Optical properties of finnish lakes estimated with simple bio-optical models and water quality monitoring data

Nordic Hydrology

Volumn 37, Issue 2, 2006, Pages 183-204

  Kallio, Kari ^a  

^a FINNISH ENVIRONMENT INSTITUTE   (Finland)

Author keywords

Attenuation; Lakes; Optical models; Reflectance; Secchi depth; Water quality

Indexed keywords

ALGORITHMS; ATTENUATION; LAKES; MONITORING; OPTICAL DATA PROCESSING; OPTICAL PROPERTIES; REFLECTION; SPECTRUM ANALYSIS; WATER QUALITY;

ATTENUATION DEPTH; BIO-OPTICAL MODELS; FINNISH LAKES; SECCHI DEPTH; SPECTRAL DIFFUSE ATTENUATION COEFFICIENT; SUBSURFACE REFLECTANCE;

HYDROLOGY;

DISSOLVED ORGANIC MATTER; LAKE; MONITORING; OPTICAL PROPERTY; WATER QUALITY;

EID: 33744471893     PISSN: 00291277     EISSN: None     Source Type: Journal    
DOI: 10.2166/nh.2006.007     Document Type: Article

References (56)

1. Bricaud, A., Morel, A. and Prieur, L. (1981). Absorption by dissolved organic matter of the sea (yellow subtance) in the UV and visible domains. Limnol. Oceanogr., 26, 43-53.
2. Buiteveld, H., Hakvoort, J.H.M. and Donze, M. (1994). The optical properties of pure water. Proceedings of the Ocean Optics XII Conference, SPIE, 2258, 174-183.
3. Bukata, R.P., Jerome, J.H. and Bruton, J.E. (1988). Relationships among Secchi disc depth, beam attenuation coefficient for Great Lakes waters. J. Great Lakes Res., 14, 347-355.
4. Bukata, R.P., Jerome, J.H., Bruton, J.E. and Jain, S.C. (1979). Determination of inherent optical properties of Lake Ontario coastal waters. Appl. Opt., 18, 3926-3932.
5. Davies-Colley, R.J. (1988). Measuring water clarity with a black disk. Limnol. Oceanogr., 33, 616-623.
6. Davies-Colley, R.J., Vant, W.N. and Smith, D.G. (2003). Colour and Clarity of Natural Waters. Science and Management of Optical Water Quality, The Blackburn Press, Caldwell, NJ.
7. Dekker, A.G. (1993). Detection of optical water quality parameters for eutrophic waters by high resolution remote sensing. PhD Thesis, Vrije Universiteit, Amsterdam, The Netherlands.
8. Doerffer, R. and Fischer, J. (1993). Concentrations of chlorophyll, suspended matter and gelbstoff in case II waters derived from satellite Coastal Zone Scanner data with inverse modeling. J. Geophys. Res., 99, 7457-7466.
9. Effler, S.W., Gelda, R.K., Bloomfield, J.A., Quinn, S. and Johnson, D.L. (2001). Modeling the effects of tripton on water clarity: Lake Champlain. J. Wat. Res. Plann. Mngmnt., 127, 224-234.
10. Effler, S.W. and Perkins, M.G. (1996). An optics model for Onondaga Lake. Lake Reservoir Mngmnt., 12(1), 115-125.
11. Effler, S.W., Perkins, M.G., Ohrazha, N., Matthews, D.A., Gelda, R., Peng, F., Johnson, D.L. and Stephckuz, C.L. (2002). Tripton, transparency and light penetration in seven New York reservoirs. Hydrobiologia, 468, 213-232.
12. EN 872 (1996). Water Analysis - Determination of Suspended Solids. European Committee for Standardization, Strasbourg.
13. EN 27027 (1994). Water Quality - Determination of Turbidity. European Committee for Standardization, Strasbourg.
14. EN ISO 7887 (1994). Water Quality, Examination and Determination of Colour. International Standards Organization, Geneva.
15. EN ISO/IEC 17025 (1999). General Requirements for the Competence of Testing and Calibration Laboratories. International Standards Organization. Geneva.
16. Gitelson, A., Garbuzov, G., Szilagyi, F., Mittenzwey, K.-H., Karnieli, K. and Kaiser, A. (1993). Quantitative remote sensing methods for real-time monitoring of inland waters quality. International Journal of Remote Sensing, 14, 1269-1295.
17. Gordon, H.R., Brown, O.B. and Jacobs, M.M. (1975). Computed relationships between the inherent and apparent optical properties of a flat, homogenous ocean. Appl. Opt., 14, 417-427.
18. Härmä, P., Vepsäläinen, J., Hannonen, T., Pyhälahti, T., Kämäri, J., Kallio, K., Eloheimo, K. and Koponen, S. (2001). Detection of water quality using simulated satellite data and semi-empirical algorithms in Finland. Sci. Total Environ., 268, 107-121.
19. Herlevi, H. (2002). Inherent and apparent optical properties in relation to water quality in Nordic waters. PhD Thesis, University of Helsinki, Report Series in Geophysics, 45.
20. Holmes, R.W. (1970). The Secchi disk in turbid coastal waters. Limnol. Oceanogr., 15, 688-694.
21. Hoogenboom, H.J., Dekker, A.G. and De Haan, J.F. (1998). Retrieval of chlorophyll a and suspended matter in inland waters from CASI data by matrix inversion. Can. J. Remote Sensing, 24, 144-152.
22. Huttula, T., Peltonen, A., Bilaletin, A. and Saura, M. (1992). The effects of climatic change on lake ice and water temperature. Aqua Fennica, 22, 129-142.
23. ISO 10260 (1992). Water Quality - Measurement of Biochemical Parameters - Spectrometric Determination of the Chlorophyll a Concentration. International Organization for Standardization, Geneva.
24. Jasby, A.D., Goldman, C.R., Reuter, J.E. and Richards, R.C. (1999). Origins and scale dependence of temporal variability in the transparency of Lake Tahoe, California - Nevada. Limnol. Oceanogr., 44, 282-294.
25. Jerlov, N.G. (1976). Marine Optics. Elsevier, Amsterdam.
26. Kallio, K., Koponen, S. and Pulliainen, J. (2003). Feasibility of airborne imaging spectrometry for lake monitoring - a case study of spatial chlorophyll a distribution in two meso-eutrophic lakes. Int. J. Remote Sensing, 24, 3771-3790.
27. Kallio, K., Kutser, T., Hannonen, T., Kutser, T., Koponen, S., Pulliainen, J., Vepsäläinen, J. and Pyhälahti, T. (2001). Retrieval of water quality variables from airborne spectrometry of various lake types in different seasons. Sci. Total Environ., 268, 59-77.
28. Kallio, K., Pulliainen, J. and Ylöstalo, P. (2005). MERIS, MODIS and EIM channel configurations in the estimation of lake water quality from subsurface reflectance with semi-analytical and empirical algorithms. Geophysica, 41, 31-55.
29. Kirk, J. (1984a). Dependence of relationship between inherent and apparent optical properties of water on solar altitude. Limnol. Oceanogr., 29, 350-356.
30. Kirk, J. (1984b). Attenuation of solar radiance in scattering-absorbing water, a simplified procedure for its calculation. Appl. Optics, 23, 3737-3739.
31. Kirk, J. (1994). Light and photosynthesis in aquatic ecosystems, Cambricge University Press.
32. Koponen, S., Pulliainen, J., Servomaa, H., Zhang, Y., Hallikainen, M., Kallio, K., Vepsäläinen, J., Pyhälahti, T. and Hannonen, T. (2001). Analysis on the feasibility of multi-source remote sensing observations for chl-a monitoring in Finnish lakes. Sci. Total Environ., 268, 95-106.
33. Kutser, T., Pierson, D.C., Tranvik, L.J., Reinart, A., Sobek, S. and Kallio, K. (2005). Estimating the colored dissolved organic matter absorption coefficient in lakes using satellite remote sensing. Ecosystems, 8, 709-720.
34. Maffione, R.A. and Dana, D.R. (1996). Recent measurements of the spectral backward-scattering coefficient in coastal waters. Proceedings of the Ocean Optics XIII, SPIE, 2963, 154- 159.
35. Maffione, R.A. and Jaffe, J.S. (1995). The average cosine due to an isotropic light source in the ocean. J. Geophys. Res., 100, 13179-13192.
36. Millie, D.F.. Baker, M.C., Tucker, C.S., Vinyard, B.T. and Dionogi, C.P. (1992). High-resolution airborne remote sensing of bloom-forming phytoplankton. Journal of Phycology, 28, 181-290.
37. Morel, A. (1988). Optical modeling of the upper ocean in relation to its biogenous matter content (case I waters). J. Geophys. Res., 93, 10749-10768.
38. OECD (1982). Eutrophication of Water. Monitoring, Assessment and Control. OECD, Paris.
39. Pierson, D.C. and Strömbeck, N. (2000). A modelling approach to evaluate preliminary remote sensing algorithms: Use of water quality data from Swedish Great Lakes. Geophysica, 36, 177-202.
40. Pierson, D. and Strömbeck, N. (2001). Estimation of radiance reflectance and the concentrations of optically active substances in Lake Mälaren, Sweden, based on direct and inverse solutions of a simple model. Sci. Total Environ., 268, 171-188.
41. Pozdnyakov D.V., Kondratyev, K.Ya, Bukata, R.P. and Jerome, J.H. (1998). Numerical modeling of natural colour: implications for remote sensing and limnological studies. Int. J. Remote Sensing, 19, 913-932.
42. Preisendorfer, R.W. (1986). Secchi disk science; visual optics of natural waters. Limnol. Oceanogr., 31, 906-926.
43. Pulliainen, J., Kallio, K., Eloheimo, K., Koponen, S., Servomaa, H., Hannonen, T., Tauriainen, S. and Hallikainen, M. (2001). A semi-operative approach to water quality retrieval from remote sensing data. Sci. Total Environ., 268, 79-93.
44. Raatikainen, M. and Kuusisto, E. (1990). The number and surface area of lakes in Finland (in Finnish with English abstract). Terra, 102(2), 97-110.
45. Reinart, A., Arst, H., Erm, A., Trei, T. and Hussainov, M. (2001). Optical and biological properties of Lake Ülemiste, a water reservoir of the city of Tallinn II: Light climate in Lake Ülemiste. Lakes Reservoirs Res. Mngmnt., 6, 75-84.
46. Rijkeboer, M., Dekker, A.G. and Gons, H.J. (1998). Subsurface irradiance reflectance spectra of inland waters differing in morphometry and hydrology. Aquat. Ecol., 31, 313-323.
47. Roesler, C.S., Perry, M.J. and Carder, K.L. (1989). Modeling in situ phytoplankton absorption from total absorption spectra. Limnology and Oceanography, 34, 1512-1525.
48. Sathyendranath, S., Prieur, L. and Morel, A. (1989). A three component model of ocean colour and its application to remote sensing of phytoplankton pigments in coastal waters. International Journal of Remote Sensing, 10, 1373-1394.
49. Schalles, J.F., Gitelson, A.A., Yacobi, Y.Z. and Kroenke, A.E. (1998). Estimation of chlorophyll a from time series measurements of high spectral resolution reflectance in a eutrophic lake. Journal of Phycology, 34, 383-390.
50. Sipelgas, L., Arst, H., Kallio, K., Erm, A., Oja, P. and Soomere, T. (2003). Optical properties of dissolved organic matter in Finnish and Estonian lakes. Nordic Hydrol., 34, 361-386.
51. Strömbeck, N. and Pierson, D. (2001). The effects of variability in the inherent and optical properties on estimations of chlorophyll a by remote sensing in Swedish freshwaters. Sci. Total Environ., 268, 123-137.
52. Tyler, J.E. (1968). The Secchi disk. Limnol. Oceanogr., 13, 1-6.
53. Umgiesser, G., Luyten, P.J. and Carniel, S. (2002). Exploring the thermal cycle of the Northern North Sea area using a 3-D circulation model: the example of PROVESS NNS station. J. Sea Res., 48, 271-286.
54. Van Duin, E.H.S., Blom, G., Los, F.J., Maffione, R., Zimmerman, R., Cerco, C.F., Dortch, M. and Best, E.P.H. (2001). Modeling underwater light climate in relation to sedimentation, resuspension, water quality and autotrophic growth. Hydrobiologia, 444, 25-42.
55. Vant, W.N. and Davies-Colley, R.J. (1984). Factors affecting clarity of New Zealand lakes. New Zealand J. Marine Freshwater Res., 18, 367-377.
56. Ylöstalo, P., Kallio, K. and Seppälä, J. (2005). Absorption properties of particles and CDOM in lake waters, (in preparation).