Environmetric techniques in water quality assessment and monitoring: A case study

Environmental Earth Sciences

Volumn 75, Issue 4, 2016, Pages

  Hamid, Aadil ^a   Bhat, Salim Aijaz ^a   Bhat, Sami Ullah ^a   Jehangir, Arshid ^a  

^a UNIVERSITY OF KASHMIR   (India)

Author keywords

Cluster analysis; Environmetric; Linear regression; Principle component analysis; Vishav stream

Indexed keywords

BIOCHEMICAL OXYGEN DEMAND; CARBON; CARBON DIOXIDE; CHEMICAL ANALYSIS; CLUSTER ANALYSIS; DISSOLVED OXYGEN; HARDNESS; HIERARCHICAL SYSTEMS; IODINE; LINEAR REGRESSION; PHOSPHORUS; PRINCIPAL COMPONENT ANALYSIS; QUALITY CONTROL; REGRESSION ANALYSIS; SURFACE WATERS; WATER POLLUTION CONTROL; WATER QUALITY;

ENVIRONMETRIC; GENERAL LINEAR REGRESSION MODELS (GLM); HIERARCHICAL CLUSTER ANALYSIS; PHYSICOCHEMICAL CHARACTERISTICS; PRINCIPLE COMPONENT ANALYSIS; VISHAV STREAM; WATER QUALITY ASSESSMENTS; WATER QUALITY PARAMETERS;

LOADING;

CHEMICAL COMPOSITION; CHEMICAL COMPOUND; CLUSTER ANALYSIS; DATA SET; ENVIRONMENTAL MONITORING; NUMERICAL MODEL; PHYSICOCHEMICAL PROPERTY; PRINCIPAL COMPONENT ANALYSIS; QUALITATIVE ANALYSIS; REGRESSION ANALYSIS; STREAMWATER; WATER QUALITY; WATER TEMPERATURE;

INDIA; JAMMU AND KASHMIR;

EID: 85007505146     PISSN: 18666280     EISSN: 18666299     Source Type: Journal    
DOI: 10.1007/s12665-015-5139-3     Document Type: Article

References (53)

1. Abdul-Wahab SA, Bakheit CS, Al-Alawi SM (2005) Principal component and multiple regression analysis in modelling of ground-level ozone and factors affecting its concentrations. Environ Modell Softw 20(10):1263–1271. doi:10.1016/j.envsoft.2004.09.001
2. Agostinho LCL, Nascimento L, Cavalcanti BF (2012) Water hardness removal for industrial use: application of the electrolysis process. Open Access Sci Rep 1(9):460–465. doi:10.4172/scientificre ports.460
3. American Public Health Association (APHA) (1998) Standard methods for the examination of water and wastewater. 21st Edition. Washington, USA
4. Boyacioglu H (2008) Water pollution sources assessment by multivariate statistical methods in the Tahtali Basin, Turkey. Environ Geol 54(2):275–282. doi:10.1007/s00254-007-0815-6
5. Boyd CE, Tucker CS (1998) Pond aquaculture water quality management. Kluwer Academic Publishers, Norwell
6. Brumelis G, Lapina L, Nikodemus O, Tabors G (2000) Use of an artificial model of monitoring data to aid interpretation of principal component analysis. Environ Modell Softw 15(8):755–763. doi:10.1016/S1364-8152(00)00060-8
7. Carpenter S, Caraco N, Correll R, Howarth A, Sharply Smith V (1998) Nonpoint source pollution of surface waters with phosphorus and nitrogen. Ecol Appl 8(3):559–568. doi:10.1890/1051-0761(1998)008[0559:NPOSWW]2.0.CO,2
8. Crisp T (2000) Trout and salmon: ecology, conservation and rehabilitation. Fishing new books. Blackwell Science Limited, Oxford
9. Helena B, Pardo R, Vega ME, Barrado E, Fernandez JM, Fernandez J (2000) Temporal factor analysis: What it is and how to do it. Evolution of groundwater composition in an alluvial Quantitative Applications in the Social Sciences aquifer (Pisuerga River, Spain) by principle component analysis. Sage University Press, Newbury Park. Water Res 34(3):807–816. doi:10.1016/S0043-1354(99)00225-0
10. Hickman RE, Gray BJ (2010) Trends in the quality of water in New Jersey streams, water years 1998–2007: US Geological Survey Scientific Investigations. Report 2010–5088:70
11. Isah A, Abdullahi U, Ndamitso MM (2013) Application of multivariate methods for assessment of variations in rivers/streams water quality in Niger State, Nigeria. Am J Theor Appl Stat 2(6):176–183. doi:10.11648/j.ajtas.20130206.14
12. Ismail AH, Abed BSH, Abdul-Qader S (2014) Application of Multivariate Statistical Techniques in the surface water quality Assessment of Tigris River at Baghdad stretch, Iraq. J Babylon Univ/Eng Sci 2(22):450–462
13. Jayaramana PR, Devi TG, Nayar TV (2003) Water quality studies on Karamanariver, Thiruvananthapuram District South Kerela, India. Pollut Res 22(1):89–100
14. Jianqin M, Jingjing G, Xiaojie L (2010) Water quality evaluation model based on principal component analysis and information entropy: application in Jinshui River. J Res Ecol 1(3):249–252. doi:10.3969/j.issn.1674-764x.2010.03.008
15. Juhair H, Zain SM, Yousuf MK, Hanidza TIT, Armi ASM, Toriman ME, Mokhtar M (2011) Spatial water quality assessment of Langat River Basin (Malaysia) using environmental techniques. Environ Monit Assess 173(1–4):625–641. doi:10.1007/s10661-010-1411-x
16. Jyoti MK, Akhtar R (2007) Some limnological investigations of Sarkoot pond located in Kishtwar district Doda, JandK State. J Res Dev 7:27–34
17. Kannel PR, Lee S, Kanel SR, Khan SP (2007) Chemometric application in classification and assessment of monitoring locations of an urban river system. Anal Chim Acta 582(2):390–399. doi:10.1016/j.aca.2006.09.006
18. Kim RK, Lee J, Chang HW (2003) Characteristics of organic matter as indicators of pollution from small-scale livestock and nitrate contamination of shallow groundwater in an agricultural area. Hydrol Process 17(12):2485–2496. doi:10.1002/hyp.1256
19. Kim J, Kim R, Lee J, Cheong T, Yum B, Chang H (2005) Multivariate statistical analysis to identify the major factors governing groundwater quality in the coastal area of Kimje, South Korea. Hydrol Process 19(6):1261–1276. doi:10.1002/hyp.5565
20. Liang YZ, Yu RQ (2000) Chemometrics. Central South University Press, Changsha, China
21. Liu CW, Lin KH, Kuo YM (2003) Application of factor analysis in the assessment of groundwater quality in a blackfoot disease area in Taiwan. Sci Total Environ 31(3):77–89. doi:10.1016/S0048-9697(02)00683-6
22. Love D, Hallbauer D, Amos A, Hranova R (2004) Factor analysis as a tool in groundwater quality management: two southern African case studies. Phys Chem Earth 29(15):1135–1143. doi:10.1016/j. pce.2004.09.027
23. McKenna JE Jr (2003) An enhanced cluster analysis program with boot strap significance testing for ecological community analysis. Environ Model Softw 18(3):205–220. doi:10.1016/S1364-8152(02)00094-4
24. Meng SX, Maynard JB (2001) Use of statistical analysis to formulate conceptual models of geochemical behavior: water chemical data from the Botucata Aquifer in Sao Paulo state, Brazil. J Hydrol 250(1–4):78–97. doi:10.1016/S0022-1694(01)00423-1
25. Nanda AM, Hamid A, Ahmad P, Kanth TA (2014) Evaluation of landuse/landcover dynamics in Vishav watershed of Kashmir Valley (JandK). Natl Geogr J India 60(4):381–390
26. Nyamangara J, Jeke N, Rurinda J (2013) Long-term nitrate and phosphate loading of river water in the Upper Manyame Catchment, Zimbabwe. Water SA 39(5):637–642. doi:10.4314/wsa.v39i5.7
27. Oketola AA, Adekolurejo SM, Osibanjo O (2013) Water quality assessment of river Ogun using multivariate statistical techniques. J Environ Prot 4(5):466–479. doi:10.4236/jep.2013.45055
28. Olajire AA, Imeokparia FE (2001) Water quality assessment of Osun River: Studies on inorganic nutrients. Environ Monit Assess 69(1):17–28. doi:10.1023/A:1010796410829
29. Qadir A, Malik RN, Husain SZ (2007) Spatio-temporal variations in water quality of Nullah Aik-tributary of the river Chenab, Pakistan. Environ Monit Assess 140(1–3):43–59. doi:10.1007/s1066100798464
30. Ragno G, De Luca M, Ioele G (2007) An application of cluster analysis and multivariate classification methods to spring water monitoring data. Microchem J 87(2):119–127. doi:10.1016/j.microc.2007.06.003
31. Raza M, Ahmed A, Mohammad A (1978) The valley of Kashmir—a geographical interpretation. Carolina Academic Press, New Delhi
32. Razmkhah H, Abrishamchi A, Torkian A (2010) Evaluation of spatial and temporal variation in water quality by pattern recognition techniques: a case study on Jajrood River (Tehran, Iran). J Environ Manag 91(4):852–860. doi:10.1016/j.jenvman.2009. 11.001
33. Reghunath R, Murthy T, Raghavan BR (2002) The utility of multivariate statistical techniques in hydrogeochemical studies: an example from Karnataka, India. Water Res 36(10):2437–2442. doi:10.1016/S0043-1354(01)00490-0
34. Sarbu C, Pop HF (2005) Principal component analysis versus fuzzy principal component analysis. A case study: the quality of Danube water(1985–1996). Talanta 65(5):1215–1220. doi:10. 1016/j.talanta.2004.08.047
35. Shrestha S, Kazama F (2007) Assessment of surface water quality using multivariate statistical techniques: a case study of the Fuji river basin, Japan. Environ Model Softw 22(4):464–475. doi:10. 1016/j.envsoft.2006.02.001
36. Simeonov V, Stratis JA, Samara C, Zachariadis G, Voutsa D, Anthemidis A, Sfoniou M, Kouimtzis Th (2003) Assessment of the surface water quality in Northern Greece. Water Res 37(17):4119–4124. doi:10.1016/S0043-1354(03)00398-1
37. Singh KP, Malik A, Mohan D, Sinha S (2004) Multivariate statistical techniques for the evaluation of spatial and temporal variations in water quality of Gomti River (India): a case study. Water Res 38(18):3980–3992. doi:10.1016/j.watres.2004.06.011
38. Singh KP, Malik A, Sinha S (2005) Water quality assessment and apportionment of pollution sources of Gomti river (India) using multivariate statistical techniques: a case study. Anal Chim Acta 538(1–2):355–374. doi:10.1016/j.aca.2005.02.006
39. Solanki VR, Hussain MM, Raja SS (2010) Water quality assessment of Lake Pandu Bodhan, Andhra Pradesh State, India. Environ Monit Assess 163(1–4):411–419. doi:10.1007/s10661-009-0844-6
40. Sundaray SK, Panda UC, Nayak BB, Bhatta D (2006) Multivariate statistical techniques for the evaluation of spatial and temporal variations in water quality of the Mahanadi river–estuarine system (India)—a case study. Environ Geochem Health 28(4):317–330. doi:10.1007/s10653-005-9001-5
41. Thompson R, Lake P (2010) Reconciling theory and practice: the role of stream ecology. River Res Appl 26(1):5–14. doi:10.1002/rra.1284
42. Uzarski DG, Burton TM, Cooper MJ, Ingram JW, Timmermans S (2005) Fish habitat use within and across wetland classes in coastal wetlands of the five Great Lakes: development of a fish based index of biotic integrity. J Great Lakes Res 31(1):171–187. doi:10.1016/S0380-1330(05)70297-5
43. Vega M, Pardo R, Barrado E, Deban L (1998) Assessment of seasonal and polluting effects on the quality of river water by exploratory data analysis. Water Res 32(12):3581–3592. doi:10.1016/S0043-1354(98)00138-9
44. Vie JC, Hilton-Taylor C, Stuart SN (2009) Wildlife in a changing world—an analysis of the 2008, IUCN red list of threatened species. IUCN, Gland
45. Wadia DN (1975) Geology of India. Tata McGraw Hill, New Delhi
46. Wetzel RG (2001) Limnology: lake and river ecosystems, 3rd edn. Academic Press, San Diego, p 1006
47. Wetzel RG, Likens G (2000) Limnological analysis, 3rd edn. Springer Science and Business Media, New York
48. Wu ML, Wang YS, Sun CC, Wang H, Dong JD, Yin JP, Han SH (2010) Identification of coastal water quality by statistical analysis methods in Daya Bay, South China Sea. Mar Pollut Bull 60(6):852–860. doi:10.1016/j.marpolbul.2010.01.007
49. Wunderlin DA, Diaz MP, Ame MV, Pesce SF, Hued AC, Bistoni MA (2001) Pattern recognition techniques for the evaluation of spatial and temporal variations in water quality. A case study: suquia river basin (Cordoba, Argentina). Water Res 35(12):2881–2894. doi:10.1016/S0043-1354(00)00592-3
50. Yang YH, Zhou F, Guo HC, Sheng H, Liu H, Dao X, He CJ (2010) Analysis of spatial and temporal water pollution patterns in Lake Dianchi using multivariate statistical methods. Environ Monit Assess 170(1–4):407–416. doi:10.1007/s10661-009-1242-9
51. Yilmaz E, Koc C (2014) Physically and chemically evaluation for the water quality criteria in a farm on Akcay. J Water Res Protect 6(2):63–67. doi:10.4236/jwarp.2014.62010
52. Zhao Y, Xia XH, Yang ZF, Wang F (2012) Assessment of water quality in Baiyangdian Lake using multivariate statistical techniques. Proc Environ Sci 8:1240–1253. doi:10.1016/j.proenv.2012.01.115
53. Zhou F, Liu Y, Guo H (2007) Application of multivariate statistical methods to water quality assessment of the watercourses in Northwestern New Territories, Hong Kong. Environ Monit Assess 132(1):1–13. doi:10.1007/s10661-006-9497-x