DOI: 10.1002/2013JD020319
论文题名: Evaluation of TMPA 3B42 daily precipitation estimates of tropical cyclone rainfall over Australia
作者: Chen Y. ; Ebert E.E. ; Walsh K.J.E. ; Davidson N.E.
刊名: Journal of Geophysical Research Atmospheres
ISSN: 21698996
出版年: 2013
卷: 118, 期: 21 起始页码: 11966
结束页码: 11978
语种: 英语
英文关键词: hurricane
; hydrometeor
; satellite
; TRMM
; typhoon
; validation
Scopus关键词: Estimation
; Hurricanes
; Rain gages
; Satellites
; Soil moisture
; Storms
; Tropics
; Correlation coefficient
; Empirical orthogonal function analysis
; hydrometeor
; Overall characteristics
; Root-mean square errors
; TRMM
; Tropical rainfall measuring missions
; validation
; Rain
; diurnal variation
; hydrometry
; model validation
; precipitation (climatology)
; rainfall
; TRMM
; tropical cyclone
; tropical region
; Australia
英文摘要: Heavy rain from tropical cyclone (TC) landfall has extensive impacts on human life and society. Its estimation is subject to considerable uncertainty, especially in Australian tropical regions. In this study we evaluate the Tropical Rainfall Measuring Mission (TRMM) Multi-satellite Precipitation Analysis (TMPA) 3B42 rainfall estimates in landfalling TCs over Australia. A high-quality gauge-based gridded rainfall product from the Australian Water Availability Project (AWAP) is utilized as reference data. The overall characteristics of TMPA 3B42 estimates are measured by mean rain rate, correlation coefficient, relative bias, relative root-mean-square error, and empirical orthogonal function analysis on both AWAP and TMPA 3B42. These comparisons show good correspondence over space and time between TMPA 3B42 and AWAP analysis for rainfall at TC landfall over Australia. The results also show that TMPA 3B42 generally overestimates TC rain for low rain rate but underestimates TC rain at high rain rate. TC intensity, location, terrain, and TC seasons all have impacts on TMPA 3B42's detection skill. For TC heavy rain, TMPA 3B42 shows better agreement with AWAP during more intense TCs (CAT3-5), in the eyewall as opposed to the rain bands, in the tropics as opposed to the subtropics, and in late TC seasons as opposed to early and peak TC seasons. Finally, a case study for TC Yasi (2011) is chosen to illustrate TMPA 3B42's ability to estimate TC landfall rainfall over Australia. Even though the performance of TMPA 3B42 can vary from case to case, TMPA 3B42 has a high correlation coefficient with AWAP and achieves good skill scores in most cases. Key Points Good agreement between 3B42 and AWAP TC intensity, location, terrain and season affect TMPA 3B42's detection skill TMPA 3B42's performance varies from case to case ©2013. American Geophysical Union. All Rights Reserved. Citation statistics:
资源类型: 期刊论文
标识符: http://119.78.100.158/handle/2HF3EXSE/63168
Appears in Collections: 影响、适应和脆弱性 气候减缓与适应
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作者单位: School of Earth Sciences, University of Melbourne, Melbourne, VIC 3010, Australia; Centre for Australian Weather and Climate Research, Bureau of Meteorology, Melbourne, VIC, Australia
Recommended Citation:
Chen Y.,Ebert E.E.,Walsh K.J.E.,et al. Evaluation of TMPA 3B42 daily precipitation estimates of tropical cyclone rainfall over Australia[J]. Journal of Geophysical Research Atmospheres,2013-01-01,118(21)