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Applied Optics

Applied Optics

APPLICATIONS-CENTERED RESEARCH IN OPTICS

  • Vol. 41, Iss. 9 — Mar. 20, 2002
  • pp: 1788–1797

Methods for determining regularization for atmospheric retrieval problems

Tilman Steck  »View Author Affiliations


Applied Optics, Vol. 41, Issue 9, pp. 1788-1797 (2002)
http://dx.doi.org/10.1364/AO.41.001788


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Abstract

The atmosphere of Earth has already been investigated by several spaceborne instruments, and several further instruments will be launched, e.g., NASA’s Earth Observing System Aura platform and the European Space Agency’s Environmental Satellite. To stabilize the results in atmospheric retrievals, constraints are used in the iteration process. Therefore hard constraints (discretization of the retrieval grid) and soft constraints (regularization operators) are included in the retrieval. Tikhonov regularization is often used as a soft constraint. In this study, different types of Tikhonov operator were compared, and several new methods were developed to determine the optimal strength of the constraint operationally. The resulting regularization parameters were applied successfully to an ozone retrieval from simulated nadir sounding spectra like those expected to be measured by the Tropospheric Emission Spectrometer, which is part of the Aura platform. Retrievals were characterized by means of estimated error, averaging kernel, vertical resolution, and degrees of freedom.

© 2002 Optical Society of America

OCIS Codes
(000.3860) General : Mathematical methods in physics
(000.4430) General : Numerical approximation and analysis
(280.0280) Remote sensing and sensors : Remote sensing and sensors
(300.6340) Spectroscopy : Spectroscopy, infrared

History
Original Manuscript: August 6, 2001
Revised Manuscript: November 16, 2001
Published: March 20, 2002

Citation
Tilman Steck, "Methods for determining regularization for atmospheric retrieval problems," Appl. Opt. 41, 1788-1797 (2002)
http://www.opticsinfobase.org/ao/abstract.cfm?URI=ao-41-9-1788


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References

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