首页|基于模式物理量参数的云南雷暴大风概率预报技术研究

基于模式物理量参数的云南雷暴大风概率预报技术研究

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利用2019-2021年云南 125个国家站大风数据和云南省地闪资料,统计云南雷暴大风个例,并挑选对雷暴大风有重要意义的物理量参数,结合NCEP再分析资料确定云南雷暴大风个例的物理量阈值,再基于ECMWF数值模式预报产品及确定的阈值,采用二分法进行云南雷暴大风概率预报.结果表明:在云南三次雷暴大风过程预报检验中,8月 4日云南中部及东北部雷暴大风均命中,但在云南西部及西南部出现大范围的虚警,导致此次过程虚警率较高和临界成功指数较低;8月 5日云南中部、东北及西北部雷暴大风预报正确,且云南西部及南部虚警范围小,虚警率较 8月 4日明显降低;7月 7日云南自东北向西南出现大范围的雷暴大风天气过程,雷暴大风预报落区与实况基本吻合,呈现命中率高、虚警率较低的特征;三次过程命中率、临界成功指数、虚警率平均为0.873、0.203、0.789.
Research on Probability Forecast Technology of Thunderstorm and Gale in Yunnan Based on Model Physical Parameters
Using the strong wind data from 125 national stations and the ground lightning data of Yunnan Province from 2019 to 2021,the thunderstorm gale weather cases in Yunnan are counted.tthe physical parameters that are of great significance to the thunder-storm gale are selected.The NCEP reanalysis data is used to statistic the physical quantity threshold of thunderstorm gale cases in Yunnan and based on the statistically determined thresholds and physical quantity data of ECMWF numerical model,the dichotomy is adopted to conduct thunderstorm gale probability forecast in Yunnan.Among the forecast tests of three thunderstorm gale processes in Yunnan,which happened in the middle and northeast Yunnan on August 4 were all hit,but a wide range of false alarms occurred in western and southwestern Yunnan,resulting in a high false rate and low critical success index in this process.The forecast of thunderstorm gale in cent-ral,northeastern and northwestern Yunnan on August 5 was correct,and the false alarm range in western and southern Yunnan was small,and the false alarm rate was significantly lower than that on August 4.On July 7,a large-scale thunderstorm gale weather process occurred in Yunnan from northeast to southwest,the forecast area of thunderstorm gale was basically consistent with the actual situation,showing the characteristics of high hit rate and low false alarm rate.The average hit rate,critical success index and false alarm rate of the three pro-cesses were 0.873,0.203 and 0.789,respectively.

Thunderstorm galeProbability forecastHit rateFalse alarm rate

陈小华、李华宏、何钰、马文倩、李耀孙

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云南省气象台,昆明 650034

中国气象局横断山区(低纬高原)灾害性天气研究中心,昆明 650034

中国气象局水文气象重点开放实验室,北京 100081

雷暴大风 概率预报 命中率 虚警率

国家自然科学基金面上项目中国气象局水文气象重点开放实验室开放研究项目中国气象局创新专项中国气象局创新专项

4237504323SWQXZ008CXFZ2022J002CXFZ2023J030

2024

高原山地气象研究
中国气象局成都高原气象研究所 中国气象学会高原气象学委员会

高原山地气象研究

CSTPCD
影响因子:1.313
ISSN:1674-2184
年,卷(期):2024.44(2)