Impact of Model Resolution and Initial/Boundary Conditions in Forecasting Flood-Causing Precipitations

被引:13
|
作者
Ferrari, Francesco [1 ,2 ]
Cassola, Federico [3 ]
Tuju, Peter Enos [1 ]
Stocchino, Alessandro [1 ]
Brotto, Paolo [4 ]
Mazzino, Andrea [1 ,2 ,4 ]
机构
[1] Univ Genoa, Dipartimento Ingn Civile Chim & Ambientale, Via Montallegro 1, I-16145 Genoa, Italy
[2] Ist Nazl Fis Nucl, Genova Sect, Via Dodecaneso 33, I-16146 Genoa, Italy
[3] Agenzia Reg Protez Ambiente Ligure, Viale Brigate Partigiane 2, I-16129 Genoa, Italy
[4] PM TEN Srl, Pzza Vittoria 7-14, I-16121 Genoa, Italy
关键词
numerical weather prediction; WRF model; quantitative precipitation forecast; weather hazard; severe convection; mediterranean flash floods; initial and boundary conditions; SST; SEA-SURFACE TEMPERATURE; ENSEMBLE TRANSFORM; FLASH-FLOOD; HEAVY PRECIPITATION; TORRENTIAL RAINS; SOUTHERN FRANCE; SIMULATIONS; EVENTS; SENSITIVITY; SYSTEM;
D O I
10.3390/atmos11060592
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In late summer and autumn Mediterranean coastal regions are quite regularly affected by small-scale, flood-producing convective systems. The complexity of mesoscale triggering mechanisms, related to low-level temperature gradients, moisture convergence, and topographic effects contributes to limit the predictability of such phenomena. In the present work, a severe convection episode associated to a flash flood occurred in Cannes (southern France) in October 2015, is investigated by means of numerical simulations with a state-of-the-art nonhydrostatic mesoscale model. In the modelling configuration operational at the University of Genoa precipitation maxima were underestimated and misplaced. The impact of model resolution as well as initial and boundary conditions on the quantitative precipitation forecasts is analyzed and discussed. In particular, the effect of ingesting a high-resolution satellite-derived sea surface temperature field is proven to be beneficial in terms of precipitation intensity and localization, especially when also associated with the most accurate lateral boundary conditions.
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页数:20
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