A limited area model intercomparison on the "Montserrat-2000" flash-flood event using statistical and deterministic methods

In the scope of the European project Hydropti- met, INTERREG IIIB-MEDOCC programme, limited area model (LAM) intercomparison of intense events that pro- duced many damages to people and territory is performed. As the comparison is limited to single case studies, the work is not meant to provide a measure of the different models' skill, but to identify the key model factors useful to give a good forecast on such a kind of meteorological phenom- ena. This work focuses on the Spanish flash-flood event, also known as "Montserrat-2000" event. The study is performed using forecast data from seven op- erational LAMs, placed at partners' disposal via the Hydrop- timet ftp site, and observed data from Catalonia rain gauge network. To improve the event analysis, satellite rainfall es- timates have been also considered. For statistical evaluation of quantitative precipitation fore- casts (QPFs), several non-parametric skill scores based on contingency tables have been used. Furthermore, for each model run it has been possible to identify Catalonia regions affected by misses and false alarms using contingency table elements. Moreover, the standard "eyeball" analysis of fore- cast and observed precipitation fields has been supported by the use of a state-of-the-art diagnostic method, the contigu- ous rain area (CRA) analysis. This method allows to quantify the spatial shift forecast error and to identify the error sources that affected each model forecasts. High-resolution modelling and domain size seem to have a key role for providing a skillful forecast. Further work is needed to support this statement, including verification using a wider observational data set.

[1]  E. Lorenz Energy and Numerical Weather Prediction , 1960 .

[2]  S. Barnes,et al.  A Technique for Maximizing Details in Numerical Weather Map Analysis , 1964 .

[3]  H. Kuo Further Studies of the Parameterization of the Influence of Cumulus Convection on Large-Scale Flow , 1974 .

[4]  Steven E. Koch,et al.  An interactive Barnes objective map analysis scheme for use with satellite and conventional data , 1983 .

[5]  J. K. Page,et al.  Prediction of solar radiation on inclined surfaces , 1986 .

[6]  J. Kain,et al.  A One-Dimensional Entraining/Detraining Plume Model and Its Application in Convective Parameterization , 1990 .

[7]  J. Schaefer The critical success index as an indicator of Warning skill , 1990 .

[8]  B. Ritter,et al.  A comprehensive radiation scheme for numerical weather prediction models with potential applications in climate simulations , 1992 .

[9]  Andrea Buzzi,et al.  Validation of a limited area model in cases of mediterranean cyclogenesis: Surface fields and precipitation scores , 1994 .

[10]  Paul Schultz,et al.  An explicit cloud physics parameterization for operational numerical weather prediction , 1995 .

[11]  P. Xie,et al.  An Intercomparison of Gauge Observations and Satellite Estimates of Monthly Precipitation , 1995 .

[12]  Daniel S. Wilks,et al.  Statistical Methods in the Atmospheric Sciences: An Introduction , 1995 .

[13]  W. Cotton,et al.  New RAMS cloud microphysics parameterization part I: the single-moment scheme , 1995 .

[14]  Ralph Ferraro,et al.  The Development of SSM/I Rain-Rate Retrieval Algorithms Using Ground-Based Radar Measurements , 1995 .

[15]  C. Duchon,et al.  Assessment of Rainfall Estimates Using a Standard Z-R Relationship and the Probability Matching Method Applied to Composite Radar Data in Central Florida , 1996 .

[16]  William R. Cotton,et al.  New RAMS cloud microphysics parameterization. Part II: The two-moment scheme , 1997 .

[17]  Tiziana Paccagnella,et al.  Intercomparison between BATS LSPM surface schemes, using point micrometeorological data set , 1997 .

[18]  Ralph Ferraro,et al.  Special sensor microwave imager derived global rainfall estimates for climatological applications , 1997 .

[19]  N. Tartaglione,et al.  Numerical Simulations of the 1994 Piedmont Flood: Role of Orography and Moist Processes , 1998 .

[20]  David J. Stensrud,et al.  Simulating Flash Flood Events: Importance of the Subgrid Representation of Convection , 1998 .

[21]  Thomas M. Hamill,et al.  Hypothesis Tests for Evaluating Numerical Precipitation Forecasts , 1999 .

[22]  P. Malguzzi,et al.  An economical second‐order advection scheme for numerical weather prediction , 1999 .

[23]  Roger A. Pielke,et al.  Coupled Atmosphere–Biophysics–Hydrology Models for Environmental Modeling , 2000 .

[24]  Luigi Foschini,et al.  Mesoscale Meteorological Features Associated with Heavy Precipitation in the Southern Alpine Region , 2000 .

[25]  J. McBride,et al.  Verification of precipitation in weather systems: determination of systematic errors , 2000 .

[26]  J. McBride,et al.  Verification of Quantitative Precipitation Forecasts from Operational Numerical Weather Prediction Models over Australia , 2000 .

[27]  Kenneth J. Westrick,et al.  Does Increasing Horizontal Resolution Produce More Skillful Forecasts , 2002 .

[28]  Anna Ghelli,et al.  Verification of Precipitation Forecasts over the Alpine Region Using a High-Density Observing Network , 2002 .

[29]  O. V. Drofa The parameterization of microphysical processes for atmospherical numerical models , 2003 .

[30]  A. Speranza,et al.  Sensitivity of Precipitation Forecast Skill Scores to Bilinear Interpolation and a Simple Nearest-Neighbor Average Method on High-Resolution Verification Grids , 2003 .

[31]  Tomeu Rigo,et al.  The ‘Montserrat‐2000’ flash‐flood event: a comparison with the floods that have occurred in the northeastern Iberian Peninsula since the 14th century , 2003 .

[32]  F. Valentinotti,et al.  POSEIDON: An integrated system for analysis and forecast of hydrological, meteorological and surface marine fields in the Mediterranean area , 2004 .

[33]  Silvio Davolio,et al.  The impact of resolution and of MAP reanalysis on the simulations of heavy precipitation during MAP cases , 2004 .

[34]  M. C. Llasat,et al.  A methodology for the classification of convective structures using meteorological radar: Application to heavy rainfall events on the Mediterranean coast of the Iberian Peninsula , 2004 .

[35]  Marco Casaioli,et al.  Comparison of rain gauge observations with modeled precipitation over Cyprus using Contiguous Rain Area analysis , 2005 .