메뉴 건너뛰기




Volumn 186, Issue 12, 2014, Pages 8741-8763

Groundwater vulnerability assessment using DRASTIC and Pesticide DRASTIC models in intense agriculture area of the Gangetic plains, India

Author keywords

Aquifers; DRASTIC; Gangetic plains; Groundwater pollution; India; Vulnerability mapping

Indexed keywords

AQUIFERS; CULTIVATION; GROUNDWATER RESOURCES; HYDRAULIC CONDUCTIVITY; HYDROGEOLOGY; LAND USE; LANDFORMS; PESTICIDES; WATER LEVELS;

EID: 84928611139     PISSN: 01676369     EISSN: 15732959     Source Type: Journal    
DOI: 10.1007/s10661-014-4041-x     Document Type: Article
Times cited : (111)

References (53)
  • 1
    • 67649408976 scopus 로고    scopus 로고
    • Using generic and Pesticide DRASTIC GIS-based models for vulnerability assessment of the Quaternary aquifer at Sohag, Egypt
    • COI: 1:CAS:528:DC%2BD1MXnsVehtLk%3D
    • Ahmed, A. A. (2009). Using generic and Pesticide DRASTIC GIS-based models for vulnerability assessment of the Quaternary aquifer at Sohag, Egypt. Hydrogeology Journal, 17, 1203–1217.
    • (2009) Hydrogeology Journal , vol.17 , pp. 1203-1217
    • Ahmed, A.A.1
  • 2
    • 84896695147 scopus 로고    scopus 로고
    • A new model (DRASTIC-LU) for evaluating groundwater vulnerability in parts of central Ganga Plain, India
    • COI: 1:CAS:528:DC%2BC2cXktVSmsL0%3D
    • Alam, F., Umar, R., Ahmed, S., & Dar, F. A. (2014). A new model (DRASTIC-LU) for evaluating groundwater vulnerability in parts of central Ganga Plain, India. Arabian Journal of Geoscience, 7, 927–937.
    • (2014) Arabian Journal of Geoscience , vol.7 , pp. 927-937
    • Alam, F.1    Umar, R.2    Ahmed, S.3    Dar, F.A.4
  • 3
    • 0004082015 scopus 로고
    • DRASTIC: a standardized system for evaluating groundwater pollution potential using hydrogeologic settings
    • Aller, L., Bennett, T., Lehr, J.H., & Petty, R.J. (1987) DRASTIC: a standardized system for evaluating groundwater pollution potential using hydrogeologic settings. U.S.-EPA/600/2-85/018.
    • (1987) U.S.-EPA/600/2-85/018
    • Aller, L.1    Bennett, T.2    Lehr, J.H.3    Petty, R.J.4
  • 4
    • 47249134561 scopus 로고    scopus 로고
    • Assessment of intrinsic vulnerability to contamination for Gaza coastal aquifer, Palestine
    • Almsari, M. N. (2008). Assessment of intrinsic vulnerability to contamination for Gaza coastal aquifer, Palestine. Journal Environmental Management, 88, 577–593.
    • (2008) Journal Environmental Management , vol.88 , pp. 577-593
    • Almsari, M.N.1
  • 5
    • 84876436724 scopus 로고    scopus 로고
    • GIS-based DRASTIC, Pesticide DRASTIC and Susceptibility Index (SI): comparative study for evaluation of pollution potential in the Nabeul-Hammamet shallow aquifer Tunisia
    • COI: 1:CAS:528:DC%2BC3sXmt1Krtbk%3D
    • 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. Hydrogeology Journal, 21, 715–731.
    • (2013) Hydrogeology Journal , vol.21 , pp. 715-731
    • Anane, M.1    Abidi, B.2    Lachaal, F.3    Limam, A.4    Jellali, S.5
  • 6
    • 20344386240 scopus 로고    scopus 로고
    • A GIS based DRASTIC model for assessing aquifer vulnerability in Kakamigahara Heights Gifu Prefecture, Central Japan
    • COI: 1:CAS:528:DC%2BD2MXks1Klur8%3D
    • Babiker, I. S., Mohamed, M. A. A., Hiyama, T., & Kato, K. (2005). A GIS based DRASTIC model for assessing aquifer vulnerability in Kakamigahara Heights Gifu Prefecture, Central Japan. Science of the Total Environment, 345, 127–140.
    • (2005) Science of the Total Environment , vol.345 , pp. 127-140
    • Babiker, I.S.1    Mohamed, M.A.A.2    Hiyama, T.3    Kato, K.4
  • 7
    • 84865398696 scopus 로고    scopus 로고
    • Application of DRASTIC and extension theory in the groundwater vulnerability evaluation
    • Bai, L., Wang, Y., & Meng, F. (2012). Application of DRASTIC and extension theory in the groundwater vulnerability evaluation. Water Environment Journal, 26, 381–391.
    • (2012) Water Environment Journal , vol.26 , pp. 381-391
    • Bai, L.1    Wang, Y.2    Meng, F.3
  • 8
    • 84939917335 scopus 로고    scopus 로고
    • Specification for drinking water, ISI: 10500
    • Second Revision, New Delhi:
    • BIS (2012) Specification for drinking water, ISI: 10500, Bureau of Indian Standards, Second Revision, New Delhi
    • (2012) Bureau of Indian Standards
  • 9
    • 84929943887 scopus 로고    scopus 로고
    • Dynamic groundwater resources of India
    • Ministry of Water Resources, Government of India:
    • CGWB (2011) Dynamic groundwater resources of India, Central Ground Water Board, Ministry of Water Resources, Government of India
    • (2011) Central Ground Water Board
  • 10
    • 1342287286 scopus 로고    scopus 로고
    • Hydrogeochemistry of alluvial groundwaters in an agricultural area: an implication for groundwater contamination susceptibility
    • COI: 1:CAS:528:DC%2BD2cXhsFWgurY%3D
    • Chae, G., Kim, K., Yun, S., Kim, K., Kim, S., Choi, B., Kim, H., & Rhee, C. W. (2004). Hydrogeochemistry of alluvial groundwaters in an agricultural area: an implication for groundwater contamination susceptibility. Chemosphere, 55, 369–378.
    • (2004) Chemosphere , vol.55 , pp. 369-378
    • Chae, G.1    Kim, K.2    Yun, S.3    Kim, K.4    Kim, S.5    Choi, B.6    Kim, H.7    Rhee, C.W.8
  • 13
    • 84977822238 scopus 로고
    • Fundamental concepts in aquifer vulnerability, pollution risk and protection strategy. In W. Van Duijevenboden& H. G.VanWaegeningh (Eds.), Vulnerability of soil and groundwater to pollutants (pp. 69–86). Proceedings and information of the TNO Committee on Hydrogeological Research: Vol. 38
    • Foster, S. S. D. (1987) Fundamental concepts in aquifer vulnerability, pollution risk and protection strategy. In W. Van Duijevenboden& H. G.VanWaegeningh (Eds.), Vulnerability of soil and groundwater to pollutants (pp. 69–86). Proceedings and information of the TNO Committee on Hydrogeological Research: Vol. 38. The Hague
    • (1987) The Hague
    • Foster, S.S.D.1
  • 14
    • 0018313891 scopus 로고
    • Prentice Hall, Inc, New Jersey:
    • Freeze, R. A., & Cherry, A. J. (1979). Groundwater (pp. 262–265). New Jersey: Prentice Hall, Inc.
    • (1979) Groundwater , pp. 262-265
    • Freeze, R.A.1    Cherry, A.J.2
  • 15
    • 80053237842 scopus 로고    scopus 로고
    • Synthetic detergents (surfactants) and organochlorine pesticide signatures in surface water and groundwater of Greater Kolkata, India:
    • Ghose, N.C., Saha, D., & Gupta, A. (2009) Synthetic detergents (surfactants) and organochlorine pesticide signatures in surface water and groundwater of Greater Kolkata, India, doi:10.4236/jwarp.2009.14036.
    • (2009) & Gupta, A
    • Ghose, N.C.1    Saha, D.2
  • 16
    • 84939917339 scopus 로고    scopus 로고
    • GSI 1998
    • GSI 1998
  • 17
  • 19
    • 84861355980 scopus 로고    scopus 로고
    • Approaches to groundwater vulnerability to pollution: a literature review
    • COI: 1:CAS:528:DC%2BC38Xlt1Khs7o%3D
    • Iqbal, J., Gorai, A. K., Tirkey, P. N., & Pathak, G. (2012). Approaches to groundwater vulnerability to pollution: a literature review. Asian Journal of Water Environment Pollution, 9, 105–115.
    • (2012) Asian Journal of Water Environment Pollution , vol.9 , pp. 105-115
    • Iqbal, J.1    Gorai, A.K.2    Tirkey, P.N.3    Pathak, G.4
  • 20
    • 79952433542 scopus 로고    scopus 로고
    • Modification of DRASTIC model to map groundwater vulnerability to pollution using nitrate measurements in agricultural areas
    • Javadi, S., Kavehkar, N., Mousavizadeh, M. H., & Mohammadi, K. (2011a). Modification of DRASTIC model to map groundwater vulnerability to pollution using nitrate measurements in agricultural areas. Journal of Agr Sci Tech, 13(2), 239–249.
    • (2011) Journal of Agr Sci Tech , vol.13 , Issue.2 , pp. 239-249
    • Javadi, S.1    Kavehkar, N.2    Mousavizadeh, M.H.3    Mohammadi, K.4
  • 21
    • 84858134343 scopus 로고    scopus 로고
    • Calibration DRASTIC using field measurements, sensitivity analysis and statistical method to assess groundwater vulnerability
    • Javadi, S., Kavehkar, N., Mohammadi, K., Khodadi, A., & Kahawita, K. (2011b). Calibration DRASTIC using field measurements, sensitivity analysis and statistical method to assess groundwater vulnerability. Water International, 36(6), 719–732.
    • (2011) Water International , vol.36 , Issue.6 , pp. 719-732
    • Javadi, S.1    Kavehkar, N.2    Mohammadi, K.3    Khodadi, A.4    Kahawita, K.5
  • 24
    • 0034841238 scopus 로고    scopus 로고
    • Predicting groundwater nitrate concentrations in a region of mixed agricultural land use: a comparison of three approaches
    • COI: 1:CAS:528:DC%2BD3MXmvVygs74%3D
    • McLay, C. D. A., Dragten, R., Sparling, G., & Selvarajah, N. (2001). Predicting groundwater nitrate concentrations in a region of mixed agricultural land use: a comparison of three approaches. Environmental Pollution, 115, 191–204.
    • (2001) Environmental Pollution , vol.115 , pp. 191-204
    • McLay, C.D.A.1    Dragten, R.2    Sparling, G.3    Selvarajah, N.4
  • 25
    • 78650694477 scopus 로고    scopus 로고
    • Status of ground water and policy issues for its sustainable development in India
    • Sharma BR, Villholth KG, Sharma KD, (eds), International Water Management Institute, Colombo:
    • Mehta, M. (2006). Status of ground water and policy issues for its sustainable development in India. In B. R. Sharma, K. G. Villholth, & K. D. Sharma (Eds.), Proceedings; ground water research and management, integrating science into management and decisions (pp. 62–74). Colombo: International Water Management Institute.
    • (2006) Proceedings; ground water research and management, integrating science into management and decisions , pp. 62-74
    • Mehta, M.1
  • 26
    • 0028164120 scopus 로고
    • GIS-based groundwater pollution hazard assessment: a critical review of the DRASTIC model
    • Merchant, J. W. (1994). GIS-based groundwater pollution hazard assessment: a critical review of the DRASTIC model. Photogramm Engineer and Remote Sensing, 60(9), 1117–1127.
    • (1994) Photogramm Engineer and Remote Sensing , vol.60 , Issue.9 , pp. 1117-1127
    • Merchant, J.W.1
  • 27
    • 36448972753 scopus 로고    scopus 로고
    • Regional hydrostratigraphy and ground water flow modeling in the arsenic affected areas of Western Bengal basin; West Bengal
    • Mukhejee, A., Fryer, A. E., & Howell, P. D. (2007). Regional hydrostratigraphy and ground water flow modeling in the arsenic affected areas of Western Bengal basin; West Bengal. Hydrogeology Journal. doi:10.1007/s10040-007-0208-7.
    • (2007) Hydrogeology Journal
    • Mukhejee, A.1    Fryer, A.E.2    Howell, P.D.3
  • 28
    • 27844604026 scopus 로고    scopus 로고
    • (1996) Single-parameters sensitivity analysis for aquifer vulnerability assessmet using DRASTIC and SINTACS. Proceedings of the Vienna conference on HydroGIS96: application of geographic information systems in hydrology and water resources management
    • Napolitano, P., & Fabbri, A.G. (1996) Single-parameters sensitivity analysis for aquifer vulnerability assessmet using DRASTIC and SINTACS. Proceedings of the Vienna conference on HydroGIS96: application of geographic information systems in hydrology and water resources management, IAHS Pub. No. 235, April 1996, p. 559–556.
    • (1996) IAHS Pub , vol.235 , pp. 556-559
    • Napolitano, P.1    Fabbri, A.G.2
  • 29
    • 84939917342 scopus 로고    scopus 로고
    • National Bureau of Soil Survey and Land UsePlanning. Govt of India, Eastern Region, Kolkata:
    • NBSSLUP. (2003). Soil map of Bihar. Kolkata: National Bureau of Soil Survey and Land UsePlanning. Govt of India, Eastern Region.
    • (2003) Soil map of Bihar
    • NBSSLUP1
  • 30
    • 84900615209 scopus 로고    scopus 로고
    • Estimating groundwater vulnerability to pollution using a modified DRASTIC model in the Kerman agricultural area, Iran
    • Neshat, A., Pradhan, B., Pirasteh, S., & Shafri, H. Z. M. (2013). Estimating groundwater vulnerability to pollution using a modified DRASTIC model in the Kerman agricultural area, Iran. Environmental Earth Science, 71, 3119–3131.
    • (2013) Environmental Earth Science , vol.71 , pp. 3119-3131
    • Neshat, A.1    Pradhan, B.2    Pirasteh, S.3    Shafri, H.Z.M.4
  • 32
    • 35848949330 scopus 로고    scopus 로고
    • A GIS based DRASTIC mode for assessing groundwater vulnerability in shallow aquifer in Aligarh, India
    • Rahman, A. (2008). A GIS based DRASTIC mode for assessing groundwater vulnerability in shallow aquifer in Aligarh, India. Applied Geography, 28, 32–53.
    • (2008) Applied Geography , vol.28 , pp. 32-53
    • Rahman, A.1
  • 33
    • 1642423901 scopus 로고    scopus 로고
    • Aquifer vulnerability mapping in the Turbio river valley, Mexico, a validation study
    • Ramos-Leal, J. A., & Rodrı’guez-Castillo, R. (2003). Aquifer vulnerability mapping in the Turbio river valley, Mexico, a validation study. Geofı’ Int, 42, 141–156.
    • (2003) Geofı’ Int , vol.42 , pp. 141-156
    • Ramos-Leal, J.A.1    Rodrı’guez-Castillo, R.2
  • 36
    • 34548026236 scopus 로고    scopus 로고
    • The aquifer system and evaluation of its hydraulic parameters in parts of South Ganga Plain, Bihar
    • Saha, D., Upadhyay, S., Dhar, Y. R., & Singh, R. (2007). The aquifer system and evaluation of its hydraulic parameters in parts of South Ganga Plain, Bihar. Journal of the Geological Society of India, 69, 1031–1041.
    • (2007) Journal of the Geological Society of India , vol.69 , pp. 1031-1041
    • Saha, D.1    Upadhyay, S.2    Dhar, Y.R.3    Singh, R.4
  • 37
    • 44649124867 scopus 로고    scopus 로고
    • Geochemical evolution of groundwater in the Pleistocene aquifers of South Ganga Plain Bihar
    • COI: 1:CAS:528:DC%2BD1cXltl2msrw%3D
    • Saha, D., Dhar, Y. R., & Sikdar, P. K. (2008). Geochemical evolution of groundwater in the Pleistocene aquifers of South Ganga Plain Bihar. Journal Geological Society of India, 71, 473–482.
    • (2008) Journal Geological Society of India , vol.71 , pp. 473-482
    • Saha, D.1    Dhar, Y.R.2    Sikdar, P.K.3
  • 38
    • 77952290408 scopus 로고    scopus 로고
    • Delineation of groundwater development potential zones in parts of marginal Ganga Alluvial Plain in South Bihar, Eastern India
    • Saha, D., Dhar, Y. R., & Vittala, S. S. (2010a). Delineation of groundwater development potential zones in parts of marginal Ganga Alluvial Plain in South Bihar, Eastern India. Environmental Monitoring and Assessment. doi:10.1007/s10661-009-0937-2.
    • (2010) Environmental Monitoring and Assessment
    • Saha, D.1    Dhar, Y.R.2    Vittala, S.S.3
  • 39
    • 79952455842 scopus 로고    scopus 로고
    • Arsenic safe alternate aquifers and their hydraulic characteristics in contaminated areas of Middle Ganga Plain, Eastern India
    • Saha, D., Sahu, S., & Chandra, P. C. (2010b). Arsenic safe alternate aquifers and their hydraulic characteristics in contaminated areas of Middle Ganga Plain, Eastern India. Environmental Monitoring and Assessment. doi:10.1007/s10661-010-1535-z.
    • (2010) Environmental Monitoring and Assessment
    • Saha, D.1    Sahu, S.2    Chandra, P.C.3
  • 40
    • 84895075536 scopus 로고    scopus 로고
    • Aquifer system response to intensive pumping in urban areas of the Gangetic plains, India: the case study of Patna
    • Saha, D., Dwivedi, S. N., & Singh, R. K. (2013). Aquifer system response to intensive pumping in urban areas of the Gangetic plains, India: the case study of Patna. Environmental Earth Science. doi:10.1007/s12665-013-2577-7.
    • (2013) Environmental Earth Science
    • Saha, D.1    Dwivedi, S.N.2    Singh, R.K.3
  • 41
    • 10644256314 scopus 로고    scopus 로고
    • Orgenochloride and organophosphorous pesticide residues in groundwater and surface water of Kanpur, U.P, India
    • Sankararamakrishnan, N., Sharma, A. K., & Sanghvi, R. (2005). Orgenochloride and organophosphorous pesticide residues in groundwater and surface water of Kanpur, U.P, India. Environment International. doi:10.1016/J.envint.2004.08.001.
    • (2005) Environment International
    • Sankararamakrishnan, N.1    Sharma, A.K.2    Sanghvi, R.3
  • 42
    • 53649085927 scopus 로고    scopus 로고
    • Contamination of nitrate and fluoride along the Ganges alluvial plain of Kanpur district, Uttar Pradesh, India
    • Sankararamakrishnan, N., Sharma, A. K., & Iyenger, L. (2007). Contamination of nitrate and fluoride along the Ganges alluvial plain of Kanpur district, Uttar Pradesh, India. Environ. Moni. Assess. doi:10.1007/s10661-007-0085-5.
    • (2007) Environ. Moni. Assess
    • Sankararamakrishnan, N.1    Sharma, A.K.2    Iyenger, L.3
  • 43
    • 84876433274 scopus 로고    scopus 로고
    • Assessment of groundwater vulnerability based on modified DRASTIC model, GIS and analytical hierarchy process (AHP) method; the case of Egiridir Lake Basin (Isparta, Turkey)
    • Senar, E., & Davraz, A. (2012). Assessment of groundwater vulnerability based on modified DRASTIC model, GIS and analytical hierarchy process (AHP) method; the case of Egiridir Lake Basin (Isparta, Turkey). Hydrogeology Journal, 21, 701–714.
    • (2012) Hydrogeology Journal , vol.21 , pp. 701-714
    • Senar, E.1    Davraz, A.2
  • 44
    • 84886405670 scopus 로고    scopus 로고
    • Groundwater vulnerability assessment in Melaka state of Malaysia using DRASTIC and GIS techniques
    • Shirazi, S. M., Imran, M. H., Akib, S., Yusop, Z., & Harun, Z. B. (2013). Groundwater vulnerability assessment in Melaka state of Malaysia using DRASTIC and GIS techniques. Environmental Earth Sciences, 70, 2293–2304. doi:10.1007/s12665-013-2360-9.
    • (2013) Environmental Earth Sciences , vol.70 , pp. 2293-2304
    • Shirazi, S.M.1    Imran, M.H.2    Akib, S.3    Yusop, Z.4    Harun, Z.B.5
  • 46
    • 31144448599 scopus 로고    scopus 로고
    • Evaluation of an intrinsic and a specific vulnerability assessment method in comparison with groundwater salinization and nitrate contamination levels in two agricultural regions in the south of Portugal
    • Stigtter, T. Y., Ribeiro, L., & Carvaiho Dill, A. M. M. (2006). Evaluation of an intrinsic and a specific vulnerability assessment method in comparison with groundwater salinization and nitrate contamination levels in two agricultural regions in the south of Portugal. Hydrogeology Journal, 14, 79–99.
    • (2006) Hydrogeology Journal , vol.14 , pp. 79-99
    • Stigtter, T.Y.1    Ribeiro, L.2    Carvaiho Dill, A.M.M.3
  • 47
    • 0005741270 scopus 로고    scopus 로고
    • Assessing ground water vulnerability using logistic regression. Proceedings for the Source Water Assessment and Protection 98 conference, Dallas
    • Tesoriero, A.J., Inkpen, E. L., & Voss, F. D. (1998) Assessing ground water vulnerability using logistic regression. Proceedings for the Source Water Assessment and Protection 98 conference, Dallas, TX p 157–165
    • (1998) TX , pp. 157-165
    • Tesoriero, A.J.1    Inkpen, E.L.2    Voss, F.D.3
  • 48
    • 0037376511 scopus 로고    scopus 로고
    • Use of geographic information systems for assessing groundwater pollution potential by pesticides in Central Thailand
    • COI: 1:CAS:528:DC%2BD3sXhsVyms7s%3D
    • Thapinta, A., & Hudak, P. (2003). Use of geographic information systems for assessing groundwater pollution potential by pesticides in Central Thailand. Environmental International, 29, 87–93.
    • (2003) Environmental International , vol.29 , pp. 87-93
    • Thapinta, A.1    Hudak, P.2
  • 49
    • 62749191198 scopus 로고    scopus 로고
    • Mapping groundwater vulnerable zones using modified DRASTIC approach of an alluvial aquifer in parts of Central Ganga Plain, Western Uttar Pradesh
    • COI: 1:CAS:528:DC%2BD1MXjtVOqsb4%3D
    • Umar, R., Ahmed, I., & Alam, F. (2009). Mapping groundwater vulnerable zones using modified DRASTIC approach of an alluvial aquifer in parts of Central Ganga Plain, Western Uttar Pradesh. Journal Geological Society of India, 73, 193–201.
    • (2009) Journal Geological Society of India , vol.73 , pp. 193-201
    • Umar, R.1    Ahmed, I.2    Alam, F.3
  • 50
    • 84867253043 scopus 로고    scopus 로고
    • Assessment of intrinsic vulnerability using the DRASTIC model and GIS in the Kiti aquifer, Cyprus
    • EW Publications
    • Voudouris, K., Kazakis, N., Polemio, M., & Kareklas, K. (2010). Assessment of intrinsic vulnerability using the DRASTIC model and GIS in the Kiti aquifer, Cyprus. European Water, 30, 13–24. EW Publications.
    • (2010) European Water , vol.30 , pp. 13-24
    • Voudouris, K.1    Kazakis, N.2    Polemio, M.3    Kareklas, K.4
  • 52
    • 0036840757 scopus 로고    scopus 로고
    • Groundwater vulnerability: interactions of chemical and site properties
    • COI: 1:CAS:528:DC%2BD38XosVSltb4%3D
    • Worrall, F., Besien, T., & Kolpin, D. D. (2002). Groundwater vulnerability: interactions of chemical and site properties. The Science of the Total Environment, 299, 131–143.
    • (2002) The Science of the Total Environment , vol.299 , pp. 131-143
    • Worrall, F.1    Besien, T.2    Kolpin, D.D.3
  • 53
    • 8144226252 scopus 로고    scopus 로고
    • Regional estimation of fresh groundwater vulnerability: methodological aspects and practical applications
    • Zektser, I. S., Karimova, O. A., Bujuoli, J., & Bucci, M. (2004). Regional estimation of fresh groundwater vulnerability: methodological aspects and practical applications. Water Resources, 31(6), 645–650.
    • (2004) Water Resources , vol.31 , Issue.6 , pp. 645-650
    • Zektser, I.S.1    Karimova, O.A.2    Bujuoli, J.3    Bucci, M.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.