GSTDTAP  > 地球科学
DOI10.1016/j.atmosres.2018.03.009
WRF simulations for a heavy rainfall event in southern Italy: Verification and sensitivity tests
Avolio, Elenio1; Federico, Stefano2
2018-09-01
发表期刊ATMOSPHERIC RESEARCH
ISSN0169-8095
EISSN1873-2895
出版年2018
卷号209页码:14-35
文章类型Article
语种英语
国家Italy
英文摘要

In this paper we study the sensitivity of the quantitative precipitation forecast (QPF) to different physical parameterization schemes and configuration settings of WRF (Weather Research and Forecasting) model for a catastrophic event occurred in Calabria, Southern Italy.


The event lasted four days, from 30 October 2015 to 2 November 2015, and affected mostly the eastern side of the peninsula. Several raingauges measured > 500 mm for the whole event, with the maximum recorded in Chiaravalle (739 nun for the whole event, which is about half of the yearly rainfall). Damages to railway, roads and properties were extensive.


To show the sensitivity of the QPF to the model settings and physical parameterization schemes, twelve configurations of WRF are considered, in addition to the control run (CC), which is the configuration used for the operational forecast at ISAC-CNR in Lamezia Terme. In particular, we tested the sensitivity of the QPF to four different microphysical schemes, three Planetary Boundary Layer (PBL) schemes (non-local and local), two cumulus parameterization schemes, two different horizontal resolutions (1 km vs 3 km), and different initial and boundary conditions. The QPF is verified both by quantitative measures and qualitative scores, using the observations of 156 raingauges quite uniformly distributed over Calabria. The analysis refers to 12 h and 24 h rainfall, but some details are given also for shorter time scales.


Results show that most of the WRF configurations are able to predict most of the features of the precipitation field. However, there are differences at the local scale (few tens of kilometers) that are important for several purposes, including civil protection. In particular, using a non-local PBL closure scheme was fundamental to correctly simulate the heavy precipitation close to the sea for this case, while other configurations predicted the rainfall more anchored to mountain peaks. The good performance of non-local PBL scheme confirms the findings of a previous study over Calabria.


The results of this paper show the sensitivity of the QPF at the local scale for different WRF configurations and an ensemble approach is envisaged to improve the prediction of such catastrophic events.


英文关键词WRF model Heavy rain Flood Parameterization schemes Scores
领域地球科学
收录类别SCI-E
WOS记录号WOS:000435051100002
WOS关键词MESOSCALE CONVECTIVE SYSTEMS ; BOUNDARY-LAYER ; NUMERICAL SIMULATIONS ; PRECIPITATION EVENTS ; VERTICAL DIFFUSION ; FLASH-FLOOD ; PART I ; MODEL ; PARAMETERIZATION ; WEATHER
WOS类目Meteorology & Atmospheric Sciences
WOS研究方向Meteorology & Atmospheric Sciences
引用统计
文献类型期刊论文
条目标识符http://119.78.100.173/C666/handle/2XK7JSWQ/38219
专题地球科学
作者单位1.CNR, Natl Res Council, ISAC, Inst Atmospher Sci & Climate, Lamezia Terme, Italy;
2.CNR, Natl Res Council, ISAC, Inst Atmospher Sci & Climate, Rome, Italy
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Avolio, Elenio,Federico, Stefano. WRF simulations for a heavy rainfall event in southern Italy: Verification and sensitivity tests[J]. ATMOSPHERIC RESEARCH,2018,209:14-35.
APA Avolio, Elenio,&Federico, Stefano.(2018).WRF simulations for a heavy rainfall event in southern Italy: Verification and sensitivity tests.ATMOSPHERIC RESEARCH,209,14-35.
MLA Avolio, Elenio,et al."WRF simulations for a heavy rainfall event in southern Italy: Verification and sensitivity tests".ATMOSPHERIC RESEARCH 209(2018):14-35.
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