Une methode utilisant les techniques neuronales pour le calcul rapide de la distribution verticale du bilan radiatif thermique terrestre

F. Cheruy; F. Chevallier; J. J. Morcrette; N. A. Scott; A. Chedin

Une methode utilisant les techniques neuronales pour le calcul rapide de la distribution verticale du bilan radiatif thermique terrestre

Translated title of the contribution: A fast method using neural networks for computing the vertical distribution of the thermal component of the Earth radiative budget

F. Cheruy
, F. Chevallier
, J. J. Morcrette
, N. A. Scott
, A. Chedin

Research output: Contribution to journal › Article › peer-review

Abstract

A new method for computing the longwave radiative budget from the top of the atmosphere to the surface is presented. This approach, relying on multi-layer neural networks, is very efficient and should allow for benefiting from the best achievable accuracy in the longwave radiative transfer computations needed either by the numerical weather prediction or by the climate models.

Translated title of the contribution	A fast method using neural networks for computing the vertical distribution of the thermal component of the Earth radiative budget
Original language	French
Pages (from-to)	665-672
Number of pages	8
Journal	Comptes Rendus - Academie des Sciences, Serie II: Mecanique, Physique, Chimie, Astronomie
Volume	322
Issue number	9
Publication status	Published - 1 Dec 1996

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 13 Climate Action

Cite this

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title = "Une methode utilisant les techniques neuronales pour le calcul rapide de la distribution verticale du bilan radiatif thermique terrestre",

abstract = "A new method for computing the longwave radiative budget from the top of the atmosphere to the surface is presented. This approach, relying on multi-layer neural networks, is very efficient and should allow for benefiting from the best achievable accuracy in the longwave radiative transfer computations needed either by the numerical weather prediction or by the climate models.",

author = "F. Cheruy and F. Chevallier and Morcrette, \{J. J.\} and Scott, \{N. A.\} and A. Chedin",

year = "1996",

month = dec,

day = "1",

language = "Fran{\c c}ais",

volume = "322",

pages = "665--672",

journal = "Comptes Rendus - Academie des Sciences, Serie II: Mecanique, Physique, Chimie, Astronomie",

number = "9",

}

Une methode utilisant les techniques neuronales pour le calcul rapide de la distribution verticale du bilan radiatif thermique terrestre. / Cheruy, F.; Chevallier, F.; Morcrette, J. J. et al.
In: Comptes Rendus - Academie des Sciences, Serie II: Mecanique, Physique, Chimie, Astronomie, Vol. 322, No. 9, 01.12.1996, p. 665-672.

Research output: Contribution to journal › Article › peer-review

TY - JOUR

T1 - Une methode utilisant les techniques neuronales pour le calcul rapide de la distribution verticale du bilan radiatif thermique terrestre

AU - Cheruy, F.

AU - Chevallier, F.

AU - Morcrette, J. J.

AU - Scott, N. A.

AU - Chedin, A.

PY - 1996/12/1

Y1 - 1996/12/1

N2 - A new method for computing the longwave radiative budget from the top of the atmosphere to the surface is presented. This approach, relying on multi-layer neural networks, is very efficient and should allow for benefiting from the best achievable accuracy in the longwave radiative transfer computations needed either by the numerical weather prediction or by the climate models.

AB - A new method for computing the longwave radiative budget from the top of the atmosphere to the surface is presented. This approach, relying on multi-layer neural networks, is very efficient and should allow for benefiting from the best achievable accuracy in the longwave radiative transfer computations needed either by the numerical weather prediction or by the climate models.

UR - https://www.scopus.com/pages/publications/0030449342

M3 - Article

AN - SCOPUS:0030449342

VL - 322

SP - 665

EP - 672

JO - Comptes Rendus - Academie des Sciences, Serie II: Mecanique, Physique, Chimie, Astronomie

JF - Comptes Rendus - Academie des Sciences, Serie II: Mecanique, Physique, Chimie, Astronomie

IS - 9

ER -

Une methode utilisant les techniques neuronales pour le calcul rapide de la distribution verticale du bilan radiatif thermique terrestre

Abstract

UN SDGs

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