Reproducing cloud microphysical and irradiance measurements using three 3D cloud generators

Using three cloud generators, three-dimensional (3D) cloud fields are reproduced from microphysical cloud data measured in situ by aircraft. The generated cloud fields are used as input to a 3D radiative transfer model to calculate the corresponding fields of downward and upward irradiance, which are then compared with airborne and ground-based radiation measurements. One overcast stratocumulus scene and one broken cumulus scene were selected from the European INSPECTRO field experiment, which was held in Norwich, UK, in September 2002. With these data, the characteristics of the three different cloud reproduction techniques are assessed. Besides vertical profiles and histograms of measured and modelled liquid water content and irradiance, the horizontal structure of these quantities is examined in terms of power spectra and autocorrelation lengths. 3D radiative transfer calculations are compared with the independent pixel approximation, and their differences with respect to domain-averaged quantities and 3D fields are interpreted.

[1]  W. Wiscombe Improved Mie scattering algorithms. , 1980, Applied optics.

[2]  Roel Neggers,et al.  Shallow cumulus convection: A validation of large‐eddy simulation against aircraft and Landsat observations , 2003 .

[3]  Shaun Lovejoy,et al.  Scale Invariance, Symmetries, Fractals, and Stochastic Simulations of Atmospheric Phenomena , 1986 .

[4]  H. Barker,et al.  Solar radiative transfer for stratiform clouds with horizontal variations in liquid‐water path and droplet effective radius , 2003 .

[5]  Arve Kylling,et al.  Spectral actinic flux in the lower troposphere: measurement and 1-D simulations for cloudless, broken cloud and overcast situations , 2005 .

[6]  Graeme L. Stephens,et al.  Radiation Profiles in Extended Water Clouds. II: Parameterization Schemes , 1978 .

[7]  Jean-Louis Brenguier,et al.  Improvements of Droplet Size Distribution Measurements with the Fast-FSSP (Forward Scattering Spectrometer Probe) , 1998 .

[8]  R. Lawson,et al.  In Situ Cloud Sensing with Multiple Scattering Lidar: Simulations and Demonstration , 2003 .

[9]  K. Evans,et al.  Three-dimensional solar radiative transfer in small tropical cumulus fields derived from high-resolution imagery , 2001 .

[10]  D. E. Bowker,et al.  Spectral reflectances of natural targets for use in remote sensing studies , 1985 .

[11]  Warren J. Wiscombe,et al.  An algorithm for generating stochastic cloud fields from radar profile statistics , 2004 .

[12]  Bernhard Mayer,et al.  Atmospheric Chemistry and Physics Technical Note: the Libradtran Software Package for Radiative Transfer Calculations – Description and Examples of Use , 2022 .

[13]  Robert F. Cahalan,et al.  The Landsat Scale Break in Stratocumulus as a Three-Dimensional Radiative Transfer Effect: Implications for Cloud Remote Sensing , 1997 .

[14]  Manfred Wendisch,et al.  Wind Tunnel Tests of the Airborne PVM-100A Response to Large Droplets , 2002 .

[15]  Manfred Wendisch,et al.  An Airborne Spectral Albedometer with Active Horizontal Stabilization , 2001 .

[16]  C. Bretherton,et al.  An intercomparison of radiatively driven entrainment and turbulence in a smoke cloud, as simulated by different numerical models , 1996 .

[17]  H. Gerber,et al.  New microphysics sensor for aircraft use , 1994 .

[18]  R. Kurucz Synthetic Infrared Spectra , 1994 .

[19]  Anthony B. Davis,et al.  Radiative effects of sub-mean free path liquid water variability observed in stratiform clouds , 1998, Journal of Geophysical Research: Atmospheres.

[20]  F. X. Kneizys,et al.  AFGL atmospheric constituent profiles (0-120km) , 1986 .

[21]  Thomas Trautmann,et al.  Surrogate cloud fields generated with the iterative amplitude adapted Fourier transform algorithm , 2006 .

[22]  A. Tompkins,et al.  Effect of Spatial Organization on Solar Radiative Transfer in Three-Dimensional Idealized Stratocumulus Cloud Fields , 2003 .

[23]  S. Schmidt,et al.  CLABAUTAIR: a new algorithm for retrieving three-dimensional cloud structure from airborne microphysical measurements , 2004 .

[24]  Gian Paolo Gobbi,et al.  The vertical distribution of aerosols, Saharan dust and cirrus clouds in Rome (Italy) in the year 2001 , 2003 .

[25]  Robert F. Cahalan,et al.  The albedo of fractal stratocumulus clouds , 1994 .

[26]  R. M. Welch,et al.  Stratocumulus Cloud Field Reflected Fluxes: The Effect of Cloud Shape , 1984 .

[27]  A. Los,et al.  Microphysical and radiative properties of inhomogeneous stratocumulus: Observations and model simulations , 2000 .

[28]  Anne Kite The albedo of broken cloud fields , 2007 .

[29]  G. L. Stephens,et al.  Radiation Profiles in Extended Water Clouds. I: Theory , 1978 .

[30]  R. Davies,et al.  The Effect of Finite Geometry on the Three-Dimensional Transfer of Solar Irradiance in Clouds , 1978 .

[31]  Bernhard Mayer I3RC phase 1 results from the MYSTIC Monte Carlo model , 2000 .