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Applied Optics

Applied Optics

APPLICATIONS-CENTERED RESEARCH IN OPTICS

  • Editor: James C. Wyant
  • Vol. 46, Iss. 22 — Aug. 1, 2007
  • pp: 4879–4889

Regularized algorithm for Raman lidar data processing

Valery Shcherbakov  »View Author Affiliations


Applied Optics, Vol. 46, Issue 22, pp. 4879-4889 (2007)
http://dx.doi.org/10.1364/AO.46.004879


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Abstract

A regularized algorithm that has the potential to improve the quality of Raman lidar data processing is presented. Compared to the conventional scheme, the proposed algorithm has the advantage, which results from the fact that it is based on a well-posed procedure. That is, the profile of the aerosol backscatter coefficient is computed directly, using the explicit relationships, without numerical differentiation. Thereafter, the profile of the lidar ratio is retrieved as a regularized solution of a first-kind Volterra integral equation. Once these two steps have been completed, the profile of the aerosol extinction coefficient is computed by a straightforward multiplication. The numerical simulations demonstrated that the proposed algorithm provides good accuracy and resolution of aerosol profile retrievals. The error analysis showed that the retrieved profiles are continuous functions of the measurement errors and of the a priori information uncertainties.

© 2007 Optical Society of America

OCIS Codes
(010.3640) Atmospheric and oceanic optics : Lidar
(280.1100) Remote sensing and sensors : Aerosol detection
(280.3640) Remote sensing and sensors : Lidar
(290.1350) Scattering : Backscattering
(290.2200) Scattering : Extinction
(290.5860) Scattering : Scattering, Raman

ToC Category:
Scattering

History
Original Manuscript: October 4, 2006
Revised Manuscript: April 19, 2007
Manuscript Accepted: May 5, 2007
Published: July 3, 2007

Citation
Valery Shcherbakov, "Regularized algorithm for Raman lidar data processing," Appl. Opt. 46, 4879-4889 (2007)
http://www.opticsinfobase.org/ao/abstract.cfm?URI=ao-46-22-4879

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