A new algorithm for estimating chlorophyll-a concentration from multi-spectral satellite data in case II waters: A simulation based on a controlled laboratory experiment

International Journal of Remote Sensing

Volumn 28, Issue 7, 2007, Pages 1437-1453

  Oyama, Y ^a   Matsushita, B ^a   Fukushima, T ^a   Nagai, T ^a   Imai, A ^b  

^a UNIVERSITY OF TSUKUBA   (Japan)

^b NATIONAL INSTITUTE FOR ENVIRONMENTAL STUDIES   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; ANALYSIS OF VARIANCE (ANOVA); CONCENTRATION (PROCESS); DECOMPOSITION; OPTICAL PROPERTIES; PHYTOPLANKTON; SATELLITE SIMULATORS; SEDIMENTS;

DECOMPOSITION COEFFICIENT; NON PYTOPLANKTON SUSPENDED SEDIMENTS; SPECTRAL DECOMPOSITION ALGORITHM (SDA);

CHLOROPHYLL;

ALGORITHM; CHLOROPHYLL A; DECOMPOSITION; DISSOLVED ORGANIC MATTER; MULTISPECTRAL IMAGE; OPTICAL PROPERTY; PHYTOPLANKTON; SATELLITE DATA; SIMULATION; SPECTRAL REFLECTANCE; SUSPENDED SEDIMENT; WAVELENGTH;

ASIA; EURASIA; FAR EAST; HONSHU; IBARAKI; JAPAN; KANTO; LAKE KASUMIGAURA;

EID: 34147162764     PISSN: 01431161     EISSN: 13665901     Source Type: Journal    
DOI: 10.1080/01431160600975295     Document Type: Article

References (46)

1. Adams, J. B., Smith, M. O. and Johnson, P. E. (1986) Spectral mixture modeling: A new analysis of rock and soil types at the Viking Lander 1 site. Journal of Geophysical Research, 91, pp. 8098-8112.
2. Adams, J. B., Sabol, D. E., Kapos, V., Filho, R. A., Roberts, D. A., Smith, M. O. and Gillespie, A. R. (1995) Classification of multispectral images based on fractions of endmembers: Application to land-cover change in the Brazilian Amazon. Remote Sensing of Environment, 52, pp. 137-154.
3. Arenz, R. F., Lewis, W. M. and Saunders, J. F. (1996) Determination of chlorophyll and dissolved organic carbon from reflectance data for Colorado reservoirs. International Journal of Remote Sensing, 17, pp. 1547-1566.
4. Choubey, V. K. (1998) Laboratory experiment, field and remotely sensed data analysis for the assessment of suspended solids concentration and secchi depth of the reservoir surface water. International Journal of Remote Sensing, 19, pp. 3349-3360.
5. Dekker, A. G. and Peters, S. W. M. (1993) The use of the Thematic Mapper for the analysis of eutrophic lakes: A case study in the Netherlands. International Journal of Remote Sensing, 14, pp. 799-821.
6. Dekker, A. G., Zamurovic-Nenad, Z., Hoogenboom, H. J. and Peters, S. W. M. (1996) Remote sensing, ecological water quality modeling and in situ measurements: A case study in shallow lakes. Hydrological Sciences Journal, 41, pp. 531-547.
7. Doxaran, D., Froidefond, J. M. and Castaing, P. (2002) A reflectance band ratio used to estimate suspended matter concentrations in sediment-dominant coastal waters. International Journal of Remote Sensing, 23, pp. 5079-5085.
8. Dwivedi, R. M. and Narain, A. (1987) Remote sensing of phytoplankton. An attempt from the Landsat Thematic Mapper. International Journal of Remote Sensing, 8, pp. 1563-1569.
9. Fujiwara, N., Muramatsu, K., Awa, S., Hazumi, T. and Ochiai, F. (1996) Pattern expand method for satellite data analysis. Journal of the Remote Sensing Society of Japan, 17, pp. 17-34.
10. Fukushima, T., Park, J., Imai, A. and Matsushige, K. (1996) Dissolved organic carbon in a eutrophic lake; dynamics, biodegradability and origin. Aquatic Sciences, 58, pp. 139-157.
11. Garver, S. A. and Siegel, D. A. (1997) Inherent optical property inversion of ocean color spectra and its biogeochemical interpretation: 1. Time series from the Sargasso Sea. Journal of Geophysical Research, 102, pp. 18607-18625.
12. Gin, K. Y. H., Koh, S. T. and Lin, I. I. (2002) Study of the effect of suspended marine clay on the reflectance spectra of phytoplankton. International Journal of Remote Sensing, 23, pp. 2163-2178.
13. Gin, K. Y. H., Koh, S. T. and Lin, I. I. (2003) Spectral irradiance profile of suspended marine clay for the estimation of suspended sediment concentration in tropical waters. International Journal of Remote Sensing, 24, pp. 3235-3245.
14. Gitelson, A. (1993) Algorithms for remote sensing of phytoplankton pigments in inland waters. Advances in Space Research, 13, pp. 197-201.
15. Gitelson, A. A., Schalles, J. F., Rundquist, D. C., Schiebe, F. R. and Yacobi, Y. Z. (1999) Comparative reflectance properties of algal cultures with manipulated densities. Journal of Applied Phycology, 11, pp. 345-354.
16. Gitelson, A. A., Grits, Y. A., Etzion, D., Ning, Z. and Richmond, A. (2000) Optical properties of Nannochloropsis sp and their application to remote estimation of cell mass. Biotechnology and Bioengineering, 69, pp. 516-525.
17. Goodin, D. G., Han, L., Fraser, R. N., Rundquist, D. C., Stebbins, W. A. and Schalles, J. F. (1993) Analysis of suspended solids in water using remotely sensed high resolution derivative spectra. Photogrammetric Engineering and Remote Sensing, 59, pp. 505-510.
18. Gordon, H. R. and Morel, A. (1983) Remote assessment of ocean color for interpretation of satellite visible imagery, a review. Lecture Notes on Coastal and Estuarine Studies, pp. 1-114. Springer-Verlag, New York
19. Han, L. H. and Rundquist, D. C. (1994) The response of both surface reflectance and the underwater light field to various levels of suspended sediments: Preliminary results. Photogrammetric Engineering and Remote Sensing, 60, pp. 1463-1471.
20. Han, L., Rundquist, D. C., Liu, L. L., Fraser, R. N. and Schalles, J. F. (1994) The spectral responses of algal chlorophyll in water with varying levels of suspended sediment. International Journal of Remote Sensing, 15, pp. 3707-3718.
21. Imai, A., Matsushige, K. and Nagai, T. (2003) Triharomethane formation potential of dissolved organic matter in a shallow eutrophic lake. Water Research, 37, pp. 4284-4294.
22. Kutser, T., Arst, H., Mäekivi, S. and Kallaste, K. (1998) Estimation of the water quality of the Baltic Sea and some lakes in Estonia and Finland by passive optical remote sensing measurements on board a vessel. Lakes and Reservoirs; Research and Management, 3, pp. 53-66.
23. Kutser, T., Pierson, D., Tranvik, L., Reinart, A., Sobek, S. and Kallio, K. (2005) Using satellite remote sensing to estimate the colored dissolved organic matter absorption coefficient in lakes. Ecosystems, 8, pp. 709-720.
24. Lathrop, R. G. (1992) Landsat Thematic Mapper monitoring of turbid inland water quality. Photogrammetric Engineering and Remote Sensing, 58, pp. 465-470.
25. Lathrop, R. G. and Lillesand, T. M. (1986) Use of Thematic Mapper data to assess water quality in Green Bay and central Lake Michigan. Photogrammetric Engineering and Remote Sensing, 52, pp. 671-680.
26. Lathrop, R. G., Lillesand, T. M. and Yandell, B. S. (1991) Testing the utility of simple multidate Thematic Mapper calibration algorithms for monitoring turbid inland waters. International Journal of Remote Sensing, 12, pp. 2045-2063.
27. Lindell, T., Pierson, D., Premazzi, G. and Zilioli (Eds), E. (1999) Manual for Monitoring European Lakes Using Remote Sensing Techniques, Part III Remote Sensing of Lakes, pp. 81-112. European Commission Joint Research Centre, Environment Institute, Salmon
28. Liu, Y., Islam, M. A. and Gao, J. (2003) Quantification of shallow water quality parameters by means of remote sensing. Progress in Physical Geography, 27, pp. 24-43.
29. Lodhi, M. A., Rundquist, D. C., Han, L. H. and Kuzila, M. S. (1997) The potential for remote sensing of loess soils suspended in surface waters. Journal of the American Water Resources Association, 33, pp. 111-117.
30. Mayo, M., Gitelson, A., Yacobi, Y. Z. and Ben-Avraham, Z. (1995) Chlorophyll distribution in Lake Kinneret determined from Landsat Thematic Mapper data. International Journal of Remote Sensing, 16, pp. 175-182.
31. Mobley, C. D. (1994) Light and Water: Radiative transfer in natural waters, Academic Press, San Diego, CA
32. Molo, V. D., Piccazzo, M., Ramella, A., Giusto, D. D. and Vernazza, G. (1989) Monitoring of coastal water quality through integration between 'in situ' measurements and remote sensing data. Proceedings of 9th EARSeL Symposium, pp. 86-91. Commission of the Europian Communities, Directorate General for Science Research and Development, Luxembourg
33. Morel, A. and Prieur, L. (1977) Analysis of variations in ocean color. Limnology and Oceanography, 22, pp. 709-722.
34. Muramatsu, K., Furumi, S., Fujiwara, N., Hayashi, A., Daigo, M. and Ochiai, F. (2000) Pattern decomposition method in the albedo space for Landsat TM and MSS data analysis. International Journal of Remote Sensing, 21, pp. 99-119.
35. Nichol, J. E. (1993) Remote sensing of water quality in the Singapole-Johor-Riau growth triangle. Remote Sensing of Environment, 43, pp. 139-148.
36. Nishida, K., Nemani, R. R., Running, S. R. and Glassy, J. M. (2003) An operational remote sensing algorithm of land surface evaporation. Journal of Geophysical Research, 108, p. 4270.
37. Novo, E. M. M., Hansom, J. D. and Curran, P. J. (1989) The effect of viewing geometry and wavelength on the relationship between reflectance and suspended sediment concentration. International Journal of Remote Sensing, 10, pp. 1357-1372.
38. Östlund, C., Flink, P., Strömbeck, N., Pierson, D. and Lindell, T. (2001) Mapping of the water quality of Lake Erken, Sweden, from imaging spectrometry and Landsat Thematic Mapper. The Science of the Total Environment, 268, pp. 139-154.
39. Quibell, G. (1991) The effect of suspended sediment on reflectance from freshwater algae. International Journal of Remote Sensing, 12, pp. 177-182.
40. Ritchie, J. C., Cooper, C. M. and Schiebe, F. R. (1990) The relationship of MSS and TM digital data with suspended sediments, chlorophyll, and temperature in Moon lake, Mississippi. Remote Sensing of Environment, 33, pp. 137-148.
41. Schneider, K. (1996) Die bestimmung zeitlicher und raumlicher verteilungsmuster von chlorophyll und temperatur im bodensee mit fernerkundungsdaten, Geobuch-Verlag, München
42. Schwarz, J. N. (2005) Derivation of dissolved organic carbon concentrations from SeaWiFS data. International Journal of Remote Sensing, 26, pp. 283-293.
43. SCOR-UNESCO (1966) Determination of photosynthetic pigment in seawater. Monographs on Oceanographic Methodology, 1, pp. 11-18.
44. Settle, J. J. and Drake, N. A. (1993) Linear mixing and the estimation of ground cover proportions. International Journal of Remote Sensing, 14, pp. 1159-1177.
45. Thiemann, S. and Kaufmann, H. (2000) Determination of chlorophyll content and trophic state of lakes using field spectrometer and IRS-1C satellite data in the Mecklenburg Lake District, Germany. Remote Sensing of Environment, 73, pp. 227-235.
46. Zhang, Y. L., Gin, B. Q., Chen, W. M. and Zhu, G. W. (2005) A preliminary study of chromophoric dissolved organic matter (CDOM) in Lake Taifu, a shallow subtropical lake in China. Acta Hydrochimica et Hydrobiologica, 33, pp. 315-323.