https://doi.org/10.7343/as-2024-759
A statistical approach for describing coastal karst aquifer: the case of the Salento aquifer (Southern Italy)
Submitted: 20 March 2024
Accepted: 9 September 2024
Published: 30 December 2024
Accepted: 9 September 2024
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All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.
Authors
A time series approach was proposed to improve the knowledge of a wide coastal karst aquifer. The approach combines time series decomposition, trend, autocorrelation and cross-correlation analyses using both daily and monthly temperature, rainfall and piezometric data with different temporal characteristics. The approach merges shorter and complete daily time series (2007-2011) with long-lasting monthly times series (1965-2011) with relevant gaps. The approach was applied to the Salento aquifer (Southern Italy) to enhance the comprehensive approach of statistical tools and variables in assessing the hydrodynamic properties of karst systems. Results underscore the approach's effectiveness in describing the hydrodynamic properties of a coastal karst aquifer, unveiling the significant inertia of the investigated karst system concerning transmissivity and substantial storage capacity. Differences in memory effect and response time between daily and monthly analyses emphasise the intricate nature of the examined system and the influence of dataset quality. A long-lasting declining piezometric trend was observed as an effect of climate change and anthropic pressure.
Alfio, M.R., Balacco, G., Parisi, A., Totaro, V., Fidelibus, M.D., 2020. Drought index as indicator of salinisation of the Salento Aquifer (Southern Italy). Water (Switzerland). https://doi.org/10.3390/w12071927
DOI: https://doi.org/10.3390/w12071927
Bailly-Comte, V., Jourde, H., Roesch, A., Pistre, S., Batiot-Guilhe, C. (2008). Time-series analyses for karst/river interactions assessment: case of the Coulazou river southern France. Journal of Hydrology 349 (1–2), 98–114. https://doi.org/10.1016/j.jhydrol.2007.10.028
DOI: https://doi.org/10.1016/j.jhydrol.2007.10.028
Balacco G., Alfio M.R., Parisi A., Panagopoulos A. Fidelibus M.D. (2022). Application of short time series analysis for the hydrodynamic characterisation of a coastal karst aquifer: The Salento aquifer (Southern Italy). Journal of Hydroinformatics, 24(2): 420−443. https://doi.org/10.2166/hydro.2022.135(1)
DOI: https://doi.org/10.2166/hydro.2022.135
Bakalowicz, M. (2005). Karst Groundwater: A Challenge for New Resources. Hydrogeology Journal, 13 (1), 148–160. https://doi.org/10.1007/s10040-004-0402-9.
DOI: https://doi.org/10.1007/s10040-004-0402-9
Bakalowicz, M. (2018). Coastal Karst groundwater in the mediterranean: A resource to be preferably exploited onshore, not from Karst Submarine springs. In Geosciences (Switzerland), 8(7), 258. https://doi.org/10.3390/geosciences8070258
DOI: https://doi.org/10.3390/geosciences8070258
Birk, S., and Hergarten, S. (2010). Early recession behaviour of spring hydrographs. Journal of Hydrology, 387(1-2): 24-32. https://doi.org/10.1016/j.jhydrol.2010.03.026
DOI: https://doi.org/10.1016/j.jhydrol.2010.03.026
Box, G. E. P., Jenkins, G. M., Reinsel, G. C. (2013). Time series analysis: forecasting and control, 4th edn. In book: Time Series Analysis https://doi.org/10.1002/9781118619193
DOI: https://doi.org/10.1002/9781118619193
Box-Steffensmeier, Janet M., John R. Freeman, Matthew P. Hitt, Jon C. W. Pevehouse. (2014). Time Series Analysis for the Social Sciences. 1ª ed. Cambridge University Press.
DOI: https://doi.org/10.1017/CBO9781139025287
Cai, Z. and Ofterdinger, U. (2016). Analysis of groundwater-level response to rainfall and estimation of annual recharge in fractured hard rock aquifers, NW Ireland. Journal of Hydrology 535: 71–84. https://doi.org/10.1016/j.jhydrol.2016.01.066
DOI: https://doi.org/10.1016/j.jhydrol.2016.01.066
Casarano, D. Dragone, V. Polemio, M. (2019). Groundwater Resources at Salinisation Risk: Effects of Climate and Utilisation Changes in the Case of Apulian Coastal Aquifers (Southeastern Italy). Acque Sotterranee - Italian Journal of Groundwater, 8 (1), 53–57. https://doi.org/10.7343/as-2019-374.
DOI: https://doi.org/10.7343/as-2019-374
Chen, Z., Grasby, S.E., Osadetz, K.G. (2004). Relation between climate variability and groundwater levels in the upper carbonate aquifer, southern Manitoba, Canada, Journal of Hydrology, 290(1), 43-62. https://doi.org/10.1016/j.jhydrol.2003.11.029
DOI: https://doi.org/10.1016/j.jhydrol.2003.11.029
Chiaudani, A., Di Curzio, D., Palmucci,W., Pasculli, A., Polemio, M., Rusi, S. (2017). Statistical and fractal approaches on long time-series to surface-water/groundwater relationship assessment: a central Italy alluvial plain case study. Water 9(11), 850. https://doi.org/10.3390/w9110850.
DOI: https://doi.org/10.3390/w9110850
Cotecchia V., Tulipano L. (1989). Le emergenze a mare, individuate anche con tecniche di telerilevamento, come vettori di carichi inquinanti dagli acquiferi carbonatici e carsici pugliesi all’ambiente costiero. Atti del I° Workshop del Progetto Strategico “Clima, Ambiente e Territorio nel Mezzogiomo” del CNR, Taormina.
Delbart, C., Valdés, D., Barbecot, F., Tognelli, A., Couchoux, L. (2016). Spatial organisation of the impulse response in a karst aquifer. Journal of Hydrology 537: 18–26. https://doi.org/10.1016/j.jhydrol.2016.03.029
DOI: https://doi.org/10.1016/j.jhydrol.2016.03.029
D’Oria, M., Tanda, M.G., Todaro, V. (2018). Assessment of local climate change: Historical trends and RCM Multi-Model Projections over the Salento Area (Italy). Water 2018, 10(8), 978. https://doi.org/10.3390/w10080978
DOI: https://doi.org/10.3390/w10080978
D'Oria, M., Balacco, G., Todaro, V., Alfio, M.R., Tanda, M.G. (2024). Assessing the impact of climate change on a coastal karst aquifer in a semi-arid area, Groundwater for Sustainable Development, Volume 25, https://doi.org/10.1016/j.gsd.2024.101131.
DOI: https://doi.org/10.1016/j.gsd.2024.101131
Duvert, C., Jourde, H., Raiber, M., Cox, M.E. (2015). Correlation and spectral analyses to assess the response of a shallow aquifer to low and high frequency rainfall fluctuations. Journal of Hydrology 527: 894–907. https://doi.org/10.1016/j.jhydrol.2015.05.054
DOI: https://doi.org/10.1016/j.jhydrol.2015.05.054
EC. 2021. Communication from the Commission to the European Parliament, the Council, the European Economic and Social Committee and the Committee of the Regions - Forging a Climate-Resilient Europe - the New EU Strategy on Adaptation to Climate Change. European Commission. Brussels: European Commission.
Fiorillo, F., Doglioni, A. (2010). The relation between karst spring discharge and rainfall by cross-correlation analysis (Campania, Southern Italy). Hydrogeol. J. 18:1881–1895. https://doi.org/10.1007/s10040-010-0666-1
DOI: https://doi.org/10.1007/s10040-010-0666-1
Gocic, M. and Trajkovic, S. (2013). Analysis of changes in meteorological variables using Mann-Kendall and Sen’s slope estimator statistical tests in Serbia. Global Planet. Change 100: 172–182, doi:10.1016/j.gloplacha.2012.10.014.
DOI: https://doi.org/10.1016/j.gloplacha.2012.10.014
Goldscheider, N. (2015). Overview of Methods Applied in Karst Hydrogeology. In Karst Aquifers-Characterization and Engineering. https://doi.org/10.1007/978-3-319-12850-4_4
DOI: https://doi.org/10.1007/978-3-319-12850-4_4
Green, T., Taniguchi, M., Kooi, H., Gurdak, J., Allen, D., Hiscock, K., Treidel, H., Aureli, A. (2011). Beneath the Surface of Global Change: Impacts of Climate Change on Groundwater. Journal of Hydrology 2011, 405 (3–4), 532–560. https://doi.org/10.1016/j.jhydrol.2011.05.002.
DOI: https://doi.org/10.1016/j.jhydrol.2011.05.002
Kendall, M.G. Rank Correlation Methods; Griffin: London, UK, 1975; ISBN 0852641990.
Kovács, A., Perrochet, P., Király, L., Jeannin, P. Y. (2005). A quantitative method for the characterisation of karst aquifers based on spring hydrograph analysis. Journal of Hydrology, 303(1-4):152-164. https://doi.org/10.1016/j.jhydrol.2004.08.023
DOI: https://doi.org/10.1016/j.jhydrol.2004.08.023
Kovács, A., and Perrochet, P. (2008). A quantitative approach to spring hydrograph decomposition. Journal of Hydrology, 352(1-2): 16-29. https://doi.org/10.1016/j.jhydrol.2007.12.009
DOI: https://doi.org/10.1016/j.jhydrol.2007.12.009
Kovács, A., Perrochet, P., Darabos, E., Lénárt, L., Szucs, P. (2015). Well hydrograph analysis for the characterisation of flow dynamics and conduit network geometry in a karst aquifer, Bükk Mountains, Hungary. J. Hydrol, 530: 484-499. https://doi.org/10.1016/j.jhydrol.2015.09.058
DOI: https://doi.org/10.1016/j.jhydrol.2015.09.058
Larocque, M., Mangin, A., Razack, M., Banton, O. (1998). Contribution of correlation and spectral analyses to the regional study of a large karst aquifer (Charente, France). J. Hydrol., 205(3-4): 217–231. https://doi.org/10.1016/S0022-1694(97)00155-8
DOI: https://doi.org/10.1016/S0022-1694(97)00155-8
Mann, H.B. Non-parametric Tests against Trend. Econometrica 1945, 13, 245–259.
DOI: https://doi.org/10.2307/1907187
Mangin, A. (1984). Pour une Meilleure Connaissance des Systèmes Hydrologiques à Partir des Analyses Corrélatoire et Spectrale. J. Hydrol. 67(1-4): 25–43. https://doi.org/10.1016/0022-1694(84)90230-0
DOI: https://doi.org/10.1016/0022-1694(84)90230-0
Mojid, M. A., Aktar, S., Mainuddin, M. (2021). Rainfall-induced recharge-dynamics of heavily exploited aquifers – A case study in the North-West region of Bangladesh. Groundwater for Sustainable Development, 15, 100665. https://doi.org/10.1016/j.gsd.2021.100665
DOI: https://doi.org/10.1016/j.gsd.2021.100665
Padilla, A., Pulido-Bosch, A., Mangin, A. (1994). Relative importance of Baseflow and Quickflow from Hydrographs of Karst Spring. Groundwater, 32, 267–277. https://doi.org/10.1111/j.1745-6584.1994.tb00641.x
DOI: https://doi.org/10.1111/j.1745-6584.1994.tb00641.x
Padilla, A. and Pulido-Bosch, A. (1995). Study of hydrographs of karstic aquifers by means of correlation and cross-spectral analysis. Journal of Hydrology 168, 73–89. https://doi.org/10.1016/0022-16949402648-U.
DOI: https://doi.org/10.1016/0022-1694(94)02648-U
Polemio, M. Casarano, D. (2004). Rainfall and Drought in Southern Italy (1821-2001). In The Basis of Civilisation - Water Science?; Rodda, J. C., Ubertini, L., Eds.; IAHS: Roma, Italy; Vol. 286, pp 217–227.
Polemio, M.; Dragone, V. (1999). Serie Storiche Piezometriche Delle Unità Idrogeologiche Pugliesi: Regime Piezometrico, Effetti Climatici Ed Antropici. Quaderni di Geologia Applicata, 4, 153–162.
Polemio, M., Dragone, V., Di Cagno, M. (1999). Effetti antropici e naturali sul degrado quantitativo delle acque sotterranee del Tavoliere. Quaderni di Geologia Applicata, 4, 143–152. (In Italian). https://www.earth-prints.org/handle/2122/5934
Polemio, M., and Zuffianò, L. E. (2020). Review of Utilization Management of Groundwater at Risk of Salinization. J. Water Resour. Plann. Manage., 146 (9), 20, https://doi.org/10.1061/(ASCE)WR.1943-5452.0001278.
DOI: https://doi.org/10.1061/(ASCE)WR.1943-5452.0001278
Panagopoulos, G., and Lambrakis, N. (2006). The contribution of time series analysis to the study of the hydrodynamic characteristics of the karst systems: Application on two typical karst aquifers of Greece (Trifilia, Almyros Crete). J. Hydrol., 329(3-4): 368–376. https://doi.org/10.1016/j.jhydrol.2006.02.023
DOI: https://doi.org/10.1016/j.jhydrol.2006.02.023
Partal, T. and Kahya, E. (2006). Trend analysis in Turkish precipitation data. Hydrol. Processes 20: 2011–2026, doi: 10.1002/hyp.5993.
DOI: https://doi.org/10.1002/hyp.5993
Regione Puglia, 2005. Piano di Tutela delle acque – II Ciclo (Water protection plan – II Cycle). Available at. http://www.sit.puglia.it/portal/portale_pianificazione_regionale/Piano%20di%20Tutella%20delle%20Acque (Accessed 4 June 2024).
Romanazzi, A., and Polemio, M. (2013). Modelling of coastal karst aquifers for management support: A case study of Salento (APULIA, ITALY), Italian Journal of Engineering Geology and Environment 13:65-83. DOI: 10.4408/IJEGE.2013-01.O-05
Sağir, Ç., Kurtuluş, B., Razack, M. (2020). Hydrodynamic characterisation of Mugla karst aquifer using correlation and spectral analyses on the rainfall and springs water-level time series. Water (Switzerland), 12(1), 85. https://doi.org/10.3390/w12010085
DOI: https://doi.org/10.3390/w12010085
Santaloia, F. Zuffianò, L. E. Palladino, G. Limoni, P. P. Liotta, D. Minissale, A. Brogi, A. Polemio, M. (2016). Coastal Thermal Springs in a Foreland Setting: The Santa Cesarea Terme System (Italy). Geothermics, 64, 344–361. https://doi.org/10.1016/j.geothermics.2016.06.013.
DOI: https://doi.org/10.1016/j.geothermics.2016.06.013
Sen, P.K. (1968). Estimates of the regression coefficient based on Kendall’s tau, Journal of the American Statistical Association 63:324, 1379-1389. DOI: 10.1080/01621459.1968.10480934
DOI: https://doi.org/10.1080/01621459.1968.10480934
Sharma, D. and Babel, M.S. (2014). Trends in extreme rainfall and temperature indices in the western Thailand. Int. J. Climatol. 34: 2393–2407, doi: 10.1002/joc.3846.
DOI: https://doi.org/10.1002/joc.3846
Webb, M.D., Howard, K.W.F. (2011). Modeling the Transient Response of Saline Intrusion to Rising Sea-Levels. Ground Water 2011, 49, 560–569, doi:10.1111/j.1745-6584.2010.00758.x.
DOI: https://doi.org/10.1111/j.1745-6584.2010.00758.x
Wu, C., Huang, G., Yu, H., Chen, Z., Ma, J. (2014). Spatial and temporal distributions of trends in climate extremes of the Feilaixia catchment in the upstream area of the Beijiang River Basin, South China. Int. J. Climatol. 34: 3161–3178, doi: 10.1002/joc.3900.
DOI: https://doi.org/10.1002/joc.3900
Xu, Z.X., Takeuchi, K., Ishidaira, H. (2003). Monotonic trend and step changes in Japanese precipitation. J. Hydrol. 279: 144–150, doi: 10.1016/S0022-1694(03)00178-1.
DOI: https://doi.org/10.1016/S0022-1694(03)00178-1
How to Cite
Alfio, M. R., Balacco, G., Dragone, V., & Polemio, M. (2024). A statistical approach for describing coastal karst aquifer: the case of the Salento aquifer (Southern Italy). Acque Sotterranee - Italian Journal of Groundwater, 13(4). https://doi.org/10.7343/as-2024-759
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