GSTDTAP  > 气候变化
DOI10.3354/cr01493
Relating warm season hydroclimatic variability in the southern Appalachians to synoptic weather patterns using self-organizing maps
Sugg, Johnathan W.1; Konrad, Charles E., II2
2018
发表期刊CLIMATE RESEARCH
ISSN0936-577X
EISSN1616-1572
出版年2018
卷号74期号:2页码:145-160
文章类型Article
语种英语
国家USA
英文摘要

Hydroclimatic variability has increased in recent decades across the southeastern US, with more frequent droughts and heavy precipitation events. Among these extremes, past research reveals that there is much variety in the synoptic-scale circulation that controls warm-season precipitation. However, research has yet to examine the subtle variation between these circulation patterns and their influence on hydroclimate variability. This is particularly the case in the southern Appalachian Mountains, where topographic complexity mediates the relationship between large-scale circulation and precipitation characteristics. In this study, we use a self-organizing map to classify and spatially visualize synoptic-scale circulation patterns over the southeastern US from 1979 to 2014. The patterns identified in the self-organizing map are linked with daily precipitation characteristics in the region. Our results demonstrate that underlying topographic features have a marked influence on the hydroclimate, and this influence varies according to the configuration of circulation. Greater frequencies of light precipitation are observed across broad-scale regions of high elevation, to varying degrees, no matter which circulation pattern is present. In contrast, precipitation frequencies along interior valleys and leeward slopes are lower and largely limited to a subset of circulation patterns. This study demonstrates how shifts in the large-scale circulation are likely to alter the occurrence of different types of warm-season precipitation events across mountain catchments.


英文关键词Hydroclimatic variability Self-organizing maps Southern Appalachian Mountains
领域气候变化
收录类别SCI-E
WOS记录号WOS:000418809900005
WOS关键词SOUTHEASTERN UNITED-STATES ; ATMOSPHERIC CIRCULATION PATTERNS ; SUMMER RAINFALL VARIABILITY ; CLIMATE MODELS ; HEAVY RAINFALL ; CLOUD FORESTS ; RIVER-BASIN ; PRECIPITATION ; USA ; MOUNTAINS
WOS类目Environmental Sciences ; Meteorology & Atmospheric Sciences
WOS研究方向Environmental Sciences & Ecology ; Meteorology & Atmospheric Sciences
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文献类型期刊论文
条目标识符http://119.78.100.173/C666/handle/2XK7JSWQ/38539
专题气候变化
作者单位1.Appalachian State Univ, Dept Geog & Planning, Boone, NC 28608 USA;
2.Univ North Carolina Chapel Hill, Dept Geog, Chapel Hill, NC 27599 USA
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Sugg, Johnathan W.,Konrad, Charles E., II. Relating warm season hydroclimatic variability in the southern Appalachians to synoptic weather patterns using self-organizing maps[J]. CLIMATE RESEARCH,2018,74(2):145-160.
APA Sugg, Johnathan W.,&Konrad, Charles E., II.(2018).Relating warm season hydroclimatic variability in the southern Appalachians to synoptic weather patterns using self-organizing maps.CLIMATE RESEARCH,74(2),145-160.
MLA Sugg, Johnathan W.,et al."Relating warm season hydroclimatic variability in the southern Appalachians to synoptic weather patterns using self-organizing maps".CLIMATE RESEARCH 74.2(2018):145-160.
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