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Regionalization of snowfall frequency and trends over the contiguous United States

机译:连续美国降雪频率和趋势的区域化

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This study examines the regional variations in the frequency of snowfall across the conterminous United States from 1930 to 2007. Principal components analysis and cluster analysis are used to group stations together based on the main modes of variation in snowfall frequency. Results indicate the existence of seven unique snowfall regions, which correspond to predominant storm tracks across the United States. These are the southeast, the south central Plains and southwest, the Ohio River Valley and mid-Atlantic, the Pacific Northwest, and three sub-regions in the Upper-Midwest. Quantile regression reveals that the distribution functions of each region's snowfall frequency are different and in some regions, changing over time. The northern part of the Upper-Midwest is experiencing increasing trends in all percentiles of snowfall frequencies, the Pacific northwest is experiencing declines in greater than median snowfall frequencies, and the southeast is seeing a decline in extreme frequency years. Correlation analysis between large-scale teleconnection patterns and regionally averaged snowfall frequencies corroborate previous findings and indicate specific forcing mechanisms for snowfall frequency in each region.
机译:这项研究调查了1930年至2007年整个美国本土降雪频率的区域变化。基于降雪频率变化的主要模式,使用主成分分析和聚类分析将站分组在一起。结果表明存在七个独特的降雪区域,分别与全美国的主要风暴轨迹相对应。这些是东南,中南部平原和西南,俄亥俄河谷和大西洋中部,西北太平洋以及上中西部的三个子区域。分位数回归表明,每个地区降雪频率的分布函数是不同的,并且在某些地区随时间变化。中西部的北部降雪频率的所有百分位数都呈上升趋势,西北太平洋的降雪频率均大于中值降幅,东南部的极端频率年均呈下降趋势。大规模遥相关型与区域平均降雪频率之间的相关分析证实了先前的发现,并指出了每个地区降雪频率的特定强迫机制。

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