19 McPeters, R., M. Kroon, G. Labow, E. Brinksma, D. Balis, I. Petropavlovskikh, J. P. Veefkind, P. Bhartia, and P. Levelt, 2008. Validation of the AURA Ozone Monitoring Instrument total column ozone product, Journal of Geophysical Research: Atmospheres, 113(D15).
20 McPeters, R., S. Frith, and G. Labow, 2015. OMI total column ozone: extending the long-term data record, Atmospheric Measurement Techniques, 8(11): 4845-4850.   DOI
21 Park, J., H. Lee, J. Kim, J. Herman, W. Kim, H. Hong, W. Choi, J. Yang, and D. Kim, 2018. Retrieval Accuracy of HCHO Vertical Column Density from Ground-Based Direct-Sun Measurement and First HCHO Column Measurement Using Pandora, Remote Sensing, 10(2): 173.   DOI
22 Platt, U., D. Perner, and H. Patz, 1979. Simultaneous measurement of atmospheric $CH_2O$, $O_3$, and $NO_2$ by differential optical absorption, Journal of Geophysical Research: Oceans, 84(C10): 6329-6335.   DOI
23 Platt, U., 1994. Differential optical absorption spectroscopy (DOAS), Air Monitoring by Spectroscopic Techniques, 127: 27-76.
24 Veefkind, J. P., J. F. de Haan, E. J. Brinksma, M. Kroon, and P. F. Levelt, 2006. Total ozone from the Ozone Monitoring Instrument (OMI) using the DOAS technique, IEEE Transactions on Geoscience Remote Sensing Letters, 44(5): 1239-1244.   DOI
25 Reed, A. J., A. M. Thompson, D. E. Kollonige, D. K. Martins, M. A. Tzortziou, J. R. Herman, T. A. Berkoff, N. K. Abuhassan, and A. Cede, 2013. Effects of local meteorology and aerosols on ozone and nitrogen dioxide retrievals from OMI and pandora spectrometers in Maryland, USA during DISCOVER-AQ 2011, Journal of Atmospheric Chemistry, 72(3-4): 455-482.
26 Seftor, C., G. Jaross, M. Kowitt, M. Haken, J. Li, and L. Flynn, 2014. Postlaunch performance of the Suomi National Polar-orbiting Partnership Ozone Mapping and Profiler Suite (OMPS) nadir sensors, Journal of Geophysical Research: Atmospheres, 119(7): 4413-4428.   DOI
27 Thornton, J., P. Wooldridge, R. Cohen, M. Martinez, H. Harder, W. H. Brune, E. Williams, J. Roberts, F. Fehsenfeld, and S. Hall, 2002. Ozone production rates as a function of NOx abundances and HOx production rates in the Nashville urban plume, Journal of Geophysical Research: Atmospheres, 107(D12): ACH 7-1-ACH 7-17.
28 Tzortziou, M., J. R. Herman, A. Cede, and N. Abuhassan, 2012. High precision, absolute total column ozone measurements from the Pandora spectrometer system: Comparisons with data from a Brewer double monochromator and Aura OMI, Journal of Geophysical Research: Atmospheres, 117(D16).