Two-Stream Approximation to the Radiative Transfer Equation: A New Improvement and Comparative Accuracy with Existing Methods
Mathematical modeling of the interaction between solar radiation and the Earth’s atmosphere is formalized by the radiative transfer equation (RTE), whose resolution calls for two-stream approximations among other methods. This paper proposes a new two-stream approximation of the RTE with the develop...
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Published in | Advances in atmospheric sciences Vol. 41; no. 2; pp. 278 - 292 |
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Main Authors | , , |
Format | Journal Article |
Language | English |
Published |
Heidelberg
Science Press
01.02.2024
Springer Nature B.V Department of Electrical and Electronic Engineering,Faculty of Engineering and Technology,University of Buea,PO Box 63 Buea,Cameroon Environmental Energy Technologies Laboratory (EETL),Faculty of Sciences,University of Yaoundé,PO Box 812 Yaoundé,Cameroon%Environmental Energy Technologies Laboratory (EETL),Faculty of Sciences,University of Yaoundé,PO Box 812 Yaoundé,Cameroon |
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Online Access | Get full text |
ISSN | 0256-1530 1861-9533 |
DOI | 10.1007/s00376-023-2257-9 |
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Abstract | Mathematical modeling of the interaction between solar radiation and the Earth’s atmosphere is formalized by the radiative transfer equation (RTE), whose resolution calls for two-stream approximations among other methods. This paper proposes a new two-stream approximation of the RTE with the development of the phase function and the intensity into a third-order series of Legendre polynomials. This new approach, which adds one more term in the expression of the intensity and the phase function, allows in the conditions of a plane parallel atmosphere a new mathematical formulation of γ parameters. It is then compared to the Eddington, Hemispheric Constant, Quadrature, Combined Delta Function and Modified Eddington, and second-order approximation methods with reference to the Discrete Ordinate (Disort) method (
δ
–128 streams), considered as the most precise. This work also determines the conversion function of the proposed New Method using the fundamental definition of two-stream approximation (F-TSA) developed in a previous work. Notably, New Method has generally better precision compared to the second-order approximation and Hemispheric Constant methods. Compared to the Quadrature and Eddington methods, New Method shows very good precision for wide domains of the zenith angle
μ
0
, but tends to deviate from the Disort method with the zenith angle, especially for high values of optical thickness. In spite of this divergence in reflectance for high values of optical thickness, very strong correlation with the Disort method (
R
≈ 1) was obtained for most cases of optical thickness in this study. An analysis of the Legendre polynomial series for simple functions shows that the high precision is due to the fact that the approximated functions ameliorate the accuracy when the order of approximation increases, although it has been proven that there is a limit order depending on the function from which the precision is lost. This observation indicates that increasing the order of approximation of the phase function of the RTE leads to a better precision in flux calculations. However, this approach may be limited to a certain order that has not been studied in this paper. |
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AbstractList | Mathematical modeling of the interaction between solar radiation and the Earth's atmosphere is formalized by the radiative transfer equation (RTE), whose resolution calls for two-stream approximations among other methods. This paper proposes a new two-stream approximation of the RTE with the development of the phase function and the intensity into a third-order series of Legendre polynomials. This new approach, which adds one more term in the expression of the intensity and the phase function, allows in the conditions of a plane parallel atmosphere a new mathematical formulation of γ parameters. It is then compared to the Eddington, Hemispheric Constant, Quadrature, Combined Delta Function and Modified Eddington, and second-order approximation methods with reference to the Discrete Ordinate (Disort) method (δ–128 streams), considered as the most precise. This work also determines the conversion function of the proposed New Method using the fundamental definition of two-stream approximation (F-TSA) developed in a previous work. Notably, New Method has generally better precision compared to the second-order approximation and Hemispheric Constant methods. Compared to the Quadrature and Eddington methods, New Method shows very good precision for wide domains of the zenith angle μ0, but tends to deviate from the Disort method with the zenith angle, especially for high values of optical thickness. In spite of this divergence in reflectance for high values of optical thickness, very strong correlation with the Disort method (R≈1) was obtained for most cases of optical thickness in this study. An analysis of the Legendre polynomial series for simple functions shows that the high precision is due to the fact that the approximated functions ameliorate the accuracy when the order of approximation increases, although it has been proven that there is a limit order depending on the function from which the precision is lost. This observation indicates that increasing the order of approximation of the phase function of the RTE leads to a better precision in flux calculations. However, this approach may be limited to a certain order that has not been studied in this paper. Mathematical modeling of the interaction between solar radiation and the Earth’s atmosphere is formalized by the radiative transfer equation (RTE), whose resolution calls for two-stream approximations among other methods. This paper proposes a new two-stream approximation of the RTE with the development of the phase function and the intensity into a third-order series of Legendre polynomials. This new approach, which adds one more term in the expression of the intensity and the phase function, allows in the conditions of a plane parallel atmosphere a new mathematical formulation of γ parameters. It is then compared to the Eddington, Hemispheric Constant, Quadrature, Combined Delta Function and Modified Eddington, and second-order approximation methods with reference to the Discrete Ordinate (Disort) method ( δ –128 streams), considered as the most precise. This work also determines the conversion function of the proposed New Method using the fundamental definition of two-stream approximation (F-TSA) developed in a previous work. Notably, New Method has generally better precision compared to the second-order approximation and Hemispheric Constant methods. Compared to the Quadrature and Eddington methods, New Method shows very good precision for wide domains of the zenith angle μ 0 , but tends to deviate from the Disort method with the zenith angle, especially for high values of optical thickness. In spite of this divergence in reflectance for high values of optical thickness, very strong correlation with the Disort method ( R ≈ 1) was obtained for most cases of optical thickness in this study. An analysis of the Legendre polynomial series for simple functions shows that the high precision is due to the fact that the approximated functions ameliorate the accuracy when the order of approximation increases, although it has been proven that there is a limit order depending on the function from which the precision is lost. This observation indicates that increasing the order of approximation of the phase function of the RTE leads to a better precision in flux calculations. However, this approach may be limited to a certain order that has not been studied in this paper. Mathematical modeling of the interaction between solar radiation and the Earth’s atmosphere is formalized by the radiative transfer equation (RTE), whose resolution calls for two-stream approximations among other methods. This paper proposes a new two-stream approximation of the RTE with the development of the phase function and the intensity into a third-order series of Legendre polynomials. This new approach, which adds one more term in the expression of the intensity and the phase function, allows in the conditions of a plane parallel atmosphere a new mathematical formulation of γ parameters. It is then compared to the Eddington, Hemispheric Constant, Quadrature, Combined Delta Function and Modified Eddington, and second-order approximation methods with reference to the Discrete Ordinate (Disort) method (δ–128 streams), considered as the most precise. This work also determines the conversion function of the proposed New Method using the fundamental definition of two-stream approximation (F-TSA) developed in a previous work. Notably, New Method has generally better precision compared to the second-order approximation and Hemispheric Constant methods. Compared to the Quadrature and Eddington methods, New Method shows very good precision for wide domains of the zenith angle μ0, but tends to deviate from the Disort method with the zenith angle, especially for high values of optical thickness. In spite of this divergence in reflectance for high values of optical thickness, very strong correlation with the Disort method (R ≈ 1) was obtained for most cases of optical thickness in this study. An analysis of the Legendre polynomial series for simple functions shows that the high precision is due to the fact that the approximated functions ameliorate the accuracy when the order of approximation increases, although it has been proven that there is a limit order depending on the function from which the precision is lost. This observation indicates that increasing the order of approximation of the phase function of the RTE leads to a better precision in flux calculations. However, this approach may be limited to a certain order that has not been studied in this paper. |
Author | Nguimdo, L. Akana Njomo, D. Temgoua, F. Momo |
AuthorAffiliation | Environmental Energy Technologies Laboratory (EETL),Faculty of Sciences,University of Yaoundé,PO Box 812 Yaoundé,Cameroon%Environmental Energy Technologies Laboratory (EETL),Faculty of Sciences,University of Yaoundé,PO Box 812 Yaoundé,Cameroon;Department of Electrical and Electronic Engineering,Faculty of Engineering and Technology,University of Buea,PO Box 63 Buea,Cameroon |
AuthorAffiliation_xml | – name: Environmental Energy Technologies Laboratory (EETL),Faculty of Sciences,University of Yaoundé,PO Box 812 Yaoundé,Cameroon%Environmental Energy Technologies Laboratory (EETL),Faculty of Sciences,University of Yaoundé,PO Box 812 Yaoundé,Cameroon;Department of Electrical and Electronic Engineering,Faculty of Engineering and Technology,University of Buea,PO Box 63 Buea,Cameroon |
Author_xml | – sequence: 1 givenname: F. Momo surname: Temgoua fullname: Temgoua, F. Momo organization: Environmental Energy Technologies Laboratory (EETL), Faculty of Sciences, University of Yaoundé – sequence: 2 givenname: L. Akana surname: Nguimdo fullname: Nguimdo, L. Akana email: languimdo@yahoo.fr organization: Environmental Energy Technologies Laboratory (EETL), Faculty of Sciences, University of Yaoundé, Department of Electrical and Electronic Engineering, Faculty of Engineering and Technology, University of Buea – sequence: 3 givenname: D. surname: Njomo fullname: Njomo, D. organization: Environmental Energy Technologies Laboratory (EETL), Faculty of Sciences, University of Yaoundé |
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Cites_doi | 10.1175/1520-0442(1995)008<2213:ISOCSS>2.0.CO;2 10.1029/JD092iD01p01009 10.1016/j.jqsrt.2008.09.009 10.1007/s10470-011-9625-6 10.1109/TGRS.2021.3129209 10.5194/acp-13-2347-2013 10.1029/JD094iD13p16287 10.1175/1520-0469(1986)043<0784:CAOSMS>2.0.CO;2 10.1007/BF00696577 10.1175/1520-0469(1981)038<0387:ANLATD>2.0.CO;2 10.1016/j.jqsrt.2011.06.014 10.1364/OE.417153 10.1029/2021JE006889 10.1175/1520-0469(1980)037<0630:TSATRT>2.0.CO;2 10.1175/1520-0469(1976)033<2452:TDEAFR>2.0.CO;2 10.1002/2017MS000994 10.1088/0067-0049/215/1/4 10.1016/S0022-4073(99)00137-5 10.1109/IGARSS.2010.5652681 10.1007/978-3-662-49538-4_1 |
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Keywords | 勒让德多项式 透过率 moments of specific intensity conversion function reflectance 二流方法 transmittance two-stream method Legendre polynomial Radiative Transfer Equation 反射率 转换函数 辐射传输方程 比强度矩 光学厚度 optical thickness |
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SubjectTerms | Accuracy Approximation Atmosphere Atmospheric Sciences Delta function Divergence Earth and Environmental Science Earth Sciences Geophysics/Geodesy Mathematical models Meteorology Methods Optical thickness Original Paper Polynomials Quadratures Radiative transfer Reflectance Rivers Solar radiation Zenith |
Title | Two-Stream Approximation to the Radiative Transfer Equation: A New Improvement and Comparative Accuracy with Existing Methods |
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