Verification and application of a bio-optical algorithm for Lake Michigan using sea WiFS: A 7-year inter-annual analysis

Journal of Great Lakes Research

Volumn 32, Issue 2, 2006, Pages 258-279

  Shuchman, Robert ^a   Korosov, Anton ^b   Hatt, Charles ^a   Pozdnyakov, Dmitry ^b   Means, Jay ^c   Meadows, Guy ^d  

^a ALTARUM INSTITUTE   (United States)

^b NANSEN INTERNATIONAL ENVIRONMENTAL AND REMOTE SENSING CENTRE   (Russian Federation)

^c WESTERN MICHIGAN UNIVERSITY   (United States)

^d UNIVERSITY OF MICHIGAN   (United States)

Author keywords

Climate change; Inter annual events; Lake ecology; Lake Michigan; Satellite observations; Sediment resuspension

Indexed keywords

ALGORITHMS; CHLOROPHYLL; CLIMATE CHANGE; DATA REDUCTION; ENVIRONMENTAL IMPACT; LAKES; MICROORGANISMS; SEDIMENTATION;

INTER-ANNUAL EVENTS; LAKE ECOLOGY; LAKE MICHIGAN; SATELLITE OBSERVATIONS; SEDIMENT RESUSPENSION;

WEATHER SATELLITES;

ANNUAL VARIATION; CHLOROPHYLL; COLOR MORPH; DISSOLVED ORGANIC CARBON; SATELLITE DATA; SEASONAL VARIATION; SUSPENDED LOAD;

GREAT LAKES; LAKE MICHIGAN; NORTH AMERICA;

EID: 33746179145     PISSN: 03801330     EISSN: None     Source Type: Journal    
DOI: 10.3394/0380-1330(2006)32[258:VAAOAB]2.0.CO;2     Document Type: Article

References (48)

1. Anonymous. 2000. Potential Impacts of Global Change on Lakes. BGY C56H3 Lecture (http.//www.utoronto. ca/env/jah/lim/lim11f99.htm)
2. Anonymous. 2002. Lake Michigan annual renewal. UWM Research Profile Magazine. 22:1-7. (http://www.uwm.edu/Dept/Grad_Sch/Publications/Research Profile/Archive/Vol22No1/lake.html).
3. Assel, R.A., Quinn, F.H., Leshkevich, G.A., and Bolsenga, S.J. 1983. Great Lakes Ice Atlas. NOAA Atlas No. 4. Great Lakes Environmental Research Laboratory, Ann Arbor, MI, GLERL contribution 299. (http://www.glerl.noaa.gov/ data/ice/atlas)
4. Barnes, R.A., Eplee, R.E., Schmidt, G.M., Patt, F.S., and McLain, C.R. 2001. Calibration of SeaWiFS. I. Direct techniques. Applied Optics 40 (36):6682-6700.
5. Beletsky, D., Schwab, D.J., Roebber, P.J., McCormick, M.J., Miller, G.S., and Saylor, J.H. 2003. Modelling wind-driven circulation during the March 1998 sediment resuspension event in Lake Michigan. Journal of Geophysical Research 108. NO. C, 3038,doi:10.1029/2001JC001159.
6. Bergman, T., Fahnenstiel, G., Lohrenz, S., Millie, D., and Schofield, O. 2004. Impacts of a recurrent resuspension event and variable phytoplankton community composition on remote sensing reflectance. Journal of Geophysical Research 109, C10S15, doi: 10.1029/2002JC001575.
7. Biddanda, B.A., and Cotner, J.B. 2002. Love handles in aquatic ecosystems: the role of dissolved organic carbon drawdown, resuspended sediments, and terrigenous inputs in the carbon balance of Lake Michigan. Ecosystems 5:431-445.
8. Brooks, A.S., and Zastrow, J.C. 2002. The potential influence of climate change on offshore primary production in Lake Michigan. J. Great Lakes Res. 28:597-607.
9. Bukata, R.P., Jerome, J.H., Kondratyev, K.Y., and Pozdnyakov, D.V. 1995. Optical Properties and Remote Sensing of Inland and Coastal Waters. Boca Raton: CRC Press.
10. Chen, C., Wang, L., Ji, R., Budd, J.W., Schwab, D.J., Beletsky, D., Fahnenstiel, G.L., Vanderploeg, H., Eadie, B., and Cotner, J. 2004. Impacts of suspended sediment on the ecosystem in Lake Michigan: a comparison between the 1998 and 1999 plume events. Journal of Geophysical Research 109, C10S05, doi: 10.1029/2002JC001687.
11. Clark, D.K., Gordon, H.R., Voss, K.J., Ge, Y., Broenkow, W., and Trees, C. 1997. Validation of atmospheric correction over the oceans. Journal of Geophysical Research-Atmospheres 102(D14), 17209-17217.
12. Doerffer, R., and Fischer, J. 1994. Concentrations of chlorophyll, suspended matter, and gelbstoff in Case II waters derived from satellite coastal zone color scanner data with inverse modeling methods. Journal of Geophysical Research 99 (C4), 7457-7466.
13. Gergel, S.E., Turner, M.G., and Kratz, T.K. 1999. Dissolved carbon as an indicator of the scale of watershed influence on lakes and rivers. Ecological Applications 9:1377-1390.
14. Gerten, D., and Adrian, R. 2002. Effects of climate warming, North Atlantic Oscillation, and El Nino-Southern Oscillation on thermal conditions and plankton dynamics in Northern Hemisphere lakes. The Scientific World Journal 2:586-606.
15. Jerome, J.H., Bukata, R.P., and Miller, J.R. 1996. Remote sensing reflectance and its relationship to optical properties of natural water. International Journal of Remote Sensing 17:43-52.
16. Ji, R., Chen, C., Budd, J.W., Schwab, D.J., Beletsky, D., Fahnenstiel, G.L., Vanderploeg, H., Eadie, B., Cotner, J., Gardner, W., and Bundy, M. 2002. Influences of suspended sediments on the ecosystem in Lake Michigan: a 3-D coupled bio-physical modeling experiment. Ecological Modelling 152:169-190.
17. Johnson, T.C. ed. 2003. The SOFIS Report. Large Lakes Observatory Technical Report 2003-1, University of Minnesota-Duluth, Duluth, Minnesota.
18. Kling, G.W., Hayhoe, K., Johnson, L.B., Magnuson, J.J., Polasky, S., Robinson, S.K., Shuter, B.J., Wander, M.M., Wuebbles, D.J., Zak, D.R., Lindroth, R.L., Moser, S.C., and Wilson, M.L. 2003. Confronting Climate Change in the Great Lakes Region: Impacts on our Communities and Ecosystems. Union of Concerned Scientists, Cambridge, Massachusetts, and Ecological Society of America, Washington, D.C. (http://www. ucsusa.org/greatlakes/glchallengereport. html/).
19. Kramer, J.R. 1968. Mineral Water Chemistry. Report No. 38, University of Michigan Publications; Ann Arbor, MI.
20. Kondratyev, K.Y., and Pozdnyakov, D.V. 1989. Optical Properties of Natural Waters and Remote Sensing of Phytoplankton. Leningrad: Nauka Publishing Co.
21. _, Filatov, N.N., Johannessen, O.M., Melentyev, V.V., Pozdnyakov, D.V., Ryanzhin, S.V., Shalina, E.V., and Tikhomirov, A.I.1999. Limnology and Remote Sensing: a contemporary approach. Kirill Y. Kondratyev and N.N. Filatov, eds., Chichester: Springer-Praxis.
22. Lang, G.A., and Schwab, D.J. 2003. Episodic Events: Great Lakes Experiment, Data Archive. 2 CD-ROM set. NOAA, Great Lakes Environmental Research Laboratory, Ann Arbor, MI.
23. Lesht, B.M., Stroud, J.R., McCormic, M.J., Fahnenstiel, G.L., Stein, M.L., Welty, L.J., and Leshkevich, G.A. 2002. An event-driven phytoplankton bloom in southern Lake Michigan observerved by satellite. Geophysical Research Letters 29, No.8, 10.1029/2001GL013533.
24. Lohrenz, S.E., Fahnenstiel, G.L., Millie, D.F., Schofield, O.M.E., Johengen, T., and Bermann, T. 2004. Spring phytoplankton photosynthesis, growth, and primary production and relationships to a recurrent coastal sediment plume and river inputs in southeastern Lake Michigan. Journal of Geophysical Research 109, C10S14, doi:10.1029/2004JC002383.
25. Magnuson, J.J., Webster, K.E., Assel, R.A., Bowser, C.J., Dillon, P.J., Eaton, J.G., Evans, H.E., Fee, D.J., Hall, R.I., Mortsch, L.R., Schindler, D.W., and Quinn, F.H. 1997. Potential effects of climate change on aquatic systems: Laurential Great Lakes and Precambrian Shield Region. Journal of Hydrological Processes 47:186-197.
26. McCormick, M.J. 2002. The influence of thermal stratification on the dissolved oxygen content in the hypolimnic waters of large lakes. J. Great Lakes Res. 28:787-792.
27. McMillin, D.J., and Means, J.C. 1996. Spatial and temporal trends of pesticide residues in water and particulates in the Mississippi River plume and the Northwestern Gulf of Mexico. Journal of Chromatography A 754:169-185.
28. Means, J.C., and McElroy, A.E. 1997. Bioaccumulation of tetra- and hexachlorobiphenyl by Yoldia limatula and Nepthys incisa from bedded sediments: Effects of Sediment and Animal Related Parameters. J. Environ. Chem. Toxicol. 16:1277-1286.
29. _, and Wijayaratne, R.D. 1982. Role of natural colloids in transport of hydrophobic pollutants. Science 215:968-970.
30. _, and Wijayaratne, R.D. 1984. Chemical composition of estuarine colloidal organic matter: implications for sorptive processes. Bulletin of Marine Sciences 35:449-461.
31. _, Wood, S.G., Hassett, J.J., and Banwart, W.L. 1980. Sorption properties of polynuclear aromatic hydrocarbons by sediments and soils. Environmental Science Technique 14:1524-1528.
32. Millie, D.F., Fahnenstiel, G.L., Lohrenz, S.E., Carrick, H.J., Johengen, T.H., and Schofield, O.M.E. 2003. Physical-biological coupling in southern Lake Michigan: influence of episodic sediment resuspension on phytoplankton. Aquatic Ecology 37:393-408.
33. Morel, A., and Prieur, L. 1977. Analysis of variations in ocean colour. Limnol. Oceanogr. 22:709-722.
34. Mortimer, C.H. 1988. Discoveries and testable hypotheses arising from Coastal Zone Color Scanner imagery of southern Lake Michigan. Limnol. Oceanogr. 33(2):203-226.
35. Petrova, N.A. 1990. Phytoplankton successions with the anthropogenic eutrophication of large lakes. Leningrad: Nauka Publ. Co. (in Russian).
36. Pozdnyakov, D., and Grassl, H. 2003. Colour of inland and coastal waters: A methodology for its interpretation. Chichester: Springer-Praxis.
37. _, Pettersson, L.H., Johannessen, O.M., Lyaskovsky, A.V., Filatov, N.N., and Bobylev, L.P. 2003. SeaWiFS maps water quality parameters of the White Sea. Internat. J. Remote Sens. 24:3-6.
38. _, Shuchman, R., Korosov, A., and Hatt, C. 2005. Operational algorithm for the retrieval of water quality in the Great Lakes. Remote Sensing of Environment 97:353-370.
39. 239+240 Pu in Lake Michigan. J. Geophys. Res. 96(96):17081-17104.
40. Santschi, P., Means, J.C., Ravichandran, M., and Guo, L. 1998. Natural Organic Matter Binding of Trace Metals and Trace Organic Contaminants in Estuaries. In Biogeochemistry of the Gulf of Mexico Estuaries, T. Bianchi, J.R. Pennock, and R. Twilley, eds., pp. 347-380. New York, NY: John Wiley and Sons, Inc.
41. Schiller, H., and Doerffer, R. 1999. Neural network for emulations of an inverse model-operational derivation of Case II water properties from MEERIS data. Internat. J. Remote Sens. 20(93):1735-1746.
42. Schwab, D.J., Beletsky, D., and Lou, J. 2000. The 1998 Coastal Turbidity Plume in Lake Michigan. Estuarine, Coastal and Shelf Science 50:49-58.
43. Sigleo, A.C., and Means, J.C. 1990. Organic and inorganic components of estuarine colloids: implications for transport of pollutants. Review of Environmental Toxicology and Contamination 112:123-147.
44. Strong, A., and Eadie, B.J. 1978. Satellite observations of calcium carbonate precipitation in the Great Lakes. Limnol. Oceanogr. 23:877-887.
45. Tanaka, A., Kishino, M., Doerffer, R., Schiller, H., Oishi, T., and Kubota, T. 2004. Development of a Neural Network Algorithm for Retrieving Concentrations of Chlorophyll, suspended Matter and Yellow Substance from Radiance Data of the Ocean Color and Temperature Scanner. J. Oceanogr., 60:519-530.
46. White, W.S. 1974. Role of calcium carbonate in lake metabolism. Ph.D. thesis, Michigan State Univ.
47. Wijayaratne, R.D., and Means, J.C. 1982. Affinity of natural estuarine colloids for hydrophobic pollutants in aquatic environments. Environmental Science Techniques 18:121-123.
48. _, and Means, J.C. 1984. Sorption of polycyclic aromatic hydrocarbons (PAHs) by natural colloids. Marine Environmental Research 11:77-89.