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Statistical relationships between large-scale circulation patterns and local-scale effects: NAO and rainfall regime in a key area of the Mediterranean basin

机译:大规模循环模式与局部规模效应的统计关系:地中海盆地关键领域的Nao和降雨制度

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In this work, we investigated the correlation between the North Atlantic Oscillation (NAO) index and the rainfall trend in Tuscany (Italy) by using a large number of rain gauges for a high-resolution spatial scale study in a region characterized by significant morphological and climatic variability and equipped with an efficient measurement network. The relationship between NAO and rainfall was calculated by the Spearman's correlation coefficient. Our study shows that the correlation between NAO and precipitation has two types of oscillations as functions of the time scale. During the year the correlation is negative in winter and positive in summer, and this is due to global atmospheric circulation, which causes the area to be affected by humid air masses from the Atlantic Ocean during the winter. It is difficult to understand these experimental observations for the summer period because the correlation is influenced by the low rain levels of this area and the results could be easily influenced by other global patterns. Investigating in particular the period from December to March, we observed a variation in the NAO precipitation correlation also over time, with periods characterized by an increase in anti correlation. The results obtained for Tuscany were contextualized and compared with other areas of Europe and of the Mediterranean basin by applying the same methodology. Spatial analysis showed that the trend of the NAO and rainfall correlation depends on latitude. In northern Europe, the behaviour of the correlation between NAO and rainfall over time is very similar to the temporal trend of NAO itself; instead, in the southern Mediterranean area this correlation has a trend over time that is very similar to the one of the Atlantic Multidecadal Oscillation (AMO) Index. This allowed us to observe a different regulation in the circulation of the humid air masses coming from the Atlantic Ocean, which induced rainfall in the Mediterranean and in northern Europe. The circulation of humid air masses in Northern Europe is linked to the pressure difference between high and low latitudes (represented by the NAO index), whereas in the Mediterranean it is linked to the temperature of the Atlantic Ocean (represented by the AMO index). The areas between high and low latitudes, characterized by a mixed behaviour, are regulated by both pressure difference and ocean temperature. This study has made it possible to investigate a specific area of the Mediterranean and then to extend and contextualize to more geographical locations, highlighting the fact that simple linear regression models can help to investigate the role of global patterns on the local effects.
机译:在这项工作中,我们通过使用大量雨量测量在一个特征在一起的区域的高分辨率空间尺度研究,调查了北大西洋振荡(Nao)指数和托斯卡纳(意大利)的降雨趋势之间的相关性。气候变异性和配备有效的测量网络。通过Spearman的相关系数计算了Nao与降雨的关系。我们的研究表明,NAO和降水之间的相关性具有两种类型的振荡作为时间尺度的功能。在该年内,冬季冬季和阳性的相关性是负面的,这是由于全球大气流通,这导致该地区受到冬季大西洋的潮湿空气群众的影响。难以理解这些夏季的这些实验观察,因为相关性受到该区域的低雨水水平的影响,结果可能很容易受到其他全球模式的影响。特别是在12月至3月的时间内调查,我们也观察到NaO沉淀相关性的变化也随着时间的推移,其特征在于抗相关性的增加。托斯卡纳获得的结果是环境化的,并与欧洲其他地区和地中海盆地相比,通过应用相同的方法。空间分析表明,NAO和降雨相关的趋势取决于纬度。在北欧,Nao与降雨之间的相关性的行为与NAO本身的时间趋势非常相似;相反,在南部地中海地区,这种相关性具有随着时间的推移而与大西洋多型振荡(AMO)索引非常相似的趋势。这使我们可以观察来自大西洋的潮湿空气群众的潮湿空气群众的不同规定,这些监管诱导地中海和北欧的降雨。北欧潮湿的空气群体的循环与高纬度(由Nao指数表示的)之间的压力差相关,而在地中海中,它与大西洋的温度相连(由AMO指数表示)。通过压力差和海洋温度来调节高纬度之间的区域和低纬度之间的区域。本研究使您可以调查地中海的特定区域,然后延伸到更多地理位置,突出了简单的线性回归模型可以有助于调查全局模式对当地效果的作用的事实。

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