GSTDTAP  > 气候变化
DOI10.3354/cr01517
Rainfall variability from a dense rain gauge network in north-western Italy
Baronetti, A.1; Acquaotta, F.1,2; Fratianni, S.1,2
2018
发表期刊CLIMATE RESEARCH
ISSN0936-577X
EISSN1616-1572
出版年2018
卷号75期号:3页码:201-213
文章类型Article
语种英语
国家Italy
英文摘要

The aim of this study was to investigate the spatial and temporal distribution of rainfall in Piedmont, a region in north-western Italy, in order to evaluate the high intensity precipitation events that occurred in the 2004-2016 period. A daily precipitation series of 211 ground stations, belonging to 2 different meteorological monitoring networks, were analysed. As at first step, a quality control was performed on the daily precipitation series to evaluate the homogeneity of the series. The annual rainfall events were spatialised, using the ordinary kriging method, considering the whole set of weather stations. Moreover, 5 climatic areas were identified through a cluster analysis method. In order to better understand the extreme rainfall events, the main climatic precipitation indices were calculated, using ClimPACT2 software, and the thresholds by percentile were calculated for each cluster on a daily scale to identify the different precipitation types (weak, medium, heavy, very heavy [R95p]). Non-parametric (Kolmogorov-Smirnov and Wilcoxon) and parametric (Student's t-test) tests were applied to the annual and seasonal number of events observed for each rainfall class in order to study the statistical relationship between the clusters. The results lead to the conclusion that the investigated area is characterised by an increase in precipitation. Considering the extreme events, this methodology shows that even though the north sector is the wettest, central Piedmont is the area in which the highest number of extreme events was recorded.


英文关键词Piedmont Rainfall Extreme events Kriging Cluster analysis
领域气候变化
收录类别SCI-E
WOS记录号WOS:000446364500002
WOS关键词PRECIPITATION EXTREMES ; STATISTICAL-ANALYSIS ; CLIMATE-CHANGE ; WEATHER TYPES ; SOIL-EROSION ; TEMPERATURE ; EVENTS ; RUNOFF ; SURFACE ; TRENDS
WOS类目Environmental Sciences ; Meteorology & Atmospheric Sciences
WOS研究方向Environmental Sciences & Ecology ; Meteorology & Atmospheric Sciences
引用统计
文献类型期刊论文
条目标识符http://119.78.100.173/C666/handle/2XK7JSWQ/38546
专题气候变化
作者单位1.Univ Turin, Dept Earth Sci, I-10125 Turin, Italy;
2.Univ Turin, Ctr Interdipartimentale Rischi Nat Ambiente Mt &, I-10125 Turin, Italy
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GB/T 7714
Baronetti, A.,Acquaotta, F.,Fratianni, S.. Rainfall variability from a dense rain gauge network in north-western Italy[J]. CLIMATE RESEARCH,2018,75(3):201-213.
APA Baronetti, A.,Acquaotta, F.,&Fratianni, S..(2018).Rainfall variability from a dense rain gauge network in north-western Italy.CLIMATE RESEARCH,75(3),201-213.
MLA Baronetti, A.,et al."Rainfall variability from a dense rain gauge network in north-western Italy".CLIMATE RESEARCH 75.3(2018):201-213.
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