메뉴 건너뛰기




Volumn 8, Issue 4, 2011, Pages 1084-1109

Applying factor analysis combined with kriging and information entropy theory for mapping and evaluating the stability of groundwater quality variation in Taiwan

Author keywords

Factor analysis; GIS; Groundwater; Information entropy theory; Kriging

Indexed keywords

AMMONIA; GROUND WATER;

EID: 79953845546     PISSN: None     EISSN: 16604601     Source Type: Journal    
DOI: 10.3390/ijerph8041084     Document Type: Article
Times cited : (93)

References (41)
  • 1
    • 29344468731 scopus 로고    scopus 로고
    • Hydrogeochemical evolution of groundwater in a Mediterranean coastal aquifer, Mersin-Erdemli basin (Turkey)
    • Demirel, Z.; Guler, C. Hydrogeochemical evolution of groundwater in a Mediterranean coastal aquifer, Mersin-Erdemli basin (Turkey). Environ. Geol. 2006, 49, 477-487.
    • (2006) Environ. Geol , vol.49 , pp. 477-487
    • Demirel, Z.1    Guler, C.2
  • 2
    • 0347135924 scopus 로고    scopus 로고
    • Hydrologic and geologic factors controlling surface and groundwater chemistry in Indian Wells-Owens Valley area, southeastern California, USA
    • Guler, C.; Thyne, G.D. Hydrologic and geologic factors controlling surface and groundwater chemistry in Indian Wells-Owens Valley area, southeastern California, USA. J. Hydrol. 2004, 285, 177-198.
    • (2004) J. Hydrol , vol.285 , pp. 177-198
    • Guler, C.1    Thyne, G.D.2
  • 3
    • 0036261927 scopus 로고    scopus 로고
    • The utility of multivariate statistical techniques in hydrogeochemical studies: An example from Karnataka, India
    • Reghunath, R.; Murthy, T.R.S.; Raghavan, B.R. The utility of multivariate statistical techniques in hydrogeochemical studies: An example from Karnataka, India. Water Res. 2002, 36, 2437-2442.
    • (2002) Water Res , vol.36 , pp. 2437-2442
    • Reghunath, R.1    Murthy, T.R.S.2    Raghavan, B.R.3
  • 4
    • 0018105875 scopus 로고
    • Example of the Use of factor-analysis and cluster-analysis in groundwater chemistry interpretation
    • Ashley, R.P.; Lloyd, J.W. Example of the Use of factor-analysis and cluster-analysis in groundwater chemistry interpretation. J. Hydrol. 1978, 39, 355-364.
    • (1978) J. Hydrol , vol.39 , pp. 355-364
    • Ashley, R.P.1    Lloyd, J.W.2
  • 5
    • 0000664358 scopus 로고
    • Applications of factor analysis in study of chemistry of groundwater quality Mojave River Valley California
    • Dawdy, D.R.; Feth, J.H. Applications of factor analysis in study of chemistry of groundwater quality Mojave River Valley California. Water Resour. Res. 1967, 3, 505-510.
    • (1967) Water Resour. Res , vol.3 , pp. 505-510
    • Dawdy, D.R.1    Feth, J.H.2
  • 6
    • 0027008812 scopus 로고
    • Human impact on regional groundwater composition through intervention in natural flow patterns and changes in land-use
    • Schot, P.P.; Vanderwal, J. Human impact on regional groundwater composition through intervention in natural flow patterns and changes in land-use. J. Hydrol. 1992, 134, 297-313.
    • (1992) J. Hydrol , vol.134 , pp. 297-313
    • Schot, P.P.1    Vanderwal, J.2
  • 7
    • 0024854065 scopus 로고
    • Multivariate-analysis in hydrochemistry-an example of the use of factor and correspondence analyses
    • Usunoff, E.J.; Guzman-Guzman, A. Multivariate-analysis in hydrochemistry-an example of the use of factor and correspondence analyses. Ground Water 1989, 27, 27-34.
    • (1989) Ground Water , vol.27 , pp. 27-34
    • Usunoff, E.J.1    Guzman-Guzman, A.2
  • 8
    • 38849164202 scopus 로고    scopus 로고
    • Characterization of groundwater quality in Kinmen Island using multivariate analysis and geochemical modelling
    • Liu, C.W.; Jang, C.S.; Chen, C.P.; Lin, C.N.; Lou, K.L. Characterization of groundwater quality in Kinmen Island using multivariate analysis and geochemical modelling. Hydrolog. Process. 2008, 22, 376-383.
    • (2008) Hydrolog. Process , vol.22 , pp. 376-383
    • Liu, C.W.1    Jang, C.S.2    Chen, C.P.3    Lin, C.N.4    Lou, K.L.5
  • 9
    • 0043166508 scopus 로고    scopus 로고
    • Application of factor analysis in the assessment of groundwater quality in a blackfoot disease area in Taiwan
    • Liu, C.W.; Lin, K.H.; Kuo, Y.M. Application of factor analysis in the assessment of groundwater quality in a blackfoot disease area in Taiwan. Sci. Total Environ. 2003, 313, 77-89.
    • (2003) Sci. Total Environ , vol.313 , pp. 77-89
    • Liu, C.W.1    Lin, K.H.2    Kuo, Y.M.3
  • 10
    • 35548969785 scopus 로고    scopus 로고
    • Spatial distribution of heavy metals in Hong Kong's marine sediments and their human impacts: A GIS-based chemometric approach
    • Zhou, F.; Guo, H.C.; Hao, Z.J. Spatial distribution of heavy metals in Hong Kong's marine sediments and their human impacts: A GIS-based chemometric approach. Mar. Pollut. Bull. 2007, 54, 1372-1384.
    • (2007) Mar. Pollut. Bull , vol.54 , pp. 1372-1384
    • Zhou, F.1    Guo, H.C.2    Hao, Z.J.3
  • 11
    • 34447108519 scopus 로고    scopus 로고
    • Identification and spatial patterns of coastal water pollution sources based on GIS and chemometric approach
    • Zhou, F.; Guo, H.C.; Liu, Y.; Hao, Z.J. Identification and spatial patterns of coastal water pollution sources based on GIS and chemometric approach. J. Environ. Sci.-China 2007, 19, 805-810.
    • (2007) J. Environ. Sci.-China , vol.19 , pp. 805-810
    • Zhou, F.1    Guo, H.C.2    Liu, Y.3    Hao, Z.J.4
  • 12
    • 0037410078 scopus 로고    scopus 로고
    • Natural and anthropogenic factors affecting groundwater quality of an active volcano (Mt. Etna, Italy)
    • Aiuppa, A.; Bellomo, S.; Brusca, L.; D'Alessandro, W.; Federico, C. Natural and anthropogenic factors affecting groundwater quality of an active volcano (Mt. Etna, Italy). Appl. Geochem. 2003, 18, 863-882.
    • (2003) Appl. Geochem , vol.18 , pp. 863-882
    • Aiuppa, A.1    Bellomo, S.2    Brusca, L.3    D'alessandro, W.4    Federico, C.5
  • 13
    • 5144224370 scopus 로고    scopus 로고
    • Factor analysis as a tool in groundwater quality management: Two southern African case studies
    • Love, D.; Hallbauer, D.; Amos, A.; Hranova, R. Factor analysis as a tool in groundwater quality management: Two southern African case studies. Phys. Chem. Earth 2004, 29, 1135-1143.
    • (2004) Phys. Chem. Earth , vol.29 , pp. 1135-1143
    • Love, D.1    Hallbauer, D.2    Amos, A.3    Hranova, R.4
  • 14
    • 0030301822 scopus 로고    scopus 로고
    • Characterization of groundwater contamination using factor analysis
    • Subbarao, C.; Subbarao, N.V.; Chandu, S.N. Characterization of groundwater contamination using factor analysis. Environ. Geol. 1996, 28, 175-180.
    • (1996) Environ. Geol , vol.28 , pp. 175-180
    • Subbarao, C.1    Subbarao, N.V.2    Chandu, S.N.3
  • 15
    • 0034282027 scopus 로고    scopus 로고
    • Groundwater salinization in Pico Island (Azores, Portugal): Origin and mechanisms
    • Cruz, J.V.; Silva, M.O. Groundwater salinization in Pico Island (Azores, Portugal): Origin and mechanisms. Environ. Geol. 2000, 39, 1181-1189.
    • (2000) Environ. Geol , vol.39 , pp. 1181-1189
    • Cruz, J.V.1    Silva, M.O.2
  • 16
    • 33645571566 scopus 로고    scopus 로고
    • Salinization properties of a shallow groundwater in a coastal reclaimed area, Yeonggwang, Korea
    • Kim, R.H.; Kim, J.H.; Ryu, J.S.; Chang, H.W. Salinization properties of a shallow groundwater in a coastal reclaimed area, Yeonggwang, Korea. Environ. Geol. 2006, 49, 1180-1194.
    • (2006) Environ. Geol , vol.49 , pp. 1180-1194
    • Kim, R.H.1    Kim, J.H.2    Ryu, J.S.3    Chang, H.W.4
  • 17
    • 0035862158 scopus 로고    scopus 로고
    • Hydrochemical characteristics of aquifers near Sutherland in the Western Karoo, South Africa
    • Adams, S.; Titus, R.; Pietersen, K.; Tredoux, G.; Harris, C. Hydrochemical characteristics of aquifers near Sutherland in the Western Karoo, South Africa. J. Hydrol. 2001, 241, 91-103.
    • (2001) J. Hydrol , vol.241 , pp. 91-103
    • Adams, S.1    Titus, R.2    Pietersen, K.3    Tredoux, G.4    Harris, C.5
  • 18
    • 9944250223 scopus 로고    scopus 로고
    • Application of cluster analysis for the hydrogeochemical factors of saline groundwater in Kimje, Korea
    • Kim, J.H.; Yum, B.W.; Kim, R.H.; Koh, D.C.; Cheong, T.J.; Lee, J.; Chang, H.W. Application of cluster analysis for the hydrogeochemical factors of saline groundwater in Kimje, Korea. Geosci. J. 2003, 7, 313-322.
    • (2003) Geosci. J , vol.7 , pp. 313-322
    • Kim, J.H.1    Yum, B.W.2    Kim, R.H.3    Koh, D.C.4    Cheong, T.J.5    Lee, J.6    Chang, H.W.7
  • 19
    • 79953863964 scopus 로고    scopus 로고
    • Classification of springs of Jeju Island using cluster analysis of annual fluctuations in discharge variables: Investigation of the regional groundwater system
    • Kim, T.; Moon, D.C.; Park, W.B.; Park, K.H.; Ko, G.W. Classification of springs of Jeju Island using cluster analysis of annual fluctuations in discharge variables: Investigation of the regional groundwater system. Geosci. J. 2007, 11, 397-413.
    • (2007) Geosci. J , vol.11 , pp. 397-413
    • Kim, T.1    Moon, D.C.2    Park, W.B.3    Park, K.H.4    Ko, G.W.5
  • 20
    • 0345581664 scopus 로고    scopus 로고
    • Cluster analysis of groundwater quality data of Venkatagiri Taluq, Nellore District, Andhra Pradesh
    • Rao, S.V.L. Cluster analysis of groundwater quality data of Venkatagiri Taluq, Nellore District, Andhra Pradesh. J. Geol. Soc. India 2003, 62, 447-454.
    • (2003) J. Geol. Soc. India , vol.62 , pp. 447-454
    • Rao, S.V.L.1
  • 21
    • 43949118161 scopus 로고    scopus 로고
    • Evaluation of groundwater quality in Al-Qassim area, Saudi Arabia, using cluster and factor analyses
    • Al-Bassam, A.M. Evaluation of groundwater quality in Al-Qassim area, Saudi Arabia, using cluster and factor analyses. Kuwait J. Sci. Eng. 2006, 33, 101-121
    • (2006) Kuwait J. Sci. Eng , vol.33 , pp. 101-121
    • Al-Bassam, A.M.1
  • 22
    • 38549158059 scopus 로고    scopus 로고
    • Land use effects in groundwater composition of an alluvial aquifer (Trussu River, Brazil) by multivariate techniques
    • De Andrade, E.M.; Palacio, H.A.Q.; Souza, I.H.; Leao, R.A.D.; Guerreiro, M.J. Land use effects in groundwater composition of an alluvial aquifer (Trussu River, Brazil) by multivariate techniques. Environ. Res. 2008, 106, 170-177.
    • (2008) Environ. Res , vol.106 , pp. 170-177
    • de Andrade, E.M.1    Palacio, H.A.Q.2    Souza, I.H.3    Leao, R.A.D.4    Guerreiro, M.J.5
  • 23
    • 0032948860 scopus 로고    scopus 로고
    • Characterization of a ground water hydrochemical system through multivariate analysis: Clustering into ground water zones
    • Suk, H.; Lee, K.K. Characterization of a ground water hydrochemical system through multivariate analysis: Clustering into ground water zones. Ground Water 1999, 37, 358-366.
    • (1999) Ground Water , vol.37 , pp. 358-366
    • Suk, H.1    Lee, K.K.2
  • 24
    • 84856043672 scopus 로고
    • A mathematical theory of communication
    • Shannon, C.E. A mathematical theory of communication. Bell Syst. Tech. J. 1948, 27, 379-423.
    • (1948) Bell Syst. Tech. J , vol.27 , pp. 379-423
    • Shannon, C.E.1
  • 25
    • 0031141905 scopus 로고    scopus 로고
    • The use of entropy in hydrology and water resources
    • Singh, V.P. The use of entropy in hydrology and water resources. Hydrol. Process. 1997, 11, 587-626.
    • (1997) Hydrol. Process , vol.11 , pp. 587-626
    • Singh, V.P.1
  • 26
    • 33747119319 scopus 로고    scopus 로고
    • Spatial assessment and redesign of groundwater quality monitoring network entropy theory, Gaza Strip, Palestine
    • Mogheir, Y.; Singh, V.P.; Lima, J.L.M.P. Spatial assessment and redesign of groundwater quality monitoring network entropy theory, Gaza Strip, Palestine. Hydrogeol. J. 2006, 14, 700-712.
    • (2006) Hydrogeol. J , vol.14 , pp. 700-712
    • Mogheir, Y.1    Singh, V.P.2    Lima, J.L.M.P.3
  • 27
    • 84864614049 scopus 로고    scopus 로고
    • WRA (Water Resources Agency), Ministry of Economic Affairs, Available online, (accessed on 12 November 2010)
    • WRA (Water Resources Agency), Ministry of Economic Affairs. Water Resources Utilization in Taiwan Island, 2006. Available online http://www.wra.gov.tw/ (accessed on 12 November 2010).
    • (2006) Water Resources Utilization in Taiwan Island
  • 28
    • 0034964507 scopus 로고    scopus 로고
    • Pattern recognition techniques for the evaluation of spatial and temporal variations in water quality
    • A case study: Suquia River basin (Cordoba-Argentina)
    • Alberto, W.D.; Del Pilar, D.M.; Valeria, A.M.; Fabiana, P.S.; Cecilia, H.A.; De Los Angeles, B.M. Pattern recognition techniques for the evaluation of spatial and temporal variations in water quality. A case study: Suquia River basin (Cordoba-Argentina). Water Res. 2001, 35, 2881-2894.
    • (2001) Water Res , vol.35 , pp. 2881-2894
    • Alberto, W.D.1    del Pilar, D.M.2    Valeria, A.M.3    Fabiana, P.S.4    Cecilia, H.A.5    de los Angeles, B.M.6
  • 29
    • 4544340267 scopus 로고    scopus 로고
    • Multivariate statistical techniques for the evaluation of spatial and temporal variations in water quality of Gomti River (India)-a case study
    • Singh, K.P.; Malik, A.; Mohan, D.; Sinha, S. Multivariate statistical techniques for the evaluation of spatial and temporal variations in water quality of Gomti River (India)-a case study. Water Res. 2004, 38, 3980-3992.
    • (2004) Water Res , vol.38 , pp. 3980-3992
    • Singh, K.P.1    Malik, A.2    Mohan, D.3    Sinha, S.4
  • 32
    • 34250922831 scopus 로고
    • The Varimax criteria for analytical rotation in factor analysis
    • Kaiser, H.F. The Varimax criteria for analytical rotation in factor analysis. Psychometrika 1958, 23, 187-200.
    • (1958) Psychometrika , vol.23 , pp. 187-200
    • Kaiser, H.F.1
  • 33
    • 0035370335 scopus 로고    scopus 로고
    • Rainfall entropy for delineation of water resources zones in Japan
    • Kawachi, T.; Maruyama, T.; Singh, V.P. Rainfall entropy for delineation of water resources zones in Japan. J. Hydrol. 2001, 246, 36-44.
    • (2001) J. Hydrol , vol.246 , pp. 36-44
    • Kawachi, T.1    Maruyama, T.2    Singh, V.P.3
  • 34
    • 0034088963 scopus 로고    scopus 로고
    • Entropy-based assessment of water quality monitoring networks
    • Ozkul, S.; Harmancioglu, N.B.; Singh, V.P. Entropy-based assessment of water quality monitoring networks. J. Hydrol. Eng. 2000, 5, 90-100.
    • (2000) J. Hydrol. Eng , vol.5 , pp. 90-100
    • Ozkul, S.1    Harmancioglu, N.B.2    Singh, V.P.3
  • 35
    • 0034742447 scopus 로고    scopus 로고
    • Information theory in ecology
    • Ulanowicz, R.E. Information theory in ecology. Comput. Chem. 2001, 25, 393-399.
    • (2001) Comput. Chem , vol.25 , pp. 393-399
    • Ulanowicz, R.E.1
  • 37
    • 1642462123 scopus 로고    scopus 로고
    • Evaluation of arsenic contamination potential using indicator kriging in the Yun-Lin aquifer (Taiwan)
    • Liu, C.W.; Jang, C.S.; Liao, C.M. Evaluation of arsenic contamination potential using indicator kriging in the Yun-Lin aquifer (Taiwan). Sci. Total Environ. 2004, 321, 173-188.
    • (2004) Sci. Total Environ , vol.321 , pp. 173-188
    • Liu, C.W.1    Jang, C.S.2    Liao, C.M.3
  • 38
    • 31844455341 scopus 로고    scopus 로고
    • Occurrence of arsenic in ground water in the Choushui River alluvial fan, Taiwan
    • Liu, C.W.; Wang, S.W.; Jang, C.S.; Lin, K.H. Occurrence of arsenic in ground water in the Choushui River alluvial fan, Taiwan. J. Environ. Qual. 2006, 35, 68-75.
    • (2006) J. Environ. Qual , vol.35 , pp. 68-75
    • Liu, C.W.1    Wang, S.W.2    Jang, C.S.3    Lin, K.H.4
  • 39
    • 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
  • 40
    • 0036460878 scopus 로고    scopus 로고
    • Geochemistry of groundwater in parts of Guntur District, Andhra Pradesh, India
    • Rao, N.S. Geochemistry of groundwater in parts of Guntur District, Andhra Pradesh, India. Environ. Geol. 2002, 41, 552-562.
    • (2002) Environ. Geol , vol.41 , pp. 552-562
    • Rao, N.S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.