Application of Satellite Data for Retrieving the Light Absorption Characteristics in the Black Sea Waters
V. S. Suetin, S. N. Korolev✉
Marine Hydrophysical Institute of RAS, Sevastopol, Russian Federation
✉ e-mail: s.korolev@mhi-ras.ru
Abstract
Purpose. he work is aimed at studying the effects of light absorption in the Black Sea waters with due regard for the variations of its individual components, and how they are manifested in the NASA archival results of calculating the chlorophyll a concentration obtained by processing satellite data using the universal operational method.
Methods and Results. The NASA archival data of the MODIS and SeaWiFS satellite instruments, and the values of the light absorption components (determined by the method of Generalized ocean color inversion model for retrieving marine inherent optical properties (GIOP)) related to yellow substance and phytoplankton were analyzed. In order to avoid possible manifestations of various distortions in the results of determining the remote sensing reflectance of the sea and in the products resulted from application of the GIOP method, only the specially selected and sufficiently reliable test data from two areas located near the Crimea Southern Coast and south of the Danube estuary were used.
Conclusions. In the considered examples with low content of chlorophyll a in the seawater, the yellow substance plays a predominant role in light absorption in the spectrum blue part, whereas if the chlorophyll a content is high, the phytoplankton contribution is dominant. The revealed relationship between the light absorption components related to yellow substance and phytoplankton significantly differs from that implicitly preset as a basis of the universal method (applied in NASA for the satellite data operational processing) for determining the chlorophyll a concentration. This, in its turn, is manifested in the fact that the data on the chlorophyll a concentration in the Black Sea stored in the NASA archive may be overestimated in case the chlorophyll a concentration is low, and underestimated – in case it is high.
Keywords
Black Sea, satellite observations, optical characteristics, light absorption, MODIS, SeaWiFS, GIOP, phytoplankton, yellow substance
Acknowledgements
The work was carried out within the framework of the state task on theme No. 0827-2020-0002 “Development of methods of operational oceanology based on interdisciplinary studies of the processes of formation and evolution of the marine environment and mathematical modeling using remote and contact measurement data”. The authors are grateful to the NASA GSFC satellite data processing group for the provided opportunity to use the empirical data.
Original russian text
Original Russian Text © V. S. Suetin, S. N. Korolev, 2021, published in MORSKOY GIDROFIZICHESKIY ZHURNAL, Vol. 37, Iss. 2, pp. 222-232 (2021)
For citation
Suetin, V.S. and Korolev, S.N., 2021. Application of Satellite Data for Retrieving the Light Absorption Characteristics in the Black Sea Waters. Physical Oceanography, [e-journal] 28(2), pp. 205-214. doi:10.22449/1573-160X-2021-2-205-214
DOI
10.22449/1573-160X-2021-2-205-214
References
- IOCCG, 2006. Remote Sensing of Inherent Optical Properties: Fundamentals, Tests of Algorithms, and Applications. Reports of the International Ocean-Colour Coordinating Group, No. 5. Dartmouth, Canada: IOCCG, 126 p. Available at: http://ioccg.org/reports/report5.pdf [Accessed: 11 March 2021].
- Werdell, P.J., Franz, B.A., Bailey, S.W., Feldman, G.C., Boss, E., Brando, V.E., Dowell, M., Hirata, T., Lavender, S.J. [et al.], 2013. Generalized Ocean Color Inversion Model for Retrieving Marine Inherent Optical Properties. Applied Optics, 52(10, pp. 2019-2037. https://doi.org/10.1364/AO.52.002019
- Werdell, P. J., McKinna, L.I.W., Boss, E., Ackleson, S.G., Craig, S.E., Gregg, W.W., Lee, Z., Maritorena, S., Roesler, C.S. [et al.], 2018. An Overview of Approaches and Challenges for Retrieving Marine Inherent Optical Properties from Ocean Color Remote Sensing. Progress in Oceanography, 160, pp. 186-212. https://doi.org/10.1016/j.pocean.2018.01.001
- Suetin, V.S., Korolev, S.N. and Kucheryavy, A.A., 2014. Application of Satellite Observations for Determining Spectral Dependences of the Black Sea Waters Optical Characteristics. Morskoy Gidrofizicheckiy Zhurnal, (3) pp. 77-86 (in Russian).
- Suetin, V.S. and Korolev, S.N., 2018. Estimating Specific Features of the Optical Property Variability in the Black Sea Waters Using the Data of SeaWiFS and MODIS Satellite Instruments. Physical Oceanography, 25(4), pp. 330-340. doi:10.22449/1573-160X-2018-4- 330-340
- Burenkov, V.I., Kopelevich, O.V., Sheberstov, S.V., Ershova, S.V. and Evdoshenko, M.A., 1999. Bio-Optical Characteristics of the Aegean Sea Retrieved from Satellite Ocean Color Data. In: P. Malanotte-Rizzoli and V. N. Eremeev, eds., 1999. The Eastern Mediterranean as a Laboratory Basin for the Assessment of Contrasting Ecosystems. Dordrecht: Springer Science+Business Media, pp. 313-326. https://doi.org/10.1007/978-94-011-4796-5_217
- Churilova, T.Ya., Suslin, V.V. and Sosik, H.M, 2009. A Spectral Model of Underwater Irradiance in the Black Sea. Physical Oceanography, 19(6), pp. 366-378. https://doi.org/10.1007/s11110-010-9060-8
- Organelli, E., Claustre, H., Bricaud, A., Barbieux, M., Uitz, J., D'Ortenzio, F. and Dall'Olmo, G., 2017. Bio-Optical Anomalies in the World’s Oceans: An Investigation on the Diffuse Attenuation Coefficients for Downward Irradiance Derived from Biogeochemical Argo Float Measurements. Journal of Geophysical Research: Oceans, 122(5, pp. 3543-3564. doi:10.1002/2016JC012629
- Bricaud, A., Morel, A., Babin, M., Allali, K. and Claustre, H., 1998. Variations of Light Absorption by Suspended Particles with Chlorophyll a Concentration in Oceanic (Case 1) Waters: Analysis and Implications for Bio-Optical Models. Journal of Geophysical Research: Oceans, 103(C13, pp. 31033-31044. https://doi.org/10.1029/98JC02712
- Suetin, V.S., Tolkachenko, G.A., Korolev, S.N. and Kucheryavy, A.A., 2013. Optical Features of Aerosols and Atmospheric Correction of Satellite Observations of the Black Sea. Morskoy Gidrofizicheckiy Zhurnal, (1), pp. 34-44 (in Russian).
- Suetin, V.S., Korolev, S.N. and Kucheryaviy, A.A., 2016. Sun Glint Manifestation at Evaluating the Black Sea Water Optical Parameters using Satellite Measurements. Physical Oceanography, (3), pp. 47-56. doi:10.22449/1573-160X-2016-3-47-56
- Kopelevich, O.V., Burenkov, V.I., Ershova, S.V., Sheberstov, S.V. and Evdoshenko, M.A., 2004. Application of SeaWiFS Data for Studying Variability of Bio-Optical Characteristics in the Barents, Black and Caspian Seas. Deep Sea Research Part II: Topical Studies in Oceanography, 51(10–11, pp. 1063-1091. doi:10.1016/j.dsr2.2003.10.009
- Bailey, S.W. and Werdell, P.J., 2006. A Multi-Sensor Approach for the On-Orbit Validation of Ocean Color Satellite Data Products. Remote Sensing of Environment, 102(1–2, pp. 12-23. https://doi.org/10.1016/j.rse.2006.01.015
- Hu, C., Feng, L. and Lee, Z., 2013. Uncertainties of SeaWiFS and MODIS Remote Sensing Reflectance: Implications from Clear Water Measurements. Remote Sensing of Environment, 133, pp. 168-182. https://doi.org/10.1016/j.rse.2013.02.012
- Antoine, D., d’Ortenzio, F., Hooker, S.B., Bécu, G., Gentili, B., Tailliez, D. and Scott, A.J., 2008. Assessment of Uncertainty in the Ocean Reflectance Determined by Three Satellite Ocean Color Sensors (MERIS, SeaWiFS and MODIS-A) at an Offshore Site in the Mediterranean Sea (BOUSSOLE project). Journal of Geophysical Research: Oceans, 113(C7, C07013. https://doi.org/10.1029/2007JC004472
- Goryachkin, Yu.N., 2018. Upwelling nearby the Crimea Western Coast. Physical Oceanography, 25(5), pp. 368-379. doi:10.22449/1573-160X-2018-5-368-379
- Gawarkiewicz, G., Korotaev, G., Stanichny, S., Repetin, L. and Soloviev, D., 1999. Synoptic Upwelling and Cross-Shelf Transport Processes along the Crimean Coast of the Black Sea. Continental Shelf Research, 19(8, pp. 977-1005. https://doi.org/10.1016/S0278- 4343(99)00003-5
- O'Reilly, J.E. and Werdell, P.J., 2019. Chlorophyll Algorithms for Ocean Color Sensors – OC4, OC5 & OC6. Remote Sensing of Environment, 229, pp. 32-47. https://doi.org/10.1016/j.rse.2019.04.021
- Morel, A., 1980. In-Water and Remote Measurements of Ocean Color. Boundary-Layer Meteorology, 18(2, pp. 177-201. https://doi.org/10.1007/BF00121323
- Suetin, V.S., Suslin, V.V., Korolev, S.N. and Kucheryavyi, A.A., 2002. Analysis of the Variability of the Optical Properties of Water in the Black Sea in Summer 1998 According to the Data of a SeaWiFS Satellite Instrument. Physical Oceanography, 12(6, pp. 331-340. https://doi.org/10.1023/A:1021729229168