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Retrieval of microphysical and optical properties in aerosol plumes with hyperspectral imagery: L-APOM method
Authors:Alexandre Alakian  Rodolphe Marion
Affiliation:a Commissariat à l'Energie Atomique, BP 12, 91680 Bruyères-le-Châtel, France
b Office National d'Etudes et de Recherches Aérospatiales, 2 rue Edouard Belin, 31055 Toulouse, France
Abstract:This paper presents the retrieval method L-APOM which aims at characterizing the microphysical and optical properties of aerosol plumes from hyperspectral images with high spatial resolution. The inversion process is divided into three steps: estimation of the ground reflectance below the plume, characterization of the standard atmosphere (gases and background aerosols) and estimation of the plume aerosols properties. As using spectral information only is not sufficient to insure uniqueness of solutions, original constraints are added by assuming slow spatial variations of particles properties within the plume. The whole inversion process is validated on a large set of simulated images and reveals to remain accurate even in the worst cases of noise: relative estimation errors of aerosol properties remain between 10% and 20% in most cases. L-APOM is applied on a real AVIRIS hyperspectral image of a biomass burning plume for which in situ measurements are available. Retrieved properties appear globally consistent with measurements.
Keywords:Aerosol plumes  Microphysical  Optical properties  Spatial constraints  Hyperspectral image
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