A benchmark for testing the accuracy and ...
Document type :
Article dans une revue scientifique: Article original
DOI :
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Title :
A benchmark for testing the accuracy and computational cost of shortwave top-of-atmosphere reflectance calculations in clear-sky aerosol-laden atmospheres
Author(s) :
Escribano, Jeronimo [Auteur]
Institut Pierre-Simon-Laplace [IPSL (FR_636)]
Barcelona Supercomputing Center - Centro Nacional de Supercomputacion [BSC-CNS]
Bozzo, Alessio [Auteur]
European Organisation for the Exploitation of Meteorological Satellites [EUMETSAT]
European Centre for Medium-Range Weather Forecasts [ECMWF]
Dubuisson, Philippe [Auteur]
Laboratoire d'Optique Atmosphérique (LOA) - UMR 8518
Flemming, Johannes [Auteur]
European Centre for Medium-Range Weather Forecasts [ECMWF]
Hogan, Robin J. [Auteur]
European Centre for Medium-Range Weather Forecasts [ECMWF]
Couillard-Labonnotte, Laurent [Auteur]
Laboratoire d'Optique Atmosphérique (LOA) - UMR 8518
Boucher, Olivier [Auteur]
Institut Pierre-Simon-Laplace [IPSL (FR_636)]
Institut Pierre-Simon-Laplace [IPSL (FR_636)]
Barcelona Supercomputing Center - Centro Nacional de Supercomputacion [BSC-CNS]
Bozzo, Alessio [Auteur]
European Organisation for the Exploitation of Meteorological Satellites [EUMETSAT]
European Centre for Medium-Range Weather Forecasts [ECMWF]
Dubuisson, Philippe [Auteur]
Laboratoire d'Optique Atmosphérique (LOA) - UMR 8518
Flemming, Johannes [Auteur]
European Centre for Medium-Range Weather Forecasts [ECMWF]
Hogan, Robin J. [Auteur]
European Centre for Medium-Range Weather Forecasts [ECMWF]
Couillard-Labonnotte, Laurent [Auteur]
Laboratoire d'Optique Atmosphérique (LOA) - UMR 8518
Boucher, Olivier [Auteur]
Institut Pierre-Simon-Laplace [IPSL (FR_636)]
Journal title :
Geoscientific Model Development
Abbreviated title :
Geosci. Model Dev.
Volume number :
12
Publication date :
2019-02-21
ISSN :
1991-959X
HAL domain(s) :
Physique [physics]
English abstract : [en]
Accurate calculations of shortwave reflectances in clear-sky aerosol-laden atmospheres are necessary for various applications in atmospheric sciences. However, computational cost becomes increasingly important for some ...
Show more >Accurate calculations of shortwave reflectances in clear-sky aerosol-laden atmospheres are necessary for various applications in atmospheric sciences. However, computational cost becomes increasingly important for some applications such as data assimilation of top-of-atmosphere reflectances in models of atmospheric composition. This study aims to provide a benchmark that can help in assessing these two requirements in combination. We describe a protocol and input data for 44 080 cases involving various solar and viewing geometries, four different surfaces (one oceanic bidirectional reflectance function and three albedo values for a Lambertian surface), eight aerosol optical depths, five wavelengths, and four aerosol types. We first consider two models relying on the discrete ordinate method: VLIDORT (in vector and scalar configurations) and DISORT (scalar configuration only). We use VLIDORT in its vector configuration as a reference model and quantify the loss of accuracy due to (i) neglecting the effect of polarization in DISORT and VLIDORT (scalar) models and (ii) decreasing the number of streams in DISORT. We further test two other models: the 6SV2 model, relying on the successive orders of scattering method, and Forward-Lobe Two-Stream Radiance Model (FLOTSAM), a new model under development by two of the authors. Typical mean fractional errors of 2.8 % and 2.4 % for 6SV2 and FLOTSAM are found, respectively. Computational cost depends on the input parameters but also on the code implementation and application as some models solve the radiative transfer equations for a range of geometries while others do not. All necessary input and output data are provided as a Supplement as a potential resource for interested developers and users of radiative transfer models.Show less >
Show more >Accurate calculations of shortwave reflectances in clear-sky aerosol-laden atmospheres are necessary for various applications in atmospheric sciences. However, computational cost becomes increasingly important for some applications such as data assimilation of top-of-atmosphere reflectances in models of atmospheric composition. This study aims to provide a benchmark that can help in assessing these two requirements in combination. We describe a protocol and input data for 44 080 cases involving various solar and viewing geometries, four different surfaces (one oceanic bidirectional reflectance function and three albedo values for a Lambertian surface), eight aerosol optical depths, five wavelengths, and four aerosol types. We first consider two models relying on the discrete ordinate method: VLIDORT (in vector and scalar configurations) and DISORT (scalar configuration only). We use VLIDORT in its vector configuration as a reference model and quantify the loss of accuracy due to (i) neglecting the effect of polarization in DISORT and VLIDORT (scalar) models and (ii) decreasing the number of streams in DISORT. We further test two other models: the 6SV2 model, relying on the successive orders of scattering method, and Forward-Lobe Two-Stream Radiance Model (FLOTSAM), a new model under development by two of the authors. Typical mean fractional errors of 2.8 % and 2.4 % for 6SV2 and FLOTSAM are found, respectively. Computational cost depends on the input parameters but also on the code implementation and application as some models solve the radiative transfer equations for a range of geometries while others do not. All necessary input and output data are provided as a Supplement as a potential resource for interested developers and users of radiative transfer models.Show less >
Language :
Anglais
Audience :
Internationale
Popular science :
Non
Administrative institution(s) :
CNRS
Université de Lille
Université de Lille
Collections :
Submission date :
2024-01-30T11:45:49Z
2024-02-22T14:15:10Z
2024-02-22T14:15:10Z
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