Storm Catalog-Based Analysis of Rainfall Heterogeneity and Frequency in a Complex Terrain

被引:35
作者
Zhou, Zhengzheng [1 ,2 ]
Smith, James A. [2 ]
Wright, Daniel B. [3 ]
Baeck, Mary Lynn [2 ]
Yang, Long [2 ,5 ]
Liu, Shuguang [4 ]
机构
[1] Tongji Univ, Sch Ocean & Earth Sci, Shanghai, Peoples R China
[2] Princeton Univ, Dept Civil & Environm Engn, Princeton, NJ 08544 USA
[3] Univ Wisconsin, Dept Civil & Environm Engn, Madison, WI 53706 USA
[4] Tongji Univ, Dept Hydraul Engn, Shanghai, Peoples R China
[5] Nanjing Univ, Sch Geog & Ocean Sci, Nanjing, Jiangsu, Peoples R China
基金
中国博士后科学基金; 美国国家科学基金会;
关键词
rainfall frequency analysis; extreme rainfall heterogeneity; stochastic storm transposition; SMALL URBAN WATERSHEDS; FLASH-FLOOD; WEATHER RADAR; EXCEEDANCE PROBABILITIES; EXTREME PRECIPITATION; HYDROLOGIC RESPONSE; TROPICAL CYCLONES; HEAVY RAINFALL; CLIMATE-CHANGE; FORT-COLLINS;
D O I
10.1029/2018WR023567
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Urban development, topographic relief, and coastal boundaries can all exert influences on storm hydroclimatology, making rainfall and flood frequency analysis a major challenge. This study explores heterogeneity in extreme rainfall in the Baltimore Metropolitan region at small spatial scales using hydrometeorological analyses of major storm events in combination with hydroclimatological analyses based on storm catalogs developed using a 16-year record of high-resolution bias-corrected radar rainfall fields. Our analyses demonstrate the potential for rainfall frequency methods using storm catalogs combined with stochastic storm transposition (SST); procedures are implemented for Dead Run, a small (14.3km(2)) urban watershed located within the Baltimore Metropolitan area. The results point to the pronounced impact of complex terrain (including the Chesapeake Bay to the east, mountainous terrain to the west and urbanization in the region) on the regional rainfall climatology. Warm-season thunderstorm systems are shown to be the dominant mechanism for generating extreme, short-duration rainfall that leads to flash flooding. The SST approach is extended through the implementation of a multiplier field that accounts for spatial heterogeneities in extreme rainfall magnitude. SST-based analyses demonstrate the need to consider rainfall heterogeneity at multiple scales when estimating the rainfall intensity-duration-frequency relationships.
引用
收藏
页码:1871 / 1889
页数:19
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