Journal
STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT
Volume 35, Issue 2, Pages 345-370Publisher
SPRINGER
DOI: 10.1007/s00477-020-01908-8
Keywords
Karst spring discharge; Time series; Weibull distribution; Performance of fits; Trends; Southern Italy
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Funding
- Acquedotto Pugliese S.p.A., Bari, Italy
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The study analyzed the discharge of the Caposele karst spring in southern Italy over a 100-year period and found a significant decrease in spring discharge over the past century, which is related to increasing temperatures. There were no significant trends found in precipitation series. This result may be common to other areas in central-southern Italy.
The 100 year discharge series of the Caposele karst spring in southern Italy enables insight into variations in water resource availability under climate change, given the length of the series, the systematic quality of the records and the absence of human-made alteration of the natural conditions of the aquifer. With this scope, frequency and trend analyses of hydro-meteorological variables were conducted. Various three-parameter probability distribution functions were fitted to the data to calculate the Standardized Discharge Index, which describes spring discharge variations in a standardized manner. Common goodness-of-fit tests were applied to evaluate the performance of each distribution. In addition, a new criterion based on the frequency of events exceeding specific extreme Z values is proposed to quantify the deviation of the calculated index from the theoretical Standard Normal Distribution. The Weibull distribution was found to be best for calculating standardized series of spring discharge as it fits the extreme values of both tails well. The relationship between spring discharge and climatic variables was investigated by using least square linear regression, Mann-Kendall and Sen's slope trend detection tests, applied to the entire series and to 30-year moving time series. A statistically significant decrease of spring discharge of -0.0045 m(3) s(-1)/year has occurred over the last 100 years, whereas no statistically significant trends were found in annual or seasonal precipitation series. However, temperature has constantly been above the mean during the past two decades. An analysis of trends in the moving time series of all variables suggests a connection between the observed spring discharge decay and temperature increase, which can be considered common to other areas of central-southern Italy.
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