Space-borne study of seasonal, multi-year, and decadal phytoplankton dynamics in the Bay of Biscay

International Journal of Remote Sensing

Volumn 34, Issue 4, 2013, Pages 1297-1331

  Morozov, Evgeny ^a,b   Pozdnyakov, Dmitry ^a,c   Smyth, Tim ^d   Sychev, Vitaly ^b   Grassl, Hartmut ^e  

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

^b RUSSIAN STATE HYDROMETEOROLOGICAL UNIVERSITY   (Russian Federation)

^c NANSEN ENVIRONMENTAL AND REMOTE SENSING CENTER   (Norway)

^d PLYMOUTH MARINE LABORATORY   (United Kingdom)

^e MAX PLANCK INSTITUTE FOR METEOROLOGY   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

ADVANCED VERY HIGH RESOLUTION RADIOMETERS (AVHRR); BAND STRUCTURE; CLIMATE CHANGE; COASTAL ZONES; INCIDENT SOLAR RADIATION; NASA; SATELLITE IMAGERY; SUSPENDED SEDIMENTS;

COASTAL ZONE COLOR SCANNERS; MODERATE RESOLUTION IMAGING SPECTRORADIOMETER; NATIONAL OCEANIC AND ATMOSPHERIC ADMINISTRATION'S; PHYTOPLANKTON COMMUNITY; PHYTOPLANKTON DYNAMICS; SEA-VIEWING WIDE FIELD-OF-VIEW SENSORS; SEDIMENT RE SUSPENSIONS; WATER-LEAVING RADIANCES;

PHYTOPLANKTON;

ABUNDANCE; ALGAL BLOOM; ANNUAL VARIATION; AVHRR; COMMUNITY STRUCTURE; CZCS; MODIS; NOAA SATELLITE; PARAMETERIZATION; PHYTOPLANKTON; POPULATION DYNAMICS; SATELLITE DATA; SEASONAL VARIATION; SEAWIFS; TOP OF ATMOSPHERE;

ATLANTIC OCEAN; BAY OF BISCAY;

BACILLARIOPHYTA; DINOPHYCEAE; EMILIANIA HUXLEYI; LEPIDODINIUM;

EID: 84867605273     PISSN: 01431161     EISSN: 13665901     Source Type: Journal    
DOI: 10.1080/01431161.2012.718462     Document Type: Article

References (79)

1. Antoine, D., Morel, A., Gordon, H., Banzon, V. and Evans, H. 2005. Bridging Ocean Color Observations of the 1980s and 2000s in Search of Longterm Trends. Journal of Geophysical Research, 110: 1-22. doi:10.1029/2004JC002620
2. Aoki, M. 1977. Introduction into Methods of Optimization, 40-6. Moscow: Nauka.
3. Badenko, V. and Kurtener, D. 29 April-1 May 2004. "Fyzzy Modelling in GIS Environment to Support Sustainable Land Use Planning". In Paper presented at the 7th AGILE conference on Geographic Information Science 29 April-1 May, Heraklion, Greece
4. Balch, W., Drapeau, D., Cucci, T., Vaillancourtet, R., Kilpatrick, K. and Fritz, J. 1999. Optical Backscattering by Particulate Inorganic and Organic Carbon Fractions. Journal of Geophysical Research, 104: 1541-58.
5. Balch, W., Holligan, P., Ackleson, S. and Voss, K. 1991. Biological and Optical Properties of Mesoscale Coccolithophore Blooms in the Gulf of Maine. Limnology and Oceanography, 36: 629-43.
6. Bricaud, A., Bedhomme, A.-L. and Morel, A. 1988. Optical Properties of Diverse Phytoplanktonic Species: Experimental Results and Theoretical Interpretation. Journal of Plankton Research, 10: 851-73.
7. Bricaud, A., Morel, A. and Prieur, L. 1983. Optical Efficiency Factors of Some Phytoplankterrs. Limnology and Oceanography, 28: 816-32.
8. Brown, C. and Podesta, G. 1997. Remote Sensing of Coccolithophore Blooms in the Western South Atlantic Ocean. Remote Sensing of Environment, 60: 83-91.
9. Bukata, R. P., Jerome, J. H., Kondratyev, K. Ya. and Pozdnyakov, D. V. 1995. Optical Properties and Remote Sensing of Inland and Coastal Waters, 162-6. Boca Raton, FL: CRC Press.
10. Calquin, P., Probert, I., Lefebre, S. and Veron, B. 2008. Effects of Temperature on Photosynthetic Parameters and TEP Production in Eight Species of Marine Microalgae. Aquatic Microbial Ecology, 5: 1-11.
11. Castaing, P. and Allen, G. P. 1981. Mechanisms Controlling Seaward Escape of Suspended Sediment from the Girone: A Macrotidal Estuary in France. Marine Ecology, 40: 101-18.
12. Castaing, P. P., Froidefond, J. M., Lazure, P., Weber, O., Prudhomme, R. and Jouanneau, J. M. 1999. Relationship Between Hydrology and Seasonal Distribution of Suspended Sediments on the Continental Shelf of the Bay of Biscay. International Council for the Exploration of the Sea, 46: 1979-2001.
13. Devred, E., Sathyendranath, S., Stuart, V., Maass, H., Ulloa, O. and Platt, T. 2006. A Two Component Model of Phytoplankton Absorption in the Open Ocean: Theory and Applications. Journal of Geophysical Research, 111: Co3011
14. Elbraechter, M. and Schnepf, E. 1996. Gymnodinium chlorophorum, a New, Green Bloom Forming Dinoflagellate (Gymnodiniales, Dinophyceae) with a Vestigial Prasinophyte Endosymbiont. Phycologia, 35: 381-93.
15. Folkestad, A., Pettersson, L. H. and Durand, D. D. 2007. Inter-Comparison of Ocean Colour Data Products during Algal Blooms in the Skagerrak. International Journal of Remote Sensing, 28: 569-92.
16. Froidefond, J.-M., Lavender, S., Laborde, P., Herbland, A. and Lafon, V. 2002. SeaWiFS Data Interpretation in a Coastal Area in the Bay of Biscay. International Journal of Remote Sensing, 23: 881-904.
17. Garcia-Soto, C. and Pingree, R. D. 2009. Spring and Summer Blooms of Phytoplankton (SeawiFS/MODIS) along a Ferry Line in the Bay of Biscay and Western English Channel. Continental Shelf Research, 29: 1111-22.
18. Garcia-Soto, C., Pingree, R. D. and Valdes, L. 2002. Navidad Development in the Southern Bay of Biscay: Climate Change and Swoddy Structure from Remote Sensing and in situ Measurements. Journal of Geophysical Research, 107(C8): 3118
19. Gohin, F., Druon, J. N. and Lampert, L. 2002. A Five Channel Chlorophyll Concentration Algorithm Applied to SeaWiFS Data Processed by SeaDAS in Coastal Waters. International Journal of Remote Sensing, 23: 1639-61.
20. Gohin, F., Lampert, L., Guilard, J.-F., Herbland, A. and Nezan, E. 2003. Satellite and in situ Observations of a Late Winter Phytoplankton Bloom in the Northern Bay of Biscay. Continental Shelf Research, 23: 1117-47.
21. Gohin, F., Saulquin, B., Oger-Jeanneret, H., Lozac'H, L., Lampert, L., Lefebre, A., Rio, P. and Bruchon, F. 2008. Towards a Better Assessment of the Ecological Status of Coastal Waters using Satellite-Derived Chlorophyll-a Concentrations. Remote Sensing of Environment, 112: 3329-40.
22. Gonzalez-Pola, C., Lavin, A. and Vargas-Yañez, M. 2005. Intense Warming and Salinity Modification of Intermediate Water Masses in the Southeastern Corner of the Bay of Biscay for the Period 1992-2003. Journal of Geophysical Research, 110: C05020
23. Guillaud, J.-F., Aminot, A., Delmas, D., Gohin, F., Lunven, M., Labry, C. and Herbland, A. 2008. Seasonal Variation of Riverine Nutrient Inputs in the Northern Bay of Biscay (France), and Patterns of Marine Phytoplankton Response. Journal of Marine Systems, 72: 309-19.
24. Haykin, S. 1998. Neural Networks. A Comprehensive Foundation, Upper Saddle River, NJ: Prentice Hall.
25. Hays, G. and Marsh, R. 1997. Estimating the Age of Juvenile Loggerhead Sea Turtles in the North Atlantic. Journal of Zoology, 75: 40-6.
26. Hoepffner, N. and Sathyendranath, S. 1993. Determination of Major Groups of Phytoplankton Pigments from the Absorption Spectra of Total Particulate matter. Journal of Geophysical Research, 98(C12): 22781-9.
27. Holligan, P. M., Fernandez, E., Aiken, J., Balch, W. M., Boyd, P., Burkill, P. H., Finch, M., Groom, S. B., Malin, G., Muller, K., Putdie, D. A., Robinson, C., Trees, C. C., Turner, S. M. and van der Wal, P. 1993. A Biogeochemical Study of the Coccolithophore, Emiliania huxleyi in the North Atlantic. Global Biogeochemical Cycles, 7: 879-900.
28. Huret, M., Gohin, F., Delmas, D., Lunven, M. and Garcon, V. 2007. Use of SeaWiFS Data for Light Availability and Parameter Estimation of a Phytoplankton Production Model of the Bay of Biscay. Journal of Marine Systems, 65: 509-31.
29. ICES. 2008. Report of the ICES Advisory Committee, 2008. ICES Advice, 2008. Book 7 11-39.
30. ICES. 2010. Report of the ICES Advisory Committee, 2010. ICES Advice, 2010. Book 7 30-67.
31. International Hydrographic Organization. 1971. Limits of Oceans and Seas, 3rd, Monte-Carlo: IMP Monegasque. corrected. 13
32. IOCCG. 2007. "Ocean-Colour Data Merging". In Reports of the International Ocean-Colour Coordinating Group, Edited by: Gregg, W. Vol. 6, Dartmouth, NS: IOCCG.
33. 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.
34. Kirk, J. T. O. 1983. Light and Photosynthesis in Aquatic Ecosystems, 401Melbourne, VIC: Cambridge University Press.
35. Kondratyev, K. 1969. Radiation in the Atmosphere, 912New York: Academic Press.
36. Korosov, A., Morozov, Eu., Pozdnyakov, D., Pettersson, L. and Grassl, H. 2009. Spaceborne Identification and Mapping of the Areas of Coccolithophore Blooms in the Bay of Biscay. Earth Observations and Remote Sensing, 3: 67-78.
37. Lampert, L., Queguiner, B., Labasque, T., Pichon, A. and Lebreton, N. 2002. Spatial Variability of Phytoplankton Composition and Biomass on the Eastern Continental Shelf of the Bay of Biscay (North-East Atlantic Ocean). Evidence for a Bloom of Emiliania huxleyi (Prymnesiophyceae) in Spring 1998. Continental Shelf Research, 22: 1225-47.
38. Lavender, S. J., Raitsos, D. E. and Pradhan, Y. 2008. "Variations in the Phytoplankton of the North-Eastern Atlantic Ocean: From the Irish Sea to the Bay of Biscay.". In Remote Sensing of the European Seas, edited by, Edited by: Barale, V. and Gade, M. 67-78. Dordrecht: Springer Science + Business Media B.V.
39. Levenberg, K. 1944. A Method for the Solution of Certain Non-Linear Problems in Least Squares. Quantitative and Applied Mathematics, 2: 164-8.
40. Llope, M., Anadon, R., Viesca, L., Quevedo, M., Gonzalez-Quiros, R. and Stenseth, N. C. 2006. Hydrography of the Southern Bay of Biscay Shelf-Break Region: Integrating the Multiscale Physical Variability Over the Period 1993-2003. Journal of Geophysical Research, 111: 1-14. C09021 doi:10.1029/2005JC002963
41. Lungu, T., ed. 2006. NASA Quick Scatterometer QuikSCAT Science Data Product User's Manual Overview & Geophysical Data Products, 5-9. Los Angeles: JPL.
42. Marquardt, D. 1963. An Algorithm for Least-Squares Estimation of Non-Linear Parameters. Journal of the International Society of Applied Mathematics, 11: 36-48.
43. Matsumoto, T., Shinozaki, F., Chikuni, T., Yabuki, A., Takishita, K. and Kawachi, M. 2010. Green-Colored Plastids in the Dinoflagellate Genus Lepidodinium Are of Core Chlorophyte Origin. Protist, 162: 268-76.
44. Merico, A. 2003. Analysis of Satellite Imagery for Emiliania huxleyi Blooms in the Bering Sea. Geophysical Research Letters, 30: L1337
45. Moore, S., Campbell, J. and Feng, H. 2001. A Fuzzy Logic Classification Scheme for Selecting and Blending Satellite Ocean Color Algorithms. IEEE Transactions on Geoscience and Remote Sensing, 39: 1764-76.
46. Morden, C. W. and Sherwood, A. R. 2002. Continued Evolutionary Surprises Among Dinoflagellates. Proceedings of the National Academy Of Sciences, 99(18): 11558-60.
47. Morel, A. and Maritorena, S. 2001. Bio-Optical Properties of Oceanic Waters: A Reappraisal. Journal of Geophysical Research, 106: 7163-80.
48. Morozov, E., Aniskina, O., Pozdnyakov, D. and Pettersson, L. April 26-30 2010a. "MODIS Reveals Green Dinoflagellate Bloom in the English Channel and the Bay of Biscay: Identification Algorithm and Spatio-Temporal Analyses of the Phenomenon". In Proceedings of "Oceans from Space" Symposium, Edited by: Vittorio, B., Jim, G. and Luigi, A. April 26-30, 175-6. Venice, Italy: Publications Office of the European Union. Luxembourg doi:10.2788/8394
49. Morozov, E., Aniskina, O., Pozdnyakov, D., Pettersson, L., Sychev, V. and Grassl, H. 2011a. Automated Identification and Delineation of Lepidodinium chlorophorum Blooms Using MODIS-Aqua Data. Earth Observations and Remote Sensing, 2: 49-59.
50. Morozov, E. A., Korosov, A. A., Pozdnyakov, D. V., Pettersson, L. H. and Sychev, V. I. 2010b. A New Area-Specific Bio-Optical Algorithm for the Bay of Biscay and Assessment of Its Potentials for SeaWiFS and MODIS/Aqua Data Merging. International Journal of Remote Sensing, 31: 6541-55.
51. Morozov, E., Pozdnyakov, D. and Sychev, V. 2011b. Spaceborne Observations of Multi-Year Variations in Some Indicators of the Ecosystem of the Bay of Biscay. Herald of the Russian State Hydrometeorological University, 14: 147-61.
52. Neckel, H. and Labs, D. 1984. The Solar Radiation between 3300 and 12500 Å. Solar Physics, 90: 205-58.
53. Olson, M. B. and Strom, S. L. 2002. Phytoplankton Growth, Microzooplankton Herbivory and Community Structure in the Southeast Bering Sea: Insight into the Formation and Temporal Persistence of an Emiliania huxleyi Bloom. Deep-Sea Research II, 49: 5969-90.
54. Perry, K. 2001. SeaWinds on QuikSCAT Level 3 Daily, Gridded Ocean Wind Vectors (JPL SeaWinds Project), 8-13. Pasadena, CA: Jet Propulsion Laboratory, California Institute of Technology.
55. Pintore, M., Van De Waterbeemd, H., Piclin, N. and Chrétien, J. R. 2003. Prediction of Oral Bioavailability by Adaptive Fuzzy Partitioning. European Journal of Medical Chemistry, 38: 427-31.
56. Pollard, R. T. and Put, S. 1985. Structure and Circulation of the Upper Atlantic Ocean Northeast of the Azores. Progress in Oceanography, 14: 443-62.
57. Pope, R. and Fry, E. 1997. Absorption Spectrum (380-700 nm) of Pure Water. II. Integrating Cavity Measurements. Applied Optics, 36: 8710-23.
58. Pozdnyakov, D. and Grassl, H. 2003. Colour of Inland and Coastal Waters: A Methodology for its Interpretation, 95-6. Chichester: Springer-Praxis.
59. Pozdnyakov, D., Korosov, A., Pettersson, L. and Johanessen, O. M. 2005. MODIS Evidences the River Run-Off Impact on the Kara Sea Trophy. International Journal of Remote Sensing, 26: 3641-8.
60. Prego, R., Boi, P. and Cobelo-Garcia, A. 2008. The Contribution of Total Suspended Solids to the Bay of Biscay by Cantabrian Rivers (Northern Coast of the Iberian Peninsula). Journal of Marine Systems, 72: 342-9.
61. Puillat, I., Lazure, P., égou, A. M. J, Lampert, L. and Miller, P. I. 2004. Hydrographical Variability on the French Continental Shelf in the Bay of Biscay, during the 1990s. Continental Shelf Research, 24: 1143-63.
62. Rao, C. and Chen, J. 1995. Intersatellite Calibration Linkages for the Visible and Near-Infrared Channels of the Advanced Very High-Resolution Radiometer on the NOAA-7, NOAA-9, and NOAA-11 Spacecraft. International Journal of Remote Sensing, 16: 1931-42.
63. Rao, C. R. N. and Chen, J. H. 1996. Post-Launch Calibration of the Visible and Near-Infrared Channels of the Advanced Very High Resolution Radiometer on the NOAA-14 Spacecraft. International Journal of Remote Sensing, 17: 2743-7.
64. Rios, A. F., érez, F. F. P and Fraga, F. 1992. Water Masses in the Upper and Middle North Atlantic Ocean East of the Azores. Deep-Sea Research, 39: 558-645.
65. Robinson, I. S. 1994. Satellite Oceanography: An Introduction for Oceanographers and Remote-Sensing Scientists, 455Chichester: Praxis.
66. Sathyendranath, S. 2000. "General Introduction". In Remote Sensing of Ocean Colour in Coastal, and other Optically-Complex, Waters, Edited by: Sathyendranath, S. 5-21. Darthmouth, NS: IOCCG. IOCCG Report No.3
67. Sathyendranath, S., Lazzara, L. and Prieur, L. 1987. Variations in the Spectral Values of Specific Absorption of Phytoplankton. Limnology and Oceanography, 32: 403-15.
68. Schiller, H. July 29-31 2003. "Neural Net Architectures for Scope Check and Monitoring". In Paper presented at the CISMA 2003-International Symposium on Computational Intellience for Measuremet Systems and Applications July 29-31, Lugano, Switzerland
69. Shahraiyni, H. T., Shouraki, S. B., Fell, F., Schaale, M., Fischer, J., Tavakoli, A., Preusker, R., Tajrishy, M., Vatandoust, M. and Hhodaparast, H. 2009. Application of the Active Learning Method to the Retrieval of Pigment from Spectral Remote Sensing Reflectance Data. International Journal of Remote Sensing, 30: 1045-65.
70. Smyth, T. J., Tyrrel, T. and Tarrant, B. 2004. Time Series of Coccolithophore Activity in the Barents Sea, from Twenty Years of Satellite imagery. Geophysical Research Letters, 31: L11302
71. Somavilla, R., Gonzalez-Pola, C., Rodriguez, C., Josey, S. A., Sanchez, R. F. and Lavin, A. 2009. Large Changes in the Hydrographic Structure of the Bay of Biscay after the Extreme Mixing of Winter 2005. Journal of Geophysical Research, 114: C01001
72. Stramski, D., Bricaud, A. and Morel, A. 2001. Modeling the Inherent Optical Properties based on the Detailed Composition of the Planktonic Community. Applied Optics, 40: 2929-45.
73. Stumpf, R. and Pennock, J. 1989. Calibration of a General Optical Equation for Remote Sensing of Suspended Sediments in a Moderately Turbid Estuary. Journal of Geophysical Research, 94: 14363-71.
74. Thiersten, H. and Young, J. 2004. Coccolithophores-From Molecular Processes to Global Impact, 3-15. Berlin, Heidelberg: Springer-Verlag.
75. Triguer, P., Le Corre, P. and Grall, R. J. 1979. The Seasonal Variations of Nutrients in the Upper Waters of the Bay of Biscay Region and Their Relation to Phytoplankton Growth. Deep-Sea Research, 26A: 1121-52.
76. Tyrrell, T. and Merico, A. 2004. "Emiliania huxleyi: Bloom Observations and the Conditions that Induce Them.". In Coccolithophores-From Molecular Processes to Global Impact, edited by, Edited by: Thierstein, H. and Young, J. 585-604. Berlin: Springer.
77. Varela, M. 1996. Phytoplankton Ecology in the Bay of Biscay. Scietia Marina, 60: 45-53.
78. Weber, O., Jouanneau, J. M., Ruch, P. and Mirmand, M. 1991. Grain Size Relationship Between Supended Matter Originating in the Gironde Estuary and Shelf Mud Patch Deposits. Marine Geology, 96: 159-65.
79. Zimmermann, H.-J. 2001. Fuzzy Set Theory, 514Boston, MA: Kluwer Academic Publishers.