336
Views
10
CrossRef citations to date
0
Altmetric
Original Articles

Simultaneous retrieval of CO2 and aerosols in a plume from hyperspectral imagery: application to the characterization of forest fire smoke using AVIRIS data

, , &
Pages 6837-6864 | Received 11 May 2012, Accepted 22 Feb 2013, Published online: 25 Jun 2013

References

  • Akimoto , H. 2003 . Global Air Quality and Pollution . Science , 302 : 1716 – 1719 .
  • Alakian , A. , Marion , R. and Briottet , X. 2008 . Hyperspectral Remote Sensing of Aerosol Plumes: A Semianalytical Model . Applied Optics , 47 : 1851 – 1866 .
  • Alakian , A. , Marion , R. and Briottet , X. 2009 . Retrieval of Microphysical and Optical Properties in Aerosol Plumes with Hyperspectral Imagery: L-APOM Method . Remote Sensing of Environment , 113 : 781 – 793 .
  • Alder-Golden , S. M. , Berk , A. , Bernstein , L. S. , Richtmeier , S. C. , Acharya , P. K. , Matthew , M. W. , Anderson , G. P. , Allred , C. L. , Jeong , L. S. and Chetwynd , J. H. FLAASH, a MODTRAN4 Atmospheric Correction Package for Hyperspectral Data Retrievals and Simulations . 1998 AVIRIS Geoscience Workshop . Pasadena , CA . Jet Propulsion Laboratory .
  • Barducci , A., S. , Baronti , R. , Carla , D. , Guzzi , C. , Lastri , P. , Marcoionni , Nardino , V. , Pippi , I. , Garzelli , A. and Alparone , L. Advanced Methodologies for the Analysis, Integration and Optimization of Prisma Mission Products . Proceedings of the Hyperspectral Workshop 2010 . Friscati . March 17–19 .
  • Bohren , C. F. and Huffman , D. R. 1983 . Absorption and Scattering of Light by Small Particles , New York : Wiley .
  • Bojinski , S. , Schläpfer , D. , Schaepman , M. E. and Keller , J. 2002 . Aerosol Mapping over Rugged Heterogeneous Terrain with Imaging Spectrometer Data . Imaging Spectrometry VIII, Proceedings of the SPIE , 4816 : 108 – 119 .
  • Chandrasekhar , S. 1960 . Radiative Transfer , New York : Dover .
  • Cocks , T. , Jenssen , R. , Stewart , A. , Wilson , I. and Shields , T. The Hymap Airborne Hyperspectral Sensor: The System, Calibration and Performance . Proceedings of the First EARSEL Workshop on Imaging Spectroscopy . Zurich, October 6–8 .
  • De Miguel , A. , Bachman , M. , Makasy , C. , Müller , A. , Müller , R. , Neumann , A. , Palubinskas , G. , Richter , R. , Schneider , M. , Storch , T. , Walzel , T. , Wang , X. , Heege , T. and Kiselev , V. 2010 . Processing and Calibration Activities of the Future Hyperspectral Satellite Mission EnMap” . Proceedings of the Hyperspectral Workshop 2010 . March 17–19 2010 , Frascati .
  • Dennison , P. E. 2006 . Fire Detection in Imaging Spectrometer Data Using Atmospheric Carbon dioxide Absorption . International Journal of Remote Sensing , 27 : 3049 – 3055 .
  • Gassò , S. and Hegg , D. A. 1997 . Comparison of Columnar Aerosol Optical Properties Measured by the MODIS Airborne Simulator with In Situ Measurements: A Case Study . Remote Sensing of Environment , 65 : 227 – 248 .
  • Gimeno-Garcia , E. , Andreu , V. and Rubio , J. L. 2004 . Spatial Patterns of Soil Temperatures During Experimental Fires . Geoderma , 118 : 17 – 38 .
  • Goody , R. M. and Yung , Y. L. 1989 . Atmospheric Radiation – Theoretical Basis , New York : Oxford University Press .
  • Green , R. O. , Carrère , V. and Conel , J. E. Measurement of Atmospheric Water Vapour Using the Airborne Visible/Infrared Imaging Spectrometer . Proceedings of ASPRS conference on Image Processing ′89, Reno, NV, April 23–26 .
  • Green , R. O. , Eastwood , M. L. , Sarture , C. M. , Chrien , T. G. , Aronsson , M. , Chippendale , B. J. , Faust , J. A. , Pavri , B. E. , Chovit , C. J. , Solis , M. , Olah , M. R. and Williams , O. 1998 . Imaging spectroscopy and the airborne visible/infrared imaging spectrometer (AVIRIS) . Remote Sensing of Environment , 65 : 227 – 248 .
  • Guanter , L. , ómez-Chova , L. G and Moreno , J. 2008 . Coupled Retrieval of Aerosol Optical Thickness, Columnar Vapour and Surface Reflectances Maps from ENVISAT/MERIS Data over Land . Remote Sensing of Environment , 112 : 2898 – 2913 .
  • Hackwell , J. A. , Warren , D. W. , Bongiovi , R. P. , Hansel , S. J. , Hayhurst , T. L. , Mabry , D. J. , Sivjee , M. and Skinner , J. W. 1996 . LWIR/MWIR Imaging Hyperspectral Sensor for Airborne and Ground-Based Remote Sensing . SPIE , 2819 : 102 – 107 .
  • Heasler , P. , Posse , C. , Hylden , J. and Anderson , K. 2007 . Nonlinear Bayesian Algorithms for Gas Plume Detection and Estimation from Hyperspectral Thermal Image Data . Sensors , 7 : 905 – 920 .
  • Heidinger , A. K. and Stephens , G. L. 2000 . Molecular Line Absorption in a Scattering Atmosphere. Part II: Application to Remote Sensing in the O2 A Band . Journal of the Atmospheric Sciences , 57 : 1615 – 1634 .
  • Hirsch , E. and Agassi , E. 2007 . Detection of Gaseous Plumes in IR Hyperspectral Images Using Hierarchical Clustering . Applied Optics , 46 : 6368 – 6374 .
  • Hobbs , P. V. , Reid , J. S. , Herring , J. A. , Nance , J. D. , Weiss , R. E. , Ross , J. L. , Hegg , D. A. , Ottmar , R. D. and Liousse , C. 1996 . “ Particle and Trace-Gas Measurements in the Smoke from Prescribed Burns of Forest Products in the Pacific Northwest ” . In Biomass Burning and Global Change , Edited by: Levine , J. S. Vol. 2 , 697 – 715 . Cambridge , MA : MIT Press .
  • Kaufman , Y. J. , Remer , L. A. , Ottmar , R. D. , Ward , D. E. , Li , R. R. , Kleidman , R. , Fraser , R. S. , Flynn , L. , McDougal , D. and Shelton , G. 1996 . “ Relationship Between Remotely Sensed Fire Intensity and Rate Emission of Smoke: SCAR-C Experiment ” . In Biomass Burning and Global Change , Edited by: Levine , J. S . Vol. 2 , 685 – 696 . Cambridge , MA : MIT Press .
  • Kaufman , Y. J. , Wald , A. , Remer , L. , Gao , B. , Li , R. and Flynn , L. 1997 . The MODIS 2.1 μm Channel Correlation with Visible Reflectance for Use in Remote Sensing of Aerosol . IEEE Transactions on Geoscience and Remote Sensing , 35 : 1286 – 1297 .
  • King , M. D. , Kaufman , Y. J. , Tanré , D. and Nakajima , T. 1999 . Remote Sensing of Tropospheric Aerosols from Space: Past, Present and Future . Bulletin of the American Meteorological Society , 80 : 2229 – 2259 .
  • Kneizys , F. X. , Abreu , L. W. , Anderson , G. P. , Chetwynd , J. H. , Shettle , E. P. , Berk , A. , Bernstein , L. S. , Robertson , D. C. , Acharya , P. , Rothman , L. S. , Selby , J. E. A. , Gallery , W. O. and Clough , S. A. 1996 . The MODTRAN 2/3 Report and LOWTRAN 7 MODEL , Tech. rep., Prepared by Ontar Corporation for PL/GPOS .
  • Laj , P. , Klausen , J. , Bilde , M. , Plaß-Duelmer , C. , Pappalardo , G. , Clerbaux , C. , Baltensperger , U. , Hjorth , J. , Simpson , D. , Reimann , S. , Coheur , P.-F. , Richter , A. , De Mazière , M. , Rudich , Y. , McFiggans , G. , Torseth , K. , Wiedensohler , A. , Morin , S. , Schulz , M. , Allan , J. D. , Attié , J.-L. , Barnes , I. , Birmili , W. , Cammas , J. P. , Dommen , J. , Dorn , H.-P. , Fowler , D. , Fuzzi , S. , Glasius , M. , Granier , C. , Hermann , M. , Isaksen , I. S. A. , Kinne , S. , Koren , I. , Madonna , F. , Maione , M. , Massling , A. , Moehler , O. , Mona , L. , Monks , P. S. , Müller , D. , Müller , T. , Orphal , J. , Peuch , V.-H. , Stratmann , F. , Tanré , D. , Tyndall , G. , Abo Riziq , A. , Van Roozendael , M. , Villani , P. , Wehner , B. , Wex , H. and Zardini , A. A. 2009 . Measuring Atmospheric Composition Change . Atmospheric Environment , 43 : 5351 – 5414 .
  • Mallet , M. , Roger , J. C. , Despiau , S. , Dubovik , O. and Putaud , J. P. 2003 . Microphysical and Optical Properties of Aerosol Particles in Urban Zone During ESCOMPTE . Atmospheric Research , 69 : 73 – 97 .
  • Marion , R. , Michel , R. and Faye , C. 2004 . Measuring Trace Gases in Plumes from Hyperspectral Remotely Sensed Data . IEEE Transactions , 42 : 854 – 864 .
  • Marquardt , D. W. 1963 . An Algorithm for Least-Squares Estimation of Nonlinear Parameters . SIAM Journal of Applied Mathematics , 11 : 431 – 441 .
  • Martins , J. V. , Artaxo , P. , Hobbs , P. V. , Liousse , C. , Cachier , H. , Kaufman , Y. J. and Plana-Fattori , A. 1996 . “ Particle Size Distribution, Elemental Compositions, Carbon Measurements and Optical Properties of Smoke from Biomass Burning in the Pacific Northwest of the United States ” . In Biomass Burning and Global Change , Edited by: Levine , J. S. Vol. 2 , 716 – 732 . Cambridge , MA : MIT Press .
  • Michel , S. , Lefevre-Fonollosa , M.-J. and Hosford , S. HYPXIM – A Hyperspectral Satellite Defined for Science, Security and Defence Users . Proceedings of the Hyperspectral Workshop 2010, Frascati, March 17–19 .
  • Mie , G. 1908 . Beiträge zur Optik trüber Medien, speziell kolloidaler Metalllösungen . Annals of Physics , 25 : 377 – 445 .
  • Monks , P. S. , Granier , C. , Fuzzi , S. , Stohl , A. , Williams , M. L. , Akimoto , H. , Amann , M. , Baklanov , A. , Baltensperger , U. , Bey , I. , Blake , N. , Blake , R. S. , Carslaw , K. , Cooper , O. R. , Dentener , F. , Fowler , D. , Fragkou , E. , Frost , G. J. , Generoso , S. , Ginoux , P. , Grewe , V. , Guenther , A. , Hansson , H. C. , Henne , S. , Hjorth , J. , Hofzumahaus , A. , Huntrieser , H. , Isaksen , I. S. A. , Jenkin , M. E. , Kaiser , J. , Kanakidou , M. , Klimont , Z. , Kulmala , M. , Laj , P. , Lawrence , M. G. , Lee , J. D. , Liousse , C. , Maione , M. , McFiggans , G. , Metzger , A. , Mieville , A. , Moussiopoulos , N. , Orlando , J. J. , O'Dowd , C. D. , Palmer , P. I. , Parrish , D. D. , Petzold , A. , Platt , U. , Pöschl , U. , Prévôt , A. S. H. , Reeves , C. E. , Reimann , S. , Rudich , Y. , Sellegri , K. , Steinbrecher , R. , Simpson , D. , ten Brink , H. , Theloke , J. , van der Werf , G. R. , Vautard , R. , Vestreng , V. , Vlachokostas , Ch. and von Glasow , R. 2009 . Atmospheric Composition Change – Global and Regional Air Quality . Atmospheric Environment , 43 : 5268 – 5350 .
  • O'Donnell , E. M. , Messinger , D. W. , Savaggio , C. and Schott , J. R. 2004 . Identification and Detection of Gaseous Effluent from Hyperspectral Imagery Using Invariant Algorithms . SPIE , 5425 : 573 – 582 .
  • Pearlman , J. , Carman , S. , Lee , P. , Liao , L. and Segal , C. Hyperion Imaging Spectrometer on the New Millennium Program Earth Orbiter-1 System . Proceedings of the International Symposium on Spectral Sensing Research, Systems and Sensors for the new millennium, Las Vegas, NV, October 31–November 4 .
  • Reid , J. S. , Koppmann , R. , Eck , T. F. and Eleuterio , D. P. 2004 . A Review of Biomass Burning Emissions Part II: Intensive Physical Properties of Biomass Burning Particles . Atmospheric Chemistry and Physics Discussion , 4 : 5135 – 5200 .
  • Schläpfer , D. , Borel , C. C. , Keller , J. and Itten , K. I. 1998 . Atmospheric Precorrected Differential Absorption Technique to Retrieve Columnar Water Vapor . Remote Sensing of Environment , 65 : 353 – 366 .
  • Sivaraman , C. , Turner , D. D. and Flynn , C. J. Techniques and Methods Used to Determine the Aerosol Best Estimate Value-Added Product at SGP Central Facility . Proceedings of the 14th ARM Science Team Meeting, Albuquerque, NM, March 22–26 .
  • Spinetti , C. , Carrère , V. , Buongiorno , M. F. , Sutton , A. J. and Elias , T. 2008 . Carbon Dioxide of PuùÒò Volcanic Plume at Kilauea Retrieved by AVIRIS Hyperspectral Data . Remote Sensing of Environment , 112 : 3192 – 3199 .
  • Stamnes , K. , Tsay , S. C. , Wiscombe , W. and Jayaweera , K. 1988 . Numerically Stable Algorithm for Discrete-Ordinate-Method Radiative Transfer in Multiple Scattering and Emitting Layered Media . Applied Optics , 27 : 2502 – 2509 .
  • Stephens , G. L. and Heidinger , A. K. 2000 . Molecular Line Absorption in a Scattering Atmosphere. Part I: Theory . Journal of the Atmospheric Sciences , 57 : 1599 – 1614 .
  • Tanré , D. and Herman , M. 1996 . Information on Aerosol Size Distribution Contained in Solar Reflected Spectral Radiances . Journal of Geophysical Research , 101 : 19043 – 19060 .
  • Tanré , D. , Kaufman , Y. J. , Herman , M. and Attoo , S. 1997 . Remote Sensing of Aerosol Properties over Oceans Using the MODIS/EOS Spectral Radiances . Journal of Geophysical Research , 102: 16971–16988
  • Trentmann , J. , Andreae , M. O. , Graf , H. F. , Hobbs , P. V. , Ottmar , R. D. and Trautmann , T. 2002 . Simulation of a Biomass Burning Plume: Comparison of Model Results with Observations . Journal of Geophysical Research , 107 : AAC 5-1 – AAC 5-15 .
  • Vallières , A. , Villemaire , A. , Chamberland , M. , Belhumeur , L. , Farley , V. , Girous , J. and Legault , J.-F. 2005 . Algorithms for Chemical Detection, Identification and Quantification for Thermal Hyperspectral Imagers . Proceedings of the SPIE 5995, Chemical and Biological Standoff Detection III, 59950G; November 8. doi:10.1117/12.632114. ,
  • Volz , F. E. 1983 . Infrared Optical Constants of Aerosols at Some Locations . Applied Optics , 22 : 3690 – 3700 .
  • Wong , M. S. , Nichol , J. E. and Lee , K. H. 2011 . Operational MODIS Aerosol Retrieval Algorithm in High Spatial Resolution, Validation, and Application over Complex Urban Region . Atmospheric Research , 99 : 579 – 589 .
  • Zagolski , F. and Santer , R. Coupling Oxygen Absorption at 761.75 nm with Scattering Based on the Primary Scattering Approximation – Potential Application for Cirrus Cloud Detection over Ocean . Proceedings of the 2004 Envisat & ERS Symposium, Salzburg, September 6–10 .

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.