DOI: 10.1175/JCLI-D-15-0098.1
Scopus记录号: 2-s2.0-84977460340
论文题名: Global detection and analysis of coastline-associated rainfall using an objective pattern recognition technique
作者: Bergemann M. ; Jakob C. ; Lane T.P.
刊名: Journal of Climate
ISSN: 8948755
出版年: 2015
卷: 28, 期: 18 起始页码: 7225
结束页码: 7236
语种: 英语
Scopus关键词: Algorithms
; Atmospheric pressure
; Climate models
; Climatology
; Landforms
; Pattern recognition
; Rain
; Coastlines
; Cumulus parameterization
; Madden-Julian oscillation
; Pattern detection
; Pattern recognition techniques
; Satellite observations
; Sea breeze
; Weather and climate models
; Precipitation (meteorology)
; algorithm
; coastal zone
; cumulus
; detection method
; El Nino-Southern Oscillation
; Madden-Julian oscillation
; pattern recognition
; precipitation assessment
; rainfall
; satellite data
; sea breeze
; Canada
; Madagascar
; Maritime Provinces
; Mediterranean Region
; Pacific Ocean
; Panama Bight
英文摘要: Coastally associated rainfall is a common feature, especially in tropical and subtropical regions. However, it has been difficult to quantify the contribution of coastal rainfall features to the overall local rainfall. The authors develop a novel technique to objectively identify precipitation associated with land-sea interaction and apply it to satellite-based rainfall estimates. The Maritime Continent, the Bight of Panama, Madagascar, and the Mediterranean are found to be regions where land-sea interactions play a crucial role in the formation of precipitation. In these regions ~40%-60% of the total rainfall can be related to coastline effects. Because of its importance for the climate system, the Maritime Continent is a region of particular interest, with high overall amounts of rainfall and large fractions resulting from land-sea interactions throughout the year. To demonstrate the utility of this study's identification method, the authors investigate the influence of several modes of variability, such as the Madden-Julian oscillation and the El Niño-Southern Oscillation, on coastal rainfall behavior. The results suggest that during large-scale suppressed convective conditions, coastal effects tend to modulate the rainfall over the Maritime Continent leading to enhanced rainfall over land regions compared to the surrounding oceans. The authors propose that the novel objective dataset of coastally influenced precipitation can be used in a variety of ways, such as to inform cumulus parameterization or as an additional tool for evaluating the simulation of coastal precipitation within weather and climate models. © 2015 American Meteorological Society. Citation statistics:
资源类型: 期刊论文
标识符: http://119.78.100.158/handle/2HF3EXSE/50368
Appears in Collections: 气候变化事实与影响
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作者单位: School of Earth, Atmosphere and Environment, Faculty of Science, Monash University, Melbourne, VIC, Australia; ARC Centre of Excellence for Climate System Science, Monash University, Melbourne, VIC, Australia; School of Earth Sciences, University of Melbourne, Melbourne, VIC, Australia; ARC Centre of Excellence for Climate System Science, University of Melbourne, Melbourne, VIC, Australia
Recommended Citation:
Bergemann M.,Jakob C.,Lane T.P.. Global detection and analysis of coastline-associated rainfall using an objective pattern recognition technique[J]. Journal of Climate,2015-01-01,28(18)