Stochastic analysis of long dry spells in Calabria (Southern Italy)

被引:0
|
作者
B. Sirangelo
T. Caloiero
R. Coscarelli
E. Ferrari
机构
[1] University of Calabria,Department of Environmental and Chemical Engineering (DIATIC)
[2] National Research Council of Italy,undefined
[3] Institute for Agriculture and Forest Systems in the Mediterranean (CNR-ISAFOM),undefined
[4] National Research Council of Italy,undefined
[5] Research Institute for Geo-hydrological Protection (CNR-IRPI),undefined
[6] University of Calabria,undefined
[7] Department of Computer Engineering,undefined
[8] Modeling,undefined
[9] Electronics,undefined
[10] and Systems Science (DIMES),undefined
来源
关键词
Return Period; Rain Gauge; Occurrence Probability; Monte Carlo Technique; Truncate Fourier Series;
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摘要
A deficit in precipitation may impact greatly on soil moisture, snowpack, streamflow, groundwater and reservoir storage. Among the several approaches available to investigate this phenomenon, one of the most applied is the analysis of dry spells. In this study, a non-homogeneous Poisson model has been applied to a set of high-quality daily rainfall series, recorded in southern Italy (Calabria region) during the period 1981–2010, for the stochastic analysis of dry spells. Firstly, some statistical details of the Poisson models were presented. Then, the proposed model has been applied to the analysis of long dry spells. In particular, a Monte Carlo technique was performed to reproduce the characteristics of the process. As a result, the main characteristics of the long dry spells have shown patterns clearly related to some geographical features of the study area, such as elevation and latitude. The results obtained from the stochastic modelling of the long dry spells proved that the proposed model is useful for the probability evaluation of drought, thus improving environmental planning and management.
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页码:711 / 724
页数:13
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