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Trend detection of annual and seasonal rainfall in Calabria (Southern Italy)

Academic Article
Publication Date:
2011
abstract:
In order to investigate the behaviour of climatic and hydrological variables, several statistical and stochastic techniques are currently applied to time series. In the present study a statistical analysis of annual and seasonal precipitation has been performed over 109 cumulated rainfall series with more than 50 years of data observed in a region of Southern Italy (Calabria). Trend analyses have been made by using both nonparametric (Mann-Kendall test) and parametric (linear regression analysis) procedures. The long historical series of monthly rainfall data employed in this work have been previously processed through a pre-whitening (PW) technique in order to reduce the autocorrelation of rainfall series and its effects on outcomes of trend detection. The application of the above mentioned procedures has shown a decreasing trend for annual and winter-autumn rainfall and an increasing trend for summer precipitation. Moreover the Mann-Whitney test has been used to evidence the possible change points in the data. The higher percentages of rainfall series show possible year changes during decade 1960-1970 for almost all of the temporal aggregation rainfall.
Iris type:
01.01 Articolo in rivista
Keywords:
climatic trend analysis; nonparametric tests; seasonal rainfall; Calabria
List of contributors:
Coscarelli, Roberto; Caloiero, Tommaso
Authors of the University:
CALOIERO TOMMASO
COSCARELLI ROBERTO
Handle:
https://iris.cnr.it/handle/20.500.14243/40146
Published in:
INTERNATIONAL JOURNAL OF CLIMATOLOGY
Journal
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