Skip to main content
Top
Published in: Environmental Earth Sciences 6/2011

01-07-2011 | Original Article

Conditioning DRASTIC model to simulate nitrate pollution case study: Hamadan–Bahar plain

Authors: Samira Akhavan, Sayed-Farhad Mousavi, Jahangir Abedi-Koupai, Karim C. Abbaspour

Published in: Environmental Earth Sciences | Issue 6/2011

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

One of the major causes of groundwater pollution in Hamadan–Bahar aquifer in western Iran is a non-point source pollution resulting from agricultural activities. Withdrawal of over 88% of drinking water from groundwater resources, adds urgency to the studies leading to a better management of water supplies in this region. In this study, the DRASTIC model was used to construct groundwater vulnerability maps based on the “intrinsic” (natural conditions) and “specific” (including management) concepts. As DRASTIC has drawbacks to simulate specific contaminants, we conditioned the rates on measured nitrate data and optimized the weights of the specific model to obtain a nitrate vulnerability map for the region. The performance of the conditioned DRASTIC model improved significantly (R 2 = 0.52) over the intrinsic (R 2 = 0.12) and specific (R 2 = 0.19) models in predicting the groundwater nitrate concentration. Our study suggests that a locally conditioned DRASTIC model is an effective tool for predicting the region’s vulnerability to nitrate pollution. In addition, comparison of groundwater tables between two periods 30 years apart indicated a drawdown of around 50 m in the central plain of the Hamadan–Bahar region. Our interpretation of the vulnerability maps for the two periods showed a polluted zone developing in the central valley requiring careful evaluation and monitoring.

Dont have a licence yet? Then find out more about our products and how to get one now:

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!

Literature
go back to reference Abbaspour KC, Yang J, Maximov I, Siber R, Bogner K, Mieleitner J, Zobrist J, Srinivasan R (2007) Modelling hydrology and water quality in the pre alpine/alpine Thur watershed using SWAT. J Hydrol 333:413–430CrossRef Abbaspour KC, Yang J, Maximov I, Siber R, Bogner K, Mieleitner J, Zobrist J, Srinivasan R (2007) Modelling hydrology and water quality in the pre alpine/alpine Thur watershed using SWAT. J Hydrol 333:413–430CrossRef
go back to reference Al-Adamat RAN, Foster IDL, Baban SMJ (2003) Groundwater vulnerability and risk mapping for the Basaltic aquifer of the Azraq basin of Jordan using GIS, remote sensing and DRASTIC. Appl Geogr 23:303–324CrossRef Al-Adamat RAN, Foster IDL, Baban SMJ (2003) Groundwater vulnerability and risk mapping for the Basaltic aquifer of the Azraq basin of Jordan using GIS, remote sensing and DRASTIC. Appl Geogr 23:303–324CrossRef
go back to reference Aller L, Bennett T, Lehr JH, Petty RJ, Hackett G (1987) DRASTIC: a standardized system for evaluating ground water pollution potential using hydrogeologic settings. EPA-600/2-87-035, EPA, Washington Aller L, Bennett T, Lehr JH, Petty RJ, Hackett G (1987) DRASTIC: a standardized system for evaluating ground water pollution potential using hydrogeologic settings. EPA-600/2-87-035, EPA, Washington
go back to reference Almasri MN (2008) Assessment of intrinsic vulnerability to contamination for Gaza coastal aquifer, Palestine. J Environ Manage 88(4):577–593CrossRef Almasri MN (2008) Assessment of intrinsic vulnerability to contamination for Gaza coastal aquifer, Palestine. J Environ Manage 88(4):577–593CrossRef
go back to reference Arnold JG, Srinivasan R, Muttiah RS, Williams JR (1998) Large area hydrologic modeling and assessment—Part 1: model development. J Am Water Resour Assoc 34:73–89CrossRef Arnold JG, Srinivasan R, Muttiah RS, Williams JR (1998) Large area hydrologic modeling and assessment—Part 1: model development. J Am Water Resour Assoc 34:73–89CrossRef
go back to reference Babiker IS, Mohamed AAM, Hiyama T, Kato K (2005) A GIS based DRASTIC model for assessing aquifer vulnerability in Kakamigahara Heights, Gifu Prefecture, Central Japan. Sci Total Environ 345(1–3):127–140 Babiker IS, Mohamed AAM, Hiyama T, Kato K (2005) A GIS based DRASTIC model for assessing aquifer vulnerability in Kakamigahara Heights, Gifu Prefecture, Central Japan. Sci Total Environ 345(1–3):127–140
go back to reference Garrett P, Williams JS, Rossoll CF, Tolman AL (1989) Are ground water vulnerability classification systems workable? In: Proceedings of FOCUS conference on eastern regional ground water issues, Kitchener, Ontario, Canada, National Water Well Association, Dublin, Ohio, 17–19 October, pp 329–343 Garrett P, Williams JS, Rossoll CF, Tolman AL (1989) Are ground water vulnerability classification systems workable? In: Proceedings of FOCUS conference on eastern regional ground water issues, Kitchener, Ontario, Canada, National Water Well Association, Dublin, Ohio, 17–19 October, pp 329–343
go back to reference Gogu RC, Dassargues A (2000) Current trends and future challenges in groundwater vulnerability assessment using overlay and index methods. Environ Geol Environ Geol 39(6):549–559 Gogu RC, Dassargues A (2000) Current trends and future challenges in groundwater vulnerability assessment using overlay and index methods. Environ Geol Environ Geol 39(6):549–559
go back to reference Hamza MH, Added A, Rodriguez R, Abdeljaoueda 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, Rodriguez R, Abdeljaoueda 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
go back to reference Jalali M (2005) Nitrates leaching from agricultural land in Hamadan, western Iran. Agric Ecosyst Environ 110:210–218CrossRef Jalali M (2005) Nitrates leaching from agricultural land in Hamadan, western Iran. Agric Ecosyst Environ 110:210–218CrossRef
go back to reference Kalinski RJ, Kelly WE, Bogardi I, Ehrman RL, Yamamoto PO (1994) Correlation between DRASTIC vulnerabilities and incidents of VOC contamination of municipal wells in Nebraska. Ground Water 32(1):31–34CrossRef Kalinski RJ, Kelly WE, Bogardi I, Ehrman RL, Yamamoto PO (1994) Correlation between DRASTIC vulnerabilities and incidents of VOC contamination of municipal wells in Nebraska. Ground Water 32(1):31–34CrossRef
go back to reference McKay MD, Beckman RJ, Conover WJ (1979) A comparison of three methods for selecting values of input variables in the analysis of output from a computer code. Technometrics 21:239–245CrossRef McKay MD, Beckman RJ, Conover WJ (1979) A comparison of three methods for selecting values of input variables in the analysis of output from a computer code. Technometrics 21:239–245CrossRef
go back to reference McLay CDA, Dragden R, Sparling G, Selvarajah N (2001) Predicting groundwater nitrate concentrations in a region of mixed agricultural land use: a comparison of three approaches. Environ Pollut 115:191–204CrossRef McLay CDA, Dragden R, Sparling G, Selvarajah N (2001) Predicting groundwater nitrate concentrations in a region of mixed agricultural land use: a comparison of three approaches. Environ Pollut 115:191–204CrossRef
go back to reference Merchant J (1994) GIS-based groundwater pollution hazard assessment: a critical review of the DRASTIC model. Photogramm Eng Remote Sens 60(9):1117–1127 Merchant J (1994) GIS-based groundwater pollution hazard assessment: a critical review of the DRASTIC model. Photogramm Eng Remote Sens 60(9):1117–1127
go back to reference Mohammadi K, Niknam R, Majd VJ (2008) Aquifer vulnerability assessment using GIS and fuzzy system: a case study in Tehran–Karaj aquifer, Iran. Environ Geol. doi:10.1007/s00254-008-1514-7 Mohammadi K, Niknam R, Majd VJ (2008) Aquifer vulnerability assessment using GIS and fuzzy system: a case study in Tehran–Karaj aquifer, Iran. Environ Geol. doi:10.​1007/​s00254-008-1514-7
go back to reference Moradi A, Abbaspour KC, Afyuni M (2005) Modelling field-scale cadmium transport below the root zone of a sewage sludge amended soil in an arid region in Central Iran. J Contam Hydrol 79(3–4):187–206CrossRef Moradi A, Abbaspour KC, Afyuni M (2005) Modelling field-scale cadmium transport below the root zone of a sewage sludge amended soil in an arid region in Central Iran. J Contam Hydrol 79(3–4):187–206CrossRef
go back to reference Nadafian H (2007) Simulation of groundwater pollution around drinking water wells in Hamadan city. M.Sc. dissertation, Shahid Beheshti University, Tehran, Iran Nadafian H (2007) Simulation of groundwater pollution around drinking water wells in Hamadan city. M.Sc. dissertation, Shahid Beheshti University, Tehran, Iran
go back to reference Palmer RC, Lewis MA (1998) Assessment of groundwater vulnerability in England and Wales. In: Robins NS (ed) Groundwater pollution, aquifer recharge and vulnerability, special publications vol 130. Geological Society, London, pp 191–198 Palmer RC, Lewis MA (1998) Assessment of groundwater vulnerability in England and Wales. In: Robins NS (ed) Groundwater pollution, aquifer recharge and vulnerability, special publications vol 130. Geological Society, London, pp 191–198
go back to reference Panagopoulos GP, Antonakos AK, Lambrakis NJ (2006) Optimization of DRASTIC model for groundwater vulnerability assessment, by the use of simple statistical methods and GIS. Hydrogeol J 14:894–911CrossRef Panagopoulos GP, Antonakos AK, Lambrakis NJ (2006) Optimization of DRASTIC model for groundwater vulnerability assessment, by the use of simple statistical methods and GIS. Hydrogeol J 14:894–911CrossRef
go back to reference Rahman A (2008) A GIS-based DRASTIC model for assessing groundwater vulnerability in shallow aquifer in Aligarh, India. Appl Geogr 28:32–53CrossRef Rahman A (2008) A GIS-based DRASTIC model for assessing groundwater vulnerability in shallow aquifer in Aligarh, India. Appl Geogr 28:32–53CrossRef
go back to reference Rahmani A (2003) Study and investigation of pollution in groundwater of Hamadan-Bahar plain. Environmental Organization of Hamadan, Iran Rahmani A (2003) Study and investigation of pollution in groundwater of Hamadan-Bahar plain. Environmental Organization of Hamadan, Iran
go back to reference Rosen L (1994) A study of the DRASTIC methodology with emphasis on Swedish conditions. Ground Water 32:278–285CrossRef Rosen L (1994) A study of the DRASTIC methodology with emphasis on Swedish conditions. Ground Water 32:278–285CrossRef
go back to reference Secunda S, Collin M, Melloul AJ (1998) Groundwater vulnerability assessment using a composite model combining DRASTIC with extensive land use in Israel’s Sharon region. J Environ Manage 54:39–57CrossRef Secunda S, Collin M, Melloul AJ (1998) Groundwater vulnerability assessment using a composite model combining DRASTIC with extensive land use in Israel’s Sharon region. J Environ Manage 54:39–57CrossRef
go back to reference Tyner JS, Wright WC, Yoder RE (2007) Identifying long-term preferential and matrix flow recharge at the field scale. T ASABE 50(6):2001–2006 Tyner JS, Wright WC, Yoder RE (2007) Identifying long-term preferential and matrix flow recharge at the field scale. T ASABE 50(6):2001–2006
go back to reference Villeneuve JP, Banton O, Lafrance P (1990) A probabilistic approach for the groundwater vulnerability to contamination by pesticides: the VULPEST model. Ecol Model 51:47–58CrossRef Villeneuve JP, Banton O, Lafrance P (1990) A probabilistic approach for the groundwater vulnerability to contamination by pesticides: the VULPEST model. Ecol Model 51:47–58CrossRef
go back to reference Vrba J, Zaporozec A (1994) Guidebook on mapping groundwater vulnerability, vol 16. International Association of Hydrogeologists, Heise Vrba J, Zaporozec A (1994) Guidebook on mapping groundwater vulnerability, vol 16. International Association of Hydrogeologists, Heise
Metadata
Title
Conditioning DRASTIC model to simulate nitrate pollution case study: Hamadan–Bahar plain
Authors
Samira Akhavan
Sayed-Farhad Mousavi
Jahangir Abedi-Koupai
Karim C. Abbaspour
Publication date
01-07-2011
Publisher
Springer-Verlag
Published in
Environmental Earth Sciences / Issue 6/2011
Print ISSN: 1866-6280
Electronic ISSN: 1866-6299
DOI
https://doi.org/10.1007/s12665-010-0790-1

Other articles of this Issue 6/2011

Environmental Earth Sciences 6/2011 Go to the issue