Arctic Mixed-Phase Cloud Properties from AERI Lidar Observations: Algorithm and Results from SHEBA

Abstract A new approach to retrieve microphysical properties from mixed-phase Arctic clouds is presented. This mixed-phase cloud property retrieval algorithm (MIXCRA) retrieves cloud optical depth, ice fraction, and the effective radius of the water and ice particles from ground-based, high-resolution infrared radiance and lidar cloud boundary observations. The theoretical basis for this technique is that the absorption coefficient of ice is greater than that of liquid water from 10 to 13 μm, whereas liquid water is more absorbing than ice from 16 to 25 μm. MIXCRA retrievals are only valid for optically thin (τvisible < 6) single-layer clouds when the precipitable water vapor is less than 1 cm. MIXCRA was applied to the Atmospheric Emitted Radiance Interferometer (AERI) data that were collected during the Surface Heat Budget of the Arctic Ocean (SHEBA) experiment from November 1997 to May 1998, where 63% of all of the cloudy scenes above the SHEBA site met this specification. The retrieval determined that...

[1]  Clive D Rodgers,et al.  Inverse Methods for Atmospheric Sounding: Theory and Practice , 2000 .

[2]  James O. Pinto,et al.  Autumnal Mixed-Phase Cloudy Boundary Layers in the Arctic , 1998 .

[3]  Thomas C. Grenfell,et al.  Representation of a nonspherical ice particle by a collection of independent spheres for scattering , 1999 .

[4]  J. Daniel,et al.  Cloud liquid water and ice measurements from spectrally resolved near‐infrared observations: A new technique , 2002 .

[5]  P. R. Bevington,et al.  Data Reduction and Error Analysis for the Physical Sciences , 1969 .

[6]  E. Grant,et al.  Dielectric Behavior of Water at Microwave Frequencies , 1957 .

[7]  J. Comstock,et al.  A Midlatitude Cirrus Cloud Climatology from the Facility for Atmospheric Remote Sensing. Part III: Radiative Properties , 2001 .

[8]  Patrick Minnis,et al.  Arctic Stratus Cloud Properties and Their Effect on the Surface Radiation Budget: Selected Cases from FIRE ACE , 2001 .

[9]  Steven A. Ackerman,et al.  Remote sensing cloud properties from high spectral resolution infrared observations , 1993 .

[10]  T. Manabe,et al.  A model for the complex permittivity of water at frequencies below 1 THz , 1991 .

[11]  D. Turner Microphysical properties of single and mixed-phase Arctic clouds derived from ground-based AERI observations , 2003 .

[12]  P. Francis,et al.  Improved Measurements of the Ice Water Content in Cirrus Using a Total-Water Probe , 1995 .

[13]  Shepard A. Clough,et al.  Downward longwave irradiance uncertainty under arctic atmospheres: Measurements and modeling , 2003 .

[14]  Dudley H. Williams,et al.  Optical constants of water in the infrared , 1975 .

[15]  William L. Smith,et al.  The Retrieval of Planetary Boundary Layer Structure Using Ground-Based Infrared Spectral Radiance Measurements , 1999 .

[16]  Graeme L. Stephens,et al.  Remote Sensing of the Lower Atmosphere: An Introduction , 1994 .

[17]  Raymond M. Hoff,et al.  Five years of air chemistry observations in the Canadian Arctic , 1985 .

[18]  Judith A. Curry,et al.  Overview of Arctic Cloud and Radiation Characteristics , 1996 .

[19]  P. Rosenkranz Water vapor microwave continuum absorption: A comparison of measurements and models , 1998 .

[20]  Steven A. Ackerman,et al.  Cloud Phase Determination Using Ground-Based AERI Observations at SHEBA , 2003 .

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

[22]  Thomas C. Grenfell,et al.  Representation of a nonspherical ice particle by a collection of independent spheres for scattering and absorption of radiation: 2. Hexagonal columns and plates , 2003 .

[23]  M. Iacono,et al.  Line‐by‐line calculation of atmospheric fluxes and cooling rates: 2. Application to carbon dioxide, ozone, methane, nitrous oxide and the halocarbons , 1995 .

[24]  David L. Mitchell,et al.  Effective Diameter in Radiation Transfer: General Definition, Applications, and Limitations , 2002 .

[25]  Zhian Sun,et al.  Parameterization of ice cloud radiative properties and its application to the potential climatic importance of mixed-phase clouds , 1995 .

[26]  J. Blanchet,et al.  Simulation of Arctic Diamond Dust, Ice Fog, and Thin Stratus Using an Explicit Aerosol–Cloud–Radiation Model , 2001 .

[27]  Hans J. Liebe,et al.  Millimeter-wave properties of the atmosphere: Laboratory studies and propagation modeling , 1987 .

[28]  S. Matrosov,et al.  Profiling cloud ice mass and particle characteristic size from Doppler radar measurements , 2002 .

[29]  L. Barrie,et al.  Arctic lower tropospheric aerosol trends and composition at Alert, Canada: 1980–1995 , 1999 .

[30]  Peter V. Hobbs,et al.  Ice particles in stratiform clouds in the Arctic and possible mechanisms for the production of high ice concentrations , 2001 .

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

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

[33]  D. Gregory,et al.  The sensitivity of climate simulations to the specification of mixed phase clouds , 1996 .

[34]  A. John Mallinckrodt,et al.  Data Reduction and Error Analysis for the Physical Sciences , 1993 .

[35]  J. Curry,et al.  Cloud Resolving Simulations of Mixed-Phase Arctic Stratus Observed during BASE: Sensitivity to Concentration of Ice Crystals and Large-Scale Heat and Moisture Advection , 2000 .

[36]  C. Fairall,et al.  Measurement of Stratus Cloud and Drizzle Parameters in ASTEX with a K , 1995 .

[37]  J. Curry,et al.  Surface Heat Budget of the Arctic Ocean , 2002 .

[38]  G. Herman,et al.  Thermal radiation in Arctic stratus clouds , 1980 .

[39]  Sergey Y. Matrosov,et al.  Retrievals of vertical profiles of ice cloud microphysics from radar and IR measurements using tuned regressions between reflectivity and cloud parameters , 1999 .

[40]  W. Cotton,et al.  Cloud resolving simulations of Arctic stratus: Part II: Transition-season clouds , 1999 .

[41]  S. Warren,et al.  Optical constants of ice from the ultraviolet to the microwave. , 1984, Applied optics.

[42]  William L. Smith,et al.  Atmospheric Emitted Radiance Interferometer. Part I: Instrument Design , 2004 .

[43]  Taneil Uttal,et al.  Airborne studies of cloud structures over the Arctic Ocean and comparisons with retrievals from ship-based remote sensing measurements , 2001 .

[44]  J. Houghton,et al.  Climate change 1992 : the supplementary report to the IPCC scientific assessment , 1992 .

[45]  Sergey Y. Matrosov,et al.  Analysis of integrated cloud liquid and precipitable water vapor retrievals from microwave radiometers during the Surface Heat Budget of the Arctic Ocean project , 2001 .

[46]  Judith A. Curry,et al.  Review of Science Issues, Deployment Strategy, and Status for the ARM North Slope of Alaska–Adjacent Arctic Ocean Climate Research Site , 1999 .

[47]  Brad Baker,et al.  An overview of microphysical properties of Arctic clouds observed in May and July 1998 during FIRE ACE , 2001 .

[48]  M. Shupe,et al.  Cloud water contents and hydrometeor sizes during the FIRE Arctic Clouds Experiment , 2001 .

[49]  Shepard A. Clough,et al.  The QME AERI LBLRTM: A Closure Experiment for Downwelling High Spectral Resolution Infrared Radiance , 2004 .

[50]  M. Shupe,et al.  An annual cycle of Arctic cloud characteristics observed by radar and lidar at SHEBA , 2002 .

[51]  Bryan A. Baum,et al.  Single scattering properties of droxtals , 2003 .

[52]  Gerald G. Mace,et al.  Arctic Stratus Cloud Properties and Radiative Forcing Derived from Ground-Based Data Collected at Barrow, Alaska , 2003 .

[53]  J. C. Liljegren,et al.  Measurements of integrated water vapor and cloud liquid water from microwave radiometers at the DOE ARM Cloud and Radiation Testbed in the U.S. southern Great Plains , 1996, IGARSS '96. 1996 International Geoscience and Remote Sensing Symposium.

[54]  P. Minnett,et al.  The Marine-Atmospheric Emitted Radiance Interferometer: A High-Accuracy, Seagoing Infrared Spectroradiometer , 2001 .