483
Views
40
CrossRef citations to date
0
Altmetric
Articles

Reconstruction of satellite chlorophyll-a data using a modified DINEOF method: a case study in the Bohai and Yellow seas, China

&
Pages 204-217 | Received 08 Oct 2012, Accepted 04 Jun 2013, Published online: 04 Dec 2013

References

  • Alvera-Azcarate, A., A. Barth, J. M. Beckers, and R. H. Weisberg. 2007. “Multivariate Reconstruction of Missing Data in Sea Surface Temperature, Chlorophyll, and Wind Satellite Fields.” Journal of Geophysical Research 112 (C3): C03008.
  • Alvera-Azcárate, A., A. Barth, M. Rixen, and J. M. Beckers. 2005. “Reconstruction of Incomplete Oceanographic Data Sets Using Empirical Orthogonal Functions: Application to the Adriatic Sea Surface Temperature.” Ocean Modelling 9: 325–346.
  • Alvera-Azcárate, A., D. Sirjacobs, A. Barth, and J. M. Beckers. 2012. “Outlier Detection in Satellite Data Using Spatial Coherence.” Remote Sensing of Environment 119: 84–91.
  • Beckers, J. M., and M. Rixen. 2003. “EOF Calculations and Data Filling from Incomplete Oceanographic Datasets.” Journal of Atmospheric and Oceanic Technology 20: 1839–1856.
  • Borzelli, G., G. Manzella, S. Marullo, and R. Santoleri. 1999. “Observations of Coastal Filaments in the Adriatic Sea.” Journal of Marine Systems 20: 187–203.
  • Campbell, J. W. 1995. “The Lognormal Distribution as a Model for Bio-Optical Variability in the Sea.” Journal of Geophysical Research 100 (C7): 13237–13254.
  • Everson, R., P. Cornillon, L. Sirovich, and A. Webber. 1997. “An Empirical Eigenfunction Analysis of Sea Surface Temperatures in the Western North Atlantic.” Journal of Physical Oceanography 27: 468–479.
  • Fieguth, P., D. Menemenlis, T. Ho, A. Willsky, and C. Wunsch. 1998. “Mapping Mediterranean Altimeter Data with a Multiresolution Optimal Interpolation Algorithm.” Journal of Atmospheric and Oceanic Technology 15: 535–546.
  • Gregg, W. W., and N. W. Casey. 2004. “Global and Regional Evaluation of the SeaWiFS Chlorophyll Data Set.” Remote Sensing of Environment 93: 463–479.
  • Groeneveld, R. A., and G. Meeden. 1984. “Measuring Skewness and Kurtosis.” The Statistician 33: 391–399.
  • He, R., R. H. Weisberg, H. Zhang, F. E. Muller-Karger, and R. W. Helber. 2003. “A Cloud-Free, Satellite-Derived, Sea Surface Temperature Analysis for the West Florida Shelf.” Geophysical Research Letters 30 (15): 1811.
  • Hoer, J. L., and J. She. 2007. “Optimal Interpolation of Sea Surface Temperature for the North Sea and Baltic Sea.” Journal of Marine Systems 65: 176–189.
  • Hu, C., K. L. Carder, and F. E. Muller-Karger. 2000. “Atmospheric Correction of SeaWiFS Imagery over Turbid Coastal Waters: A Practical Method.” Remote Sensing of Environment 74: 195–206.
  • Hu, C., K. L. Carder, and F. E. Muller-Karger. 2001. “How Precise Are SeaWiFS Ocean Color Estimates? Implications of Digitization-Noise Errors.” Remote Sensing of Environment 76: 239–249.
  • IOCCG. 2000. “Remote Sensing of Ocean Colour in Coastal and Other Optically Complex Waters, Reports of the International Ocean-Colour Coordination Group, no. 3.” In Reports of the International Ocean Color Coordinating Group, edited by S. Sathyendranath, 140. Dartmouth: IOCCG.
  • Mardia, K. V. 1970. “Measures of Multivariate Skewness and Kurtosis with Applications.” Biometrika 57: 519–530.
  • Nechad, B., A. Alvera-Azcaràte, K. Ruddick, and N. Greenwood. 2011. “Reconstruction of MODIS Total Suspended Matter Time Series Maps by DINEOF and Validation with Autonomous Platform Data.” Ocean Dynamics 61: 1205–1214.
  • O’Reilly, J. E., S. Maritorena, B. G. Mitchell, D. A. Siegel, K. L. Carder, S. A. Garver, M. Kahru, and C. McClain. 1998. “Ocean Color Chlorophyll Algorithms for SeaWiFS.” Journal of Geophysical Research 103 (C11): 24937–24953.
  • O’Reilly, J. E., S. Maritorena, D. A. Siegel, M. C. O’Brien, D. Toole, B. G. Miithell, M. Kahru, F. P. Chavez, P. Strutton, G. Cota, S. B. Hooker, C. R. Mcclain, K. L. Carder, F. Muller-Karger, L. Harding, A. Magnuson, D. Phinney, G. F. Moore, J. Aiken, K. R. Arrigo, R. Letelier, and M. Culver. 2000. “Ocean Color Chlorophyll a Algorithms for SeaWiFS, OC2, and OC4: Version 4.” In SeaWiFS Postlaunch Calibration and Validation Analyses, Part 3, edited by S. B. Hooker, and E. R. Firestone, NASA Technical Memorandum 2000–206892 11, 9–24. Greenbelt, MD: NASA Goddard Space Flight Center.
  • Park, K., H. Chae, and J. Park. 2013. “Characteristics of Satellite Chlorophyll-a Concentration Speckles and a Removal Method in a Composite Process in the East/Japan Sea.” International Journal of Remote Sensing 34: 4610–4635.
  • Pukhtyar, L., S. Stanichny, and I. Timchenko. 2009. “Optimal Interpolation of the Data of Remote Sensing of the Sea Surface.” Physical Oceanography 19: 225–239.
  • Rousseeuw, P. J., and A. M. Leroy. 1987. Robust Regression and Outlier Detection. New York: Wiley.
  • Ruddick, K. G., F. Ovidio, and M. Rijkeboer. 2000. “Atmospheric Correction of SeaWiFS Imagery for Turbid Coastal and Inland Waters.” Applied Optics 39: 897–912.
  • Saulquin, B., F. Gohin, and R. Garrello. 2011. “Regional Objective Analysis for Merging High-Resolution MERIS, MODIS/Aqua, and SeaWiFS Chlorophyll- a Data from 1998 to 2008 on the European Atlantic Shelf.” IEEE Transactions on Geoscience and Remote Sensing 49: 143–154.
  • Shi, W., and M. Wang. 2012. “Satellite Views of the Bohai Sea, Yellow Sea, and East China Sea.” Progress in Oceanography 104: 30–45.
  • Sirjacobs, D., A. Alvera-Azcárate, A. Barth, G. Lacroix, Y. Park, B. Nechad, K. Ruddick, and J. Beckers. 2011. “Cloud Filling of Ocean Colour and Sea Surface Temperature Remote Sensing Products over the Southern North Sea by the Data Interpolating Empirical Orthogonal Functions Methodology.” Journal of Sea Research 65: 114–130.
  • Siswanto, E., J. Tang, H. Yamaguchi, Y. Ahn, J. Ishizaka, S. Yoo, S. Kim, Y. Kiyomoto, K. Yamada, C. Chiang, and H. Kawamura. 2011. “Empirical Ocean-Color Algorithms to Retrieve Chlorophyll-a, Total Suspended Matter, and Colored Dissolved Organic Matter Absorption Coefficient in the Yellow and East China Seas.” Journal of Oceanography 67: 627–650.
  • Sorjamaa, A., A. Lendasse, Y. Cornet, and E. Deleersnijder. 2010. “An Improved Methodology for Filling Missing Values in Spatiotemporal Climate Data Set.” Computational Geosciences 14: 55–64.
  • Sun, L., M. Guo, and X. Wang. 2010. “Ocean Color Products Retrieval and Validation Around China Coast with MODIS.” Acta Oceanologica Sinica 29: 21–27.
  • Swardika, I. K., T. Tanaka, and H. Ishida. 2012. “Study on the Characteristics of the Indonesian Seas Using Satellite Remote-Sensing Data for 1998–2007.” International Journal of Remote Sensing 33: 2378–2394.
  • Tan, S., G. Shi, J. Shi, H. Gao, and X. Yao. 2011. “Correlation of Asian Dust with Chlorophyll and Primary Productivity in the Coastal Seas of China During the Period from 1998 to 2008.” Journal of Geophysical Research 116 (G2): G02029.
  • Vantrepotte, V., and F. Mélin. 2011. “Inter-Annual Variations in the SeaWiFS Global Chlorophyll a Concentration (1997–2007).” Deep Sea Research Part I: Oceanographic Research Papers 58: 429–441.
  • Walczak, B., and D. L. Massart. 1995. “Robust Principal Components Regression as a Detection Tool for Outliers.” Chemometrics and Intelligent Laboratory Systems 27: 41–54.
  • Yamaguchi, H., H. Kim, Y. B. Son, S. W. Kim, K. Okamura, Y. Kiyomoto, and J. Ishizaka. 2012. “Seasonal and Summer Interannual Variations of SeaWiFS Chlorophyll a in the Yellow Sea and East China Sea.” Progress in Oceanography 105: 22–29.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.