Urban flash flood applications of high-resolution rainfall estimation by X-band dual-polarization radar network

被引:4
作者
Chandrasekar, V. [1 ]
Chen, Haonan [1 ]
Maki, Masayuki [2 ]
机构
[1] Colorado State Univ, 1373 Campus Delivery, Ft Collins, CO 80523 USA
[2] Natl Res Inst Earth Sci & Disaster Prevent, Tsukuba, Ibaraki, Japan
来源
REMOTE SENSING OF THE ATMOSPHERE, CLOUDS, AND PRECIPITATION IV | 2012年 / 8523卷
基金
美国国家科学基金会;
关键词
X-band dual-polarization radar; Radar QPE; Urban flash flood; Flood warning; PREDICTION; IMPACTS;
D O I
10.1117/12.977602
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
Flooding in general, especially the urban flash flooding is one of the most destructive nature hazards. Rainfall estimates from radar network are often used as input to various hydrological models for further flood warning and mitigations. The X-band dual-polarization radar network developed by the United States National Science Foundation Engineering Research Center (NSF-ERC) for Collaborative Adaptive Sensing of the Atmosphere (CASA) has shown great improvement to radar based Quantitative Precipitation Estimation (QPE), through many years of experimental validation studies. QPE and rainfall nowcasting are important goals of CASA X-band dual-polarization radar networks. This paper presents an overview of CASA QPE and nowcasting methodology. In addition, 20 rainfall events collected from the Oklahoma test best during the past 3 years are used to evaluate the networked radar rainfall products. Cross validation with a gauge network using these 20 events' data shows that the estimates of instantaneous rain rate, 5-minute, 10-minute, and hourly rainfall have normalized standard error of about 47.57%, 40.03%, 34.61% and 24.78%, respectively, whereas a low bias of about -3.83%, -2.83%,-2.77% and -3.45% respectively. These evaluation results demonstrate great improvement compared to the current state-of-the-art. The paper also deals with the potential role of these high-resolution rainfall products for flash floods warning and mitigation.
引用
收藏
页数:7
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