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Comparison of the Satellite and Ship Estimates of Chlorophyll-a Concentration in the Sea of Japan

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Remote Sensing of the Changing Oceans

Abstract

It is known that the error of satellite chlorophyll-a concentration (Cchl-a) estimates is considerably larger in coastal waters compared with open areas. We have conducted a comparison of the satellite SeaWiFS ocean color scanner Cchl-a estimates, calculated by the OC2 algorithm, with the ship measurements taken in the north-western part of the Sea of Japan including both coastal areas (Peter the Great Bay) and open ones. Our research has also included the south-western part of the sea. Ship data were obtained from 8 cruises conducted in 1999–2004. We used the standard spectrophotometer method based on the analysis of the absorption spectra for chlorophyll-a extract in 90% acetone. A comparison was conducted between satellite and ship Cchl-a measurements at 210 stations. We used the Gordon-Clark method to take into account the satellite and ship Cchl-a estimates bias caused by averaging the ship measurements in the upper water layer. Satellite Cchl-a estimates were strongly overestimated in Peter the Great Bay where errors in the satellite estimates were above 200%. At separate stations they were reaching approximately 500% at Cchl-a equal to 3 mg/m3. In the autumn-winter period the satellite Cchl-a estimates near the coast were underestimated. Their errors were reaching 70% as compared to the ship data. Further away from the coast the errors decreased, however, they were still above 35%. We have shown that the error of satellite Chl-a estimates is correlated with the Sechi disk depth. Error begins to increase at Sechi disk depth equal to 9–10 m.

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References

  • Bukin OA, Permyakov MS, Zenkin OL, Khovanets VA, Puzankov KA, Burov DV, Salyuk PA (2003) Comparative analyses of the chlorophyll-a concentration measured by SeaWiFS and by the laser induced in the Sea of Okhotsk. Earth Res Space 4:84–90 (in Russian)

    Google Scholar 

  • Burenkov VI, Kopelevich OV, Sheberstov SV, Vedernikov VI (1999) Bio-optical characteristics retrieved from satellite ocean color data. The eastern Mediterranean as a Contrasting Ecosystems, pp 313–326

    Google Scholar 

  • Burenkov VI, Vedernikov VI, Ershova SV, Kopelevich OV, Sheberstov SV (2001) Use of satellite ocean color data for assessment of bio-optical characteristics in the barents sea. Oceanology 41(4):485–492 (in Russian)

    Google Scholar 

  • Chidaka K (1974) Sea of Japan. In: Oceanographic encyclopaedia. Gidrometeoizdat, Leningrad, Russia, pp 626–631

    Google Scholar 

  • Dulepov VI, Lelyukh NN, Leskova OA (2002) Analysis and modeling of processes of ecosystems in the Peter-the-Great Bay. Dal’nauka, Vladivostok, Russia, pp 33–43

    Google Scholar 

  • Gordon HR, Brown OB, Jacobs MM (1975) Computed relationships between the inherent and apparent optical properties of a flat homogeneous ocean. Appl Opt 14:417–427

    Article  Google Scholar 

  • Gordon HR, Clark DK, Brown JW, Brown OB, Evans RH, Broenkow WW (1983) Phytoplankton pigment concentrations in the middle Atlantic Bight: comparison of ship determinations and CZCS estimates. Appl Opt 22(1):20–36

    Article  Google Scholar 

  • IOCCG (2000) Remote sensing of ocean color in coastal, and other optically-complex waters. In Sathyendranath S (ed) Reports of the international ocean-color coordinating group, no 3. Dartmouth, Canada, pp 34–36

    Google Scholar 

  • Ishizaka J (2007) Introduction to eutrophication monitoring guidelines by remote sensing for the NOWPAP region and case study conducted in Toyama Bay and East Chine Sea. Training texts for the first NEAR-GOOS-NOWPAP Joint Training Course on Remote Sensing Data Analysis. Nagasaki University, Japan. http://cearac.nowpap.org/monitoring/training

  • Koblenz-Mishke O (1983) The extractive and unextractive methods of the photosynthetic pigments determination in sample. In: Vinogradov ME (ed) Modern methods of the quantitative estimation of the sea phytoplankton distribution. Nauka, Moskow, Russia, pp 114–125

    Google Scholar 

  • Konushev SI (1975) Primary production and dissolved organic matter in the Peter-the-Great Bay. In: Mikulich LV (ed.) Hydrobiological researches in the Sea of Japan and Pacific Ocean. Vladivostok, Russia, pp. 9–14

    Google Scholar 

  • Kopelevich OV, Burenkov VI, Sheberstov SV, Lukianova EA, Prokhorenko OV (2005) Mean monthly distributions of bio-optical characteristics in the Barents, White, Caspian, Black and Japan Seas from the data of the SeaWiFS satellite ocean color scanner, on CD-ROM. P.P. Shirshov Institute of Oceanology, Moskow, Russia

    Google Scholar 

  • O’Reilly JE (2000) SeaWiFS Postlaunch calibration and validation analyses. NASA Tech Memo Greenbelt 11:1–15

    Google Scholar 

  • O’Reilly JE, Maritorena S, Mitchell BG, Siegel DA, Carder KL, Garver SA, Kahru M, McClain C (1998) Ocean color chlorophyll algorithms for SeaWiFS. J Geophys Res 103:937–953

    Google Scholar 

  • Sasaoka K, Saitoh S, Asanuma I, Imai K, Honda M, Nojiri Y, Saino T (2002) Temporal and spatial variability of chlorophyll-a in the western subarctic Pacific determined from and ship observations from 1997 to 1999. Deep-Sea Res 49(2):5557–5576

    Google Scholar 

  • Shifrin KS (1983) Introduction in optics of ocean. Gidrometeoizdat, Leningrad, Russia, pp 5–57

    Google Scholar 

  • Vedernikov VI, Konovalov BV, Koblenz-Mishke O (1973) Results on application of the spectrophotometer method for pheophitin-a determination in samples of sea water. Tr IOAN SSSR 95:138–146 (in Russian)

    Google Scholar 

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Acknowledgments

We thank NASA/DAAC Group for satellite SeaWiFS and MODIS-Aqua data and Remote Sensing Systems Group for satellite distributions of wind speed and direction.

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Correspondence to Elena A. Shtraikhert .

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Shtraikhert, E.A., Zakharkov, S.P., Gordeychuk, T.N. (2011). Comparison of the Satellite and Ship Estimates of Chlorophyll-a Concentration in the Sea of Japan. In: Tang, D. (eds) Remote Sensing of the Changing Oceans. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-16541-2_15

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