Mechanisms of remote-sensing reflectance variability and its relation to bio-optical processes in a highly turbid eutrophic lake: Lake Taihu (China)

IEEE Transactions on Geoscience and Remote Sensing

Volumn 48, Issue 1, 2010, Pages 575-584

  Wang, Qiao ^a   Sun, Deyong ^a   Li, Yunmei ^a   Le, Chengfeng ^a   Huang, Changchun ^a  

^a NANJING NORMAL UNIVERSITY   (China)

Author keywords

Bio optical parameters; Empirical orthogonal function (EOF) mode; Hierarchical cluster; Lake taihu; Remotesensing reflectance

Indexed keywords

BIO-OPTICAL; BIO-OPTICAL PARAMETERS; HIERARCHICAL CLUSTERS; LAKE TAIHU; REMOTE-SENSING REFLECTANCE;

ALGAE CONTROL; CHLOROPHYLL; CONCENTRATION (PROCESS); EUTROPHICATION; LAKES; NANOFLUIDICS; OPTICAL VARIABLES CONTROL; ORTHOGONAL FUNCTIONS; PHYTOPLANKTON; PORPHYRINS; REFLECTION; REMOTE SENSING; SCATTERING;

WATER ABSORPTION;

ABSORPTION; BACKSCATTER; CHLOROPHYLL A; COLOR; EUTROPHIC ENVIRONMENT; PHYTOPLANKTON; REMOTE SENSING; SAMPLING; SPECTRAL REFLECTANCE; SUSPENDED PARTICULATE MATTER; TEMPORAL ANALYSIS; TURBIDITY; WATER COLUMN;

CHINA; TAIHU LAKE;

EID: 73249117808     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/TGRS.2009.2027316     Document Type: Article

References (49)

1. H. R. Gordon, O. B. Brown, R. H. Evans, J. W. Brown, R. C. Smith, K. S. Baker, and D. K. Clark, "A semianalytic radiance model of ocean color," J. Geophys. Res., vol. 93, no. D9, pp. 10 909-10 924, Sep. 1988.
2. Z. P. Lee, K. L. Carder, S. K. Hawes, R. G. Steward, T. G. Peacock, and C. O. Davis, "Model for interpretation of hyperspectral remote-sensing reflectance," Appl. Opt., vol. 33, no. 24, pp. 5721-5732, Aug. 1994.
3. J. E. O'Reilly, S. Maritorena, B. G. Mitchell, D. A. Siegel, K. L. Carder, S. A. Garver, M. Kahru, and C. McClain, "Ocean color chlorophyll algorithms for SeaWiFS," J. Geophys. Res., vol. 103, no. C11, pp. 24 937-24 953, 1998.
4. D. D'Alimonte, F. Mélin, G. Zibordi, and J.-F. Berthon, "Use of the novelty detection technique to identify the range of applicability of empirical ocean color algorithms," IEEE Trans. Geosci. Remote Sens., vol. 41, no. 12, pp. 2833-2843, Dec. 2003.
5. A. Morel and S. Bélanger, "Improved detection of turbid waters from ocean color sensors information," Remote Sens. Environ., vol. 102, no. 3/4, pp. 237-249, Jun. 2006.
6. D. D'Alimonte, G. Zibordi, and J.-F. Berthon, "A statistical index of biooptical seawater types," IEEE Trans. Geosci. Remote Sens., vol. 45, no. 8, pp. 2644-2651, Aug. 2007.
7. B. Lubac and H. Loisel, "Variability and classification of remote sensing reflectance spectra in the eastern English Channel and southern North Sea," Remote Sens. Environ., vol. 110, no. 1, pp. 45-58, Sep. 2007.
8. S. Sathyendranath, L. Prieur, and A. Morel, "A three-component model of ocean colour and its application to remote sensing of phytoplankton pigments in coastal waters," Int. J. Remote Sens., vol. 10, no. 8, pp. 1373-1394, Aug. 1989.
9. D. A. Toole and D. A. Siegel, "Modes and mechanisms of ocean color variability in the Santa Barbara Channel," J. Geophys. Res., vol. 106, no. C11, pp. 26 985-27 000, Nov. 2001.
10. T. S. Moore, J. W. Campbell, and H. Feng, "A fuzzy logic classification scheme for selecting and blending satellite ocean color algorithms," IEEE Trans. Geosci. Remote Sens., vol. 39, no. 8, pp. 1764-1776, Aug. 2001.
11. H. Feng, J. W. Campbell, M. D. Dowell, and T. S. Moore, "Modeling spectral reflectance of optically complex waters using bio-optical measurements from Tokyo Bay," Remote Sens. Environ., vol. 99, no. 3, pp. 232-243, Nov. 2005.
12. B. Q. Qin, W. P. Hu, and W. M. Chen, The Process and Mechanism of Water Environment Evolvement in Taihu Lake. Beijing, China: Science Press, 2004.
13. Y. L. Zhang, B. Q. Qin, and L. Y. Yang, "Spectral absorption coefficients of particulate matter and chromophoric dissolved organic matter in Meiliang Bay of Lake Taihu," ACTA Ecologica Sinica, vol. 26, no. 12, pp. 3969-3979, 2006.
14. Y. L. Zhang, B. Q. Qin, W. M. Chen, and L. C. Luo, "A study on total suspended matter in Lake Taihu," Res. Environ. Yangtze Basin, vol. 13, no. 3, pp. 266-271, 2004.
15. X. Huang, Eco-Investigation, Observation and Analysis of Lakes. Beijing, China: Standard Press China, 1999, pp. 77-99.
16. Y. W. Chen, K. N. Chen, and Y. H. Hu, "Discussion on possible error for phytoplankton chlorophyll-a concentration analysis using hot-ethanol extraction method," J. Lake Sci., vol. 18, no. 5, pp. 550-552, 2006.
17. B. G. Mitchell, "Algorithms for determining the absorption coefficient of aquatic particulates using the quantitative filter technique (QFT)," Proc. SPIE, vol. 1302, pp. 137-148, 1990.
18. B. G. Mitchell and D. A. Kiefer, "Chlorophyll a specific absorption and fluorescence excitation spectra for light limited phytoplankton," Deep Sea Res., vol. 35, pp. 639-663, 1988.
19. C. S. Yentsch, "Measurement of visible light absorption by particulate matter in the ocean," Limnol. Oceanogr., vol. 7, no. 2, pp. 207-217, 1962.
20. A. Bricaud, A. Morel, and L. Prieur, "Absorption by dissolved organic matter in the sea (yellow substance) in the UV and visible domain," Limnol. Oceanogr., vol. 26, pp. 43-53, 1981.
21. S. Green and N. Blough, "Optical absorption and fluorescence properties of chomophoric dissolved organic matter in natural waters," Limnol. Oceanogr., vol. 39, pp. 1903-1916, 1994.
22. D. J Keith, J. A. Yoder, and S. A. Freeman, "Spatial and temporal distribution of colored dissolved organic matter (CDOM) in Narragansett Bay, Rhode Island: Implications for phytoplankton in coastal waters," Estuar. Coast. Shelf Sci., vol. 55, no. 5, pp. 705-717, Nov. 2002.
23. C. Moore, A. Barnard, and D. Hankins, Spectral Absorption and Attenuation Meter (ac-s) User's Guide. Philomath, OR: WET Labs Inc., 2004, pp. 5-20. Revision A.
24. J. R. V. Zaneveld, J. C. Kitchen, and C. M. Moore, "The scattering error correction of reflecting-tube absorption meters," in Proc. SPIE Ocean Opt. XII, S. Ackleson, Ed., 1994, vol. 2258, pp. 44-55.
25. C. Moore, A. Barnard, and D. Hankins, Scattering Meter (BB9) User's Guide. Philomath, OR: WET Labs Inc., 2005, pp. 2-13. Revision A.
26. E. Boss and W. S. Pegau, "The relationship of light scattering at an angle in the backward direction to the backscattering coefficient," Appl. Opt., vol. 40, no. 30, pp. 5503-5507, Oct. 2001.
27. J. L. Mueller, A. Morel, R. Frouin, C. Davis, R. Arnone, K. Carder, Z. P. Lee, R. G. Steward, S. Hooker, C. D.Mobley, S. McLean, B. Holben, M. Miller, C. Pietras, K. D. Knobelspiesse, G. S. Fargion, J. Porter, and K. Voss, "Ocean optics protocols for satellite ocean color sensor validation," in Radiometric Measurements and Data Analysis Protocols, vol. III. Greenbelt, MD: NASA Goddard Space Flight Center, 2003. Revision 4.
28. H. B. Jiao, Y. Zha, J. Gao, Y. M. Li, Y. C. Wei, and J. Z. Huang, "Estimation of chlorophyll-a concentration in Lake Tai, China, using in situ hyperspectral data," Int. J. Remote Sens., vol. 27, no. 19, pp. 4267-4276, Oct. 2006.
29. J.W. Tang, G. L. Tian, X. Y.Wang, X. M.Wang, and Q. J. Song, "Methods of water spectra measurement and analysis. I: Above water method," J. Remote Sens., vol. 8, no. 1, pp. 37-44, 2004.
30. J. L. Mueller, "Ocean color spectra measured off the Oregon coast: Characteristic vectors," Appl. Opt., vol. 15, no. 2, pp. 394-402, Feb. 1976.
31. S. Sathyendranath, F. E. Hoge, T. Platt, and R. N. Swift, "Detection of phytoplankton pigments from ocean color: Improved algorithms," Appl. Opt., vol. 33, no. 6, pp. 1081-1089, Feb. 1994.
32. P. Flink, T. Lindell, and C. Ostlund, "Statistical analysis of hyperspectral data from two Swedish lakes," Sci. Total Environ., vol. 268, no. 1-3, pp. 155-169, Mar. 2001.
33. J. H. Ward, "Hierarchical grouping to optimize an objective function," J. Amer. Stat. Assoc., vol. 58, pp. 236-244, 1963.
34. A. A. Gitelson, J. F. Schalles, and C. M. Hladik, "Remote chlorophyll-a retrieval in turbid, productive estuaries: Chesapeake Bay case study," Remote Sens. Environ., vol. 109, no. 4, pp. 464-472, Aug. 2007.
35. G. Dall'Olmo, A. A. Gitelson, D. C. Rundquist, B. Leavitt, T. Barrow, and J. C. Holz, "Assessing the potential of SeaWiFS and MODIS for estimating chlorophyll concentration in turbid productive waters using red and near-infrared bands," Remote Sens. Environ., vol. 96, no. 2, pp. 176-187, May 2005.
36. A. A. Gitelson, G. Dall'Olmo, W. Moses, D. C. Rundquist, T. Barrow, T. R. Fisher, D. Gurlin, and J. Holz, "A simple semi-analytical model for remote estimation of chlorophyll-a in turbid waters: Validation," Remote Sens. Environ., vol. 112, no. 9, pp. 3582-3593, Sep. 2008.
37. M. S. Twardowski, E. Boss, J. B. Macdonald, W. S. Pegau, A. H. Barnard, and J. R. V. Zaneveld, "A model for estimating bulk refractive index from optical backscattering ratio and the implications for understanding particle composition in case 1 and case 2 waters," J. Geophys. Res., vol. 106, pp. 14 129-14 142, 2001.
38. E. Boss,W. S. Pegau, M. Lee, M. Twardowski, E. Shybanov, G. Korotaev, and F. Baratange, "Particulate backscattering ratio at LEO 15 and its use to study particle composition and distribution," J. Geophys. Res., vol. 109, no. C1, p. C01 014, Jan. 2004. 10.1029/2002JC001514.
39. H. Loisel, X. Mériaux, J. F. Berthon, and A. Poteau, "Investigation of the optical backscattering ratio of marine particles in relation to their biogeochemical composition in the eastern English Channel and southern North Sea," Limnol. Oceanogr., vol. 52, no. 2, pp. 739-752, 2007.
40. H. R. Gordon, "Diffusive reflectance of the ocean: The theory of its augmentation by chlorophyll-a fluorescence at 685 nm," Appl. Opt., vol. 18, no. 8, pp. 1161-1166, Apr. 1979.
41. A. Vasilkov and O. Kopelevich, "Reasons for the appearance of the maximum near 700 nm in the radiance spectrum emitted by the ocean layer," Oceanology, vol. 22, pp. 697-701, 1982.
42. A. A. Gitelson, "The peak near 700 nm on radiance spectra of algae and water: Relationships of its magnitude and position with chlorophyll concentration," Int. J. Remote Sens., vol. 13, no. 17, pp. 3367-3373, Nov. 1992.
43. H. M. Dierssen, J. P. Ryan, and R. C. Zimmerman, "Red and black tides: Quantitative analysis of water-leaving radiance and perceived color for phytoplankton, colored dissolved organic matter, and suspended sediments," Limnol. Oceanogr., vol. 51, no. 6, pp. 2646-2659, 2006.
44. A. Bricaud, M. Babin, A. Morel, and H. Claustre, "Variability in the chlorophyll-specific absorption coefficients of natural phytoplankton: Analysis and parameterization," J. Geophys. Res., vol. 100, no. C7, pp. 13 321-13 332, 1995.
45. A. Bricaud, A. Morel, M. Babin, K. Allali, and H. Claustre, "Variations of light absorption by suspended particles with chlorophyll a concentration in oceanic (case 1) waters: Analysis and implications for bio-optical models," J. Geophys. Res., vol. 103, no. C13, pp. 31 033-31 044, 1998. (Pubitemid 128665738)
46. D. Y. Sun, Y. M. Li, C. F. Le, S. Q. Gong, H. J. Wang, L. Wu, and C. C. Huang, "Scattering characteristics of Lake Taihu and its relationship models with suspended particle concentration," Environ. Sci., vol. 28, no. 12, pp. 2688-2694, 2007.
47. M. Chami, E. B. Shybanov, T. Y. Churilova, G. A. Khomenko, M. E.-G. Lee, O. V. Martynov, G. A. Berseneva, and G. K. Korotaev, "Optical properties of the particles in the Crimea coastal waters (Black Sea)," J. Geophys. Res., vol. 110, no. C11, p. C11 020, 2005. DOI:10.1029/ 2005JC003008. (Pubitemid 43056637)
48. S. G. Simis, S. W. M. Peters, and H. J. Gons, "Remote sensing of the cyanobacterial pigment phycocyanin in turbid inland water," Limnol. Oceanogr., vol. 50, no. 1, pp. 237-245, Jan. 2005.
49. A. A. Gitelson, Y. Z. Yacobi, J. F. Schalles, D. C. Rundquist, L. Han, R. Stark, and D. Etzion, "Remote estimation of phytoplankton density in productive waters," Arch. Hydrobiol., vol. 55, pp. 121-136, Feb. 2000.