Application of multivariate statistical techniques in hydrogeochemical studies-a case study: Brahmani-Koel River (India)

Environmental Monitoring and Assessment

Volumn 164, Issue 1-4, 2010, Pages 297-310

  Sundaray, Sanjay Kumar ^a  

^a SCS Autonomous College   (India)

Author keywords

Brahmani Koel river; ER; Factor and cluster analysis; India; Water quality

Indexed keywords

ANTHROPOGENIC CONTRIBUTION; ANTHROPOGENIC SOURCES; CORRELATION MATRIX; CORRELATION STUDIES; ENRICHMENT RATIO; ER; FACTOR ANALYSIS; FACTOR AND CLUSTER ANALYSIS; FACTOR SCORES; HEAVY METAL CONCENTRATION; HYDROGEOCHEMICAL STUDIES; INDUSTRIAL COMPLEX; MULTIVARIATE STATISTICAL TECHNIQUES; RIVER WATER; WATER QUALITY DATA;

BIOCHEMICAL OXYGEN DEMAND; CHROMIUM; CLUSTER ANALYSIS; DISSOLUTION; DISSOLVED OXYGEN; FACE RECOGNITION; HEAVY METALS; MANGANESE; MANGANESE COMPOUNDS; METAL ANALYSIS; METAL IONS; METALS; MULTIVARIANT ANALYSIS; QUALITY CONTROL; RIVERS; WATER QUALITY; ZINC;

RIVER POLLUTION;

COPPER; IRON; MANGANESE; ZINC;

ANTHROPOGENIC SOURCE; BIOCHEMICAL OXYGEN DEMAND; CHEMICAL OXYGEN DEMAND; CLUSTER ANALYSIS; FACTOR ANALYSIS; GEOSTATISTICS; HEAVY METAL; HYDROGEOCHEMISTRY; MULTIVARIATE ANALYSIS; POLLUTANT SOURCE; RIVER POLLUTION; WATER QUALITY;

ARTICLE; BIOCHEMICAL OXYGEN DEMAND; CHEMICAL OXYGEN DEMAND; CLUSTER ANALYSIS; CORRELATION ANALYSIS; ENRICHMENT CULTURE; GEOCHEMISTRY; INDIA; MATHEMATICAL ANALYSIS; PHYSICAL CHEMISTRY; RIVER ECOSYSTEM; TECHNIQUE; WATER CONTAMINATION; WATER POLLUTION; WATER QUALITY; WATER SUPPLY;

CLUSTER ANALYSIS; FACTOR ANALYSIS, STATISTICAL; INDIA; METALS, HEAVY; MULTIVARIATE ANALYSIS; OXYGEN; WATER;

BRAHMANI RIVER; INDIA; ORISSA; ROURKELA;

EID: 77952287110     PISSN: 01676369     EISSN: 15732959     Source Type: Journal    
DOI: 10.1007/s10661-009-0893-x     Document Type: Article

References (43)

1. MO Angelidis M Aloupi 2000 Geo-chemical study of coastal sediments influencing river transported pollution: Southern Evoikos Gulf, Greece Marine Pollution Bulletin 40 1 77 82 10.1016/S0025-326X(99)00174-5 10.1016/S0025- 326X(99)00174-5 1:CAS:528:DC%2BD3cXhs1ahtr0%3D (Pubitemid 30066454)
2. APHA, AWWA, & WEF (1998). Standard methods for examination of water and waste water (20th ed.). Washington DC: American Public Health Association.
3. G Biksham V Subramanian 1988 Nature of solute transport in the Godavari basin, India Journal of Hydrology (Amsterdam) 103 375 392 10.1016/0022-1694(88) 90145-X 10.1016/0022-1694(88)90145-X 1:CAS:528:DyaL1MXot1SntA%3D%3D
4. DV Borole SK Krishnaswari BLK Somayajulu 1977 Investigations on dissolved uranium, silicon and on particulate trace elements in estuaries Estuary and Coastal Marine Science 5 743 10.1016/0302-3524(77)90046-9 1:CAS:528: DyaE1cXmsFOlsg%3D%3D
5. Bryan, G. B. (1976). In R. B. Johnston (Ed.), Marine pollution. New York: Academic, Chap. 3.
6. SR Carpenter NF Caraco DL Correll RW Howarth AN Sharpley VH Smith 1998 Nonpoint pollution of surface waters with phosphorus and nitrogen Ecological Applications 8 3 559 568 10.1890/1051-0761(1998)008[0559:NPOSWW]2.0.CO;2 10.1890/1051-0761(1998)008[0559:NPOSWW]2.0.CO;2
7. CPCB (1986). Status of water quality of some rivers of India monitored under global environmental monitoring systems, MINARS/1/1986-1987. New Delhi: Central Pollution Control Board.
8. SC Dash DK Behera SP Rout 1992 Water pollution from major industries in Rourkela area India Journal of Environmental Protection 12 12 890 899 1:CAS:528:DyaK3sXltVaku7k%3D
9. -1 level by non-boiling evaporation Analytica Chimica Acta 236 391 398 10.1016/S0003-2670(00)83339-5 10.1016/S0003-2670(00)83339-5
10. B Helena R Pardo M Vega E Barrado JM Fernandez L Fernandez 2000 Temporal evolution of groundwater composition in an alluvial (Pisuerga river, Spain) by principal component analysis Water Research 34 807 816 10.1016/S0043-1354(99) 00225-0 10.1016/S0043-1354(99)00225-0 1:CAS:528:DC%2BD3cXntVKisA%3D%3D
11. CK Jain MK Sharma 2006 Heavy metal transport in the Hindon river basin, India Environmental Monitoring and Assessment 112 255 270 10.1007/s10661-006- 1706-0 10.1007/s10661-006-1706-0 1:CAS:528:DC%2BD28XjsFGlsQ%3D%3D
12. HP Jarvie BA Whitton C Neal 1998 Nitrogen and phosphorus in east coast British rivers: Speciation, sources and biological significance The Science of the Total Environment 210/211 79 109 10.1016/S0048-9697(98)00109-0 10.1016/S0048-9697(98)00109-0 1:CAS:528:DyaK1cXitlaruro%3D (Pubitemid 28177377)
13. R Jayakumar L Siral 1997 Factor analysis in hydro geochemistry of coastal aquifers-a preliminary study Environmental Geochemistry 31 3/4 174 177 1:CAS:528:DyaK2sXkt12jsrs%3D
14. KO Konhauser MA Powel WS Fyfe FJ Longstaffe S Tripathy 1997 Trace element chemistry of major rivers of Orissa state, India Environmental Geology 29 1/2 132 141 10.1007/s002540050111 10.1007/s002540050111 1:CAS:528:DyaK2sXhsVCgtb0%3D (Pubitemid 27111792)
15. A Kumar I Kaur RP Mathur 1998 Water quality and metal enrichment in bed sediments of the rivers Kali and Hindon, India Environmental Geochemistry and Health 20 53 60 10.1023/A:1006537623485 10.1023/A:1006537623485 1:CAS:528:DyaK1cXkvVSku7Y%3D (Pubitemid 28476863)
16. CW Liu KH Lin YM Kuo 2003 Application of factor analysis in the assessment of ground water quality in a blackfoot disease area in Taiwan The Science of the Total Environment 313 77 89 10.1016/S0048-9697(02)00683-6 10.1016/S0048-9697(02)00683-6 1:CAS:528:DC%2BD3sXmtFyku7c%3D (Pubitemid 36966086)
17. Massart, D. L., Vandeginste, B. G. M., Deming, S. N., Michotte, Y., & Kaufman, L. (1988). Chemometrics: A textbook. Amsterdam: Elsevier.
18. S Naik KM Purohit 1998 Assessment of man bathing on river Brahmani during Maha-Sivaratri mela, March, 1997 at Vedvyas: A case study Indian Journal of Environmental Protection 18 7 516 519
19. SN Nanda TN Tiwari 1999 Effect of the discharge of industrial effluents on the quality of river Brahmani at Rourkela Indian Journal of Environmental Protection 19 1 52 55 1:CAS:528:DyaK1MXktlChtLo%3D
20. BB Nayak UC Panda PK Panigrahy BC Acharya 2001 Dynamics of heavy metals in Dhamara Estuary of Orissa state in India Chemical and Environmental Research 10 3&4 203 218 1:CAS:528:DC%2BD38XovFKjs78%3D
21. PK Panigrahy J Das SN Das RK Sahoo 1999 Evaluation of the influence of various physico-chemical parameters on coastal water quality, around Orissa, by factor analysis Indian Journal of Marine Sciences 28 360 364
22. R Raghunath TRS Murthy BR Raghavan 2002 The utility of multivariate statistical techniques in hydrogeochemical studies: An example from Karnataka, India Water Research 36 2437 2442 10.1016/S0043-1354(01)00490-0 10.1016/S0043-1354(01)00490-0 (Pubitemid 34575594)
23. R Ramesh V Subramanian 1988 Nature of dissolved load of the Krishna river basin, India Journal of Hydrology (Amsterdam) 103 139 155 10.1016/0022-1694(88) 90011-X 10.1016/0022-1694(88)90011-X 1:CAS:528:DyaL1MXot1ShsA%3D%3D (Pubitemid 19298992)
24. Rath, P. (2003). Statistical approach to study the trace metals in the industrial belt of Angul and Talcher, Orissa. Ph.D. thesis, Utkal University, Bhubaneswar (Unpublished).
25. E Reisenhofer G Adami P Barbieri 1998 Using chemical and physical parameters to define the quality of karstic fresh waters (Timavo River, North-eastern Italy): A chemometric approach Water Research 32 1193 1203 10.1016/S0043-1354(97)00325-4 10.1016/S0043-1354(97)00325-4 1:CAS:528: DyaK1cXivFOkurg%3D (Pubitemid 28196017)
26. KC Sahu UC Panda DM Mohapatra 1998 Geo-chemistry and mineralogy of sediments in Rushikulya estuary, East coast of India Chemical and Environmental Research 7 1 & 2 77 92 1:CAS:528:DyaK1MXis1Kqtb8%3D
27. Salmons, W., & Forstner, U. (1984). Metals in the hydrocycle (p. 349). Berlin: Springer.
28. MM Sarin S Krishnaswamy 1984 Major ion chemistry of the Ganga-Brahmaputra river systems, India Nature 312 538 541 10.1038/312538a0 10.1038/312538a0 1:CAS:528:DyaL2MXltVGlug%3D%3D
29. NK Senapati KC Sahu 1996 Heavy metal distribution in Subarnarekha river east coast of India Indian Journal of Marine Sciences 25 109 114 1:CAS:528:DyaK2sXltFyktLs%3D
30. CB Sharma NC Ghose 1987 Pollution of the river Ganga by municipal waste: A case study from Patna Journal of the Geological Society of India 30 369 385 1:CAS:528:DyaL1cXhtVymtA%3D%3D
31. V Simeonov JA Stratis C Samara G Zachariadis D Voutsa A Anthemidis, et al. 2003 Assessment of the surface water quality in Northern Greece Water Research 37 4119 4124 10.1016/S0043-1354(03)00398-1 10.1016/S0043-1354(03)00398- 1 1:CAS:528:DC%2BD3sXms1SmsLw%3D (Pubitemid 37011266)
32. KP Singh A Malik D Mohan S Sinha 2004 Multivariate statistical techniques for the evaluation of spatial and temporal variations in water quality of Gomti River (India)-a case study Water Research 38 3980 3992 10.1016/j.watres.2004. 06.011 10.1016/j.watres.2004.06.011 1:CAS:528:DC%2BD2cXns1eqt7o%3D (Pubitemid 39243059)
33. KP Singh A Malik S Sinha 2005 Water quality assessment and apportionment of pollution sources of Gomti River (India) using multivariate statistical techniques-a case study Analytica Chimica Acta 538 355 374 10.1016/j.aca.2005. 02.006 10.1016/j.aca.2005.02.006 1:CAS:528:DC%2BD2MXjs1Sqtro%3D (Pubitemid 40591900)
34. V Subramanian 1983 Factors controlling the chemical composition of river waters of India Proceedings of the Hamburg Symposium Publication 141 145 151 1:CAS:528:DyaL2MXksVaisr4%3D
35. V Subramanian R Sitasawad N Abbas PK Jha 1987 Environmental geology of the Ganga river basin Geological Society of India 30 335 355 1:CAS:528:DyaL1cXhtlOnurY%3D
36. V Subramanian L Van't Dack RV Van Grieken 1985 Preliminary studies on the geochemistry of the cavery river basin Proceedings of the Indian Academy of Sciences A Earth and Planetary Sciences 94 2 1 12
37. Sundaray, S. K. (1999). Studies of physico-chemical parameters of water of river Koel. Sector-16, Rourkela, Orissa. M.Sc. dissertation, R. E. C., Rourkela, Orissa (Unpublished).
38. SK Sundaray 2005 Ambient air quality of Rourkela industrial complex with reference to air quality index Acta Ciencia Indica (Chemistry) 31 4 335 338 1:CAS:528:DC%2BD28XmsF2rtbg%3D
39. SK Sundaray UC Panda BB Nayak D Bhatta 2006 Multivariate statistical techniques for the evaluation of spatial and temporal variation in water quality of Mahanadi river-estuarine system (India)-a case study Environmental Geochemistry and Health 28 317 330 10.1007/s10653-005-9001-5 10.1007/s10653-005-9001-5 1:CAS:528:DC%2BD28XnvFKrtbc%3D (Pubitemid 44207836)
40. M Vega R Pardo E Barrado L Deban 1998 Assessment of seasonal and polluting effects on the quality of river water by exploratory data analysis Water Research 32 3581 3592 10.1016/S0043-1354(98)00138-9 10.1016/S0043-1354(98) 00138-9 1:CAS:528:DyaK1cXnslGjtLY%3D (Pubitemid 28528949)
41. DB Voncina D Dobcnik M Novic J Zupan 2002 Chemometric characterisation of the quality of river water Analytica Chimica Acta 462 87 100 10.1016/S0003-2670(02)00298-2 10.1016/S0003-2670(02)00298-2 (Pubitemid 37337958)
42. Q Wenchuan P Kelderman 2001 Heavy metal contents in the Delft canal sediments and suspended solids of the river Rhine; multivariate analysis for source tracing Chemosphere 45 919 925 10.1016/S0045-6535(01)00101-1 10.1016/S0045-6535(01)00101-1 (Pubitemid 32947756)
43. DA Wunderlin MP Diaz MV Ame SF Pesce AC Hued MA Bistoni 2001 Pattern recognition techniques for the evaluation of spatial and temporal variations in water quality Water Research 35 2881 2894 10.1016/S0043-1354(00)00592-3 10.1016/S0043-1354(00)00592-3 1:CAS:528:DC%2BD3MXkvVWmt78%3D (Pubitemid 32611735)