DocumentCode
2468082
Title
Monte Carlo based hyperspectral scene simulation
Author
Sundberg, Robert ; Richtsmeier, Steven ; Haren, Raymond
Author_Institution
Spectral Sci., Inc., Burlington, MA, USA
fYear
2010
fDate
14-16 June 2010
Firstpage
1
Lastpage
4
Abstract
This paper will discuss recent improvements made to the Monte Carlo Scene (MCScene) code, a high fidelity model for full optical spectrum (UV through LWIR) hyperspectral image (HSI) simulation. MCScene provides an accurate, robust, and efficient means to generate HSI scenes for algorithm validation. MCScene utilizes a Direct Simulation Monte Carlo (DSMC) approach for modeling 3D atmospheric radiative transfer (RT) including full treatment of molecular absorption and Rayleigh scattering, aerosol absorption and scattering, and multiple scattering and adjacency effects, as well as scattering from spatially inhomogeneous surfaces, including surface bidirectional reflectance distribution function (BRDF) effects. The model includes treatment of land and ocean surfaces, 3D terrain, 3D surface objects, and effects of finite clouds with surface shadowing. This paper will provide an overview of how RT elements are incorporated into the Monte Carlo engine and both spectral and spatial properties of simulations of 3-dimensional cloud fields will also be presented.
Keywords
Monte Carlo methods; Rayleigh scattering; geophysical image processing; remote sensing; terrain mapping; 3D atmospheric radiative transfer; MCScene; Monte Carlo based hyperspectral scene simulation; Rayleigh scattering; aerosol absorption; aerosol scattering; full optical spectrum hyperspectral image simulation; molecular absorption; surface bidirectional reflectance distribution function effects; surface shadowing; Atmospheric modeling; Clouds; Photonics; Pixel; Scattering; Solid modeling; Three dimensional displays; Hyperspectral; Infrared; Multispectral; Simulation; Visible;
fLanguage
English
Publisher
ieee
Conference_Titel
Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2010 2nd Workshop on
Conference_Location
Reykjavik
Print_ISBN
978-1-4244-8906-0
Electronic_ISBN
978-1-4244-8907-7
Type
conf
DOI
10.1109/WHISPERS.2010.5594835
Filename
5594835
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