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Volumn 199, Issue , 2015, Pages 369-381

Quantification of nitrate sources in groundwater using hydrochemical and dual isotopic data combined with a Bayesian mixing model

Author keywords

Bayesian mixing model (MixSIR); Dual isotopes; Hydrochemical parameters; Nitrate; Orthogonal regression of PCA; Rural groundwater; South Korea

Indexed keywords

ANTHROPOGENIC EFFECT; ANTHROPOGENIC SOURCE; COMPOST; DATA SET; DENITRIFICATION; GROUNDWATER POLLUTION; ISOTOPIC COMPOSITION; ISOTOPIC FRACTIONATION; MANURE; NITRATE; NUMERICAL MODEL; POLLUTANT SOURCE; WATER QUALITY;

EID: 84910048645     PISSN: 01678809     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.agee.2014.10.014     Document Type: Article
Times cited : (84)

References (64)
  • 3
    • 0036488785 scopus 로고    scopus 로고
    • Groundwater recharge and agricultural contamination
    • Böhlke J.K. Groundwater recharge and agricultural contamination. Hydrogeol. J. 2002, 10:153-179.
    • (2002) Hydrogeol. J. , vol.10 , pp. 153-179
    • Böhlke, J.K.1
  • 4
    • 0030908363 scopus 로고    scopus 로고
    • Stable isotope evidence for an atmospheric origin of desert nitrate deposits in northern Chile and southern California, USA
    • Böhlke J., Ericksen G., Revesz K. Stable isotope evidence for an atmospheric origin of desert nitrate deposits in northern Chile and southern California, USA. Chem. Geol. 1997, 136:135-152.
    • (1997) Chem. Geol. , vol.136 , pp. 135-152
    • Böhlke, J.1    Ericksen, G.2    Revesz, K.3
  • 5
    • 0025573493 scopus 로고
    • Using isotope fractionation of nitrate-nitrogen and nitrate-oxygen for evaluation of microbial denitrification in a sandy aquifer
    • Böttcher J., Strebel O., Voerkelius S., Schmidt H.L. Using isotope fractionation of nitrate-nitrogen and nitrate-oxygen for evaluation of microbial denitrification in a sandy aquifer. J. Hydrol. 1990, 114:413-424.
    • (1990) J. Hydrol. , vol.114 , pp. 413-424
    • Böttcher, J.1    Strebel, O.2    Voerkelius, S.3    Schmidt, H.L.4
  • 7
    • 0036787547 scopus 로고    scopus 로고
    • Measurement of the oxygen isotopic composition of nitrate in seawater and freshwater using the denitrifier method
    • Casciotti K., Sigman D., Hastings M.G., Böhlke J., Hilkert A. Measurement of the oxygen isotopic composition of nitrate in seawater and freshwater using the denitrifier method. Anal. Chem. 2002, 74:4905-4912.
    • (2002) Anal. Chem. , vol.74 , pp. 4905-4912
    • Casciotti, K.1    Sigman, D.2    Hastings, M.G.3    Böhlke, J.4    Hilkert, A.5
  • 8
    • 84891629835 scopus 로고    scopus 로고
    • Hydrogeochemical interpretation of South Korean groundwater monitoring data using self-organizing maps
    • Choi B.Y., Yun S.T., Kim K.H., Kim J.W., Kim H.M., Koh Y.K. Hydrogeochemical interpretation of South Korean groundwater monitoring data using self-organizing maps. J. Geochem. Explor. 2014, 137:73-84.
    • (2014) J. Geochem. Explor. , vol.137 , pp. 73-84
    • Choi, B.Y.1    Yun, S.T.2    Kim, K.H.3    Kim, J.W.4    Kim, H.M.5    Koh, Y.K.6
  • 10
    • 0026474962 scopus 로고
    • Multivariate analysis of stream water chemical data: the use of principal components analysis for the end-member mixing problem
    • Christophersen N., Hooper R.P. Multivariate analysis of stream water chemical data: the use of principal components analysis for the end-member mixing problem. Water Resour. Res. 1992, 28:99-107.
    • (1992) Water Resour. Res. , vol.28 , pp. 99-107
    • Christophersen, N.1    Hooper, R.P.2
  • 12
    • 20044373680 scopus 로고    scopus 로고
    • 18O values of nitrate in drainage water of two fertilized fields in Mecklenburg-Vorpommern (Germany)
    • 18O values of nitrate in drainage water of two fertilized fields in Mecklenburg-Vorpommern (Germany). Aquat. Sci. 2005, 67:156-165.
    • (2005) Aquat. Sci. , vol.67 , pp. 156-165
    • Deutsch, B.1    Liskow, I.2    Kahle, P.3    Voss, M.4
  • 13
    • 33748892045 scopus 로고    scopus 로고
    • Quantification of diffuse nitrate inputs into a small river system using stable isotopes of oxygen and nitrogen in nitrate
    • Deutsch B., Mewes M., Liskow I., Voss M. Quantification of diffuse nitrate inputs into a small river system using stable isotopes of oxygen and nitrogen in nitrate. Org. Geochem. 2006, 37:1333-1342.
    • (2006) Org. Geochem. , vol.37 , pp. 1333-1342
    • Deutsch, B.1    Mewes, M.2    Liskow, I.3    Voss, M.4
  • 14
    • 0022969193 scopus 로고
    • Oxygen exchange between nitrate molecules during nitrite oxidation by Nitrobacter
    • DiSpirito A.A., Hooper A.B. Oxygen exchange between nitrate molecules during nitrite oxidation by Nitrobacter. J. Biol. Chem. 1986, 261:10534-10537.
    • (1986) J. Biol. Chem. , vol.261 , pp. 10534-10537
    • DiSpirito, A.A.1    Hooper, A.B.2
  • 16
    • 0003896605 scopus 로고    scopus 로고
    • Environmental Assessment Report No. Copenhagen.
    • EEA (European Environment Agency), 2000. Groundwater Quality and Quantity in Europe. Environmental Assessment Report No 3. Copenhagen.
    • (2000) Groundwater Quality and Quantity in Europe
  • 18
    • 18144430568 scopus 로고    scopus 로고
    • Multivariate outlier detection in exploration geochemistry
    • Filzmoser P., Garrett R.G., Reimann C. Multivariate outlier detection in exploration geochemistry. Comp. Geosci. 2005, 31:579-587.
    • (2005) Comp. Geosci. , vol.31 , pp. 579-587
    • Filzmoser, P.1    Garrett, R.G.2    Reimann, C.3
  • 19
    • 1842863482 scopus 로고    scopus 로고
    • A dual-isotope approach to the nitrogen hydrochemistry of an urban aquifer
    • Fukada T., Hiscock K.M., Dennis P.F. A dual-isotope approach to the nitrogen hydrochemistry of an urban aquifer. Appl. Geochem. 2004, 19:709-719.
    • (2004) Appl. Geochem. , vol.19 , pp. 709-719
    • Fukada, T.1    Hiscock, K.M.2    Dennis, P.F.3
  • 20
    • 12544258737 scopus 로고    scopus 로고
    • Delineation of hydrochemical facies distribution in a regional groundwater system by means of fuzzy c-means clustering
    • Guler C., Thyne G.D. Delineation of hydrochemical facies distribution in a regional groundwater system by means of fuzzy c-means clustering. Water Resour. Res. 2004, 40:W12503.
    • (2004) Water Resour. Res. , vol.40 , pp. W12503
    • Guler, C.1    Thyne, G.D.2
  • 21
    • 0002548296 scopus 로고
    • Nitrate
    • Van Norstrand Reinhold, New York, W.M. Alley (Ed.)
    • Halberg G.R., Keedny D.R. Nitrate. Regional Groundwater Quality 1993, 297-322. Van Norstrand Reinhold, New York. W.M. Alley (Ed.).
    • (1993) Regional Groundwater Quality , pp. 297-322
    • Halberg, G.R.1    Keedny, D.R.2
  • 23
    • 0021489714 scopus 로고
    • Source of the oxygen atoms of nitrate in the oxidation of nitrite by Nitrobacter agilis and evidence against a PON anhydride mechanism in oxidative phosphorylation
    • Hollocher T.C. Source of the oxygen atoms of nitrate in the oxidation of nitrite by Nitrobacter agilis and evidence against a PON anhydride mechanism in oxidative phosphorylation. Arch. Biochem. Biophys. 1984, 233:721-727.
    • (1984) Arch. Biochem. Biophys. , vol.233 , pp. 721-727
    • Hollocher, T.C.1
  • 24
    • 1542651064 scopus 로고    scopus 로고
    • Diagnostic tools for mixing models of stream water chemistry
    • Hooper R.P. Diagnostic tools for mixing models of stream water chemistry. Water Resour. Res. 2003, 39(3):1055.
    • (2003) Water Resour. Res. , vol.39 , Issue.3 , pp. 1055
    • Hooper, R.P.1
  • 26
    • 60649121605 scopus 로고    scopus 로고
    • Erroneous behaviour of MixSIR: a recently published Bayesian isotope mixing model: a discussion of Moore & Semmens (2008)
    • Jackson A.L., Inger R., Bearhop S., Parnell A. Erroneous behaviour of MixSIR: a recently published Bayesian isotope mixing model: a discussion of Moore & Semmens (2008). Ecol. Lett. 2009, 12:E1-E5.
    • (2009) Ecol. Lett. , vol.12 , pp. E1-E5
    • Jackson, A.L.1    Inger, R.2    Bearhop, S.3    Parnell, A.4
  • 27
    • 84860624702 scopus 로고    scopus 로고
    • Determination of nitrate contamination sources using isotopic and chemical indicators in an agricultural region in China
    • Jin Z., Pan Z., Jin M., Li F., Wan Y., Gu B. Determination of nitrate contamination sources using isotopic and chemical indicators in an agricultural region in China. Agric. Ecosyst. Environ. 2012, 155:78-86.
    • (2012) Agric. Ecosyst. Environ. , vol.155 , pp. 78-86
    • Jin, Z.1    Pan, Z.2    Jin, M.3    Li, F.4    Wan, Y.5    Gu, B.6
  • 28
    • 0001811221 scopus 로고    scopus 로고
    • Tracing nitrogen sources and cycling in catchments
    • Elsevier, Amsterdam, C. Kendall, J.J. McDonnell (Eds.)
    • Kendall C. Tracing nitrogen sources and cycling in catchments. Isotope Tracers in Catchment Hydrology 1998, 521-576. Elsevier, Amsterdam. C. Kendall, J.J. McDonnell (Eds.).
    • (1998) Isotope Tracers in Catchment Hydrology , pp. 521-576
    • Kendall, C.1
  • 29
    • 0001244128 scopus 로고    scopus 로고
    • Nitrate Isotopes in groundwater systems
    • Kluwer Academic Publishers, Boston, USA, P. Cook, A. Herczeg (Eds.)
    • Kendall C., Aravena R. Nitrate Isotopes in groundwater systems. Environmental Tracers in Subsurface Hydrology 2000, 261-297. Kluwer Academic Publishers, Boston, USA. P. Cook, A. Herczeg (Eds.).
    • (2000) Environmental Tracers in Subsurface Hydrology , pp. 261-297
    • Kendall, C.1    Aravena, R.2
  • 30
    • 67649202170 scopus 로고    scopus 로고
    • Hydrochemical and multivariate statistical interpretations of spatial controls of nitrate concentrations in a shallow alluvial aquifer around oxbow lakes (Osong area, central Korea)
    • Kim K.H., Yun S.T., Choi B.Y., Chae G.T., Joo Y., Kim K., Kim H.S. Hydrochemical and multivariate statistical interpretations of spatial controls of nitrate concentrations in a shallow alluvial aquifer around oxbow lakes (Osong area, central Korea). J. Contam. Hydrol. 2009, 107:114-127.
    • (2009) J. Contam. Hydrol. , vol.107 , pp. 114-127
    • Kim, K.H.1    Yun, S.T.2    Choi, B.Y.3    Chae, G.T.4    Joo, Y.5    Kim, K.6    Kim, H.S.7
  • 33
    • 45049083152 scopus 로고    scopus 로고
    • Understanding groundwater chemistry using mixing models
    • Laaksoharju M., Gascoyne M., Gurban I. Understanding groundwater chemistry using mixing models. Appl. Geochem. 2008, 23:1921-1940.
    • (2008) Appl. Geochem. , vol.23 , pp. 1921-1940
    • Laaksoharju, M.1    Gascoyne, M.2    Gurban, I.3
  • 34
    • 0345518013 scopus 로고    scopus 로고
    • Multivariate mixing and mass balance (M3) calculations: a new tool for decoding hydrogeochemical information
    • Laaksoharju M., Skårman C., Skårman E. Multivariate mixing and mass balance (M3) calculations: a new tool for decoding hydrogeochemical information. Appl. Geochem. 1999, 14:861-871.
    • (1999) Appl. Geochem. , vol.14 , pp. 861-871
    • Laaksoharju, M.1    Skårman, C.2    Skårman, E.3
  • 37
    • 23844486772 scopus 로고    scopus 로고
    • Principal components and orthogonal regression based on robust scales
    • Maronna R. Principal components and orthogonal regression based on robust scales. Technometrics 2005, 47:264-273.
    • (2005) Technometrics , vol.47 , pp. 264-273
    • Maronna, R.1
  • 38
    • 80052416018 scopus 로고    scopus 로고
    • Identification of the nitrate contamination sources of the Brusselian sands groundwater body (Belgium) using a dual-isotope approach
    • Mattern S., Sebilo M., Vanclooster M. Identification of the nitrate contamination sources of the Brusselian sands groundwater body (Belgium) using a dual-isotope approach. Isot. Environ. Health Stud. 2011, 47:297-315.
    • (2011) Isot. Environ. Health Stud. , vol.47 , pp. 297-315
    • Mattern, S.1    Sebilo, M.2    Vanclooster, M.3
  • 39
    • 0034873316 scopus 로고    scopus 로고
    • The oxygen isotope composition of nitrate generated by nitrification in acid forest floors
    • Mayer B., Bollwerk S.M., Mansfeldt T., Hütter B., Veizer J. The oxygen isotope composition of nitrate generated by nitrification in acid forest floors. Geochim. Cosmochim. Acta 2001, 65:2743-2756.
    • (2001) Geochim. Cosmochim. Acta , vol.65 , pp. 2743-2756
    • Mayer, B.1    Bollwerk, S.M.2    Mansfeldt, T.3    Hütter, B.4    Veizer, J.5
  • 41
    • 78650230596 scopus 로고    scopus 로고
    • Food, Agriculture, Forestry and Fisheries Statistical Yearbook.
    • MIFFAF (Ministry for Food, Agriculture, Forestry and Fisheries), 2012. Food, Agriculture, Forestry and Fisheries Statistical Yearbook. http://www.mifaff.go.kr.
    • (2012)
  • 42
    • 34447551173 scopus 로고    scopus 로고
    • Nitrate contamination of alluvial groundwaters in the Nakdong River basin
    • Min J.H., Yun S.T., Kim K., Kim H.S., Hahn J., Lee K.S. Nitrate contamination of alluvial groundwaters in the Nakdong River basin. Korea Geosci. J. 2002, 6:35-46.
    • (2002) Korea Geosci. J. , vol.6 , pp. 35-46
    • Min, J.H.1    Yun, S.T.2    Kim, K.3    Kim, H.S.4    Hahn, J.5    Lee, K.S.6
  • 43
    • 0037995578 scopus 로고    scopus 로고
    • Geologic controls on the chemical behaviour of nitrate in riverside alluvial aquifers
    • Min J.H., Yun S.T., Kim K., Kim H.S., Kim D.J. Geologic controls on the chemical behaviour of nitrate in riverside alluvial aquifers. Korea Hydrol. Process. 2003, 17:1197-1211.
    • (2003) Korea Hydrol. Process. , vol.17 , pp. 1197-1211
    • Min, J.H.1    Yun, S.T.2    Kim, K.3    Kim, H.S.4    Kim, D.J.5
  • 45
    • 41849135390 scopus 로고    scopus 로고
    • Incorporating uncertainty and prior information into stable isotope mixing models
    • Moore J.W., Semmens B.X. Incorporating uncertainty and prior information into stable isotope mixing models. Ecol. Lett. 2008, 11:470-480.
    • (2008) Ecol. Lett. , vol.11 , pp. 470-480
    • Moore, J.W.1    Semmens, B.X.2
  • 46
    • 84910033308 scopus 로고    scopus 로고
    • Groundwater Pollution and Background Quality in Cropping-Livestock Farming Complex Areas
    • NIER (National Institute of Environmental Research), 2012. Groundwater Pollution and Background Quality in Cropping-Livestock Farming Complex Areas.
    • (2012)
  • 47
    • 0031214954 scopus 로고    scopus 로고
    • Risk of nitrate in groundwaters of the United States: a national perspective
    • Nolan B.T., Ruddy B.C., Hitt K.J., Helsel D.R. Risk of nitrate in groundwaters of the United States: a national perspective. Environ. Sci. Technol. 1997, 31:2229-2236.
    • (1997) Environ. Sci. Technol. , vol.31 , pp. 2229-2236
    • Nolan, B.T.1    Ruddy, B.C.2    Hitt, K.J.3    Helsel, D.R.4
  • 50
    • 77950546330 scopus 로고    scopus 로고
    • Source partitioning using stable isotopes: coping with too much variation
    • Parnell A.C., Inger R., Bearhop S., Jackson A.L. Source partitioning using stable isotopes: coping with too much variation. Plos One 2010, 5:e9672.
    • (2010) Plos One , vol.5 , pp. e9672
    • Parnell, A.C.1    Inger, R.2    Bearhop, S.3    Jackson, A.L.4
  • 51
    • 84910053837 scopus 로고    scopus 로고
    • SIAR: Stable isotope analysis in R.
    • Parnell, A.C., Jackson, A.L., 2008. SIAR: Stable isotope analysis in R. http://cran.r-project.org/web/packages/siar/index.html.
    • (2008)
    • Parnell, A.C.1    Jackson, A.L.2
  • 52
    • 84887140617 scopus 로고    scopus 로고
    • Assessment of sources and fate of nitrate in shallow groundwater of an agricultural area by using a multi-tracer approach
    • Pastén-Zapata E., Ledesma-Ruiz R., Harter T., Ramírez A.I., Mahlknecht J. Assessment of sources and fate of nitrate in shallow groundwater of an agricultural area by using a multi-tracer approach. Sci. Total Environ. 2014, 470-471:855-864.
    • (2014) Sci. Total Environ. , pp. 855-864
    • Pastén-Zapata, E.1    Ledesma-Ruiz, R.2    Harter, T.3    Ramírez, A.I.4    Mahlknecht, J.5
  • 53
    • 0036933794 scopus 로고    scopus 로고
    • Incorporating concentration dependence in stable isotope mixing models
    • Phillips D.L., Koch P.L. Incorporating concentration dependence in stable isotope mixing models. Oecologia 2002, 130:114-125.
    • (2002) Oecologia , vol.130 , pp. 114-125
    • Phillips, D.L.1    Koch, P.L.2
  • 54
    • 0032680362 scopus 로고    scopus 로고
    • A fast algorithm for the minimum covariance determinant estimator
    • Rousseeuw P.J., Driessen K.V. A fast algorithm for the minimum covariance determinant estimator. Technometrics 1999, 41:212-223.
    • (1999) Technometrics , vol.41 , pp. 212-223
    • Rousseeuw, P.J.1    Driessen, K.V.2
  • 55
    • 23844503721 scopus 로고    scopus 로고
    • 11B to evaluate nitrate contamination in groundwater
    • 11B to evaluate nitrate contamination in groundwater. Appl. Geochem. 2005, 20:1626-1636.
    • (2005) Appl. Geochem. , vol.20 , pp. 1626-1636
    • Seiler, R.L.1
  • 56
    • 60649118208 scopus 로고    scopus 로고
    • Improving Bayesian isotope mixing models: a response to Jackson et al. (2009)
    • Semmens B.X., Moore J.W., Ward E.J. Improving Bayesian isotope mixing models: a response to Jackson et al. (2009). Ecol. Lett 2009, 12:E6-8.
    • (2009) Ecol. Lett , vol.12 , pp. E6-8
    • Semmens, B.X.1    Moore, J.W.2    Ward, E.J.3
  • 57
    • 0036742872 scopus 로고    scopus 로고
    • Application of classification-tree methods to identify nitrate sources in ground water
    • Spruill T.B., Showers W.J., Howe S.S. Application of classification-tree methods to identify nitrate sources in ground water. J. Environ. Qual. 2002, 31:1538-1549.
    • (2002) J. Environ. Qual. , vol.31 , pp. 1538-1549
    • Spruill, T.B.1    Showers, W.J.2    Howe, S.S.3
  • 59
    • 84887682786 scopus 로고    scopus 로고
    • Using EMMA and MIX analysis to assess mixing ratios and to identify hydrochemical reactions in groundwater
    • Tubau I., Vàzquez-Suñé E., Jurado A., Carrera J. Using EMMA and MIX analysis to assess mixing ratios and to identify hydrochemical reactions in groundwater. Sci. Total Environ. 2014, 470-471:1120-1131.
    • (2014) Sci. Total Environ. , pp. 1120-1131
    • Tubau, I.1    Vàzquez-Suñé, E.2    Jurado, A.3    Carrera, J.4
  • 60
  • 61
    • 77953489543 scopus 로고    scopus 로고
    • Including source uncertainty and prior information in the analysis of stable isotope mixing models
    • Ward E.J., Semmens B.X., Schindler D.E. Including source uncertainty and prior information in the analysis of stable isotope mixing models. Environ. Sci. Technol. 2010, 44:4645-4650.
    • (2010) Environ. Sci. Technol. , vol.44 , pp. 4645-4650
    • Ward, E.J.1    Semmens, B.X.2    Schindler, D.E.3
  • 63
    • 61549112801 scopus 로고    scopus 로고
    • Present limitations and future prospects of stable isotope methods for nitrate source identification in surface- and groundwater
    • Xue D., Botte J., de Baets B., Accoe F., Nestler A., Taylor P., Van Cleemput O., Berglund M., Boeckx P. Present limitations and future prospects of stable isotope methods for nitrate source identification in surface- and groundwater. Water Res. 2009, 43:1159-1170.
    • (2009) Water Res. , vol.43 , pp. 1159-1170
    • Xue, D.1    Botte, J.2    de Baets, B.3    Accoe, F.4    Nestler, A.5    Taylor, P.6    Van Cleemput, O.7    Berglund, M.8    Boeckx, P.9
  • 64
    • 80054862361 scopus 로고    scopus 로고
    • Use of a Bayesian isotope mixing model to estimate proportional contributions of multiple nitrate sources in surface water
    • Xue D., de Baets B., Van Cleemput O., Hennessy C., Berglund M., Boeckx P. Use of a Bayesian isotope mixing model to estimate proportional contributions of multiple nitrate sources in surface water. Environ. Pollut. 2012, 161:43-49.
    • (2012) Environ. Pollut. , vol.161 , pp. 43-49
    • Xue, D.1    de Baets, B.2    Van Cleemput, O.3    Hennessy, C.4    Berglund, M.5    Boeckx, P.6


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