Representation of the photon pathlength distribution in a cloudy atmosphere using finite elements

A new method to derive the photon pathlength probability density function with respect to the photon geometrical path (PDF-GP) is proposed in this paper. This method is based on a finite elements fit of the true PDF-GP using a step function with equidistant intervals. The new method is evaluated based on reference PDF-GPs derived via Monte-Carlo radiative transfer simulations for different single and multilayer clouds with and without surface albedo. The finite elements method was found to perform better than classical Laplace inversion techniques. For the case of two-layer clouds with a thin cirrus cloud (optical thickness 0.5) above a low-level cloud, it is shown that the finite elements method is able to separate the contribution of both cloud layers to the total radiance and, in principle, allows to simultaneously infer cloud top heights of both cloud layers given that enough independent radiance observations at different gas absorption optical depths are taken.

[1]  J. Fischer,et al.  Detection of Cloud-Top Height from Backscattered Radiances within the Oxygen A Band. Part 1: Theoretical Study. , 1991 .

[2]  H. V. Hulst Light Scattering by Small Particles , 1957 .

[3]  João Paulo Ramos Teixeira,et al.  Intercomparison of Three- and one-Dimensional Model Simulations and Aircraft Observations of Stratocumulus , 1999 .

[4]  Andrew K. Heidinger,et al.  Molecular Line Absorption in a Scattering Atmosphere. Part I: Theory , 2000 .

[5]  Qilong Min,et al.  Joint statistics of photon pathlength and cloud optical depth , 1999 .

[6]  E. Feigelson Radiation in a Cloudy Atmosphere , 1984 .

[7]  Molecular Line Absorption in a Scattering Atmosphere. Part III: Pathlength Characteristics and Effects of Spatially Heterogeneous Clouds , 2002 .

[8]  A. Chlond,et al.  Large-Eddy Simulation Of A Nocturnal Stratocumulus-Topped Marine Atmospheric Boundary Layer: An Uncertainty Analysis , 2000 .

[9]  Klaus Pfeilsticker,et al.  First geometrical pathlengths probability density function derivation of the skylight from spectroscopically highly resolving oxygen A-band , 1998 .

[10]  L. Schüller,et al.  Radiative Properties of Boundary Layer Clouds: Droplet Effective Radius versus Number Concentration , 2000 .

[11]  A. Chlond Three-dimensional simulation of cloud street development during a cold air outbreak , 1992 .

[12]  Grant W. Petty,et al.  Physical retrievals of over-ocean rain rate from multichannel microwave imagery. Part I: Theoretical characteristics of normalized polarization and scattering indices , 1994 .

[13]  Alexander Marshak,et al.  The verisimilitude of the independent pixel approximation used in cloud remote sensing , 1995 .

[14]  Grant W. Petty,et al.  The Sensitivity of Microwave Remote Sensing Observations of Precipitation to Ice Particle Size Distributions , 2001 .

[15]  Andrew K. Heidinger,et al.  Molecular Line Absorption in a Scattering Atmosphere. Part II: Application to Remote Sensing in the O2 A band , 2000 .

[16]  Frank Fell,et al.  Numerical simulation of the light field in the atmosphere–ocean system using the matrix-operator method , 2001 .

[17]  Ralf Bennartz,et al.  A modified k-distribution approach applied to narrow band water vapour and oxygen absorption estimates in the near infrared , 2000 .

[18]  Qilong Min,et al.  Joint statistics of photon path length and cloud optical depth: Case studies , 2001 .

[19]  David Crisp,et al.  The Orbiting Carbon Observatory (OCO) mission , 2004 .