Preview

GEOGRAPHY, ENVIRONMENT, SUSTAINABILITY

Advanced search

ASSESSMENT OF GROUNDWATER RESPONSE AND SOIL MOISTURE FLUCTUATIONS IN THE MUGELLO BASIN (CENTRAL ITALY)

https://doi.org/10.24057/2071-9388-2017-10-2-15-27

Abstract

Extreme meteorological events such as heavy rainstorms are considered to increase due to global warming. The consequences of such events can be manifold, and might cause massive interferences of the hydrological system of a landscape. Particularly the intramontane basins of the Apennine in Italy are frequently threatened by extreme rainfall events that cause severe damage on buildings and infrastructure. Moreover, the lithological and geomorphological settings of these basins, which depict the products of a complex landscape history, amplify these threats. In order to develop possible mitigation strategies, it is crucial to assess landscape functioning by analysing hydrological processes of the landscape system. In this study, we conducted spatially distributed and dynamic hydrological modelling on a catchment in the intramontane basin of the Mugello valley in Tuscany, Italy. Foremost, measurements of saturated hydraulic conductivity and texture analyses were performed to estimate both infiltration and hydraulic conductivity of the surface and topsoil, respectively. We regionalised the collected data with a stochastic gradient treeboost method for the whole catchment. Soil depth was estimated with a simple sine-cosine-slope relation, whereas, hydropedologic parameters for the hydrological model were estimated with pedotransferfunctions applied on the collected infiltration data. We modelled a period of 100 days, representing each day per time step. A synthetic rainfall period was compiled based on measured data from meteorological stations within the Mugello basin. To produce a reliable synthetic rainfall data set, the estimated precipitation values were set in comparison to calculated return periods for extreme events of all available meteorological station. To assess the diversity of the hydrological response of several locations in the catchment, six semirandom test locations were located on hillslopes and spots were sedimentation is apparent. The results show that groundwater and soil moisture fluctuations appear to be significantly different for both hillslopes and areas were sediments are deposited. The differences cannot be explained by the topographical settings but rather by the approximated thickness of the weathered zone and the spatial diversity of the hydropedological properties of the soil.

About the Authors

E. M. Schmaltz
Geomorphologic Systems and Risk Research, University of Vienna
Austria
PhD. student in Geomorphology at the University of Vienna. His research focuses on landslide hazards, slope hydrology, and dynamic and spatially distributed physically based slope stability modeling.


H-J. Rosner
Research Group of Physical Geography and Geoinformatics, University of Tübingen
Germany
Received the PhD at the University of Freiburg, Germany in 1992. Since 1993, he is senior researcher and lecturer at the Institute of Geography in Tübingen, Germany. His research deals with the fields of GIS, Climatology, Geomorphology and Geoarchaeology


T. Rentschler
Research Group of Physical Geography and Geoinformatics, University of Tübingen
Germany
Post-graduate student of Physical Geography and Landscape System Sciences at University of Tübingen. The focus of his studies is on Geoinformatics, Digital Soil Mapping and Machine Learning.


M. Märker
Dipartimento di scienze della terra e dell’ambiente, University of Pavia; Heidelberg Academy of Sciences and Humanities
Germany
Obtained his PhD in Geoinformatics and Physical Geography in 2001 at the Friedrich-Schiller-University in Jena, Germany. He is Associate Professor at the University of Pavia in Italy and the Institute of Geography in Tübingen. His expertise lies in the fields of Geoinformatics, Geomorphic Process Modelling, Soil Erosion Assessment, Geoarchaeology and Geophysical Observations.


References

1. Amoozegar, A. (1989): A compact, constant-head permeameter for measuring saturated hydraulic conductivity of the vadose zone. Soil Sci. Soc. Am. J. 53, 1356–1361.

2. Atkinson, P.; Jiskoot, H; Massari, R; Murray, T (1998): Generalized linear modelling in geomorphology. In Earth Surf. Process. Landforms 23 (13), pp. 1185–1195.

3. Benvenuti, M (2003): Facies analysis and tectonic significance of lacustrine fan-deltaic successions in the Pliocene–Pleistocene Mugello Basin, Central Italy. In Sedimentary Geology 157 (3-4), pp. 197–234. DOI: 10.1016/S0037-0738(02)00234-8.

4. Benvenuti, M. (1994): L’evoluzione sedimentaria dei bacini intermontani dell‘Appennino Setten-trionale: il bacino fluvio-lacustre del Mugello (Firenze). Doctoral dissertation, Universitadi Firenze, Italy.

5. Benvenuti, M. (1997): Physical stratigraphy of the fluvio-lacustrine Mugello Basin (PlioPleistocene, northern Apennines, Italy). In Giornale di Geologia 59, pp. 91–111.

6. Benvenuti, M.; Martini, I. P. (2002): Analysis of terrestrial hyperconcentrated flows and their deposits. In Flood and Megaflood Processes and Deposits: Recent and Ancient Examples, International Association of Sedimentologists special publication 32, pp. 167–193.

7. Benvenuti, M.; Papini, M. (1997): Depositi continentali plio-pleistocenici nell’area di Monte Giovi. Relazione tra l’evoluzione idrografica e la neotettonica della Valdisieve (Firenze). In Il Quaternario 10 (1), pp. 105–120.

8. Beven, K. J.; Kirkby, M. J. (1979): A physically based, variable contributing area model of basin hydrology/Un modèle à base physique de zone d’appel variable de l’hydrologie du bassin versant. In Hydrological Sciences Journal 24 (1), pp. 43–69.

9. Boccaletti, M.; Gianelli, G.; Sani, F. (1997): Tectonic regime, granite emplacement and crustal structure in the inner zone of the Northern Apennines (Tuscany, Italy): a new hypothesis. In Tectonophysics 270 (1), pp. 127–143.

10. Brath, A.; Montanari, A.; Moretti, G. (2006): Assessing the effect on flood frequency of land use change via hydrological simulation (with uncertainty). In Journal of Hydrology 324 (1-4), pp. 141–153. DOI: 10.1016/j.jhydrol.2005.10.001.

11. Brath, A.; Montanari, A.; Toth, R. (2004): Analysis of the effects of different scenarios of historical data availability on the calibration of a spatially-distributed hydrological model. In Journal of Hydrology 291 (3-4), pp. 232–253. DOI: 10.1016/j.jhydrol.2003.12.044.

12. Crisci, A.; Gozzini, B.; Meneguzzo, F.; Pagliara, S.; Maracchi, G. (2002): Extreme rainfall in a changing climate. Regional analysis and hydrological implications in Tuscany. In Hydrol. Process. 16 (6), pp. 1261–1274. DOI: 10.1002/hyp.1061.

13. Garfagnoli, F.; Ciampallini, A.; Moretti, S.; Chiarantini, L.; Vettori, S. (2013): Quantitative mapping of clay minerals using airborne imaging spectroscopy. New data on Mugello (Italy) from SIMGA prototypal sensor. In EuJRS, pp. 1–17. DOI: 10.5721/EuJRS20134601.

14. Lemeshow, S.; Hosmer, D. W. (1982): A review of goodness of fit statistics for use in the development of logistic regression models. In American journal of epidemiology 115 (1), pp. 92–106.

15. Martini, I. P.; Sagri, M. (1993): Tectono-sedimentary characteristics of Late Miocene-Quaternary extensional basins of the Northern Apennines, Italy. In Earth-Science Reviews 34 (3), pp. 197– 233.

16. Montanari, A.; Koutsoyiannis, D. (2012): A blueprint for process-based modeling of uncertain hydrological systems. In Water Resour. Res. 48 (9), pp. n/a-n/a. DOI: 10.1029/2011WR011412.

17. Montanari, A.; Toth, E. (2007): Calibration of hydrological models in the spectral domain. An opportunity for scarcely gauged basins? In Water Resour. Res. 43 (5), pp. n/a-n/a. DOI: 10.1029/2006WR005184.

18. Nearing, M. A.; Foster, G. R.; Lane, L. J.; Finkner, S. C. (1989): A process-based soil erosion model for USDA-Water Erosion Prediction Project technology. In Transactions of the ASAE 32 (5), pp. 1587–1593.

19. Pelletier, J. D.; Rasmussen, C. (2009): Geomorphically based predictive mapping of soil thickness in upland watersheds. In Water Resources Research 45 (9).

20. Piorr, A.; Ungaro, F.; Ciancaglini, A.; Happe, K.; Sahrbacher, A.; Sattler, C. (2009): Integrated assessment of future CAP policies: land use changes, spatial patterns and targeting. In Environmental Science & Policy 12 (8), pp. 1122–1136.

21. Reuter, H. I.; Hengl, T.; Gessler, P.; Soille, P. (2009): Preparation of DEMs for geomorphometric analysis. In Developments in Soil Science 33, pp. 87–120.

22. Rinaldi, M.; Casagli, N. (1999): Stability of streambanks formed in partially saturated soils and effects of negative pore water pressures: the Sieve River (Italy). In Geomorphology 26 (4), pp. 253–277.

23. Rinaldi, M.; Rodolfi, G. (1995): Evoluzione olocenica della pianura alluvionale e dell’alveo del Fiume Sieve nel Mugello (Toscana). In Geografia Fisica e Dinamica Quaternaria 18, pp. 57–75.

24. Sanesi, G. (1965): Geologia e morfologia dell’antico bacino lacustre del Mugello—Firenze. In Boll. Soc. Geol. It 84 (3), pp. 169–252. Saxton, K. E.; Rawls, W. J. (2006): Soil water characteristic estimates by texture and organic matter for hydrologic solutions. In Soil science society of America Journal 70 (5), pp. 1569–1578.

25. Saxton, K. E.; Rawls, W_J; Romberger, J. S.; Papendick, R. I. (1986): Estimating generalized soilwater characteristics from texture. In Soil science society of America Journal 50 (4), pp. 1031–1036.

26. Settore Idrologico Regionale della Toscana (2014): Online data base: Ricerca dati http://www.sir.toscana.it/ricerca-dati, last access 27.01.2014.

27. Vai, G. B. (2001): Structure and stratigraphy: an overview. In : Anatomy of an orogen: the Apennines and adjacent mediterranean basins: Springer, pp. 15–31.

28. Van Beek, L. P. H. (2002): Assessment of the influence of changes in land use and climate on landslide activity in a Mediterranean environment. Universiteit Utrecht.

29. Wösten, J. H.M.; Finke, P. A.; Jansen, M. J.W. (1995): Comparison of class and continuous pedotransfer functions to generate soil hydraulic characteristics. In Geoderma 66 (3), pp. 227–237.

30. Zanchi, C. (1988): The cropping pattern and its role in determining erosion risk: experimental plot results from the Mugello valley (central Italy). In Sediment Budgets. MP Bordas and DE Walling (eds.). IAHS Publication No. 174. Int. Assoc. Hydrol. Sci., Wallingford, UK.


Review

For citations:


Schmaltz E.M., Rosner H., Rentschler T., Märker M. ASSESSMENT OF GROUNDWATER RESPONSE AND SOIL MOISTURE FLUCTUATIONS IN THE MUGELLO BASIN (CENTRAL ITALY). GEOGRAPHY, ENVIRONMENT, SUSTAINABILITY. 2017;10(2):15-27. https://doi.org/10.24057/2071-9388-2017-10-2-15-27

Views: 1287


Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 License.


ISSN 2071-9388 (Print)
ISSN 2542-1565 (Online)