Correlations of Multispectral Infrared Indicators and Applications in the Analysis of Developing Convective Clouds

AbstractThree infrared (IR) indicators were included in this study: the 10.8-μm brightness temperature (BT10.8), the BT difference between 12.0 and 10.8 μm (BTD12.0–10.8), and the BT difference between 6.7 and 10.8 μm (BTD6.7–10.8). Correlations among these IR indicators were investigated using MTSAT-1R images for summer 2007 over East Asia. Temporal, spatial, and numerical frequency distributions were used to represent the correlations. The results showed that large BTD12.0–10.8 values can be observed in the growth of cumulus congestus and associated with the boundary of different terrain where convection was more likely to generate and develop. The results also showed that numerical correlation between any two IR indicators could be expressed by two-dimensional histograms (HT2D). Because of differences in the tropopause heights and in the temperature and water vapor fields, the shapes of the HT2Ds varied with latitude and the type of underlying surface. After carefully analyzing the correlations among t...

[1]  Tobias Zinner,et al.  Detection of convective initiation using Meteosat SEVIRI: implementation in and verification with the tracking and nowcasting algorithm Cb-TRAM , 2013 .

[2]  Kristopher M. Bedka,et al.  Convective cloud identification and classification in daytime satellite imagery using standard deviation limited adaptive clustering , 2008 .

[3]  R. Davies-Jones Discussion of Measurements inside High-Speed Thunderstorm Updrafts , 1974 .

[4]  Characterization of plumes on top of deep convective storm using AVHRR imagery and radiative transfer simulations , 2003 .

[5]  Robert M. Rabin,et al.  Contribution of the MODIS instrument to observations of deep convective storms and stratospheric moisture detection in GOES and MSG imagery , 2007 .

[6]  Nai-Yu Wang,et al.  Combining Satellite Infrared and Lightning Information to Estimate Warm‐Season Convective and Stratiform Rainfall , 2014 .

[7]  R. Adler,et al.  Relation of Satellite-Based Thunderstorm Intensity to Radar-Estimated Rainfall , 1981 .

[8]  L. Munchak,et al.  Relationship of cloud top to the tropopause and jet structure from CALIPSO data , 2011 .

[9]  Robert F. Adler,et al.  Thunderstorm Intensity as Determined from Satellite Data , 1979 .

[10]  I. Laszlo,et al.  Detection of water vapor in the stratosphere over very high clouds in the tropics , 1993 .

[11]  Steven Platnick,et al.  Detecting opaque and nonopaque tropical upper tropospheric ice clouds: A trispectral technique based on the MODIS 8–12 μm window bands , 2010 .

[12]  J. Mecikalski,et al.  Forecasting Convective Initiation by Monitoring the Evolution of Moving Cumulus in Daytime GOES Imagery , 2004 .

[13]  Richard E. Carbone,et al.  Variability of Warm-Season Cloud Episodes over East Asia Based on GMS Infrared Brightness Temperature Observations , 2005 .

[14]  Patrick Minnis,et al.  Aviation Applications for Satellite-Based Observations of Cloud Properties, Convection Initiation, In-Flight Icing, Turbulence, and Volcanic Ash , 2007 .

[15]  Kristopher M. Bedka,et al.  A-Train observations of deep convective storm tops , 2013 .

[16]  Constantinos Cartalis,et al.  Monitoring Mesoscale Convective Cloud Systems Associated with Heavy Storms Using Meteosat Imagery , 2001 .

[17]  Vincenzo Levizzani,et al.  Multispectral, high-resolution satellite observations of plumes on top of convective storms , 1996 .

[18]  Johannes Schmetz,et al.  Monitoring deep convection and convective overshooting with METEOSAT , 1997 .

[19]  Pao K Wang,et al.  Moisture plumes above thunderstorm anvils and their contributions to cross-tropopause transport of water vapor in midlatitudes , 2003 .

[20]  R. Maddox Meoscale Convective Complexes , 1980 .

[21]  Shaima L. Nasiri,et al.  Evaluation of AIRS Cloud-Thermodynamic-Phase Determination with CALIPSO , 2014 .

[22]  Toshiro Inoue,et al.  A cloud type classification with NOAA 7 split‐window measurements , 1987 .

[23]  W. Paul Menzel,et al.  Cloud Properties inferred from 812-µm Data , 1994 .

[24]  Wayne F. Feltz,et al.  A Satellite-Based Convective Cloud Object Tracking and Multipurpose Data Fusion Tool with Application to Developing Convection , 2013 .

[25]  R. Saunders,et al.  An improved method for detecting clear sky and cloudy radiances from AVHRR data , 1988 .

[26]  Pao K Wang,et al.  The thermodynamic structure atop a penetrating convective thunderstorm , 2007 .

[27]  Robert F. Adler,et al.  A Satellite Infrared Technique to Estimate Tropical Convective and Stratiform Rainfall , 1988 .

[28]  J. Kerkmann,et al.  Use of the GOES-R Split-Window Difference to Diagnose Deepening Low-Level Water Vapor , 2014 .

[29]  R. Rabin,et al.  Indication of water vapor transport into the lower stratosphere above midlatitude convective storms: Meteosat Second Generation satellite observations and radiative transfer model simulations , 2008 .

[30]  Michael D. King,et al.  Simulations of Infrared Radiances over a Deep Convective Cloud System Observed during TC4: Potential for Enhancing Nocturnal Ice Cloud Retrievals , 2012, Remote. Sens..

[31]  Arnold Tafferner,et al.  Cb-TRAM: Tracking and monitoring severe convection from onset over rapid development to mature phase using multi-channel Meteosat-8 SEVIRI data , 2008 .

[32]  Steven A. Ackerman,et al.  The 27–28 October 1986 FIRE IFO Cirrus Case Study: Spectral Properties of Cirrus Clouds in the 8–12 μm Window , 1990 .

[33]  Gary J. Jedlovec,et al.  A Technique for Deriving Column-integrated Water Content Using VAS Split-Window Data , 1993 .

[34]  Guy Kelman,et al.  Satellite detection of severe convective storms by their retrieved vertical profiles of cloud particle effective radius and thermodynamic phase , 2008 .

[35]  Wayne F. Feltz,et al.  Improving Satellite-Based Convective Cloud Growth Monitoring with Visible Optical Depth Retrievals , 2014 .

[36]  J. C. Price,et al.  Land surface temperature measurements from the split window channels of the NOAA 7 Advanced Very High Resolution Radiometer , 1984 .

[37]  Nai-Yu Wang,et al.  Improving Geostationary Satellite Rainfall Estimates Using Lightning Observations: Underlying Lightning–Rainfall–Cloud Relationships , 2013 .

[38]  Tobias Zinner,et al.  Validation of the Meteosat storm detection and nowcasting system Cb-TRAM with lightning network data – Europe and South Africa , 2013 .

[39]  Patrick Minnis,et al.  Estimating effective particle size of tropical deep convective clouds with a look-up table method using satellite measurements of brightness temperature differences: PARTICLE RADIUS OF DEEP CONVECTION , 2012 .

[40]  Steven A. Ackerman,et al.  Global Satellite Observations of Negative Brightness Temperature Differences between 11 and 6.7 µm , 1996 .

[41]  L. Bosart,et al.  The March 1993 Superstorm Cyclogenesis: Incipient Phase Synoptic- and Convective-Scale Flow Interaction and Model Performance , 1997 .

[42]  Steven A. Rutledge,et al.  Nowcasting Storm Initiation and Growth Using GOES-8 and WSR-88D Data , 2003 .

[43]  John R. Mecikalski,et al.  Geostationary infrared methods for detecting lightning‐producing cumulonimbus clouds , 2013 .

[44]  Richard E. Carbone,et al.  A Climatology of Warm-Season Cloud Patterns over East Asia Based on GMS Infrared Brightness Temperature Observations , 2004 .

[45]  Wayne M. MacKenzie,et al.  Cloud-Top Properties of Growing Cumulus prior to Convective Initiation as Measured by Meteosat Second Generation. Part I: Infrared Fields , 2010 .

[46]  Toshiyuki Kurino A satellite infrared technique for estimating “deep/shallow” precipitation , 1997 .

[47]  Toshiro Inoue,et al.  On the Temperature and Effective Emissivity Determination of Semi-Transparent Cirrus Clouds by Bi-Spectral Measurements in the 10μm Window Region , 1985 .

[48]  Kristopher M. Bedka,et al.  Nowcasting Convective Storm Initiation Using Satellite-Based Box-Averaged Cloud-Top Cooling and Cloud-Type Trends , 2011 .

[49]  Wayne D. Robinson,et al.  Low-level water vapor fields from the VISSR Atmospheric Sounder (VAS) 'split window' channels , 1982 .

[50]  Catherine Gautier,et al.  SBDART: A Research and Teaching Software Tool for Plane-Parallel Radiative Transfer in the Earth's Atmosphere. , 1998 .

[51]  Toshiro Inoue,et al.  An Instantaneous Delineation of Convective Rainfall Areas Using Split Window Data of NOAH-7 AVHRR , 1987 .

[52]  R. Adler,et al.  Detection of Severe Midwest Thunderstorms Using Geosynchronous Satellite Data , 1985 .

[53]  G. Szejwach Determination of semi-transparent cirrus cloud temperature from infrared radiances - Application to Meteosat , 1982 .

[54]  D. Keyser,et al.  Delineating mid- and low-level water vapor patterns in pre-convective environments using VAS moisture channels , 1984 .

[55]  Alfred J Prata,et al.  Observations of volcanic ash clouds in the 10-12 μm window using AVHRR/2 data , 1989 .

[56]  E. Williams,et al.  The Identification and Verification of Hazardous Convective Cells over Oceans Using Visible and Infrared Satellite Observations , 2008 .

[57]  Lawrence D. Carey,et al.  Regional Comparison of GOES Cloud-Top Properties and Radar Characteristics in Advance of First-Flash Lightning Initiation , 2013 .

[58]  Philip A. Durkee,et al.  The Definition of GOES Infrared Lightning Initiation Interest Fields , 2010 .

[59]  Johannes Schmetz,et al.  Warm water vapour pixels over high clouds as observed by METEOSAT , 1997 .