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台风期间PWV与降雨量的相关性分析
引用本文:张静影,罗亦泳,邓 健,何原荣,黄 城.台风期间PWV与降雨量的相关性分析[J].大地测量与地球动力学,2020,40(5):491-495.
作者姓名:张静影  罗亦泳  邓 健  何原荣  黄 城
作者单位:东华理工大学测绘工程学院;武汉大学测绘学院;厦门理工学院计算机与信息工程学院
基金项目:国家自然科学基金(41861058);江西省数字国土重点实验室开放基金(DLLJ201612)。
摘    要:基于2015~2017年台湾地区“苏迪罗”、“鲇鱼”、“海棠”等3次台风事件,利用地基GPS数据反演得到大气可降雨量(PWV),初步分析台风期间PWV与降雨量的关系,并利用交叉小波和小波相干进一步分析PWV与降雨量的时空变化规律。结果表明,台风发生期间,PWV总体呈先上升后下降的趋势,波动性剧烈;降雨发生时,PWV一定发生剧烈变化;在研究时域内,PWV与降雨量存在很强的正相关关系,相关系数达到0.7,PWV超前降雨量变化,PWV变化后的0~3 h发生强降雨。研究PWV与降雨量的时空变化特征可为短时降雨预报提供参考。

关 键 词:台风  PWV  交叉小波  小波相干  

Correlation Analysis of PWV and Rainfall during Typhoon
ZHANG Jingying,LUO Yiyong,DENG Jian,HE Yuanrong,HUANG Cheng.Correlation Analysis of PWV and Rainfall during Typhoon[J].Journal of Geodesy and Geodynamics,2020,40(5):491-495.
Authors:ZHANG Jingying  LUO Yiyong  DENG Jian  HE Yuanrong  HUANG Cheng
Institution:(Faculty of Geomatics,East China University of Technology,418 Guanglan Road,Nanchang 330013,China;School of Geodesy and Geomatics,Wuhan University,129 Luoyu Road,Wuhan 430079,China;School of Computer and Information Engineering,Xiamen University of Technology,600 Ligong Road,Xiamen 361024,China)
Abstract:This paper is based on the three typhoon events of “Soudelor”, “Megi” and “Haitang” in Taiwan from 2015 to 2017. We use ground-based GPS data to retrieve the atmospheric rainfall (PWV), and carry out preliminary analysis of the relationship between PWV and rainfall during typhoon.Second,we use cross-wavelet and wavelet coherence to further analyze the temporal and spatial variation of PWV and rainfall. The results show that: during the typhoon, the PWV generally rises and then decreases, and the volatility is severe. When the rainfall occurs, the PWV must change drastically. In the research time domain, PWV has a strong positive correlation with rainfall, and the correlation coefficient reaches 0.7; PWV changes in pre-existing rainfall, and heavy rainfall occurs 0-3 h after PWV changes. Studying the temporal and spatial variation characteristics of PWV and rainfall provides a good reference for short-term rainfall forecasting.
Keywords:typhoon  PWV  cross wavelet  wavelet coherence  
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