메뉴 건너뛰기




Volumn 109, Issue 1-3, 2011, Pages 8-17

Multivariate statistical and GIS-based approach to evaluate heavy metals behavior in mine sites for future reclamation

Author keywords

GIS; Heavy metal; Multivariate analysis; Reclamation; Soil pollution; Tailing pond

Indexed keywords

DEEP LAYER; ELECTRICAL CONDUCTIVITY; ENVIRONMENTAL RISKS; GIS; HIGH CONCENTRATION; METAL MOBILITY; MINE SITE; MULTIVARIATE ANALYSIS; ORGANIC LIGANDS; ORGANIC MATTER; OXIDATION PROCESS; PB CONCENTRATION; RUNOFF WATER; SOIL CONTAMINATION; SOLUBLE SALTS; SORPTION SITES; STATISTICAL ANALYSIS; SURFACE SAMPLE; TAILING POND; TAILING PONDS;

EID: 79955470792     PISSN: 03756742     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.gexplo.2011.01.004     Document Type: Article
Times cited : (198)

References (62)
  • 1
    • 77957690323 scopus 로고    scopus 로고
    • Identification of heavy metal sources by multivariable analysis in a typical Mediterranean city (SE Spain)
    • Acosta J.A., Faz A., Martinez-Martinez S. Identification of heavy metal sources by multivariable analysis in a typical Mediterranean city (SE Spain). Environmental Monitoring and Assessment 2009, 169:519-530.
    • (2009) Environmental Monitoring and Assessment , vol.169 , pp. 519-530
    • Acosta, J.A.1    Faz, A.2    Martinez-Martinez, S.3
  • 3
    • 0033397998 scopus 로고    scopus 로고
    • Mobility of cadmium-109 and zinc-65 in soil influenced by equilibration time, temperature, and organic matter
    • Almas A., Singh B.R., Salbu B. Mobility of cadmium-109 and zinc-65 in soil influenced by equilibration time, temperature, and organic matter. Journal of Environmental Quality 1999, 28:1742-1750.
    • (1999) Journal of Environmental Quality , vol.28 , pp. 1742-1750
    • Almas, A.1    Singh, B.R.2    Salbu, B.3
  • 4
    • 0033906014 scopus 로고    scopus 로고
    • The influence of organic matter content of contaminated soils on the leaching rate of heavy metals
    • Alvim M., Ferraz C.M., Lourenco J.C.N. The influence of organic matter content of contaminated soils on the leaching rate of heavy metals. Environmental Progress 2000, 19:53-58.
    • (2000) Environmental Progress , vol.19 , pp. 53-58
    • Alvim, M.1    Ferraz, C.M.2    Lourenco, J.C.N.3
  • 5
    • 1042289517 scopus 로고    scopus 로고
    • Examination of cadmium sorption characteristics for a boreal soil near Fairbanks, Alaska
    • Autier V., White D. Examination of cadmium sorption characteristics for a boreal soil near Fairbanks, Alaska. Journal of Hazardous Materials 2004, 106:149-155.
    • (2004) Journal of Hazardous Materials , vol.106 , pp. 149-155
    • Autier, V.1    White, D.2
  • 6
    • 0026291877 scopus 로고
    • Impact of rice straw management on soil physical properties and wheat yield
    • Bhagat R.M., Verma T.S. Impact of rice straw management on soil physical properties and wheat yield. Soil Science 1991, 152:108-115.
    • (1991) Soil Science , vol.152 , pp. 108-115
    • Bhagat, R.M.1    Verma, T.S.2
  • 9
    • 0029669077 scopus 로고    scopus 로고
    • Liming effects on availability of Cd, Cu, Ni and Zn in soil amended with sewage sludge 16years previously
    • Brallier S., Harrison R.B., Henry C.L., Dongsen X. Liming effects on availability of Cd, Cu, Ni and Zn in soil amended with sewage sludge 16years previously. Water, Air, and Soil Pollution 1996, 86:195-206.
    • (1996) Water, Air, and Soil Pollution , vol.86 , pp. 195-206
    • Brallier, S.1    Harrison, R.B.2    Henry, C.L.3    Dongsen, X.4
  • 10
    • 29344431621 scopus 로고    scopus 로고
    • Spatial variability of the chemical characteristics of a trace-element-contaminated soil before and after remediation
    • Burgos P., Madejon E., Perez-de-Mora A., Cabrera F. Spatial variability of the chemical characteristics of a trace-element-contaminated soil before and after remediation. Geoderma 2006, 130:157-175.
    • (2006) Geoderma , vol.130 , pp. 157-175
    • Burgos, P.1    Madejon, E.2    Perez-de-Mora, A.3    Cabrera, F.4
  • 12
    • 0013495790 scopus 로고    scopus 로고
    • Creating continuous surfaces from point data
    • Oxford University Press, Oxford, UK, P.A. Burrough, M.F. Goodchild, R.A. McDonnell, P. Switzer, M. Worboys (Eds.)
    • Burrough P.A., McDonnell R.A. Creating continuous surfaces from point data. Principles of Geographic Information Systems 1998, Oxford University Press, Oxford, UK. P.A. Burrough, M.F. Goodchild, R.A. McDonnell, P. Switzer, M. Worboys (Eds.).
    • (1998) Principles of Geographic Information Systems
    • Burrough, P.A.1    McDonnell, R.A.2
  • 13
    • 32644475336 scopus 로고    scopus 로고
    • Metal contamination in urban, suburban, and country park soils of Hong Kong: a study based on GIS and multivariate statistics
    • Celine S.L., Xiangdong L., Wenzhong S., Sharon C., Iain T. Metal contamination in urban, suburban, and country park soils of Hong Kong: a study based on GIS and multivariate statistics. The Science of the Total Environment 2006, 356:45-61.
    • (2006) The Science of the Total Environment , vol.356 , pp. 45-61
    • Celine, S.L.1    Xiangdong, L.2    Wenzhong, S.3    Sharon, C.4    Iain, T.5
  • 14
    • 85102324711 scopus 로고
    • Cation exchange capacity
    • American Society of Agronomy, Madison, Wisconsin, U.S.A, C.A. Black (Ed.)
    • Chapman H.D. Cation exchange capacity. Methods of Soil Analysis 1965, 2:891-900. American Society of Agronomy, Madison, Wisconsin, U.S.A. C.A. Black (Ed.).
    • (1965) Methods of Soil Analysis , vol.2 , pp. 891-900
    • Chapman, H.D.1
  • 16
    • 79955479310 scopus 로고    scopus 로고
    • Restauración/estabilización de suelos contaminados por metales pesados como consecuencia de actividades mineras en la zona de Cartagena y la Unión. PhD Thesis, Technical University of Cartagena, Spain.
    • Conesa, H.M., 2006. Restauración/estabilización de suelos contaminados por metales pesados como consecuencia de actividades mineras en la zona de Cartagena y la Unión. PhD Thesis, Technical University of Cartagena, Spain. 398pp.
    • (2006) , pp. 398
    • Conesa, H.M.1
  • 17
    • 33745698100 scopus 로고    scopus 로고
    • Heavy metal accumulation and tolerance in plants from mine tailings of the semiarid Cartagena-La Union mining district (SE Spain)
    • Conesa H.M., Faz A., Arnaldos R. Heavy metal accumulation and tolerance in plants from mine tailings of the semiarid Cartagena-La Union mining district (SE Spain). The Science of the Total Environment 2006, 366:1-11.
    • (2006) The Science of the Total Environment , vol.366 , pp. 1-11
    • Conesa, H.M.1    Faz, A.2    Arnaldos, R.3
  • 18
    • 33846458324 scopus 로고    scopus 로고
    • Growth of Lygeum spartum in acid mine tailings: response of plants developed from seedlings, rhizomes and at field conditions
    • Conesa H.M., Robinson B.H., Schulin R., Nowack B. Growth of Lygeum spartum in acid mine tailings: response of plants developed from seedlings, rhizomes and at field conditions. Environmental Pollution 2007, 145:700-707.
    • (2007) Environmental Pollution , vol.145 , pp. 700-707
    • Conesa, H.M.1    Robinson, B.H.2    Schulin, R.3    Nowack, B.4
  • 19
    • 42149112153 scopus 로고    scopus 로고
    • Metal extractability in acidic and neutral mine tailings from the Cartagena-La Union Mining District (SE Spain)
    • Conesa H.M., Robinson B.H., Schulin R., Nowack B. Metal extractability in acidic and neutral mine tailings from the Cartagena-La Union Mining District (SE Spain). Applied Geochemistry 2008, 23:1232-1240.
    • (2008) Applied Geochemistry , vol.23 , pp. 1232-1240
    • Conesa, H.M.1    Robinson, B.H.2    Schulin, R.3    Nowack, B.4
  • 20
    • 58649117584 scopus 로고    scopus 로고
    • Response of native grasses and Cicer arietinum to soil polluted with mining wastes: implications for the management of land adjacent to mine sites
    • Conesa H.M., Moradia A.B., Robinson B.H., Kühneb G., Lehmannb E., Schulin R. Response of native grasses and Cicer arietinum to soil polluted with mining wastes: implications for the management of land adjacent to mine sites. Environmental and Experimental Botany 2009, 65:198-204.
    • (2009) Environmental and Experimental Botany , vol.65 , pp. 198-204
    • Conesa, H.M.1    Moradia, A.B.2    Robinson, B.H.3    Kühneb, G.4    Lehmannb, E.5    Schulin, R.6
  • 21
    • 79955466730 scopus 로고
    • Précis de Pedologie. Massou et Cie (Ed.), Amazon Publisher, París.
    • Duchaufour, P., 1970. Précis de Pedologie. Massou et Cie (Ed.), Amazon Publisher, París.
    • (1970)
    • Duchaufour, P.1
  • 22
    • 0029663842 scopus 로고    scopus 로고
    • Bioavailability of heavy metals and decontamination of soils by plants
    • Ernst W.H.O. Bioavailability of heavy metals and decontamination of soils by plants. Applied Geochemistry 1996, 11:163-167.
    • (1996) Applied Geochemistry , vol.11 , pp. 163-167
    • Ernst, W.H.O.1
  • 23
    • 79955476517 scopus 로고    scopus 로고
    • European Environment Bureau (EEB) The Environmental Performance of the Mining Industry and the Action Necessary to Strengthen EU Legislation
    • J. Hontelez (Ed.)
    • European Environment Bureau (EEB) The Environmental Performance of the Mining Industry and the Action Necessary to Strengthen EU Legislation. Document no. 2000/016, Brussels 2000, 28. http://www.eeb.org/publication/2000/Environmental_Performance_of_Mining_Industry.pdf, J. Hontelez (Ed.).
    • (2000) Document no. 2000/016, Brussels , pp. 28
  • 26
    • 0037361489 scopus 로고    scopus 로고
    • Organic carbon storage in soils of the Basque Country (Spain): the effect of the climate, vegetation type and edaphic variables
    • Ganuza A., Almendros G. Organic carbon storage in soils of the Basque Country (Spain): the effect of the climate, vegetation type and edaphic variables. Biology and Fertility of Soils 2003, 37:154-162.
    • (2003) Biology and Fertility of Soils , vol.37 , pp. 154-162
    • Ganuza, A.1    Almendros, G.2
  • 27
    • 0031696207 scopus 로고    scopus 로고
    • Geostatistical tools for characterizing the spatial variability of microbiological and physico-chemical soil properties
    • Goovaerts P. Geostatistical tools for characterizing the spatial variability of microbiological and physico-chemical soil properties. Biology and Fertility of Soils 1998, 27:315-334.
    • (1998) Biology and Fertility of Soils , vol.27 , pp. 315-334
    • Goovaerts, P.1
  • 28
    • 36549057422 scopus 로고    scopus 로고
    • Sources and factors influencing the spatial distribution of heavy metals in a coastal lagoon adjacent to the San Quintín volcanic field, Baja California, Mexico
    • Gutiérrez-Galindo E.A., Muñoz-Barbosa A., Walter L., Macías-Zamora J.V., Segovia-Zavala J.A. Sources and factors influencing the spatial distribution of heavy metals in a coastal lagoon adjacent to the San Quintín volcanic field, Baja California, Mexico. Marine Pollution Bulletin 2007, 54:1962-1989.
    • (2007) Marine Pollution Bulletin , vol.54 , pp. 1962-1989
    • Gutiérrez-Galindo, E.A.1    Muñoz-Barbosa, A.2    Walter, L.3    Macías-Zamora, J.V.4    Segovia-Zavala, J.A.5
  • 29
    • 0037526220 scopus 로고    scopus 로고
    • Kinetics of trace element uptake and release by particles in estuarine waters: effects of pH, salinity, and particle loading
    • Hatje V., Payne T.E., Hill D.M., McOrist G., Birch G.F., Szymczak R. Kinetics of trace element uptake and release by particles in estuarine waters: effects of pH, salinity, and particle loading. Environment International 2003, 29:619-629.
    • (2003) Environment International , vol.29 , pp. 619-629
    • Hatje, V.1    Payne, T.E.2    Hill, D.M.3    McOrist, G.4    Birch, G.F.5    Szymczak, R.6
  • 30
    • 0001536386 scopus 로고
    • Development of a DTPA soil test for zinc, iron, manganise and copper
    • Linsay W.L., Norvell W.A. Development of a DTPA soil test for zinc, iron, manganise and copper. Soil Science Society of America Journal 1978, 42:42-428.
    • (1978) Soil Science Society of America Journal , vol.42 , pp. 42-428
    • Linsay, W.L.1    Norvell, W.A.2
  • 31
    • 14644423230 scopus 로고    scopus 로고
    • Metal contamination of soils crops affected by the Chenzhou lead/zinc mine spill (Hunan, China)
    • Liu H., Probst A., Liao B. Metal contamination of soils crops affected by the Chenzhou lead/zinc mine spill (Hunan, China). The Science of the Total Environment 2005, 339:153-166.
    • (2005) The Science of the Total Environment , vol.339 , pp. 153-166
    • Liu, H.1    Probst, A.2    Liao, B.3
  • 33
    • 0035161726 scopus 로고    scopus 로고
    • A review of the contamination of soil with lead: II. Spatial distribution and risk assessment of soil lead.
    • Markus J., McBratney A.B. A review of the contamination of soil with lead: II. Spatial distribution and risk assessment of soil lead. Environmental International 2001, 27:399-411.
    • (2001) Environmental International , vol.27 , pp. 399-411
    • Markus, J.1    McBratney, A.B.2
  • 35
    • 2942720568 scopus 로고    scopus 로고
    • Using chemometric tools to assess anthropogenic effects in river water. A case study: Guadalquivir River (Spain)
    • Mendiguchía C., Moreno C., Galindo R.M.D., Garciía-Vargas M. Using chemometric tools to assess anthropogenic effects in river water. A case study: Guadalquivir River (Spain). Analytica Chimica Acta 2004, 515:143-149.
    • (2004) Analytica Chimica Acta , vol.515 , pp. 143-149
    • Mendiguchía, C.1    Moreno, C.2    Galindo, R.M.D.3    Garciía-Vargas, M.4
  • 36
    • 33747889448 scopus 로고    scopus 로고
    • Assessing heavy metal sources in agricultural soils of an European Mediterranean area by multivariate analysis
    • Micó C., Recatalá L., Peris M., Sánchez J. Assessing heavy metal sources in agricultural soils of an European Mediterranean area by multivariate analysis. Chemosphere 2006, 65:863-872.
    • (2006) Chemosphere , vol.65 , pp. 863-872
    • Micó, C.1    Recatalá, L.2    Peris, M.3    Sánchez, J.4
  • 41
    • 0021516158 scopus 로고
    • Comparison of chelating agents as extractants for metals in diverse soil materials
    • Norvell W.A. Comparison of chelating agents as extractants for metals in diverse soil materials. Soil Science Society of America Journal 1984, 48:1285-1292.
    • (1984) Soil Science Society of America Journal , vol.48 , pp. 1285-1292
    • Norvell, W.A.1
  • 42
    • 0016573880 scopus 로고
    • The lead-zinc and associated ores of La Unión, Sierra de Cartagena, Spain
    • Oen I.S., Fernández J.C., Manteca J.I. The lead-zinc and associated ores of La Unión, Sierra de Cartagena, Spain. Economy Geology 1975, 70:1259-1278.
    • (1975) Economy Geology , vol.70 , pp. 1259-1278
    • Oen, I.S.1    Fernández, J.C.2    Manteca, J.I.3
  • 43
    • 0345581207 scopus 로고    scopus 로고
    • Cation exchange capacities of soil organic matter fractions in a Ferric Lixisol with different organic matter inputs
    • Oorts K., Vanlauwe B., Merckx R. Cation exchange capacities of soil organic matter fractions in a Ferric Lixisol with different organic matter inputs. Agriculture, Ecosystems & Environment 2003, 100:161-171.
    • (2003) Agriculture, Ecosystems & Environment , vol.100 , pp. 161-171
    • Oorts, K.1    Vanlauwe, B.2    Merckx, R.3
  • 44
    • 35148872252 scopus 로고    scopus 로고
    • Soil organic matter from pioneer species and its implications to phytostabilization of mined sites in the Sierra de Cartagena (Spain)
    • Ottenhof C., Faz A., Arocena J., Nierop K., Verstraten J., van Mourik J. Soil organic matter from pioneer species and its implications to phytostabilization of mined sites in the Sierra de Cartagena (Spain). Chemosphere 2007, 69:1341-1350.
    • (2007) Chemosphere , vol.69 , pp. 1341-1350
    • Ottenhof, C.1    Faz, A.2    Arocena, J.3    Nierop, K.4    Verstraten, J.5    van Mourik, J.6
  • 45
    • 34249766901 scopus 로고
    • Sorption of cadmium on suspended matter under estuarine conditions: competition and complexation with major seawater ions
    • Paalman M.A.A., van der Weijden C.H., Loch J.P.G. Sorption of cadmium on suspended matter under estuarine conditions: competition and complexation with major seawater ions. Water, Air, and Soil Pollution 1994, 73:49-60.
    • (1994) Water, Air, and Soil Pollution , vol.73 , pp. 49-60
    • Paalman, M.A.A.1    van der Weijden, C.H.2    Loch, J.P.G.3
  • 47
    • 0001428912 scopus 로고
    • Hidrogen-ion activity
    • American Society of Agronomy, Madison, Wisconsin, U.S.A, C.A. Black (Ed.)
    • Peech M. Hidrogen-ion activity. Methods or Soil Analisis 1965, 2:914-916. American Society of Agronomy, Madison, Wisconsin, U.S.A. C.A. Black (Ed.).
    • (1965) Methods or Soil Analisis , vol.2 , pp. 914-916
    • Peech, M.1
  • 48
    • 45849095119 scopus 로고    scopus 로고
    • Increasing the knowledge of heavy metal contents and sources in agricultural soils of the European Mediterranean region
    • Peris M., Recatalá L., Micó C., Sánchez R., Sánchez J. Increasing the knowledge of heavy metal contents and sources in agricultural soils of the European Mediterranean region. Water, Air, and Soil Pollution 2008, 192:25-37.
    • (2008) Water, Air, and Soil Pollution , vol.192 , pp. 25-37
    • Peris, M.1    Recatalá, L.2    Micó, C.3    Sánchez, R.4    Sánchez, J.5
  • 49
    • 0031806308 scopus 로고    scopus 로고
    • Extraction procedures for the determination of heavy metals in contamined soils and sediment
    • Rauret G. Extraction procedures for the determination of heavy metals in contamined soils and sediment. Talanta 1998, 46:449-455.
    • (1998) Talanta , vol.46 , pp. 449-455
    • Rauret, G.1
  • 50
    • 79955467197 scopus 로고
    • Real Decreto 1310, de 29 de octubre, por el que se Regula la Utilización de los Lodos de Depuración en el Sector Agrario. BOE n° 262 de 1 de noviembre de 1990, Madrid
    • Real Decreto 1310/1990, de 29 de octubre, por el que se Regula la Utilización de los Lodos de Depuración en el Sector Agrario. BOE n° 262 de 1 de noviembre de 1990, Madrid, 32339-32340pp.
    • (1990) , pp. 32339-32340
  • 51
    • 79955471952 scopus 로고    scopus 로고
    • Risser, J.A., Baker, D.E., 1990. Testing soils for toxicmetals, In:Westerman, R.L. (Ed.), Soil Testing and Plant Analysis, 3rd ed., Soil Science Society of America Publisher, 3. Madison, Wisconsin
    • Risser, J.A., Baker, D.E., 1990. Testing soils for toxicmetals, In:Westerman, R.L. (Ed.), Soil Testing and Plant Analysis, 3rd ed., Soil Science Society of America Publisher, 3. Madison, Wisconsin, pp. 275-298.
  • 52
    • 56249115526 scopus 로고    scopus 로고
    • Heavy metal distribution and chemical speciation in tailings and soils around a Pb-Zn mine in Spain
    • Rodriguez L., Ruiz E., Alonso-Azcarate J., Rincon J. Heavy metal distribution and chemical speciation in tailings and soils around a Pb-Zn mine in Spain. Journal of Environmental Management 2009, 90:1106-1116.
    • (2009) Journal of Environmental Management , vol.90 , pp. 1106-1116
    • Rodriguez, L.1    Ruiz, E.2    Alonso-Azcarate, J.3    Rincon, J.4
  • 53
    • 0038106143 scopus 로고    scopus 로고
    • Heavy metals distribution in agricultural topsoils in urban area
    • Romic M., Romic D. Heavy metals distribution in agricultural topsoils in urban area. Environmental Geology 2002, 43:795-805.
    • (2002) Environmental Geology , vol.43 , pp. 795-805
    • Romic, M.1    Romic, D.2
  • 54
    • 0001824577 scopus 로고
    • Retention, transformation and mobility of toxic metals in soils
    • John Wiley and Sons Ltd, Chichester, UK, S.M. Ross (Ed.)
    • Ross S.M. Retention, transformation and mobility of toxic metals in soils. Toxic Metals in Soil-Plant Systems 1994, 63-152. John Wiley and Sons Ltd, Chichester, UK. S.M. Ross (Ed.).
    • (1994) Toxic Metals in Soil-Plant Systems , pp. 63-152
    • Ross, S.M.1
  • 55
    • 0003140296 scopus 로고
    • Micronutrients soil tests
    • Soil Science Society of America Inc, Madison, Wisconsin, United States, J.J. Mortvedt, F.R. Cox, L.M. Shuman, R.M. Welch (Eds.)
    • Sims J.T., Johnson G.V. Micronutrients soil tests. Micronutrients in Agriculture 1991, vol. 4:427-476. Soil Science Society of America Inc, Madison, Wisconsin, United States. second ed. J.J. Mortvedt, F.R. Cox, L.M. Shuman, R.M. Welch (Eds.).
    • (1991) Micronutrients in Agriculture , vol.4 , pp. 427-476
    • Sims, J.T.1    Johnson, G.V.2
  • 57
    • 33344457890 scopus 로고    scopus 로고
    • Multivariate analysis of trace metal levels in tannery effluents in relation to soil and water: a case study from Peshawar, Pakistan
    • Tariq S.R., Shah M.H., Shaheen N. Multivariate analysis of trace metal levels in tannery effluents in relation to soil and water: a case study from Peshawar, Pakistan. Journal of Environmental Management 2006, 79:20-29.
    • (2006) Journal of Environmental Management , vol.79 , pp. 20-29
    • Tariq, S.R.1    Shah, M.H.2    Shaheen, N.3
  • 59
    • 0037291318 scopus 로고    scopus 로고
    • Ecological restoration of mine degraded soils, with emphasis on metal contaminated soils
    • Wong M.H. Ecological restoration of mine degraded soils, with emphasis on metal contaminated soils. Chemosphere 2003, 50:775-780.
    • (2003) Chemosphere , vol.50 , pp. 775-780
    • Wong, M.H.1
  • 60
    • 79955464219 scopus 로고    scopus 로고
    • Reducción de impactosambientales asociados a suelos contaminados por metales pesados mediante el uso de residuos antropogénicos. PhD Thesis, Technical University of Cartagena, Spain.
    • Zanuzzi, A. 2007. Reducción de impactosambientales asociados a suelos contaminados por metales pesados mediante el uso de residuos antropogénicos. PhD Thesis, Technical University of Cartagena, Spain. 468pp.
    • (2007) , pp. 468
    • Zanuzzi, A.1
  • 61
    • 70450223692 scopus 로고    scopus 로고
    • Amendments with organic and industrial wastes stimulate soil formation in mine tailings as revealed by micromorphology
    • Zanuzzi A., Arocena J.M., van Mourik J.M., Faz A. Amendments with organic and industrial wastes stimulate soil formation in mine tailings as revealed by micromorphology. Geoderma 2009, 154:69-75.
    • (2009) Geoderma , vol.154 , pp. 69-75
    • Zanuzzi, A.1    Arocena, J.M.2    van Mourik, J.M.3    Faz, A.4
  • 62
    • 0344200041 scopus 로고    scopus 로고
    • Statistics and GIS in environmental geochemistry some problems and solutions
    • Zhang C., Selinus O. Statistics and GIS in environmental geochemistry some problems and solutions. Geochemical Exploration 1998, 64:339-354.
    • (1998) Geochemical Exploration , vol.64 , pp. 339-354
    • Zhang, C.1    Selinus, O.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.