Skip to main content
Erschienen in: Environmental Earth Sciences 12/2016

01.06.2016 | Thematic Issue

Using statistical analyses for improving rating methods for groundwater vulnerability in contamination maps

verfasst von: M. Bonfanti, D. Ducci, M. Masetti, M. Sellerino, S. Stevenazzi

Erschienen in: Environmental Earth Sciences | Ausgabe 12/2016

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

With the aim of developing procedures coping with the disadvantages and emphasising the advantages of existing rating methods and the use of statistical methods for assessing groundwater vulnerability, we propose to combine the two approaches to perform a groundwater vulnerability assessment in a study area in Italy. In the case study, located in an area of northern Italy with both urban and agricultural sectors, keeping the structure of the DRASTIC rating method, we used a spatial statistical approach to calibrate weights and ratings of a series of variables, potentially affecting groundwater vulnerability. In order to verify the effectiveness of these procedures, the results were compared to a non-modified approach and to the map resulting from the “Time–Input” method, highlighting the advantages that can be obtained, and defining the general limit of these applications. The revised method shows a more realistic distribution of vulnerability classes in accordance with the distribution of wells impacted by high nitrate concentration, demonstrating the importance of taking into account the specific hydrogeological conditions of the area.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat Aller L, Bennett T, Lehr JH, Petty RJ, Hackett G (1987) DRASTIC: a standardized system for evaluating ground water pollution potential using hydrogeologic settings. NWWA/EPA Series, EPA-600/2-87-035 Aller L, Bennett T, Lehr JH, Petty RJ, Hackett G (1987) DRASTIC: a standardized system for evaluating ground water pollution potential using hydrogeologic settings. NWWA/EPA Series, EPA-600/2-87-035
Zurück zum Zitat Anane M, Abidi B, Lachaal F, Limam A, Jellali S (2013) GIS-based DRASTIC, Pesticide DRASTIC and Susceptibility Index (SI): comparative study for evaluation of pollution potential in the Nabeul-Hammamet shallow aquifer Tunisia. Hydrogeol J 21:715–731CrossRef Anane M, Abidi B, Lachaal F, Limam A, Jellali S (2013) GIS-based DRASTIC, Pesticide DRASTIC and Susceptibility Index (SI): comparative study for evaluation of pollution potential in the Nabeul-Hammamet shallow aquifer Tunisia. Hydrogeol J 21:715–731CrossRef
Zurück zum Zitat Baker DB (1990) Groundwater quality assessment through cooperative private well testing: an Ohio example. J Soil Water Conserv 45:230–235 Baker DB (1990) Groundwater quality assessment through cooperative private well testing: an Ohio example. J Soil Water Conserv 45:230–235
Zurück zum Zitat Best A, Arnaud E, Parker B, Aravena R, Dunfield K (2015) Effects of glacial sediment type and land use on nitrate patterns in groundwater. Groundw Monit Remediat 35(1):68–81 Best A, Arnaud E, Parker B, Aravena R, Dunfield K (2015) Effects of glacial sediment type and land use on nitrate patterns in groundwater. Groundw Monit Remediat 35(1):68–81
Zurück zum Zitat Bonham-Carter GF (1994) Tools for map analysis: map pairs. In: Merriam DF (ed) Geographic information systems for geoscientist: modelling with GIS. Pergamon, New York Bonham-Carter GF (1994) Tools for map analysis: map pairs. In: Merriam DF (ed) Geographic information systems for geoscientist: modelling with GIS. Pergamon, New York
Zurück zum Zitat Cinnirella S, Buttafuoco G, Pirrone N (2005) Stochastic analysis to assess the spatial distribution of groundwater nitrate concentrations in the Po catchment (Italy). Environ Pollution 133(3):569–580CrossRef Cinnirella S, Buttafuoco G, Pirrone N (2005) Stochastic analysis to assess the spatial distribution of groundwater nitrate concentrations in the Po catchment (Italy). Environ Pollution 133(3):569–580CrossRef
Zurück zum Zitat Cowan N (2001) The magical number 4 in short-term memory: a reconsideration of mental storage capacity. Behav Brain Sci 24:87–185CrossRef Cowan N (2001) The magical number 4 in short-term memory: a reconsideration of mental storage capacity. Behav Brain Sci 24:87–185CrossRef
Zurück zum Zitat Doerfliger N, Zwahlen F (1997) EPIK: a new method for outlining of protection areas in karstic environment. In: Günay G, Jonshon AI (eds) International symposium and field seminar on karst waters and environmental impacts. Balkema, Antalya, pp 117–123 Doerfliger N, Zwahlen F (1997) EPIK: a new method for outlining of protection areas in karstic environment. In: Günay G, Jonshon AI (eds) International symposium and field seminar on karst waters and environmental impacts. Balkema, Antalya, pp 117–123
Zurück zum Zitat Ducci D, Sellerino M (2013) Vulnerability mapping of groundwater contamination based on 3D lithostratigraphical models of porous aquifers. Sci Total Environ 447:315–322CrossRef Ducci D, Sellerino M (2013) Vulnerability mapping of groundwater contamination based on 3D lithostratigraphical models of porous aquifers. Sci Total Environ 447:315–322CrossRef
Zurück zum Zitat European Community (1991) Council Directive 91/676/EEC concerning the protection of waters against pollution caused by nitrates from agricultural sources. OJ L 375, 31 December 1991, pp 1–8 European Community (1991) Council Directive 91/676/EEC concerning the protection of waters against pollution caused by nitrates from agricultural sources. OJ L 375, 31 December 1991, pp 1–8
Zurück zum Zitat Foster S (1987) Fundamental concepts in aquifer vulnerability, pollution risk and protection strategy. In: Duijvenbooden WV, Waegeningh HGV (eds) Vulnerability of soil and groundwater to pollutants. proceedings and information, TNO Committee on Hydrological Research 38:69–86 Foster S (1987) Fundamental concepts in aquifer vulnerability, pollution risk and protection strategy. In: Duijvenbooden WV, Waegeningh HGV (eds) Vulnerability of soil and groundwater to pollutants. proceedings and information, TNO Committee on Hydrological Research 38:69–86
Zurück zum Zitat Foster S, Hirata R, Andreo B (2013) The aquifer pollution vulnerability concept: aid or impediment in promoting groundwater protection? Hydrogeol J 21:1389–1392CrossRef Foster S, Hirata R, Andreo B (2013) The aquifer pollution vulnerability concept: aid or impediment in promoting groundwater protection? Hydrogeol J 21:1389–1392CrossRef
Zurück zum Zitat Gogu RC, Dassargues A (2000) Current trends and future challenges in groundwater vulnerability assessment using overlay and index methods. Environ Geol 39(6):549–559CrossRef Gogu RC, Dassargues A (2000) Current trends and future challenges in groundwater vulnerability assessment using overlay and index methods. Environ Geol 39(6):549–559CrossRef
Zurück zum Zitat Hamza MH, Added A, Rodrıguez R, Abdeljaoued S, Ben Mammou A (2007) A GIS-based DRASTIC vulnerability and net recharge reassessment in an aquifer of a semi-arid region (Metline-Ras Jebel-Raf Raf aquifer, Northern Tunisia). J Environ Manage 84:12–19CrossRef Hamza MH, Added A, Rodrıguez R, Abdeljaoued S, Ben Mammou A (2007) A GIS-based DRASTIC vulnerability and net recharge reassessment in an aquifer of a semi-arid region (Metline-Ras Jebel-Raf Raf aquifer, Northern Tunisia). J Environ Manage 84:12–19CrossRef
Zurück zum Zitat Howard KWF (1997) Impacts of urban development on groundwater. In: Eyles N (ed) Environmental geology of urban areas. Special publication of the Geological Association of Canada. Geotext 3:93–104 Howard KWF (1997) Impacts of urban development on groundwater. In: Eyles N (ed) Environmental geology of urban areas. Special publication of the Geological Association of Canada. Geotext 3:93–104
Zurück zum Zitat Kolpin D, Burkart M, Goolsby D (1999) Nitrate in groundwater of the Midwestern United States: a regional investigations on relations to land use and soil properties. In: Heathwaite L (ed) Impact of land-use change on nutrient loads from diffuse sources (Proceedings of IUGG 99 Symposium HS3, Birmingham, July 1999). IAHS Publication No, Denmark, p 257 Kolpin D, Burkart M, Goolsby D (1999) Nitrate in groundwater of the Midwestern United States: a regional investigations on relations to land use and soil properties. In: Heathwaite L (ed) Impact of land-use change on nutrient loads from diffuse sources (Proceedings of IUGG 99 Symposium HS3, Birmingham, July 1999). IAHS Publication No, Denmark, p 257
Zurück zum Zitat Kralik M (2008) The Time-Input vulnerability method and hazard assessment at a test site in the Front Range of the Eastern Alps. Groundwater Modelling, International symposium on groundwater Flow and Transport Modelling. Proceedings of Invited Lectures, pp 39–44 Kralik M (2008) The Time-Input vulnerability method and hazard assessment at a test site in the Front Range of the Eastern Alps. Groundwater Modelling, International symposium on groundwater Flow and Transport Modelling. Proceedings of Invited Lectures, pp 39–44
Zurück zum Zitat Kralik M, Keimel T (2003) Time-Input, an innovative groundwater-vulnerability assessment scheme: application to an alpine test site. Environ Geol 44:679–686CrossRef Kralik M, Keimel T (2003) Time-Input, an innovative groundwater-vulnerability assessment scheme: application to an alpine test site. Environ Geol 44:679–686CrossRef
Zurück zum Zitat Lombardia Regione, Agip Eni Divisione (2002) Geologia degli acquiferi Padani della Regione Lombardia [Geology of the Po Valley aquifers in Lombardy Region]. S.EL.CA, Firenze Lombardia Regione, Agip Eni Divisione (2002) Geologia degli acquiferi Padani della Regione Lombardia [Geology of the Po Valley aquifers in Lombardy Region]. S.EL.CA, Firenze
Zurück zum Zitat Masetti M, Poli S, Sterlacchini S, Beretta GP, Facchi A (2008) Spatial and statistical assessment of factors influencing nitrate contamination in groundwater. J Environ Manage 86:272–281CrossRef Masetti M, Poli S, Sterlacchini S, Beretta GP, Facchi A (2008) Spatial and statistical assessment of factors influencing nitrate contamination in groundwater. J Environ Manage 86:272–281CrossRef
Zurück zum Zitat Masetti M, Sterlacchini S, Ballabio C, Sorichetta A, Poli S (2009) Influence of threshold value in the use of statistical methods for groundwater vulnerability assessment. Sci Total Environ 407:3836–3846CrossRef Masetti M, Sterlacchini S, Ballabio C, Sorichetta A, Poli S (2009) Influence of threshold value in the use of statistical methods for groundwater vulnerability assessment. Sci Total Environ 407:3836–3846CrossRef
Zurück zum Zitat Nolan BT (2001) Relating nitrogen sources and aquifer susceptibility to nitrate in shallow ground water of the United States. Ground Water 39(2):290–299CrossRef Nolan BT (2001) Relating nitrogen sources and aquifer susceptibility to nitrate in shallow ground water of the United States. Ground Water 39(2):290–299CrossRef
Zurück zum Zitat Nolan BT, Hitt KJ, Ruddy BC (2002) Probability of nitrate contamination of recently recharged groundwaters in the conterminous United States. Environ Sci Technol 36(10):2138–2145CrossRef Nolan BT, Hitt KJ, Ruddy BC (2002) Probability of nitrate contamination of recently recharged groundwaters in the conterminous United States. Environ Sci Technol 36(10):2138–2145CrossRef
Zurück zum Zitat Raines GL (1999) Evaluation of weights of evidence to predict epithermal-gold deposits in the great basin of the Western United States. Nat Resour Res 8(4):257–276CrossRef Raines GL (1999) Evaluation of weights of evidence to predict epithermal-gold deposits in the great basin of the Western United States. Nat Resour Res 8(4):257–276CrossRef
Zurück zum Zitat Rupert MG (2001) Calibration of the DRASTIC ground water vulnerability mapping method. Ground Water 39(4):625–630CrossRef Rupert MG (2001) Calibration of the DRASTIC ground water vulnerability mapping method. Ground Water 39(4):625–630CrossRef
Zurück zum Zitat Sorichetta A, Masetti M, Ballabio C, Sterlacchini S, Beretta GP (2011) Reliability of groundwater vulnerability maps obtained through statistical methods. J Environ Manage 92:1215–1224CrossRef Sorichetta A, Masetti M, Ballabio C, Sterlacchini S, Beretta GP (2011) Reliability of groundwater vulnerability maps obtained through statistical methods. J Environ Manage 92:1215–1224CrossRef
Zurück zum Zitat Sorichetta A, Masetti M, Ballabio C, Sterlacchini S (2012) Aquifer nitrate vulnerability assessment using positive and negative weights of evidence methods, Milan, Italy. Comput Geosci 48:199–210CrossRef Sorichetta A, Masetti M, Ballabio C, Sterlacchini S (2012) Aquifer nitrate vulnerability assessment using positive and negative weights of evidence methods, Milan, Italy. Comput Geosci 48:199–210CrossRef
Zurück zum Zitat Sorichetta A, Ballabio C, Masetti M, Robinson GR Jr, Sterlacchini S (2013) A comparison of data-driven groundwater vulnerability assessment methods. Ground Water 51(6):866–879CrossRef Sorichetta A, Ballabio C, Masetti M, Robinson GR Jr, Sterlacchini S (2013) A comparison of data-driven groundwater vulnerability assessment methods. Ground Water 51(6):866–879CrossRef
Zurück zum Zitat Tesoriero A, Voss F (1997) Predicting the probability of elevated nitrate concentrations in the Puget sound basin: implications for aquifer susceptibility and vulnerability. Ground Water 35(6):1029–1039CrossRef Tesoriero A, Voss F (1997) Predicting the probability of elevated nitrate concentrations in the Puget sound basin: implications for aquifer susceptibility and vulnerability. Ground Water 35(6):1029–1039CrossRef
Zurück zum Zitat Wachniew P, Zurek AJ, Stumpp C, Gemitzi A, Gargini A, Filippini M, Witczak S (2016) Towards operational methods for the assessment of intrinsic groundwater vulnerability: a review. Crit Rev Environ Sci Technol. doi:10.1080/10643389.2016.1160816 Wachniew P, Zurek AJ, Stumpp C, Gemitzi A, Gargini A, Filippini M, Witczak S (2016) Towards operational methods for the assessment of intrinsic groundwater vulnerability: a review. Crit Rev Environ Sci Technol. doi:10.​1080/​10643389.​2016.​1160816
Zurück zum Zitat Wick K, Heumesser C, Schmid E (2012) Groundwater nitrate contamination: factors and indicators. J Environ Manage 111:178–186CrossRef Wick K, Heumesser C, Schmid E (2012) Groundwater nitrate contamination: factors and indicators. J Environ Manage 111:178–186CrossRef
Zurück zum Zitat Zwahlen F (2004) Vulnerability and risk mapping for the protection of carbonate (karst) aquifers, final report (COST action 620). European Commission, Directorate-General XII Science, Research and Development, Brussels Zwahlen F (2004) Vulnerability and risk mapping for the protection of carbonate (karst) aquifers, final report (COST action 620). European Commission, Directorate-General XII Science, Research and Development, Brussels
Metadaten
Titel
Using statistical analyses for improving rating methods for groundwater vulnerability in contamination maps
verfasst von
M. Bonfanti
D. Ducci
M. Masetti
M. Sellerino
S. Stevenazzi
Publikationsdatum
01.06.2016
Verlag
Springer Berlin Heidelberg
Erschienen in
Environmental Earth Sciences / Ausgabe 12/2016
Print ISSN: 1866-6280
Elektronische ISSN: 1866-6299
DOI
https://doi.org/10.1007/s12665-016-5793-0

Weitere Artikel der Ausgabe 12/2016

Environmental Earth Sciences 12/2016 Zur Ausgabe