Retrieval of Ice Cloud Properties from AIRS and MODIS Observations Based on a Fast High-Spectral-Resolution Radiative Transfer Model

AbstractA computationally efficient high-spectral-resolution cloudy-sky radiative transfer model (HRTM) in the thermal infrared region (700–1300 cm−1, 0.1 cm−1 spectral resolution) is advanced for simulating the upwelling radiance at the top of atmosphere and for retrieving cloud properties. A precomputed transmittance database is generated for simulating the absorption contributed by up to seven major atmospheric absorptive gases (H2O, CO2, O3, O2, CH4, CO, and N2O) by using a rigorous line-by-line radiative transfer model (LBLRTM). Both the line absorption of individual gases and continuum absorption are included in the database. A high-spectral-resolution ice particle bulk scattering properties database is employed to simulate the radiation transfer within a vertically nonisothermal ice cloud layer. Inherent to HRTM are sensor spectral response functions that couple with high-spectral-resolution measurements in the thermal infrared regions from instruments such as the Atmospheric Infrared Sounder (AIRS...

[1]  Patrick Minnis,et al.  Effect of the inhomogeneity of ice crystals on retrieving ice cloud optical thickness and effective particle size , 2009 .

[2]  F. X. Kneizys,et al.  Line shape and the water vapor continuum , 1989 .

[3]  Steven Platnick,et al.  Influence of ice particle model on satellite ice cloud retrieval: lessons learned from MODIS and POLDER cloud product comparison , 2009 .

[4]  William L. Smith,et al.  AIRS/AMSU/HSB on the Aqua mission: design, science objectives, data products, and processing systems , 2003, IEEE Trans. Geosci. Remote. Sens..

[5]  Jean-Luc Moncet,et al.  Infrared Radiance Modeling by Optimal Spectral Sampling , 2008 .

[6]  Anthony J. Baran,et al.  The dependence of cirrus infrared radiative properties on ice crystal geometry and shape of the size‐distribution function , 2005 .

[7]  Peter N. Francis,et al.  On the radiative properties of cirrus cloud at solar and thermal wavelengths: A test of model consistency using high‐resolution airborne radiance measurements , 2004 .

[8]  Jacques Pelon,et al.  Fast radiative transfer modeling for infrared imaging radiometry , 2005 .

[9]  M. Matricardi,et al.  An improved fast radiative transfer model for assimilation of satellite radiance observations , 1999 .

[10]  J. Iaquinta,et al.  Cirrus Crystal Terminal Velocities , 2000 .

[11]  Ricardo Todling,et al.  The GEOS-5 Data Assimilation System-Documentation of Versions 5.0.1, 5.1.0, and 5.2.0 , 2008 .

[12]  Bryan A. Baum,et al.  A fast infrared radiative transfer model for overlapping clouds , 2007 .

[13]  Bryan A. Baum,et al.  Bulk Scattering Properties for the Remote Sensing of Ice Clouds. Part I: Microphysical Data and Models. , 2005 .

[14]  D. Hartmann,et al.  On the Use of Earth Radiation Budget Statistics for Studies of Clouds and Climate , 1980 .

[15]  W. Wiscombe,et al.  Exponential-sum fitting of radiative transmission functions , 1977 .

[16]  Shepard A. Clough,et al.  Near micron‐sized cirrus cloud particles in high‐resolution infrared spectra: An orographic case study , 2003 .

[17]  Timothy J. Garrett,et al.  Identification of Small Ice Cloud Particles Using Passive Radiometric Observations , 2010 .

[18]  Steven A. Ackerman,et al.  Inference of ice cloud properties from high spectral resolution infrared observations , 2004, IEEE Transactions on Geoscience and Remote Sensing.

[19]  Steven Platnick,et al.  Retrieval of semitransparent ice cloud optical thickness from atmospheric infrared sounder (AIRS) measurements , 2004, IEEE Transactions on Geoscience and Remote Sensing.

[20]  Kuo-Nan Liou,et al.  Cirrus cloud optical and microphysical properties determined from AIRS infrared spectra , 2009 .

[21]  Jun Li,et al.  A fast infrared radiative transfer model based on the adding-doubling method for hyperspectral remote-sensing applications , 2007 .

[22]  J. Fischer,et al.  Improved method of exponential sum fitting of transmissions to describe the absorption of atmospheric gases. , 1996, Applied optics.

[23]  G. Stephens Cloud Feedbacks in the Climate System: A Critical Review , 2005 .

[24]  Xu Liu,et al.  Principal component-based radiative transfer model for hyperspectral sensors: theoretical concept. , 2006, Applied optics.

[25]  T. Pagano,et al.  Use of Atmospheric Infrared Sounder high–spectral resolution spectra to assess the calibration of Moderate resolution Imaging Spectroradiometer on EOS Aqua , 2006 .

[26]  A. Lacis,et al.  A description of the correlated k distribution method for modeling nongray gaseous absorption, thermal emission, and multiple scattering in vertically inhomogeneous atmospheres , 1991 .

[27]  Thierry Phulpin,et al.  IASI instrument: technical overview and measured performances , 2004, SPIE Optics + Photonics.

[28]  M. King,et al.  Determination of the optical thickness and effective particle radius of clouds from reflected solar , 1990 .

[29]  Christopher W. O'Dell,et al.  The Successive-Order-of-Interaction Radiative Transfer Model. Part I: Model Development , 2006 .

[30]  J. W. Hovenier,et al.  The doubling method applied to multiple scattering of polarized light. , 1971 .

[31]  R. West,et al.  THE CORRELATED-k METHOD FOR RADIATION CALCULATIONS IN NONHOMOGENEOUS ATMOSPHERES , 1989 .

[32]  Shepard A. Clough,et al.  Sensitivity Analysis of Cirrus Cloud Properties from High-Resolution Infrared Spectra. Part I: Methodology and Synthetic Cirrus , 2004 .

[33]  Ping Yang,et al.  Interpretation of AIRS Data in Thin Cirrus Atmospheres Based on a Fast Radiative Transfer Model , 2006 .

[34]  Zhibo Zhang,et al.  Improvements in Shortwave Bulk Scattering and Absorption Models for the Remote Sensing of Ice Clouds , 2011 .

[35]  Shepard A. Clough,et al.  Atmospheric radiative transfer modeling: a summary of the AER codes , 2005 .

[36]  Tatsuya Yokota,et al.  Characteristics of cirrus clouds from ICESat/GLAS observations , 2007 .

[37]  W. T. Johnson,et al.  The Effect of Clouds on the Earth's Solar and Infrared Radiation Budgets , 1980 .

[38]  Gang Li,et al.  The HITRAN 2008 molecular spectroscopic database , 2005 .

[39]  Stephen L. Durden,et al.  Observations and Parameterizations of Particle Size Distributions in Deep Tropical Cirrus and Stratiform Precipitating Clouds: Results from In Situ Observations in TRMM Field Campaigns , 2002 .

[40]  M. King,et al.  Determination of the Optical Thickness and Effective Particle Radius of Clouds from Reflected Solar Radiation Measurements. Part II: Marine Stratocumulus Observations , 1991 .

[41]  David P. Kratz,et al.  THE CORRELATED k-DISTRIBUTION TECHNIQUE AS APPLIED TO THE AVHRR CHANNELS , 1995 .

[42]  J. Margolis,et al.  Use of high-resolution measurements for the retrieval of temperature and gas-concentration profiles from outgoing infrared spectra in the presence of cirrus clouds. , 2003, Applied optics.

[43]  Ruizhong Rao,et al.  A moderate-spectral-resolution transmittance model based on fitting the line-by-line calculation. , 2007, Optics express.

[44]  J. Hansen,et al.  Correlated k-distribution method for radiative transfer in climate models: Application to effect of cirrus clouds on climate , 1979 .

[45]  G. Kattawar,et al.  Scattering and absorption property database for nonspherical ice particles in the near- through far-infrared spectral region. , 2005, Applied optics.

[46]  G. McFarquhar,et al.  Thin and Subvisual Tropopause Tropical Cirrus: Observations and Radiative Impacts , 2000 .

[47]  Yongxiang Hu,et al.  Geometrical-optics solution to light scattering by droxtal ice crystals. , 2004, Applied optics.

[48]  H. B. Howell,et al.  Matrix Methods for Multiple-Scattering Problems , 1966 .

[49]  Steven Platnick,et al.  Retrieval of Ice Cloud Optical Thickness and Effective Particle Size Using a Fast Infrared Radiative Transfer Model , 2011 .

[50]  William L. Smith,et al.  A Methodology for Measuring Cirrus Cloud Visible-to-Infrared Spectral Optical Depth Ratios , 1999 .

[51]  K. Stamnes,et al.  Numerically stable algorithm for discrete-ordinate-method radiative transfer in multiple scattering and emitting layered media. , 1988, Applied optics.

[52]  A. Arking,et al.  The influence of line shape and band structure on temperatures in planetary atmospheres , 1972 .

[53]  G. Ohring,et al.  The Effect of Changes in Cloud Amount on the Net Radiation at the Top of the Atmosphere , 1980 .

[54]  Bryan A. Baum,et al.  Bulk Scattering Properties for the Remote Sensing of Ice Clouds. Part III: High-Resolution Spectral Models from 100 to 3250 cm 1 , 2007 .

[55]  W. Paul Menzel,et al.  Synergistic Use of MODIS and AIRS in a Variational Retrieval of Cloud Parameters , 2004 .

[56]  Steven Platnick,et al.  Effects of ice particle size vertical inhomogeneity on the passive remote sensing of ice clouds , 2010 .