Comparison between MERIS and regional high-level products in European seas

Remote Sensing of Environment

Volumn 140, Issue , 2014, Pages 378-395

  D'Alimonte, Davide ^a   Zibordi, Giuseppe ^b   Kajiyama, Tamito ^a   Berthon, Jean François ^b  

^a UNIVERSIDADE NOVA DE LISBOA   (Portugal)

^b JOINT RESEARCH CENTRE   (Italy)

Author keywords

Algorithm development; Ocean color remote sensing; Regional algorithms

Indexed keywords

ABSORPTION CO-EFFICIENT; ALGORITHM DEVELOPMENT; ATMOSPHERIC CORRECTIONS; BIO-OPTICAL PROPERTIES; MEDIUM RESOLUTION IMAGING SPECTROMETERS; MULTI LAYER PERCEPTRON; OCEAN COLOR REMOTE SENSING; REMOTE-SENSING REFLECTANCE;

ALGORITHMS; REMOTE SENSING; SPACE OPTICS;

COLOR;

ABSORPTION COEFFICIENT; ALGORITHM; COMPARATIVE STUDY; MERIS; OCEAN COLOR; PIGMENT; REFLECTANCE; REMOTE SENSING;

ADRIATIC SEA; ATLANTIC OCEAN; BALTIC SEA; BLACK SEA; MEDITERRANEAN SEA;

EID: 84885123742     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2013.07.029     Document Type: Article

References (46)

1. AA.VV. Reference model for third MERIS level 2 reprocessing: Ocean branch. Tech. Rep. PO-TN-MEL-GS-0026 2011, July, ESA.
2. Antoine D., Morel A. MERIS Algorithm Theoretical Basis Document (ATBD) 2.7 - Atmospheric correction of the MERIS observations over ocean case 1 waters URL. http://envisat.esa.int/instruments/meris/atbd/atbd_2.7.pdf.
3. Babin M., Stramski D., Ferrari G.M., Claustre H., Bricaud A., Obolensky G., et al. Variations in the light absorption coefficients of phytoplankton, nonalgal particles, and dissolved organic matter in coastal waters around Europe. Journal of Geophysical Research 2003, Jul, 108(C7):3211.
4. Behrenfeld M.J., ÓMalley R.T., Siegel D.A., McClain C.R., Sarmiento J.L., Feldman G.C., et al. Climate-driven trends in contemporary ocean productivity. Nature 2006, 444(7120):752-755.
5. Berthon J.F., Mélin F., Zibordi G. Ocean colour remote sensing of the optically complex European seas. Remote Sensing of the European Seas. Earth and Environmental Science 2008, 35-52. Springer Netherlands, Dordrecht, (Ch. 3). V. Barale, M. Gade (Eds.).
6. Berthon J.-F., Zibordi G., Doyle J.P., Grossi S., van der Linde D., Targa C. Coastal Atmosphere and Sea Time Series (CoASTS): Data analysis. Vol. 20 of SeaWiFS Postlaunch Technical Report. NASA Goddard Space Flight Center, TM-2002-206892, Greenbelt, MD 2002, 1-25.
7. Bishop C.M. Novelty detection and neural network validation. IEE Proceedings - Vision, Image and Signal Processing 1994, 141:217-222.
8. Bishop C.M. Neural Networks for Pattern Recognition 1995, Oxford University Press.
9. Buiteveld H., Hakvoort J.H.M., Donze M. The optical properties of pure water. Ocean Optics XII 1994, Vol. 2258:174-183. SPIE.
10. Campbell J.W. The lognormal distribution as a model for the bio-optical variability in the sea. Journal of Geophysical Research 1995, 100:237-254.
11. D'Alimonte D. Detection of mesoscale eddy-related structures through Iso-SST patterns. IEEE Geoscience and Remote Sensing Letters 2009, 6(2):189-193.
12. D'Alimonte D., Cornford D. Outlier detection with partial information: Application to emergency mapping. Stochastic Environmental Research and Risk Assessment 2008, 22(5):613-620.
13. D'Alimonte D., Mélin F., Zibordi G., Berthon J.-F. Use of the novelty detection technique to identify the range of applicability of empirical ocean colour algorithms. IEEE Transactions on Geoscience and Remote Sensing 2003, 41:2833-2843.
14. D'Alimonte D., Shybanov E.B., Zibordi G., Kajiyama T. Regression of in-water radiometric profile data. Optics Express 2013, (in press).
15. D'Alimonte D., Zibordi G. Phytoplankton determination in an optically complex coastal region using a multilayer perceptron neural network. IEEE Transactions on Geoscience and Remote Sensing 2003, 41(12):2861-2868.
16. D'Alimonte D., Zibordi G., Berthon J.-F. Determination of CDOM and NPPM absorption coefficient spectra from coastal water remote sensing reflectance. IEEE Transactions on Geoscience and Remote Sensing 2004, August, 42(8):1770-1777.
17. D'Alimonte D., Zibordi G., Berthon J.-F., Canuti E., Kajiyama T. Bio-optical algorithms for European seas: Performance and applicability of neural-net inversion schemes. Tech. Rep. JRC66326, JRC-IES Scientific and Technical Reports 2011, (URL http://publications.jrc.ec.europa.eu/repository/handle/111111111/22406).
18. D'Alimonte D., Zibordi G., Berthon J.-F., Canuti E., Kajiyama T. Performance and applicability of bio-optical algorithms in different European seas. Remote Sensing of Environment 2012, 124(0):402-412. (URL http://www.sciencedirect.com/science/article/pii/S0034425712002258).
19. D'Alimonte D., Zibordi G., Kajiyama T., Cunha J.C. Monte Carlo code for high spatial resolution ocean color simulations. Applied Optics 2010, 49(26):4936-4950. (URL http://ao.osa.org/abstract.cfm?URI=ao-49-26-4936).
20. Doerffer R. MERIS Algorithm Theoretical Basis Document (ATBD) 2.25 - Alternative atmospheric correction procedure for case 2 water remote sensing using MERIS URL. http://envisat.esa.int/instruments/meris/atbd/abtd_2.25_v1.0.pdf.
21. Dransfeld S., Tatnall A., Robinson I., Mobley C. Neural network training: Using untransformed or log-transformed training data for the inversion of ocean colour spectra?. International Journal of Remote Sensing 2006, 27(10):2011-2016. (cited By (since 1996) 1).
22. Gordon H.R. In-orbit calibration strategy for ocean color sensors. Remote Sensing of Environment 1998, 63(3):265-278. (URL http://www.sciencedirect.com/science/article/pii/S0034425797001636).
23. Haykin S. Neural Networks: A Comprehensive Foundation 1994, Macmillan, New York.
24. Jollife I.T. Principal Component Analysis 1986, Springer, New York.
25. Kajiyama T., D'Alimonte D., Cunha J.C. Performance prediction of ocean color Monte Carlo simulations using multi-layer perceptron neural networks. Procedia Computer Science 2011, Vol. 4:2186-2195. ICCS, (URL http://www.sciencedirect.com/science/article/pii/S1877050911002973).
26. Kajiyama T., D'Alimonte D., Zibordi G. Regional algorithms for European seas: A case study based on MERIS data. IEEE Geoscience and Remote Sensing Letters 2013, March, 10(2):283-287.
27. Kajiyama T., D'Alimonte, D., Zibordi G. Match-up analysis of MERIS radiometric data in the Northern Adriatic Sea. IEEE Geoscience and Remote Sensing Letters 2013, (accepted for publication).
28. Mélin F., Vantrepotte V., Clerici M., D'Alimonte D., Zibordi G., Berthon J.F., et al. Multi-sensor satellite time series of optical properties and chlorophyll-a concentration in the Adriatic Sea. Progress in Oceanography 2011, November, 91(3):229-244.
29. MERIS Quality Working Group MERIS 3rd data reprocessing: Software and ADF updates. Ref. A879.NT.008. ACRI-ST URL. http://earth.eo.esa.int/pcs/envisat/meris/documentation/meris_3rd_reproc/MERIS_3rd_Reprocessing_Changes.pdf.
30. Morel A., Antoine D. Pigment index retrieval in case 1 waters. Algorithm Theoretical Basis Document PO-TN-MEL-GS-0005 2007, Laboratoire dOcéanographie de Villefranche.
31. Morel A., Antoine D., Gentili B. Bidirectional reflectance of oceanic waters: Accounting for Raman emission and varying particle scattering phase function. Applied Optics 2002, 41:6289-6306.
32. Nabney I.T. Netlab: Algorithms for Pattern Recognition 2001, Springer-Verlag, London.
33. Osher S.J., Fedkiw R.P. Level Set Methods and Dynamic Implicit Surfaces 2002, October, Springer.
34. Philip W.B., Scott C.D. Modelling regional responses by marine pelagic ecosystems to global climate change. Geophysical Research Letters 2002, August, 29(16):1806. 10.1029/2001GL014130.
35. Pope R.M., Fry E.S. Absorption spectrum (380-700nm) of pure water: II. Integrating cavity measurements. Applied Optics 1997, 36:8710-8723.
36. Sarmiento J.L., Slater R., Barber R., Bopp L., Doney S.C., Hirst A.C., et al. Response of ocean ecosystems to climate warming. Global Biogeochemical Cycles 2004, 18:23. 10.1029/2003GB002134.
37. Sathyendranath S. Remote sensing of ocean colour in coastal, and other optically-complex waters. International Ocean-Colour Coordinating Group, IOCCG Report NUMBER 3 2000.
38. Siegel H. Empirical algorithms for the determination of chlorophyll by remote sensing methods. Beitrage zur Meereskunde 1991, 62:69-78.
39. Siegel H., Gerth M., Beckert M. Variation of optical properties in the Baltic Sea and algorithms for the application of remote sensing data. Ocean Optics XII 1994, Vol. 2258:894-905.
40. Tassan S., Ferrari G. An alternative approach to absorption measurements of aquatic particles retained on filters. Limnology and Oceanography 1995, 40:1358-1368.
41. Zibordi G., Berthon J.-F., Doyle J.P., Grossi S., van der Linde D., Targa C., et al. Coastal Atmosphere and Sea Time SERIES (CoASTS): A long-term measurement program. Vol. 19 of SeaWiFS Postlaunch Technical Report SERIES. NASA Goddard Space Flight Center, TM-2001-206892, Greenbelt, MD 2002, 1-29.
42. Zibordi G., Berthon J.-F., Mélin F., D'Alimonte D. Cross-site consistent in situ measurements for satellite ocean color applications: The BiOMaP radiometric dataset. Remote Sensing of Environment 2011, August, 115(8):2104-2115.
43. Zibordi G., D'Alimonte D., Berthon J.-F. An evaluation of depth resolution requirements for optical profiling in coastal waters. Journal of Atmospheric and Oceanic Technology 2004, 21(7):1059-1073.
44. Zibordi G., Holben B., Slutsker I., Giles D., D'Alimonte D., Mélin F., et al. AERONET-OC: A network for the validation of ocean color primary radiometric products. Journal of Atmospheric and Oceanic Technology 2009, 26(8):1634-1651.
45. Zibordi G., Mélin F., Berthon J.-F. Comparison of SeaWiFS, MODIS and MERIS radiometric products at a coastal site. Geophysical Research Letters 2006, 33:L06617.
46. Zibordi G., Mélin F., Berthon J.-F., Canuti E. Assessment of MERIS ocean color data products for European seas. Ocean Science Discussions 2013, 10(1):219-259. (URL http://www.ocean-sci-discuss.net/10/219/2013/).