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GARLIC - A General Purpose Atmospheric Radiative Transfer Line-by-Line Infrared-Microwave Code: Implementation and Evaluation-
Article in a journal
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Area Physics, Atmospheric radiative transfer |
Author(s)
F. Schreier
, S. Gimeno Garcia
, P. Hedelt
, M. Hess
, J. Mendrok
, M. Vasquez
, J. Xu
|
Published in
J. Quant. Spectrosc. and Radiat. Transfer |
Year 2014 |
Abstract A suite of programs for high resolution infrared-microwave atmospheric radiative transfer modeling has been developed with emphasis on efficient and reliable numerical algorithms and a modular approach appropriate for simulation and/or retrieval in a variety of applications. The Generic Atmospheric Radiation Line-by-line Infrared Code — GARLIC — is suitable for arbitrary observation geometry, instrumental field-of-view, and line shape. The core of GARLIC's subroutines constitutes the basis of forward models used to implement inversion codes to retrieve atmospheric state parameters from limb and nadir sounding instruments. This paper briefly introduces the physical and mathematical basics of GARLIC and its descendants and continues with an in-depth presentation of various implementation aspects: An optimized Voigt function algorithm combined with a two-grid approach is used to accelerate the line-by-line modeling of molecular cross sections; various quadrature methods are implemented to evaluate the Schwarzschild and Beer integrals; and Jacobians, i.e. derivatives with respect to the unknowns of the atmospheric inverse problem, are implemen- ted by means of automatic differentiation. For an assessment of GARLIC's performance, a comparison of the quadrature methods for solution of the path integral is provided. Verification and validation are demonstrated using intercomparisons with other line-by-line codes and comparisons of synthetic spectra with spectra observed on Earth and from Venus. |
AD Tools TAPENADE |
BibTeX
@ARTICLE{
Schreier2014GAG,
author = "F. Schreier and S. {Gimeno Garcia} and P. Hedelt and M. Hess and J. Mendrok and M.
Vasquez and J. Xu",
title = "{GARLIC} - A General Purpose Atmospheric Radiative Transfer Line-by-Line
Infrared-Microwave Code: Implementation and Evaluation",
journal = "J. Quant. Spectrosc. and Radiat. Transfer",
volume = "137",
pages = "29-50",
doi = "http://dx.doi.org/10.1016/j.jqsrt.2013.11.018",
abstract = "A suite of programs for high resolution infrared-microwave atmospheric radiative
transfer modeling has been developed with emphasis on efficient and reliable numerical algorithms
and a modular approach appropriate for simulation and/or retrieval in a variety of applications. The
Generic Atmospheric Radiation Line-by-line Infrared Code — GARLIC — is suitable
for arbitrary observation geometry, instrumental field-of-view, and line shape. The core of
GARLIC's subroutines constitutes the basis of forward models used to implement inversion codes
to retrieve atmospheric state parameters from limb and nadir sounding instruments. This paper
briefly introduces the physical and mathematical basics of GARLIC and its descendants and continues
with an in-depth presentation of various implementation aspects: An optimized Voigt function
algorithm combined with a two-grid approach is used to accelerate the line-by-line modeling of
molecular cross sections; various quadrature methods are implemented to evaluate the Schwarzschild
and Beer integrals; and Jacobians, i.e. derivatives with respect to the unknowns of the atmospheric
inverse problem, are implemen- ted by means of automatic differentiation. For an assessment of
GARLIC's performance, a comparison of the quadrature methods for solution of the path integral
is provided. Verification and validation are demonstrated using intercomparisons with other
line-by-line codes and comparisons of synthetic spectra with spectra observed on Earth and from
Venus.",
ad_tools = "TAPENADE",
ad_area = "Physics, Atmospheric radiative transfer",
year = "2014"
}
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