本文已被:浏览 0次 下载 0次
投稿时间:2024-08-26 修订日期:2024-12-08
投稿时间:2024-08-26 修订日期:2024-12-08
中文摘要: 以考虑土壤含水量饱和度的动态临界雨量山洪预警为基础,提出基于模糊评价法的山洪灾害气象预警方法。该方法根据新安江水文模型建立考虑土壤含水量饱和度的山洪灾害气象预警动态临界雨量指标,利用模糊评价法构建山洪灾害气象预警等级和模糊评分的对应关系,采用CMA-MESO、CMA-SH9、CMA-BJ模式及智能网格等降水预报作为输入,计算山洪灾害气象预警等级及其模糊评分,分别使用等权重平均及以确定性系数、洪峰流量相对误差构建的权重算法,计算山洪灾害气象预警综合模糊评分,根据上述对应关系判别气象预警等级。采用该方法对2021年7月17—22日安阳河横水水文站以上流域的山洪灾害进行应用检验,结果表明基于模糊评价法的山洪灾害气象预警结果命中率与CMA-BJ模式相当,高于其他模式;漏报率和空报率与CMA-BJ模式相当,低于其他模式;TS评分均高于其他模式。与采用CMA-MESO、CMA-SH9、CMA-BJ模式及智能网格等单一降水预报作为降水输入判别的山洪灾害气象预警相比,基于模糊评价法的山洪灾害气象预警方法结果较好,能够延长预见期,提高预警精度。
中文关键词: 山洪灾害,气象预警,动态临界雨量,模糊评价法
Abstract:A meteorological early warning method for mountain torrent disasters is proposed using the fuzzy evaluation method in this paper. The method is based on the dynamic critical rainfall for mountain torrent early warning that considers soil water content saturation, then a correspondence between meteorological warning levels and fuzzy scores for mountain torrent disasters is established based on the fuzzy evaluation method. Equal weight averaging and weighting algorithms constructed based on the coefficient of determination or the relative error of peak flow are respectively adopted. With this method, together with the comprehensive fuzzy scores for meteorological warning calculated by using the precipitation forecasts from CMA-MESO, CMA-SH9, CMA-BJ and intelligent grid forecasting, the meteorological early warning level is determined. The results show that the hit rate of the meteorological early warning results based on the fuzzy evaluation method is comparable to that of the CMA-BJ and higher than other models, the miss rate and false alarm rate are also comparable to those of the CMA-BJ and lower than other models, the TS scores are all higher than those of other models, through the application and verification of the mountain torrent disaster in Hengshui of Anyang River from 17 to 22 July 2021. This method can extend the lead time of mountain torrent prediction and improve the accuracy of early warning.
文章编号: 中图分类号: 文献标志码:
基金项目:2023年度河南省重点研发与推广专项(科技攻关)(232102320027)、中国气象局气象能力提升联合研究专项(22NLTSY005)和河南省2021年度国家超级计算郑州中心创新生态系统建设科技专项(201400210800)共同资助
引用文本:
王振亚,王迪,栗晗,张亚春,马蕴琦,葛振飞,2025.基于模糊评价法的山洪灾害气象预警方法[J].气象,51(6):744-755.
WANG Zhenya,WANG Di,LI Han,ZHANG Yachun,MA Yunqi,GE Zhenfei,2025.Meteorological Early Warning Method of Mountain Torrent Disaster Based on Fuzzy Evaluation Method[J].Meteor Mon,51(6):744-755.
王振亚,王迪,栗晗,张亚春,马蕴琦,葛振飞,2025.基于模糊评价法的山洪灾害气象预警方法[J].气象,51(6):744-755.
WANG Zhenya,WANG Di,LI Han,ZHANG Yachun,MA Yunqi,GE Zhenfei,2025.Meteorological Early Warning Method of Mountain Torrent Disaster Based on Fuzzy Evaluation Method[J].Meteor Mon,51(6):744-755.
