Exploring pathways to more accurate machine learning emulation of atmospheric radiative transfer

Mapping Intimacies ◽

10.1002/essoar.10508510.1 ◽

2021 ◽

Author(s):

Peter Ukkonen

Keyword(s):

Machine Learning ◽

Radiative Transfer ◽

Atmospheric Radiative Transfer

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Simulation of hyperspectral and directional radiance images using coupled biophysical and atmospheric radiative transfer models

Remote Sensing of Environment ◽

10.1016/s0034-4257(03)00143-3 ◽

2003 ◽

Vol 87 (1) ◽

pp. 23-41 ◽

Author(s):

Wout Verhoef ◽

Heike Bach

Keyword(s):

Radiative Transfer ◽

Radiative Transfer Models ◽

Atmospheric Radiative Transfer ◽

Transfer Models

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Application of Landsat ETM+ and OLI Data for Foliage Fuel Load Monitoring Using Radiative Transfer Model and Machine Learning Method

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ◽

10.1109/jstars.2021.3062073 ◽

2021 ◽

pp. 1-1

Author(s):

Xingwen Quan ◽

Yanxi Li ◽

Binbin He ◽

Geoffrey Cary ◽

Gengke Lai

Keyword(s):

Machine Learning ◽

Radiative Transfer ◽

Fuel Load ◽

Radiative Transfer Model ◽

Transfer Model ◽

Machine Learning Method ◽

Learning Method ◽

Load Monitoring

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Comparison of atmospheric radiative transfer with statistical wave approach

10.1117/12.802600 ◽

2008 ◽

Author(s):

Saba Mudaliar

Keyword(s):

Radiative Transfer ◽

Wave Approach ◽

Atmospheric Radiative Transfer

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41. Comparing maize leaf area index retrieval from aerial hyperspectral images through radiative transfer model inversion and machine learning techniques

Precision agriculture ’21 ◽

10.3920/978-90-8686-916-9_41 ◽

2021 ◽

Author(s):

A. Kayad ◽

F. Rodrigues ◽

M. Sozzi ◽

S. Macias ◽

F. Marinello

Keyword(s):

Machine Learning ◽

Radiative Transfer ◽

Leaf Area Index ◽

Hyperspectral Images ◽

Machine Learning Techniques ◽

Radiative Transfer Model ◽

Transfer Model ◽

Model Inversion ◽

Learning Techniques

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An upgraded combined atmospheric radiative transfer CART2(Invited)

Infrared and Laser Engineering ◽

10.3788/irla.invited-weiheli ◽

2020 ◽

Vol 49 (7) ◽

pp. 20201024

Author(s):

魏合理 Heli Wei ◽

戴聪明 Congming Dai ◽

武鹏飞 Pengfei Wu ◽

唐超礼 Chaoli Tang ◽

赵凤美 Fengmei Zhao ◽

...

Keyword(s):

Radiative Transfer ◽

Atmospheric Radiative Transfer

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Machine Learning Approaches for the Inversion of the Radiative Transfer Equation

Lecture Notes in Electrical Engineering - Advances in Computational Algorithms and Data Analysis ◽

10.1007/978-1-4020-8919-0_22 ◽

2009 ◽

pp. 319-331

Author(s):

Esteban Garcia-Cuesta ◽

Fernando de la Torre ◽

Antonio J. de Castro

Keyword(s):

Machine Learning ◽

Radiative Transfer ◽

Transfer Equation ◽

Radiative Transfer Equation ◽

Learning Approaches

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Modeling of atmospheric radiative transfer with polarization and its application to the remote sensing of tropospheric ozone

Journal of Quantitative Spectroscopy and Radiative Transfer ◽

10.1016/s0022-4073(03)00140-7 ◽

2004 ◽

Vol 84 (2) ◽

pp. 169-179 ◽

Author(s):

Yibo Jiang ◽

Yuk L. Yung ◽

Stan P. Sander ◽

Larry D. Travis

Keyword(s):

Remote Sensing ◽

Radiative Transfer ◽

Tropospheric Ozone ◽

Atmospheric Radiative Transfer

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Inverse atmospheric radiative transfer problems: A nonlinear minimization search method of solution

Physics of The Earth and Planetary Interiors ◽

10.1016/0031-9201(76)90057-1 ◽

1976 ◽

Vol 12 (2-3) ◽

pp. 273-282 ◽

Author(s):

Alain L. Fymat

Keyword(s):

Radiative Transfer ◽

Search Method ◽

Nonlinear Minimization ◽

Method Of Solution ◽

Atmospheric Radiative Transfer ◽

Transfer Problems

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Finite element method for the two-dimensional atmospheric radiative transfer

Journal of Quantitative Spectroscopy and Radiative Transfer ◽

10.1016/j.jqsrt.2004.07.003 ◽

2005 ◽

Vol 91 (3) ◽

pp. 347-361 ◽

Author(s):

Adrian Doicu ◽

Thomas Trautmann ◽

Franz Schreier ◽

Michael Hess

Keyword(s):

Finite Element Method ◽

Finite Element ◽

Radiative Transfer ◽

Two Dimensional ◽

Atmospheric Radiative Transfer ◽

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Algorithmic vs. finite difference Jacobians for infrared atmospheric radiative transfer

Journal of Quantitative Spectroscopy and Radiative Transfer ◽

10.1016/j.jqsrt.2015.06.002 ◽

2015 ◽

Vol 164 ◽

pp. 147-160 ◽

Author(s):

Franz Schreier ◽

Sebastián Gimeno García ◽

Mayte Vasquez ◽

Jian Xu

Keyword(s):

Radiative Transfer ◽

Finite Difference ◽

Atmospheric Radiative Transfer

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