Classification of cloud complexity in severe weather conditions over the Ionian sea and the south-east Dodecanese using Meteosat data

Abstract A case study is presented in order to illustrate the usefulness of multi-spectral information for the classification of cloud complexity in severe weather conditions. Severe weather over Rodos island and the Ionian Sea on 20 October 1994 occurred just one day before the heavy rainfall over mainland Hellas, which due to sudden flooding over certain areas of Attiki, Hellas, led to the deaths of 10 people.

[1]  George A. Isaac,et al.  On a new approach for instantaneous rain area delineation in the midlatitudes using GOES data , 1985 .

[2]  Louis Garand,et al.  A Structural-Stochastic Model for the Analysis and Synthesis of Cloud Images , 1986 .

[3]  Ronald M. Welch,et al.  A neural network approach to cloud classification , 1990 .

[4]  A. Arking,et al.  Retrieval of Cloud Cover Parameters from Multispectral Satellite Images , 1985 .

[5]  C. Kidd,et al.  A new instrument with rainfall monitoring potential , 1988 .

[6]  G. D'souza,et al.  Bristol Techniques for the Use of Satellite Data in Raincloud and Rainfall Monitoring , 1986 .

[7]  I. L. Thomas,et al.  Classification of remotely sensed images. , 1987 .

[8]  V: Daily catchment rainfall estimated from meteosat , 1991 .

[9]  G. D'souza,et al.  Satellite rainfall estimation techniques using visible and infrared imagery , 1990 .

[10]  Joann Parikh,et al.  A comparative study of cloud classification techniques , 1977 .

[11]  R. Adler,et al.  Infrared and Visible Satellite Rain Estimation. Part II: A Cloud Definition Approach , 1987 .

[12]  Karl-Göran Karlsson Development of an operational cloud classification model , 1989 .

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

[14]  Iain MacLaren,et al.  Neural networks and cloud classification , 1994, Remote Sensing.

[15]  Louis Garand,et al.  Automated Recognition of Oceanic Cloud Patterns. Part I: Methodology and Application to Cloud Climatology , 1988 .

[16]  R. Brown,et al.  Delineation of Precipitation Areas Using Meteosat Infrared and Visible Data in the Region of the United Kingdom , 1993 .

[17]  Roland T. Chin,et al.  Determination of Rainfall Rates from GOES Satellite Images by a Pattern Recognition Technique , 1985 .

[18]  Philip E. Ardanuy,et al.  Estimating Climatic-Scale Precipitation from Space: A Review , 1989 .