The analysis of the dynamic response of shallow aquifers to rainfall is a hot topic for groundwater resources management. A data-driven methodology namely Evolutionary Polynomial Regression is here undertaken to perform this kind of analysis. The introduced methodology is an evolutionary modeling approach, , based on the multiobjective evolution of a population of explicit models. The methodology is here applied to a particular case study involving a shallow porous aquifer located in south Italy, showing some peculiar characters. A discussion of the obtained model in the light of the aquifer hydrogeological structure made it possible an hydrogeological based interpretation of the results. The obtained mod-el is consistent with past studies on the same aquifer by other authors based on different methodologies.
A data-driven model of the dynamic response to rainfall of a shallow porous aquifer of south Basilicata - Italy / Doglioni, A.; Galeandro, A.; Simeone, V. (ENVIRONMENTAL EARTH SCIENCES). - In: Advances in the Research of Aquatic Environment. Volume 1 / [a cura di] Nicolaos Lambrakis; George Stournaras; Konstantina Katsanou. - STAMPA. - Berlin; Heidelberg : Springer, 2011. - ISBN 978-3-642-19901-1. - pp. 233-240 [10.1007/978-3-642-19902-8_27]
A data-driven model of the dynamic response to rainfall of a shallow porous aquifer of south Basilicata - Italy
A. Doglioni;V. Simeone
2011-01-01
Abstract
The analysis of the dynamic response of shallow aquifers to rainfall is a hot topic for groundwater resources management. A data-driven methodology namely Evolutionary Polynomial Regression is here undertaken to perform this kind of analysis. The introduced methodology is an evolutionary modeling approach, , based on the multiobjective evolution of a population of explicit models. The methodology is here applied to a particular case study involving a shallow porous aquifer located in south Italy, showing some peculiar characters. A discussion of the obtained model in the light of the aquifer hydrogeological structure made it possible an hydrogeological based interpretation of the results. The obtained mod-el is consistent with past studies on the same aquifer by other authors based on different methodologies.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
