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Multivariate Statistical Analysis for the Surface Water Quality of Trepçaand Sitnica Rivers, Kosovo

Year 2016, Volume: 11 Issue: 1, 92 - 99, 30.03.2016

Abstract

The study was
performed to investigate the concentration of toxic heavy metals like As, Cd,
Cr, Co, Cu, Ni, Pb and Zn in the water
of Trepça and Sitnica Rivers. It was observed that the concentration of most
of the analyzed heavy metals was much higher than the
European and Kosovo permissible limits.
Water quality parameters including DO, BOD, conductivity,
temperature, TDS, pH, and turbidity were measured in samples collected from 6
stations.
The highest concentration of As, Cd, Pb and Zn
originate primarily from anthropogenic sources such as discharge of industrial
water from mining flotation and from the mine waste eroded from the river
banks. Multivariate statistical analyses, such as cluster analysis (CA) were
applied to evaluate water quality and to identify potential pollution sources
of Trepça and the Sitnica River. Cluster
analysis suggests that As, Cd, Cr,  Co,
Cu, Ni, Pb and Zn are derived from anthropogenic sources, particularly
discharges from
mining flotation and
erosion from waste from a zinc mine plant.

References

  • Öztürk. M, Özözen G, Minareci O, Minareci E, (2009) Determination of heavy metals in fish, water and sediments of Avsar Dam Lake in Turkey, Iran. J. Environ. Health. Sci. Eng.6 73-80. Odu N, Igwiloh N, Okonko I, Njoku H (2011) Heavy metal levels of some edible shellfish from Kalarugbani Creek in River State,Nigeria. Journal of American Science7 (9) Mohiuddin KM, Ogawa Y, Zakir HM, Otomo K, Shikazono N, (2011) Heavy metals contamination in water and sediments ofan urban river in a developing country. Int. J. Environ. Sci. Tech.8 (4) 723-736. Reza R, and G. Singh, (2010)Heavy metal contamination and its indexing approach for river water. Int. J. Environ. Sci. Tech. 7 (4), 785-792. Demirak A, Yilmaz F, Levent AT, Ozdemir N, (2006) Heavy metals in water, sediment and tissues of Leuciscuscephalus from a stream in southwestern Turkey. Chemosphere63 1451–1458. Bacaj M, Branica M, (1983) The determination of lead concentrations in the water of the rivers Sitnica and Ibar, using Anodic Stripping Voltammetry. The Bulletin of the Chemist and Technologists of Kosova. Prishtina3 27–32. Rugova M, Jusufi S, Gjeqbitriqi T, Hasimja H, (1989) Determination of heavy metals (Pb, Cd Cu and Zn in contaminated rivers from SAP Kosovo. Bilten Jug. DruštvazazaštituVoda 34–38. Berisha L, Arbneshi T, Rugova M, (2008) The level concentration of lead, cadmium, copper, zinc and phenols in the water river of Sitnica. BALWOIS 2008 Conference papers, Ohrid, Republic of Macedonia. Gashi F, Frančišković-Bilinski S, Bilinski H, Troni N, Bacaj M, Jusufi F, (2011) Establishing of monitoring network on Kosovo Rivers: preliminary measurements on the four main rivers (DriniiBardhë, Morava e Binqës, Lepenc and Sitnica). Environmental Monitoring and Assessment175 279–289. Zhao Zh, Cui F, (2009) Multivariate statistical analysis for the surface water quality of the Luan River, China. Journal of Zhejiang University SCIENCE A. 10(1)142-148. Dekonta, (2009) Consulting services for Environmental Assessment and Remedial Action Plan for Mitrovica Industrial Park, Kosovo. UNDP Kerolli -Mustafa M, Fajković H, Rončević S, Ćurković L, (2015) Assessment of metals risks from different depths of jarosite tailing waste of Trepça Zinc Industry, Kosovo based on BCR procedure. Journal of Geochemical Exploration148 161-168.
  • Ferati F, Kerolli-Mustafa M, Kraja-Ylli A, (2015) Assessment of heavy metal contamination in water and sediments of Trepça and Sitnica rivers, Kosovo, using pollution indicators and multivariate cluster analysis. Environ Monit Assess. 187:338
  • ISO 5667-1, (2006) Water quality -- Sampling -- Part 1: Guidance on the design of sampling programmes and sampling techniques
  • US EPA Method 3015(1994). Microwave Assisted Acid Digestion of Aqueous Samples and Extracts.
  • US EPA 6010C (2007).Inductively Coupled Plasma – Atomic Emission Spectrometry
  • Council Directive 75/440/EEC (1975). Concerning the quality required of surface water intended for the abstraction of drinking water in the member states. OJ L 194 26–31
  • Kosovo National Administrative Direction UA 13 (2008).AD for the limited values of the effluents that discharged on water bodies and on the system of public canalization
  • US EPA (2009) http://water.epa.gov/drink/contaminants/index.sfm. Accessed June 2015
  • U.S. Geological Survey, variously dated, National field manual for the collection of water-quality data: U.S. Geological Survey Techniques of Water-Resources Investigations, book 9, chaps. A1-A9, available online at http://pubs.water.usgs.gov/twri9A
  • Mandal HSH, Das A, Nanda AK (2012) Study of Some Physicochemical Water Quality Parameters of Karola River, West Bengal-An Attempt to Estimate Pollution Status. Int. J. Environ. Protec. 2, 16-22.
  • Çullaj A (2010) Environmental Chemistry. SHBLU, 2nd Edition, Tirana, Albania.
Year 2016, Volume: 11 Issue: 1, 92 - 99, 30.03.2016

Abstract

References

  • Öztürk. M, Özözen G, Minareci O, Minareci E, (2009) Determination of heavy metals in fish, water and sediments of Avsar Dam Lake in Turkey, Iran. J. Environ. Health. Sci. Eng.6 73-80. Odu N, Igwiloh N, Okonko I, Njoku H (2011) Heavy metal levels of some edible shellfish from Kalarugbani Creek in River State,Nigeria. Journal of American Science7 (9) Mohiuddin KM, Ogawa Y, Zakir HM, Otomo K, Shikazono N, (2011) Heavy metals contamination in water and sediments ofan urban river in a developing country. Int. J. Environ. Sci. Tech.8 (4) 723-736. Reza R, and G. Singh, (2010)Heavy metal contamination and its indexing approach for river water. Int. J. Environ. Sci. Tech. 7 (4), 785-792. Demirak A, Yilmaz F, Levent AT, Ozdemir N, (2006) Heavy metals in water, sediment and tissues of Leuciscuscephalus from a stream in southwestern Turkey. Chemosphere63 1451–1458. Bacaj M, Branica M, (1983) The determination of lead concentrations in the water of the rivers Sitnica and Ibar, using Anodic Stripping Voltammetry. The Bulletin of the Chemist and Technologists of Kosova. Prishtina3 27–32. Rugova M, Jusufi S, Gjeqbitriqi T, Hasimja H, (1989) Determination of heavy metals (Pb, Cd Cu and Zn in contaminated rivers from SAP Kosovo. Bilten Jug. DruštvazazaštituVoda 34–38. Berisha L, Arbneshi T, Rugova M, (2008) The level concentration of lead, cadmium, copper, zinc and phenols in the water river of Sitnica. BALWOIS 2008 Conference papers, Ohrid, Republic of Macedonia. Gashi F, Frančišković-Bilinski S, Bilinski H, Troni N, Bacaj M, Jusufi F, (2011) Establishing of monitoring network on Kosovo Rivers: preliminary measurements on the four main rivers (DriniiBardhë, Morava e Binqës, Lepenc and Sitnica). Environmental Monitoring and Assessment175 279–289. Zhao Zh, Cui F, (2009) Multivariate statistical analysis for the surface water quality of the Luan River, China. Journal of Zhejiang University SCIENCE A. 10(1)142-148. Dekonta, (2009) Consulting services for Environmental Assessment and Remedial Action Plan for Mitrovica Industrial Park, Kosovo. UNDP Kerolli -Mustafa M, Fajković H, Rončević S, Ćurković L, (2015) Assessment of metals risks from different depths of jarosite tailing waste of Trepça Zinc Industry, Kosovo based on BCR procedure. Journal of Geochemical Exploration148 161-168.
  • Ferati F, Kerolli-Mustafa M, Kraja-Ylli A, (2015) Assessment of heavy metal contamination in water and sediments of Trepça and Sitnica rivers, Kosovo, using pollution indicators and multivariate cluster analysis. Environ Monit Assess. 187:338
  • ISO 5667-1, (2006) Water quality -- Sampling -- Part 1: Guidance on the design of sampling programmes and sampling techniques
  • US EPA Method 3015(1994). Microwave Assisted Acid Digestion of Aqueous Samples and Extracts.
  • US EPA 6010C (2007).Inductively Coupled Plasma – Atomic Emission Spectrometry
  • Council Directive 75/440/EEC (1975). Concerning the quality required of surface water intended for the abstraction of drinking water in the member states. OJ L 194 26–31
  • Kosovo National Administrative Direction UA 13 (2008).AD for the limited values of the effluents that discharged on water bodies and on the system of public canalization
  • US EPA (2009) http://water.epa.gov/drink/contaminants/index.sfm. Accessed June 2015
  • U.S. Geological Survey, variously dated, National field manual for the collection of water-quality data: U.S. Geological Survey Techniques of Water-Resources Investigations, book 9, chaps. A1-A9, available online at http://pubs.water.usgs.gov/twri9A
  • Mandal HSH, Das A, Nanda AK (2012) Study of Some Physicochemical Water Quality Parameters of Karola River, West Bengal-An Attempt to Estimate Pollution Status. Int. J. Environ. Protec. 2, 16-22.
  • Çullaj A (2010) Environmental Chemistry. SHBLU, 2nd Edition, Tirana, Albania.
There are 11 citations in total.

Details

Primary Language English
Subjects Engineering
Journal Section Articles
Authors

Flora Ferati This is me

Arjana Kraja- Ylli This is me

Publication Date March 30, 2016
Acceptance Date March 24, 2016
Published in Issue Year 2016 Volume: 11 Issue: 1

Cite

APA Ferati, F., & Kraja- Ylli, A. (2016). Multivariate Statistical Analysis for the Surface Water Quality of Trepçaand Sitnica Rivers, Kosovo. Journal of International Environmental Application and Science, 11(1), 92-99.
AMA Ferati F, Kraja- Ylli A. Multivariate Statistical Analysis for the Surface Water Quality of Trepçaand Sitnica Rivers, Kosovo. J. Int. Environmental Application & Science. March 2016;11(1):92-99.
Chicago Ferati, Flora, and Arjana Kraja- Ylli. “Multivariate Statistical Analysis for the Surface Water Quality of Trepçaand Sitnica Rivers, Kosovo”. Journal of International Environmental Application and Science 11, no. 1 (March 2016): 92-99.
EndNote Ferati F, Kraja- Ylli A (March 1, 2016) Multivariate Statistical Analysis for the Surface Water Quality of Trepçaand Sitnica Rivers, Kosovo. Journal of International Environmental Application and Science 11 1 92–99.
IEEE F. Ferati and A. Kraja- Ylli, “Multivariate Statistical Analysis for the Surface Water Quality of Trepçaand Sitnica Rivers, Kosovo”, J. Int. Environmental Application & Science, vol. 11, no. 1, pp. 92–99, 2016.
ISNAD Ferati, Flora - Kraja- Ylli, Arjana. “Multivariate Statistical Analysis for the Surface Water Quality of Trepçaand Sitnica Rivers, Kosovo”. Journal of International Environmental Application and Science 11/1 (March 2016), 92-99.
JAMA Ferati F, Kraja- Ylli A. Multivariate Statistical Analysis for the Surface Water Quality of Trepçaand Sitnica Rivers, Kosovo. J. Int. Environmental Application & Science. 2016;11:92–99.
MLA Ferati, Flora and Arjana Kraja- Ylli. “Multivariate Statistical Analysis for the Surface Water Quality of Trepçaand Sitnica Rivers, Kosovo”. Journal of International Environmental Application and Science, vol. 11, no. 1, 2016, pp. 92-99.
Vancouver Ferati F, Kraja- Ylli A. Multivariate Statistical Analysis for the Surface Water Quality of Trepçaand Sitnica Rivers, Kosovo. J. Int. Environmental Application & Science. 2016;11(1):92-9.

“Journal of International Environmental Application and Science”