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Snow and weather climatic control on snow avalanche occurrence fluctuations over 50 yr in the French Alps

机译:法国阿尔卑斯山50年以上雪雪天气对雪崩发生波动的控制

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摘要

Snow avalanche activity is controlled to a large extent by snow and weather patterns. However, its response to climate fluctuations remains poorly documented. Previous studies have focused on direct extraction of trends in avalanche and winter climate data, and this study employs a time-implicit method to model annual avalanche activity in the French Alps during the 1958–2009 period from its most representative climatic drivers. Modelled snow and weather data for different elevations and aspects are considered as covariates that explain actual observed avalanche counts, modelled instability indexes, and a combination of both avalanche activity indicators. These three series present relatively similar fluctuations over the period and good consistency with historically harsh winters. A stepwise procedure is used to obtain regression models that accurately represent trends as well as high and low peaks with a small number of physically meaningful covariates, showing their climatic relevance. The activity indicators and their regression models seen as time series show, within a high interannual variability, a predominant bell-shaped pattern presumably related to a short period of colder and snowier winters around 1980, as well as a very slight but continuous increase between 1975 and 2000 concomitant with warming. Furthermore, the regression models quantify the respective weight of the different covariates, mostly temperature anomalies and south-facing snowpack characteristics to explain the trends and most of the exceptional winters. Regional differences are discussed as well as seasonal variations between winter and spring activity and confirm rather different snow and weather regimes influencing avalanche activity over the Northern and Southern Alps, depending on the season.
机译:雪崩活动在很大程度上受雪和天气模式的控制。但是,其对气候波动的反应仍然文献记载不足。先前的研究集中于直接提取雪崩和冬季气候数据的趋势,并且本研究采用时间隐性方法从其最具代表性的气候驱动因素对1958–2009年法国阿尔卑斯山的年度雪崩活动进行建模。不同海拔和地区的模型降雪和天气数据被认为是协变量,可以解释实际观察到的雪崩计数,模型化的不稳定性指标以及两个雪崩活动指标的组合。这三个系列在此期间呈现出相对相似的波动,并且与历史上严酷的冬季保持了良好的一致性。使用逐步过程来获取回归模型,该模型可以准确地表示趋势以及带有少量物理意义上的协变量的高低峰,从而显示出它们与气候的相关性。活动指标及其作为时间序列的回归模型显示,在较高的年际变化范围内,主要为钟形,可能与1980年前后的较冷和下雪的冬天有关,并且在1975年之间有很小但连续的增加和2000年伴随着变暖。此外,回归模型对不同协变量的权重进行量化,主要是温度异常和朝南的积雪特征,以解释趋势和大多数异常冬季。讨论了冬季和春季活动之间的区域差异以及季节变化,并确定了不同季节,不同的雪和天气状况会影响北阿尔卑斯山和南阿尔卑斯山的雪崩活动。

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