메뉴 건너뛰기




Volumn 458-459, Issue , 2012, Pages 16-27

Modeling simultaneous exceedance of drinking-water standards of arsenic and nitrate in the Southern Ogallala aquifer using multinomial logistic regression

Author keywords

Arsenic; Land use; Logistic regression; Nitrate; Ogallala aquifer; Receiver operating characteristics

Indexed keywords

ADVERSE HEALTH EFFECTS; AGRICULTURAL ACTIVITIES; AGRICULTURAL AREAS; ANTHROPOGENIC ACTIVITY; AQUIFER PROPERTIES; ELEVATED LEVEL; LOGISTIC REGRESSION MODELS; LOGISTIC REGRESSIONS; MARGINAL PROBABILITY; MULTINOMIAL LOGISTIC REGRESSION; MULTINOMIAL MODEL; OPERATING CHARACTERISTICS; PREDICTIVE CAPACITY; RECEIVER OPERATING CHARACTERISTICS; SHALLOW SUBSURFACE; SPATIAL TRENDS;

EID: 84864299587     PISSN: 00221694     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jhydrol.2012.06.028     Document Type: Article
Times cited : (17)

References (81)
  • 3
    • 84857239570 scopus 로고    scopus 로고
    • Arsenic contamination in groundwater of Bangladesh: perspectives on geochemical. Microbial and anthropogenic issues
    • Anawar H.M., Akai J., Mihaljevic M., Sikder A.M., Ahmed G., Tareq S.M., Rehman M.M. Arsenic contamination in groundwater of Bangladesh: perspectives on geochemical. Microbial and anthropogenic issues. Water 2011, 3(4):1050-1176.
    • (2011) Water , vol.3 , Issue.4 , pp. 1050-1176
    • Anawar, H.M.1    Akai, J.2    Mihaljevic, M.3    Sikder, A.M.4    Ahmed, G.5    Tareq, S.M.6    Rehman, M.M.7
  • 6
    • 0041383916 scopus 로고    scopus 로고
    • Arsenic - a review. Part I: Occurrence, toxicity, speciation, mobility
    • Bissen M., Frimmel F.H. Arsenic - a review. Part I: Occurrence, toxicity, speciation, mobility. Acta Hydrochim. Hydrobiol. 2003, 31:9-18.
    • (2003) Acta Hydrochim. Hydrobiol. , vol.31 , pp. 9-18
    • Bissen, M.1    Frimmel, F.H.2
  • 9
    • 79952440239 scopus 로고    scopus 로고
    • Occurrence and treatment of arsenic in groundwater and soil in northern Mexico and southwestern USA
    • Camacho L.M., Gutierrez M., Alarcon-Herrera M.T., De Lourdes Villalba M., Deng S. Occurrence and treatment of arsenic in groundwater and soil in northern Mexico and southwestern USA. Chemosphere 2011, 83:211-225.
    • (2011) Chemosphere , vol.83 , pp. 211-225
    • Camacho, L.M.1    Gutierrez, M.2    Alarcon-Herrera, M.T.3    De Lourdes Villalba, M.4    Deng, S.5
  • 12
    • 0026207214 scopus 로고
    • Phosphate fertilizers influence leaching of lead and arsenic in a soil contaminated with lead arsenate
    • Davenport J.R., Peryea F.J. Phosphate fertilizers influence leaching of lead and arsenic in a soil contaminated with lead arsenate. Water Air Soil Pollut. 1991, 57-58:101-110.
    • (1991) Water Air Soil Pollut. , pp. 101-110
    • Davenport, J.R.1    Peryea, F.J.2
  • 13
    • 0026380316 scopus 로고
    • Speciation and adsorption of arsenic on diagenetic iron oxyhydroxides
    • De Vitre R., Belzile N., Tessier A. Speciation and adsorption of arsenic on diagenetic iron oxyhydroxides. Limon. Oceanogr. 1991, 36(7):1480-1485.
    • (1991) Limon. Oceanogr. , vol.36 , Issue.7 , pp. 1480-1485
    • De Vitre, R.1    Belzile, N.2    Tessier, A.3
  • 15
    • 84980305294 scopus 로고
    • Relation of ground-water quality to land use on Long Island, New York
    • Eckhardt D.A.V., Stackelberg P.E. Relation of ground-water quality to land use on Long Island, New York. Ground Water 1995, 33:1019-1033.
    • (1995) Ground Water , vol.33 , pp. 1019-1033
    • Eckhardt, D.A.V.1    Stackelberg, P.E.2
  • 16
    • 0037602220 scopus 로고    scopus 로고
    • Natural contamination with arsenic and other trace elements in ground waters of Argentine Pampean Plain
    • Farias S.S., Casa V.A., Vazquez C., Ferpozzi L., Pucci G., Cohen I.M. Natural contamination with arsenic and other trace elements in ground waters of Argentine Pampean Plain. Sci. Total Environ. 2003, 309:187-199.
    • (2003) Sci. Total Environ. , vol.309 , pp. 187-199
    • Farias, S.S.1    Casa, V.A.2    Vazquez, C.3    Ferpozzi, L.4    Pucci, G.5    Cohen, I.M.6
  • 17
    • 33646023117 scopus 로고    scopus 로고
    • An introduction to ROC analysis
    • Fawcett T. An introduction to ROC analysis. Pattern Recogn. Lett. 2006, 27:861-874.
    • (2006) Pattern Recogn. Lett. , vol.27 , pp. 861-874
    • Fawcett, T.1
  • 18
    • 0004097973 scopus 로고    scopus 로고
    • A Retrospective Analysis on the Occurrence of Arsenic in Ground-Water Resources of the United States and Limitations in Drinking-Water-Supply Characterizations
    • Water-Resources Investigations Report 99-4279, United States Geologic Survey.
    • Focazio, M.J., Welch, A.H., Watkins, S.A., Helsel, D.R., Horn, M.A., 2000. A Retrospective Analysis on the Occurrence of Arsenic in Ground-Water Resources of the United States and Limitations in Drinking-Water-Supply Characterizations. Water-Resources Investigations Report 99-4279, United States Geologic Survey.
    • (2000)
    • Focazio, M.J.1    Welch, A.H.2    Watkins, S.A.3    Helsel, D.R.4    Horn, M.A.5
  • 19
    • 84864291274 scopus 로고    scopus 로고
    • Occurrence, health effects and remediation of arsenic in groundwaters of Latin America. In: Bundschuh, J., Armienta, M.A., Birkle, P., Bhattacharya, P., Matschullat, J., Mukherjee, A.B. (Eds.), Natural Arsenic in Groundwaters of Latin America. Taylor and Francis.
    • Garcia, M.E., Cumbal, L.M., 2008. Occurrence, health effects and remediation of arsenic in groundwaters of Latin America. In: Bundschuh, J., Armienta, M.A., Birkle, P., Bhattacharya, P., Matschullat, J., Mukherjee, A.B. (Eds.), Natural Arsenic in Groundwaters of Latin America. Taylor and Francis.
    • (2008)
    • Garcia, M.E.1    Cumbal, L.M.2
  • 20
    • 33747666821 scopus 로고    scopus 로고
    • Naturally occurring arsenic in groundwater and identification of the geochemical sources in the Duero Cenozoic Basin, Spain
    • Gomez J.J., Lillo J., Sahun B. Naturally occurring arsenic in groundwater and identification of the geochemical sources in the Duero Cenozoic Basin, Spain. Environ. Geol. 2006, 50:1151-1170.
    • (2006) Environ. Geol. , vol.50 , pp. 1151-1170
    • Gomez, J.J.1    Lillo, J.2    Sahun, B.3
  • 21
    • 84864291275 scopus 로고    scopus 로고
    • Vulnerability of Recently Recharged Groundwater in the High Plains Aquifer to Nitrate Contamination: USGS Scientific Investigations Report 2006-5050
    • Gurdak, J.J., Qi, S.L., 2006. Vulnerability of Recently Recharged Groundwater in the High Plains Aquifer to Nitrate Contamination: USGS Scientific Investigations Report 2006-5050, p. 39.
    • (2006) , pp. 39
    • Gurdak, J.J.1    Qi, S.L.2
  • 22
    • 78649688552 scopus 로고    scopus 로고
    • Review: recharge rates and chemistry beneath playas of the High Plains aquifer, USA
    • Gurdak J.J., Roe C.D. Review: recharge rates and chemistry beneath playas of the High Plains aquifer, USA. Hydrogeol. 2010, 18:1747-1772.
    • (2010) Hydrogeol. , vol.18 , pp. 1747-1772
    • Gurdak, J.J.1    Roe, C.D.2
  • 23
    • 0020083498 scopus 로고
    • The meaning and use of the area under a receiver operating curve (ROC) characteristic
    • Hanley J.A., McNeil B.J. The meaning and use of the area under a receiver operating curve (ROC) characteristic. Radiology 1982, 143(1):29-36.
    • (1982) Radiology , vol.143 , Issue.1 , pp. 29-36
    • Hanley, J.A.1    McNeil, B.J.2
  • 24
    • 84864291272 scopus 로고    scopus 로고
    • Agricultural impacts on groundwater nitrate
    • In: Southwest Hydrology. The University of Arizona, Tucson, AZ, 22-23 and 35.
    • Harter, T., 2009. Agricultural impacts on groundwater nitrate. In: Southwest Hydrology. The University of Arizona, Tucson, AZ, 22-23 and 35.
    • (2009)
    • Harter, T.1
  • 26
    • 0003514430 scopus 로고
    • Study and Interpretation of the Chemical Characteristics of Natural Waters
    • United States Geologic Survey - Supply Paper 2254, USGS, Alexandria, VA.
    • Hem, J.D., 1985. Study and Interpretation of the Chemical Characteristics of Natural Waters. United States Geologic Survey - Supply Paper 2254, USGS, Alexandria, VA.
    • (1985)
    • Hem, J.D.1
  • 28
    • 0003705202 scopus 로고    scopus 로고
    • Arsenic in groundwater of the Willamette basin, Oregon.
    • Water-Resources Investigations Report 98-4205, Portland, OR.
    • Hinkle, S.R., Polette, D.J., 1999. Arsenic in groundwater of the Willamette basin, Oregon. Water-Resources Investigations Report 98-4205, Portland, OR.
    • (1999)
    • Hinkle, S.R.1    Polette, D.J.2
  • 30
    • 0034042719 scopus 로고    scopus 로고
    • Distribution and sources of arsenic in the southern high Plains Aquifer, Texas, USA
    • Hudak P.F. Distribution and sources of arsenic in the southern high Plains Aquifer, Texas, USA. J. Environ. Sci. Health 2000, A35:899-913.
    • (2000) J. Environ. Sci. Health , vol.A35 , pp. 899-913
    • Hudak, P.F.1
  • 31
    • 33646478414 scopus 로고    scopus 로고
    • Spatial and temporal patterns of arsenic concentration in the High Plains Aquifer of Texas, USA
    • Hudak P.F. Spatial and temporal patterns of arsenic concentration in the High Plains Aquifer of Texas, USA. Int. J. Environ. Stud. 2006, 63:201-209.
    • (2006) Int. J. Environ. Stud. , vol.63 , pp. 201-209
    • Hudak, P.F.1
  • 32
    • 84987526906 scopus 로고
    • Volcanic ash beds: recorders of upper cenozoic silicic pyroclastic volcanism in the western United States
    • Izett G.A. Volcanic ash beds: recorders of upper cenozoic silicic pyroclastic volcanism in the western United States. Geophys. Res. 1981, 86:200-210.
    • (1981) Geophys. Res. , vol.86 , pp. 200-210
    • Izett, G.A.1
  • 34
    • 84864308174 scopus 로고    scopus 로고
    • Vulnerability of Shallow Aquifers of the Conterminous United States to Nitrate: Assessment of Methodologies
    • M.S. Thesis, Utah State University.
    • Kumarasamy, K., 2007. Vulnerability of Shallow Aquifers of the Conterminous United States to Nitrate: Assessment of Methodologies. M.S. Thesis, Utah State University.
    • (2007)
    • Kumarasamy, K.1
  • 35
    • 26044460461 scopus 로고    scopus 로고
    • The use of receiver operating characteristics curves in biomedical informatics
    • Lasko T.A., Bhagwat J.G., Zou K.H., Ohno-Machado L. The use of receiver operating characteristics curves in biomedical informatics. J. Biomed. Inform. 2005, 38:404-415.
    • (2005) J. Biomed. Inform. , vol.38 , pp. 404-415
    • Lasko, T.A.1    Bhagwat, J.G.2    Zou, K.H.3    Ohno-Machado, L.4
  • 36
    • 21644439704 scopus 로고    scopus 로고
    • Nitrate contamination in private wells in rural Alabama, United States
    • Liu A., Ming J., Ankumah R.O. Nitrate contamination in private wells in rural Alabama, United States. Sci. Total Environ. 2005, 346:112-120.
    • (2005) Sci. Total Environ. , vol.346 , pp. 112-120
    • Liu, A.1    Ming, J.2    Ankumah, R.O.3
  • 38
    • 0030442264 scopus 로고    scopus 로고
    • Modeling arsenate competitive adsorption on kaolinite, montmorillonite and illite
    • Manning B.A., Goldberg S. Modeling arsenate competitive adsorption on kaolinite, montmorillonite and illite. Clays Clay Miner. 1996, 44:609-623.
    • (1996) Clays Clay Miner. , vol.44 , pp. 609-623
    • Manning, B.A.1    Goldberg, S.2
  • 39
    • 41049112851 scopus 로고    scopus 로고
    • Deeper groundwater chemistry and geochemical modeling of the arsenic affected western Bengal basin, West Bengal, India
    • Mukherjee A., Fryar A.E. Deeper groundwater chemistry and geochemical modeling of the arsenic affected western Bengal basin, West Bengal, India. Appl. Geochem. 2008, 23:863-889.
    • (2008) Appl. Geochem. , vol.23 , pp. 863-889
    • Mukherjee, A.1    Fryar, A.E.2
  • 40
    • 36448972753 scopus 로고    scopus 로고
    • Regional hydrostratigraphy and groundwater flow modeling in the arsenic-affected areas of the western Bengal basin, West Bengal, India
    • Mukherjee A., Fryar A.E., Howell P.D. Regional hydrostratigraphy and groundwater flow modeling in the arsenic-affected areas of the western Bengal basin, West Bengal, India. J. Hydrogeol. 2007, 15(7):1397-1418.
    • (2007) J. Hydrogeol. , vol.15 , Issue.7 , pp. 1397-1418
    • Mukherjee, A.1    Fryar, A.E.2    Howell, P.D.3
  • 41
    • 48449105999 scopus 로고    scopus 로고
    • Hydrogeochemical comparison and effects of overlapping redox zones on groundwater arsenic near the Western (Bhagirathi sub-basin, India) and Eastern (Meghna sub-basin, Bangladesh) margins of the Bengal Basin
    • Mukherjee A., von Bromssen M., Scanlon B.R., Bhattacharya P., Fryar A.E., Hasan M.A., Ahmed K.M., Chatterjee D., Jacks G., Sracek O. Hydrogeochemical comparison and effects of overlapping redox zones on groundwater arsenic near the Western (Bhagirathi sub-basin, India) and Eastern (Meghna sub-basin, Bangladesh) margins of the Bengal Basin. J. Contam. Hydrol. 2008, 99:31-48.
    • (2008) J. Contam. Hydrol. , vol.99 , pp. 31-48
    • Mukherjee, A.1    von Bromssen, M.2    Scanlon, B.R.3    Bhattacharya, P.4    Fryar, A.E.5    Hasan, M.A.6    Ahmed, K.M.7    Chatterjee, D.8    Jacks, G.9    Sracek, O.10
  • 42
    • 70349184806 scopus 로고    scopus 로고
    • Chemical evolution in the high arsenic groundwater of the Huhhot basin (Inner Mongolia, PR China) and its difference from the western Bengal basin (India)
    • Mukherjee A., Bhattacharya P., Shi F., Fryar A.E., Mukherjee A.B., Xie Z.M., Jacks G., Bundschuh J. Chemical evolution in the high arsenic groundwater of the Huhhot basin (Inner Mongolia, PR China) and its difference from the western Bengal basin (India). Appl. Geochem. 2009, 24:1835-1851.
    • (2009) Appl. Geochem. , vol.24 , pp. 1835-1851
    • Mukherjee, A.1    Bhattacharya, P.2    Shi, F.3    Fryar, A.E.4    Mukherjee, A.B.5    Xie, Z.M.6    Jacks, G.7    Bundschuh, J.8
  • 43
    • 79952621394 scopus 로고    scopus 로고
    • Elevated arsenic in deeper groundwater of the western Bengal basin, India: extent and controls from regional to local scale
    • Mukherjee A., Fryar A.E., Scanlon B.R., Bhattacharya P., Bhattacharya A. Elevated arsenic in deeper groundwater of the western Bengal basin, India: extent and controls from regional to local scale. Appl. Geochem. 2011, 26:600-613.
    • (2011) Appl. Geochem. , vol.26 , pp. 600-613
    • Mukherjee, A.1    Fryar, A.E.2    Scanlon, B.R.3    Bhattacharya, P.4    Bhattacharya, A.5
  • 44
    • 42249106812 scopus 로고    scopus 로고
    • Hydrochemistry of arsenic-enriched aquifer from rural West Bengal, India: a study of the arsenic exposure and mitigation option
    • Nath B., Sahu S.J., Jana J., Mukherjee-Goswami A., Roy S., Sarkar M.J., Chatterjee D. Hydrochemistry of arsenic-enriched aquifer from rural West Bengal, India: a study of the arsenic exposure and mitigation option. Water Air Soil Pollut. 2007, 190:95-113.
    • (2007) Water Air Soil Pollut. , vol.190 , pp. 95-113
    • Nath, B.1    Sahu, S.J.2    Jana, J.3    Mukherjee-Goswami, A.4    Roy, S.5    Sarkar, M.J.6    Chatterjee, D.7
  • 45
    • 42149194251 scopus 로고    scopus 로고
    • Mobility of arsenic in West Bengal aquifers conducting low and high groundwater arsenic. Part I: Comparative hydrochemical and hydrogeological characteristics
    • Nath B., Stuben D., Basu Mallik S., Chatterjee D., Charlet L. Mobility of arsenic in West Bengal aquifers conducting low and high groundwater arsenic. Part I: Comparative hydrochemical and hydrogeological characteristics. Appl. Geochem. 2008, 23:977-995.
    • (2008) Appl. Geochem. , vol.23 , pp. 977-995
    • Nath, B.1    Stuben, D.2    Basu Mallik, S.3    Chatterjee, D.4    Charlet, L.5
  • 46
    • 0026614236 scopus 로고
    • Recharge into Southern High Plains aquifer - possible mechanisms, unresolved questions
    • Nativ R. Recharge into Southern High Plains aquifer - possible mechanisms, unresolved questions. Environ. Geol. 1992, 19:21-32.
    • (1992) Environ. Geol. , vol.19 , pp. 21-32
    • Nativ, R.1
  • 47
    • 0023501419 scopus 로고
    • Hydrogeology and geochemistry of the Ogallala aquifer
    • Nativ R., Smith D.A. Hydrogeology and geochemistry of the Ogallala aquifer. J. Hydrol. 1987, 91:217-253.
    • (1987) J. Hydrol. , vol.91 , pp. 217-253
    • Nativ, R.1    Smith, D.A.2
  • 48
    • 0642313875 scopus 로고    scopus 로고
    • A global health problem caused by arsenic from natural sources
    • Ng.J.C., Wang J., Shraim A. A global health problem caused by arsenic from natural sources. Chemosphere 2003, 52:1353-1359.
    • (2003) Chemosphere , vol.52 , pp. 1353-1359
    • Ng, J.C.1    Wang, J.2    Shraim, A.3
  • 49
    • 0035098308 scopus 로고    scopus 로고
    • Relation nitrogen sources and aquifer susceptibility to nitrate in shallow ground waters of the United States
    • Nolan B.T. Relation nitrogen sources and aquifer susceptibility to nitrate in shallow ground waters of the United States. Ground Water 2001, 39:290-299.
    • (2001) Ground Water , vol.39 , pp. 290-299
    • Nolan, B.T.1
  • 52
    • 0028669896 scopus 로고
    • Vertical distribution of lead and arsenic in soils contaminated with lead arsenate pesticide residues
    • Peryea F.J., Creger T.L. Vertical distribution of lead and arsenic in soils contaminated with lead arsenate pesticide residues. Water Air Soil Pollut. 1994, 78:297-306.
    • (1994) Water Air Soil Pollut. , vol.78 , pp. 297-306
    • Peryea, F.J.1    Creger, T.L.2
  • 53
    • 0030617285 scopus 로고    scopus 로고
    • Phosphate-enhanced movement of arsenic out of lead arsenate-contaminated topsoil and through uncontaminated subsoil
    • Peryea F.J., Kammereck R. Phosphate-enhanced movement of arsenic out of lead arsenate-contaminated topsoil and through uncontaminated subsoil. Water Air Soil Pollut. 1997, 93:243-254.
    • (1997) Water Air Soil Pollut. , vol.93 , pp. 243-254
    • Peryea, F.J.1    Kammereck, R.2
  • 54
    • 0036558417 scopus 로고    scopus 로고
    • Transport and fate of nitrate in a glacial outwash aquifer in relation to ground-water age, land use practices and redox processes
    • Puckett L.J., Cowdery T.K. Transport and fate of nitrate in a glacial outwash aquifer in relation to ground-water age, land use practices and redox processes. J. Environ. Qual. 2002, 31(3):782-796.
    • (2002) J. Environ. Qual. , vol.31 , Issue.3 , pp. 782-796
    • Puckett, L.J.1    Cowdery, T.K.2
  • 56
    • 35348902088 scopus 로고    scopus 로고
    • Unsaturated zone arsenic distribution and implications for groundwater contamination
    • Reedy R.C., Scanlon B.R., Nicot J.P., Tachovsky J.A. Unsaturated zone arsenic distribution and implications for groundwater contamination. Environ. Sci. Technol. 2007, 41:6914-6919.
    • (2007) Environ. Sci. Technol. , vol.41 , pp. 6914-6919
    • Reedy, R.C.1    Scanlon, B.R.2    Nicot, J.P.3    Tachovsky, J.A.4
  • 57
    • 54349103733 scopus 로고    scopus 로고
    • Impacts of land use change on nitrogen cycling achieved in semiarid unsaturated zone nitrate profiles, southern high plains, Texas
    • Scanlon B.R., Reedy R.C., Bronson K.F. Impacts of land use change on nitrogen cycling achieved in semiarid unsaturated zone nitrate profiles, southern high plains, Texas. Environ. Sci. Technol. 2008, 42:7566-7572.
    • (2008) Environ. Sci. Technol. , vol.42 , pp. 7566-7572
    • Scanlon, B.R.1    Reedy, R.C.2    Bronson, K.F.3
  • 58
    • 70449084701 scopus 로고    scopus 로고
    • Elevated naturally occurring arsenic in a semiarid oxidizing system, Southern High Plains aquifer, Texas, USA
    • Scanlon B.R., Nicot J.P., Reedy R.C., Kurtzman D., Mukherjee A., Nordstrom D.K. Elevated naturally occurring arsenic in a semiarid oxidizing system, Southern High Plains aquifer, Texas, USA. Appl. Geochem. 2009, 24:2061-2071.
    • (2009) Appl. Geochem. , vol.24 , pp. 2061-2071
    • Scanlon, B.R.1    Nicot, J.P.2    Reedy, R.C.3    Kurtzman, D.4    Mukherjee, A.5    Nordstrom, D.K.6
  • 60
    • 0036219601 scopus 로고    scopus 로고
    • A review of the source, behaviour and distribution of arsenic in natural waters
    • Smedley P.L., Kinniburgh D.G. A review of the source, behaviour and distribution of arsenic in natural waters. Appl. Geochem. 2002, 17:517-568.
    • (2002) Appl. Geochem. , vol.17 , pp. 517-568
    • Smedley, P.L.1    Kinniburgh, D.G.2
  • 61
    • 0036179014 scopus 로고    scopus 로고
    • Hydrogeochemistry of arsenic and other inorganic constituents in groundwaters from La Pampa, Argentina
    • Smedley P.L., Nicolli H.B., Macdonald D.M.J., Barros A.J., Tullio J.O. Hydrogeochemistry of arsenic and other inorganic constituents in groundwaters from La Pampa, Argentina. Appl. Geochem. 2002, 17:259-284.
    • (2002) Appl. Geochem. , vol.17 , pp. 259-284
    • Smedley, P.L.1    Nicolli, H.B.2    Macdonald, D.M.J.3    Barros, A.J.4    Tullio, J.O.5
  • 62
  • 63
    • 84864300132 scopus 로고    scopus 로고
    • Soil Survey Staff, Natural Resources Conservation Service. United States Department of Agriculture, Soil Survey Geographic (SSURGO) Database for Texas. (accessed 11.03.11).
    • Soil Survey Staff, Natural Resources Conservation Service. United States Department of Agriculture, Soil Survey Geographic (SSURGO) Database for Texas. (accessed 11.03.11). http://soildatamart.nrcs.usda.gov.
  • 64
    • 0037619434 scopus 로고    scopus 로고
    • Geochemical processes controlling transport of arsenic in groundwater: a review of adsorption
    • Springer, US, A.H. Welch, K.G. Stollenwerk (Eds.)
    • Stollenwerk K.G. Geochemical processes controlling transport of arsenic in groundwater: a review of adsorption. Arsenic in Groundwater: Geochemistry and Occurrence 2003, 67-100. Springer, US. A.H. Welch, K.G. Stollenwerk (Eds.).
    • (2003) Arsenic in Groundwater: Geochemistry and Occurrence , pp. 67-100
    • Stollenwerk, K.G.1
  • 65
    • 0031281927 scopus 로고    scopus 로고
    • Predicting the probability of elevated nitrate concentrations in the Puget Sound basin: implications for aquifer susceptibility and vulnerability
    • Tesoriero A.J., Voss F.D. Predicting the probability of elevated nitrate concentrations in the Puget Sound basin: implications for aquifer susceptibility and vulnerability. Ground Water 1997, 35:1029-1039.
    • (1997) Ground Water , vol.35 , pp. 1029-1039
    • Tesoriero, A.J.1    Voss, F.D.2
  • 66
    • 0005741270 scopus 로고    scopus 로고
    • Assessing ground-water vulnerability using logistic regression
    • In: Proceedings for the Source Water Assessment and Protection 98 Conference, Dallas, TX
    • Tesoriero, A.J., Inkpen, E.L., Voss, F.D., 1998. Assessing ground-water vulnerability using logistic regression. In: Proceedings for the Source Water Assessment and Protection 98 Conference, Dallas, TX, pp. 157-165.
    • (1998) , pp. 157-165
    • Tesoriero, A.J.1    Inkpen, E.L.2    Voss, F.D.3
  • 67
    • 84864300133 scopus 로고    scopus 로고
    • The Mathworks, Inc., MATLAB version 7.8.0. Natick, Massachusetts.
    • The Mathworks, Inc., 2009. MATLAB version 7.8.0. Natick, Massachusetts.
    • (2009)
  • 68
    • 0017622358 scopus 로고
    • Effects and dose-response relationships of skin cancer and blackfoot disease with arsenic
    • Tseng W.-P. Effects and dose-response relationships of skin cancer and blackfoot disease with arsenic. Environ. Health Perspect. 1977, 19:109-119.
    • (1977) Environ. Health Perspect. , vol.19 , pp. 109-119
    • Tseng, W.-P.1
  • 69
    • 15944395135 scopus 로고    scopus 로고
    • Aquifer vulnerability assessment to heavy metals using ordinal logistic regression
    • Twarakavi N.K.C., Kaluarachchi J.J. Aquifer vulnerability assessment to heavy metals using ordinal logistic regression. Ground Water 2005, 43:200-214.
    • (2005) Ground Water , vol.43 , pp. 200-214
    • Twarakavi, N.K.C.1    Kaluarachchi, J.J.2
  • 70
    • 84864308171 scopus 로고    scopus 로고
    • Texas Water Development Board, TWDB Groundwater Database. (accessed 10.03.11).
    • Texas Water Development Board, 2010. TWDB Groundwater Database. (accessed 10.03.11). http://www.twdb.state.tx.us/publications/reports/GroundWaterReports.
    • (2010)
  • 72
    • 84864300130 scopus 로고    scopus 로고
    • United States Environmental Protection Agency
    • (accessed 20.03.11).
    • United States Environmental Protection Agency, 2011. Arsenic in Drinking Water. (accessed 20.03.11). http://water.epa.gov/lawsregs/rulesregs/sdwa/arsenic/index.cfm.
    • (2011) Arsenic in Drinking Water.
  • 73
    • 84864300131 scopus 로고    scopus 로고
    • United States Environmental Protection Agency
    • (accessed 22.03.11).
    • United States Environmental Protection Agency, 2011. Basic Information about Nitrate in Drinking Water. (accessed 22.03.11). http://water.epa.gov/drink/contaminants/basicinformation/nitrate.cfm.
    • (2011) Basic Information about Nitrate in Drinking Water.
  • 74
    • 84864308172 scopus 로고    scopus 로고
    • Occurrence, Distribution, and Speciation of Arsenic in the Southern High Plains Aquifer System. Ph.D. Dissertation, Texas Tech University, Lubbock.
    • Venkataraman, K., 2010. Occurrence, Distribution, and Speciation of Arsenic in the Southern High Plains Aquifer System. Ph.D. Dissertation, Texas Tech University, Lubbock.
    • (2010)
    • Venkataraman, K.1
  • 75
    • 0034237826 scopus 로고    scopus 로고
    • Arsenic in ground water of the united states: occurrence and geochemistry
    • Welch A.H., Westjohn D.B., Helsel D.R., Wanty R.B. Arsenic in ground water of the united states: occurrence and geochemistry. Ground Water 2000, 38:589-604.
    • (2000) Ground Water , vol.38 , pp. 589-604
    • Welch, A.H.1    Westjohn, D.B.2    Helsel, D.R.3    Wanty, R.B.4
  • 76
    • 54449085191 scopus 로고    scopus 로고
    • Predicting groundwater arsenic contamination in Southeast Asia from surface parameters
    • Winkel L., Berg M., Amini M., Hug S.J., Johnson C.A. Predicting groundwater arsenic contamination in Southeast Asia from surface parameters. Nat. Geosci. 2008, 1:536-542.
    • (2008) Nat. Geosci. , vol.1 , pp. 536-542
    • Winkel, L.1    Berg, M.2    Amini, M.3    Hug, S.J.4    Johnson, C.A.5
  • 77
    • 0003514452 scopus 로고    scopus 로고
    • World Health Organization
    • Guidelines for Drinking Water Quality, World Health Organization, Geneva
    • World Health Organization, 1999. Guidelines for Drinking Water Quality, vol. 1. World Health Organization, Geneva, pp. 52-53.
    • (1999) , vol.1 , pp. 52-53
  • 78
    • 2542605325 scopus 로고    scopus 로고
    • Aquifer vulnerability to pesticide pollution-combining soil, land-use and aquifer properties with molecular descriptors
    • Worrall F., Koplin D.W. Aquifer vulnerability to pesticide pollution-combining soil, land-use and aquifer properties with molecular descriptors. J. Hydrol. 2004, 293:191-204.
    • (2004) J. Hydrol. , vol.293 , pp. 191-204
    • Worrall, F.1    Koplin, D.W.2
  • 79
    • 84862777640 scopus 로고    scopus 로고
    • Influence of irrigation practices on arsenic mobilization: evidence from isotope composition and Cl/Br ratios in groundwater from Datong Basin, northern China
    • Xie X., Wang Y., Su C., Li J., Li M. Influence of irrigation practices on arsenic mobilization: evidence from isotope composition and Cl/Br ratios in groundwater from Datong Basin, northern China. J. Hydrol. 2012, 424-425:37-47.
    • (2012) J. Hydrol. , pp. 37-47
    • Xie, X.1    Wang, Y.2    Su, C.3    Li, J.4    Li, M.5
  • 80
    • 46349104487 scopus 로고    scopus 로고
    • Reaction and transport of arsenic in soils: equilibrium and kinetic modeling
    • Zhang H., Selim H.M. Reaction and transport of arsenic in soils: equilibrium and kinetic modeling. Adv. Agron. 2008, 45-115.
    • (2008) Adv. Agron. , pp. 45-115
    • Zhang, H.1    Selim, H.M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.