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Validation of SeaWiFS and MODIS Aqua/Terra aerosol products in coastal regions of European marginal seas

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Warianty tytułu
Języki publikacji
PL
Abstrakty
EN
The aerosol products associated with the ocean colour missions SeaWiFS and MODIS (both Aqua and Terra) are assessed with AERONET field measurements collected in four European marginal seas for which fairly large uncertainties in ocean colour in-water products have been documented: the northern Adriatic, the Baltic, Black and North Seas. On average, more than 500 match-ups are found for each basin and satellite mission, showing an overall consistency of validation statistics across the three missions. The median absolute relative difference between satellite and field values of aerosol optical thickness ?a at 443 nm varies from 12% to 15% for the three missions at the northern Adriatic and Black Sea sites, and from 13% to 26% for the Baltic and North Sea sites. It is in the interval 16-31% for the near-infrared band. The spectral shape of ?ais well reproduced with a median bias of the Ängström exponent varying between -15% and +14%, which represents a clear improvement with respect to previous versions of the atmospheric correction scheme. These results show that the uncertainty associated with ?a in the considered coastal waters of the European marginal seas is comparable to global validation statistics.
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Czasopismo
Rocznik
Strony
27--51
Opis fizyczny
Bibliogr. 47 poz., tab., wykr.
Twórcy
autor
autor
autor
autor
autor
  • European Commission - Joint Research Centre, Institute for Environment and Sustainability TP272, Ispra, 21027, Italy
Bibliografia
  • 1.Ahmad Z., Franz B.A., McClain C.R., Kwiatkowska E. J., Werdell P. J., Shettle E.P., Holben B.N., 2010, New aerosol models for the retrieval of aerosol optical thickness and normalized water-leaving radiances from the SeaWiFS and MODIS sensors over coastal regions and open oceans, Appl. Opt., 49 (9), 5545-5560, http://dx.doi.org/10.1364/AO.49.005545
  • 2.Ansmann A., Bösenberg J., Chaikovsky A., Comerón A., Eckhardt S., Eixmann R., Freudenthaler V., Ginoux P., Komguem L., Linné H., López Márquez M. A., Matthias V., Mattis I., Mitev V., Müller D., Music S., Nickovic S., Pelon J., Sauvage L., Sobolewsky P., Srivastava M. K., Stohl A., Torres O., Vaughan G., Wandinger U., Wiegner M., 2003, Long-range transport of Saharan dust to northern Europe: The 11-16 October 2001 outbreak observed with EARLINET, J. Geophys. Res., 108 (D24), 4783, http://dx.doi.org/10.1029/2003JD003757
  • 3.Bailey S.W., Franz B.A., Werdell P. J., 2010, Estimation of near-infrared waterleaving reflectance for satellite ocean color data processing, Opt. Exp., 18 (7), 7521-7527, http://dx.doi.org/10.1364/OE.18.007521
  • 4.Bailey S.W., Werdell P. J., 2006, A multi-sensor approach for the on-orbit validation of ocean color satellite data products, Remote Sens. Environ., 102 (1-2), 12-23, http://dx.doi.org/10.1016/j.rse.2006.01.015
  • 5.Blondeau-Patissier D., Tilstone G.H., Martinez-Vicente V., Moore G. F., 2004, Comparison of bio-physical marine products from SeaWiFS, MODIS and a bio-optical model with in situ measurements from Northern European waters, J. Opt. A.Pure Appl. Op., 6 (9), 875-889, http://dx.doi.org/10.1088/1464-4258/6/9/010
  • 6.Bréon F.-M., Vermeulen A., Descloitres J., 2011, An evaluation of satellite aerosol products against sunphotometer measurements, Remote Sens. Environ., 115 (12), 3102-3111, http://dx.doi.org/10.1016/j.rse.2011.06.017
  • 7.Bulgarelli B., Mélin F., Zibordi G., 2003, SeaWiFS-derived products in the Baltic Sea: performance analysis of a simple atmospheric correction algorithm, Oceanologia, 45 (4), 655-677.
  • 8.Carlund T., Håkansson B., Land P., 2005, Aerosol optical depth over the Baltic Sea derived from AERONET and SeaWiFS measurements, Int. J. Remote Sens., 26 (2), 233-245, http://dx.doi.org/10.1080/01431160410001720306
  • 9.Clerici M., Mélin F., 2008, Aerosol direct radiative effect in the Po Valley region derived from AERONET measurements, Atmos. Chem. Phys., 8 (16), 4925-4946, http://dx.doi.org/10.5194/acp-8-4925-2008
  • 10.Darecki M., Stramski D., 2004, An evaluation of MODIS and SeaWiFS biooptical algorithms in the Baltic Sea, Remote Sens. Environ., 89 (3), 326-350, http://dx.doi.org/10.1029/2011JD016815
  • 11.Derimian Y., Dubovik O., Tanré D., Goloub P., Lapyonok T., Mortier A., 2012, Optical properties and radiative forcing of the Eyjafjallajökull volcanic ash layer observed over Lille, France, in 2010, J. Geophys. Res., 117 (D9), D00U25, http://dx.doi.org/10.1029/2011JD016815
  • 12.Ebert M., Weinbruch S., Hoffmann P., Ortner H.M., 2000, Chemical characterization of North Sea aerosol particles, J. Aerosol Sci., 31 (5), 613-632, http://dx.doi.org/10.1016/S0021-8502(99)00549-2
  • 13.Eck T. F., Holben B. N., Reid J. S., Dubovik O., Smirnov A., O'Neill N. T., Slutsker I., Kinne S., 1999, The wavelength dependence of the optical depth of biomass burning, urban and desert dust aerosols, J. Geophys. Res., 104 (D24), 31333-31350, http://dx.doi.org/10.1029/1999JD900923
  • 14.Esaias W. E., Abbott M.R., Barton I., Brown O. B., Campbell J.W., Carder K.L., Clark D.K., Evans R.H., Hoge F.E., Gordon H.R., Balch W.M., Letelier R., Minnett P. J., 1998, An overview of MODIS capabilities for ocean science observations, IEEE Trans. Geosci. Remote Sens., 36 (4), 1250-1265, http://dx.doi.org/10.1109/36.701076
  • 15.Franz B.A., Bailey S.W., Werdell P. J., McClain C.R., 2007, Sensor-independent approach to the vicarious calibration of satellite ocean color radiometry, Appl. Opt., 46 (22), 5068-5082, http://dx.doi.org/10.1364/AO.46.005068
  • 16.Fu G., Baith K. S., McClain C.R., 1998, SeaDAS: The SeaWiFS data analysis system, Proc. 4th Pacific Ocean Remote Sens. Conf., Qingdao, China, July 28-31, 1998, 73-79.
  • 17.Gordon H.R., Wang M., 1994, Retrieval of water-leaving radiance and aerosol optical thickness over the oceans with SeaWiFS: a preliminary algorithm, Appl. Opt., 33 (3), 443-452, http://dx.doi.org/10.1364/AO.33.000443
  • 18.Holben B. N., Eck T. F., Slutsker I., Tanré D., Buis J.P., Setzer A., Vermote E., Reagan J.A., Kaufman Y. J., Nakajima T., Lavenu F., Jankowiak I., Smirnov A., 1998, AERONET - a federated instrument network and data archive for aerosol characterization, Remote Sens. Environ., 66 (1), 1-16, http://dx.doi.org/10.1016/S0034-4257(98)00031-5
  • 19.Kahn R.A., Gaitley B. J., Garay M. J., Diner D. J., Eck T. F., Smirnov A., Holben B.N., 2010, Multiangle Imaging SpectroRadiometer global aerosol product assessment by comparison with the Aerosol Robotic Network, J. Geophys. Res., 115, D23209, http://dx.doi.org/10.1029/2010JD014601
  • 20.Koelemeijer R.B.A., Homan C.D., Matthijsen J., 2006, Comparison of spatial and temporal variations of aerosol optical thickness and particulate matter over Europe, Atmos. Environ., 40 (27), 5304-5315, http://dx.doi.org/10.1016/j.atmosenv.2006.04.044
  • 21.Kuśmierczyk-Michulec J., de Leeuw G., Moerman M.M., 2007, Physical and optical aerosol at the Dutch North Sea coast based on AERONET observations, Atmos. Chem. Phys., 7 (13), 3481-3495, http://dx.doi.org/10.5194/acp-7-3481-2007
  • 22.Lavender S. J., Pinkerton M.H., Froidefond J.-M., Morales J., Aiken J., Moore G. F., 2004, SeaWiFS validation in European coastal waters using optical and bio-geochemical measurements, Int. J. Remote Sens., 25 (7-8), 1481-1488, http://dx.doi.org/10.1080/01431160310001592481
  • 23.Marmer E., Langmann B., Fagerli H., Vestreng V., 2007, Direct shortwave radiative forcing of sulfate aerosol over Europe from 1900 to 2000, J. Geophys. Res., 112, D23S17, http://dx.doi.org/10.1029/2006JD008037
  • 24.Mattis I., Ansmann A., Wandinger U., Müller D., 2003, Unexpectedly high aerosol load in the free troposphere over central Europe in spring/summer 2003, Geophys. Res. Lett., 30 (22), 2178, http://dx.doi.org/10.1029/2003GL018442
  • 25.McArthur L. J. B., Halliwell D.H., Niebergall O. J., O'Neill N. T., Slusser J.R., Wehrli C., 2003, Field comparison of network Sun photometers, J. Geophys. Res., 108 (D19), 4596, http://dx.doi.org/10.1029/2002JD002964
  • 26.McClain C.R., Cleave M. L., Feldman G. C., Gregg W. W., Hooker S.B., Kuring N., 1998, Science quality SeaWiFS data for global biosphere research, Sea Tech., 39, 10-16.
  • 27.Mélin F., Clerici M., Zibordi G., Bulgarelli B., 2006, Aerosol variability in the Adriatic Sea from automated optical field measurements and SeaWiFS, J. Geophys. Res., 111, D22201, http://dx.doi.org/10.1029/2006JD007226
  • 28.Mélin F., Clerici M., Zibordi G., Holben B.N., Smirnov A., 2010, Validation of SeaWiFS and MODIS aerosol products with globally distributed AERONET data, Remote Sens. Environ., 114 (2), 230-250, http://dx.doi.org/10.1016/j.rse.2009.09.003
  • 29.Mélin F., Zibordi G., 2005, Aerosol variability in the Po Valley analyzed from automated optical measurements, Geophys. Res. Lett., 32 (3), L03810, http://dx.doi.org/10.1029/2004GL021787
  • 30.Mélin F., Zibordi G., Berthon J.-F., 2007a, Assessment of satellite ocean color products at a coastal site, Remote Sens. Environ., 110 (2), 192-215, http://dx.doi.org/10.1016/j.rse.2007.02.026
  • 31.Mélin F., Zibordi G., Berthon J.-F., 2012, Uncertainties in remote sensing reflectance from MODIS-Terra, IEEE Geosci. Remote Sens. Lett., 9 (3), 432-436, http://dx.doi.org/10.1109/LGRS.2011.2170659
  • 32.Mélin F., Zibordi G., Berthon J.-F., Bailey S.W., Franz B.A., Voss K. J., Flora S., Grant M., 2011, Assessment of MERIS reflectance data as processed with SeaDAS over the European seas, Opt. Exp., 19 (25), 25657-25671, http://dx.doi.org/10.1364/OE.19.025657
  • 33.Mélin F., Zibordi G., Djavidnia S., 2007b, Development and validation of a technique for merging satellite derived aerosol optical depth from SeaWiFS and MODIS, Remote Sens. Environ., 108 (4), 436-450, http://dx.doi.org/10.1016/j.rse.2006.11.026
  • 34.Mélin F., Zibordi G., Holben B.N., 2013, Assessment of the aerosol products from the SeaWiFS and MODIS ocean color missions, IEEE Geosci. Remote Sens. Lett., (in press).
  • 35.O'Neill N.T., Eck T. F., Holben B.N., Smirnov A., Dubovik O., Royer A., 2001, Bimodal size distribution influences on the variation of Ångströ m derivatives in spectral and optical depth space, J. Geophys. Res., 106 (D9), 9787-9806, http://dx.doi.org/10.1029/2000JD900245
  • 36.Remer L.A., Kleidman R. G., Levy R.C., Kaufman Y. J., Tanré D., Mattoo S., Martins J.V., Ichoku C., Koren I., Yu H., Holben B.N., 2008, Global aerosol climatology from the MODIS satellite sensors, J. Geophys. Res., 113, D14S07, http://dx.doi.org/10.1029/2007JD009661
  • 37.Sancak S., Besiktepe S.T., Yilmaz A., Lee M., Frouin R., 2005, Evaluation of SeaWiFS chlorophyll-a in the Black and Mediterranean Seas, Int. J. Remote Sens., 26 (10), 2045-2060, http://dx.doi.org/10.1080/01431160512331337853
  • 38.Schmid B., Michalsky J., Halthore R., Beauharnois M., Harrison L., Livingston J., Russell P., Holben B.N., Eck T. F., Smirnov A., 1999, Comparison of aerosol optical depth from four solar radiometers during the Fall 1997 ARM intensive observation period, Geophys. Res. Lett., 26 (17), 2725-2728, http://dx.doi.org/10.1029/1999GL900513
  • 39.Sciare J., Oikonomou K., Favez O., Liakakou E., Markaki Z., Cachier H., Mihalopoulos N., 2008, Long-term measurements of carbonaceous aerosols in the Eastern Mediterranean: evidence of long-range transport of biomass burning, Atmos. Chem. Phys., 8 (14), 5551-5563, http://dx.doi.org/10.5194/acp-8-5551-2008
  • 40.Shettle E.P., Fenn R.W., 1979, Models for the aerosols of the lower atmosphere and the effects of humidity variations on their optical properties, Environ. Res. Paper, 676, AFGL-TR-79-0214 (U.S. Air Force Geophys. Lab., Hanscom A.F.B., MA), 1-94.
  • 41.Smirnov A., Holben B.N., Eck T. F., Dubovik O., Slutsker I., 2000, Cloud-screening and quality control algorithms for the AERONET database, Remote Sens. Environ., 73 (3), 337-349, http://dx.doi.org/10.1016/S0034-4257(00)00109-7
  • 42.Smirnov A., Holben B.N., Lyapustin A., Slutsker I., Eck T. F., 2004, AERONET processing algorithm refinement, AERONET Workshop, El Arenosillo, Spain, May 10-14, 2004.
  • 43.Toledano C., Cachorro V. E., Gausa M., Stebel K., Aaltonen V., Berjon A., Ortiz de Galisteo J.P., de Frutos A. M., Bennouna Y., Blindheim S., Myhre C. L., Zibordi G., Wehrli C., Kratzer S., Håkansson B., Carlund T., de Leeuw G., Herber A., Torres B., 2012, Overview of sun photometer measurements of aerosol properties in Scandinavia and Svalbard, Atmos. Environ., 52, 18-28, http://dx.doi.org/10.1016/j.atmosenv.2011.10.022
  • 44.Zdun A., Rozwadowska A., Kratzer S., 2011, Seasonal variability in the optical properties of Baltic aerosols, Oceanologia, 53 (1), 7-34, http://dx.doi.org/10.5697/oc.53-1.007
  • 45.Zibordi G., Berthon J.-F., Mélin F., D'limonte D., 2011, Cross-site consistent in situ measurements for satellite ocean color applications: the BiOMaP radiometric dataset, Remote Sens. Environ., 115 (8), 2104-2115, http://dx.doi.org/10.1016/j.rse.2011.04.013
  • 46.Zibordi G., Berthon J.-F., Mélin F., D'limonte D., Kaitala S., 2009, Validation of satellite ocean color primary products at optically complex coastal sites: northern Adriatic Sea, northern Baltic Proper and Gulf of Finland, Remote Sens. Environ., 113 (12), 2574-2591, http://dx.doi.org/10.1016/j.rse.2009.07.013
  • 47.Zibordi G., Mélin F., Berthon J.-F., 2012, Trends in the bias of primary satellite ocean color products at a coastal site, IEEE Geosci. Remote Sens. Lett., 9 (6), 1056-1060, http://dx.doi.org/10.1109/LGRS.2012.2189753
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-article-BUS8-0028-0036
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