Evaluation of Water Quality Parameters in Shatt AL-Arab, Southern Iraq, Using Spatial Analysis
Abstract
:1. Introduction
2. Materials and Methods
2.1. Area of Study
2.2. Geological Formations
2.3. Pollution Sources of SAA
2.4. Data Sampling
2.5. Analysis of Water Quality Parameters Using Spatial Distributions
2.6. Kriging Method
3. Results
3.1. Total Dissolved Solids
3.2. Chloride
3.3. Sulfate
3.4. Total Hardness
3.5. Other Water Quality Parameters
3.6. Heavy Metals
3.7. Geochemical Characterizations
4. Discussion
5. Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
Appendix A
References
- Mutter, G.M.; Al-Madhhachi, A.T.; Rashed, R.R. Influence of soil stabilizing materials on lead polluted soils using Jet Erosion Tests. Int. J. Integr. Eng. 2017, 9, 28–38. [Google Scholar]
- Hasan, M.B.; Al-Madhhachi, A.T. The influence of crude oil on mechanistic detachment rate parameters. Geosciences 2018, 8, 332. [Google Scholar] [CrossRef] [Green Version]
- Abbas, M.N.; Al-Madhhachi, A.T.; Esmael, S.A. Quantifying soil erodibility parameters due to wastewater chemicals. Int. J. Hydrol. Sci. Technol. 2019, 9, 550–568. [Google Scholar] [CrossRef]
- Al-Madhhachi, A.T.; Mutter, G.M.; Hasan, M.B. Predicting Mechanistic Detachment Model due to Lead-Contaminated Soil Treated with Iraqi Stabilizers. KSCE J. Civ. Eng. 2019, 23, 2898–2907. [Google Scholar] [CrossRef]
- Hashim, Z.E.; Al-Madhhachi, A.T.; Alzubaidi, L.A. Behavior of soil erodibility parameters due to biological soil crusts using jet erosion tests. Ecol. Eng. 2020, 153, 105903. [Google Scholar] [CrossRef]
- Rahi, K.A.; Al-Madhhachi, A.T.; AL-Hussaini, S.N. Assessment of Surface Water Resources of Eastern Iraq. Hydrology 2019, 6, 57. [Google Scholar] [CrossRef] [Green Version]
- Al-Madhhachi, A.T.; Rahi, K.A.; Leabi, W.K. Hydrological Impact of Ilisu Dam on Mosul Dam; the River Tigris. Geosciences 2020, 10, 120. [Google Scholar] [CrossRef] [Green Version]
- Al-Madhhachi, A.T.; Al-Mussawy, H.A.; Basheer, M.I.; Abdul-Sahib, A.A. Quantifying Tigris Riverbanks Stability of Southeast Baghdad City using BSTEM. Int. J. Hydrol. Sci. Technol. 2020, 10, 230–247. [Google Scholar] [CrossRef]
- Saad, H.T.; Hantoush, A.A.; Mahdi, E.A.; Saleh, S.M. Distribution and Sources of Dissolved Fatty Acids in Water of Shatt Arab Estuary and Northwest Arabian Gulf. Mesop. J. Mar. Sci. 2009, 24, 25–34. [Google Scholar]
- Saad, H.T.; Hantoush, A.A.; Hello, M.A.; Zukhair, M.K. Seasonal Variations of Particulate Fatty Acids in Waters of Shatt Arab River and Northwest Arabian Gulf. Mesop. J. Mar. Sci. 2010, 25, 41–52. [Google Scholar]
- Hantoush, A.; Adhub, A.Y.; Hussain, N.A. Levels of Dissolved and Particulate Petroleum Hydrocarbons in Shatt Arab River, Basrah, Southern Iraq. Mesop. J. Mar. Sci. 2008, 23, 77–96. [Google Scholar]
- Farid, W.A.; Saad, H.T.; Adhub, A.Y. Monitoring of Hydrocarbons in Shatt Al Arab River by Using Some Species of Molluscs. Mesop. J. Mar. Sci. 2008, 23, 305–319. [Google Scholar]
- Mohammad, M.H.; Imarah, F.J.M.; Mezher, A.A. Determination of Nickel in Water of Shatt Arab River by Atomic Absorption and Spectrophotometery. Mesop. J. Mar. Sci. 2008, 23, 167–179. [Google Scholar]
- Mohammed, M.H. Modified Method for the Determination of Cobalt (II) and Copper (II) ions by Adopting Schiff Base Complexes in Water of Shatt Arab River. Mesop. J. Mar. Sci. 2011, 26, 170–181. [Google Scholar]
- Jorany, Y.S.J.; Sowdani, K.H.; Mizhir, A.A. Bulid-up a Flow Injection Analysis Unit for Ammonium Determination in the Shatt Al-Arab Water. Mesop. J. Mar. Sci. 2011, 26, 47–58. [Google Scholar]
- Hejuje, M.M. Distribution of Heavy Elements in Water and Sediments from Ashar and Khandek Canals Connected with Shatt Arab River and Their Effects on Algae. Master’s Thesis, Basrah University, Basrah, Iraq, 1997. [Google Scholar]
- Khafaji, B.Y. Preliminary Survey of Selected Heavy Metals in Jubyla Branch Connected with Shatt Arab River. Mesop. J. Mar. Sci. 2000, 15, 69–80. [Google Scholar]
- Imarah, J.M.; Mahmood, A.A.; Humadi, M.S. Levels of Trace Metals in Shatt Arab Branches during Spring and Summer Seasons. Mesop. J. Mar. Sci. 2006, 2, 9–17. [Google Scholar]
- El-Baba, M.; Kayastha, P.; Huysmans, M.; De Smedt, F. Evaluation of the Groundwater Quality Using the Water Quality Index and Geostatistical Analysis in the Dier al-Balah Governorate, Gaza Strip, Palestine. Water 2020, 12, 262. [Google Scholar] [CrossRef] [Green Version]
- Greene, R. Addressing accessibility challenges of GIS-based multiple-criteria decision analysis for integrated land management: Case study in the Humber region of Newfoundland Labrador, Canada. Master’s Thesis, Memorial University of Newfoundland, St. John’s, NL, Canada, 2010. [Google Scholar]
- Burrough, P.A. Principles Geographic Information System for LResources Assessment; Calrendon Press: Oxford, UK, 1986; p. 193. [Google Scholar]
- Fazal, S. GIS Basics. New Age International; (P) Ltd.: New Delhi, India, 2008; p. 339. [Google Scholar]
- Da Silva, P.P.; Fulcher, C. Human Dimensions of Marine Fisheries: Using GIS to Illustrate Land-Sea Connections in the Northeast U.S. Herring, Clupea harengus, Fishery. Mar. Fish. Rev. 2006, 67, 19–25. [Google Scholar]
- Yasmin, R.; Islam, M.; Alam, M.J. A Study on Potential Application of Geographic Information Systems (GIS) in Fisheries and Aquaculture of Bangladesh. World J. Fish Mar. Sci. 2012, 4, 609–619. [Google Scholar]
- Kumar, R.; Singh, R.D.; Sharma, D. Water recourses of India. Curr. Sci. 2005, 89, 794–811. [Google Scholar]
- Naithani, R.; Pande, I.P. Physicochemical assessment of water quality with respect to Remote sensing and GIS techniques. Adv. Pure Appl. Chem. (APAC) 2012, 1, 1–6. [Google Scholar]
- Assaf, H.; Saadeh, M. Assessing water quality management options in the Upper Litani Basin, Lebanon, using an integrated GIS-based decision support system. Environ. Model. Softw. 2008, 2, 27–1337. [Google Scholar] [CrossRef]
- Al-Bassam, B.F. Assessment of shallow groundwater quality in Zhengzhou area using remote sensing and GIS. J. Eng. Dev. 2009, 13, 72–86. [Google Scholar]
- Meixler, M.S.; Bain, M.B. A GIS framework for fish habitat prediction at the river basin scale. Int. J. Ecol. 2012, 2012, 10. [Google Scholar] [CrossRef] [Green Version]
- Salih, S.A.; Al-Hadithy, I.M.; Al-Nuami, A.S. Water quality assessment of Haditha Dam lake-western Iraqi desert using remote sensing and GIS techniques. Iraqi J. Desert Res. 2008, 1, 1–15. [Google Scholar]
- Sail, K.N.; Al-Nuami, A.S.; Abd Al-Aziz, B. Assessment water quality of Al-Habania reservoir by using Remote Sensing Techniques and Geographical information system. Iraqi J. Civ. Eng. 2008, 11, 27–38. [Google Scholar]
- Abbas, A.; Ziboon, A.R.T. Using remote sensing and GIS technique to study soil physical properties for Hour Al-Hammar (South of Iraq). Eng. Technol. J. 2010, 28, 164–180. [Google Scholar]
- Jaber, H.S. A Geographic Information System application for water resources of Iraq. J. Eng. Dev. 2012, 16, 23–31. [Google Scholar]
- Sachit, D.E.; Azawi, H.K. Application of Monte Carlo Simulation to Find Travel Time of Groundwater in the Iraqi Western Desert. Environ. Nat. Resour. Res. 2018, 8, 17–38. [Google Scholar] [CrossRef] [Green Version]
- Hassan, A.A.; Dawood, A.S.; AL-Mansori, N.J. Assessment of Water Quality of Shatt Al-Basrah Canal using Water Pollution Index. Int. J. Eng. Technol. 2018, 7, 757–762. [Google Scholar] [CrossRef] [Green Version]
- Al-Adhab, H.; Salman, A.; Sagban, A. Using multivariate statistical methods to Evaluate water quality in some of Basrah province locations. In Proceedings of the ICCEET 2019, Najaf, Iraq, 23–24 April 2019; pp. 65–72. [Google Scholar]
- Vespasiano, G.; Cianflone, G.; Cannata, C.B.; Apollaro, C.; Dominici, R.; De Rosa, R. Analysis of groundwater pollution in the Sant’Eufemia Plain (Calabria—South Italy). Ital. J. Eng. Geol. Environ. 2016, 2, 5–15. [Google Scholar] [CrossRef]
- Vespasiano, G.; Cianflone, G.; Romanazzi, A.; Apollaro, C.; Dominici, R.; Polemio, M.; De Rosa, R. A multidisciplinary approach for sustainable management of a complex coastal plain: The case of Sibari Plain (Southern Italy). Mar. Pet. Geol. 2019, 109, 740–759. [Google Scholar] [CrossRef]
- Apollaro, C.; Caracausi, A.; Paternoster, M.; Randazzo, P.; Aiuppa, A.; De Rosa, R.; Fuoco, I.; Mongelli, G.; Muto, F.; Vanni, E.; et al. Fluid geochemistry in a low-enthalpy geothermal field along a sector of southern Apennines chain (Italy). J. Geochem. Explor. 2020. [Google Scholar] [CrossRef]
- Chabuk, A.; Al-Madhlom, Q.; Al-Maliki, A.; Al-Ansari, N.; Hussain, H.M.; Laue, J. Water quality assessment along Tigris River (Iraq) using water quality index (WQI) and GIS software. Arab J Geosci 2020, 13, 654. [Google Scholar] [CrossRef]
- Al-Mahmood, H.H.; Al-Shawi, I.J.; Al-Imarah, F.J. Survey for the evaluation of physical-chemical parameters of Shatt Al-Arab Water from (1974–2005). Basrah Mag. Agric. Sci. 2008, 21, 433–448. [Google Scholar]
- Hassan, F.W.; Hassan, F.I.; Jasim, A.H. The Effect of industrial effluents polluting water near their discharging in Basrah Governorate/Iraq. Basrah Res. Mag. 2011, 37, 42–53. [Google Scholar]
- Mahdi, B.A. Environmental pollution in Shatt al-Arab estuary. J. Int. Acade. Res. Multidis. 2015, 3, 32–42. [Google Scholar]
- APHA, A.W. Standard Methods for the Examination of Water and Waste Water, 20th ed.; American Public Health Association, American Water Works Association, Water Environment Federation: Washington, DC, USA, 1998. [Google Scholar]
- Saad, S.A.H. Notes on problems of water pollution in the Shatt al-Arab. Arabic Gulf Mag. 1980, 12. [Google Scholar]
- Abdullah, S.S. Study in the Shatt al-Arab River Load in the City of Basrah. Master’s Thesis, Marine Science Centre, University of Basrah, Basrah, Iraq, 1990. [Google Scholar]
- Abaychi, J.K.; Mustafa, Y.Z. The asiatic clam, Corbicula fluminea: An indicator of trace metal pollution in the Shatt al-Arab River, Iraq. Environ. Pollut. 1988, 54, 109–122. [Google Scholar] [CrossRef]
- Jawad, A.H.M. Study of some chemical and physical indicators of water Shatt al Arab in Basra city. Mesop. Mag. 1994, 2, 189–203. [Google Scholar]
- Hassan, F.W.; kream, S.M.; Khasaf, D.K.; Aliwi, Y.J. The quality of irrigation water in Al-Faw city. Basra Res. Mag. 2011, 37, 33–41. [Google Scholar]
- Hussain, N.A.; Karim, H.H.; Al-Saad, H.T.; Yousif, O.H.; Al-Saboonchi, A.A. Shatt Al-Arab fundamental scientific. Mar. Sci. Cent. 1990, 391. [Google Scholar]
- Yaacoub, R.R. The Meteorology in Arabian Gulf: Arabian Gulf-selected Scientific Studies; Marine science center, Dar Al-Hekma Publishing House, Univ. of Basrah: Basra, Iraq, 1986. [Google Scholar]
- Tsihrintzis, V.A.; Hamid, R.; Fuentes, H.R. Use of geographic information systems (GIS) in water resources: A review. Water Resour. Manag. 1996, 10, 251–277. [Google Scholar] [CrossRef]
- Bailey, T.C.; Gatrell, C. Interactive Spatial Data Analysis; Longman Group Limited: Essex, UK, 1995. [Google Scholar]
- Johnston, K.; Ver Hoef, J.M.; Krivoruchko, K.; Lucas, N.; Ver Hoef, J.M. Using ArcGIS Geostatistical Analyst; Environmental Systems Research Institute: New York, NY, USA, 2001. [Google Scholar]
- Isaaks, E.H.; Srivastava, M.R.; Isaaks, E.H. An Introduction to Applied Geostatistics; Oxford University Press: New York, NY, USA, 1989. [Google Scholar]
- Deutsch, C.V.; Journel, A.G. GSLIB: Geostatistical Software Library and User’s Guide, 2nd ed.; Oxford University Press: New York, NY, USA, 1998. [Google Scholar]
- Hooshmand, A.; Delghandi, M.; Izadi, A.; Aali, K.A. Application of kriging and cokriging in spatial estimation of groundwater quality parameters. Afr. J. Agric. Res. 2011, 6, 3402–3408. [Google Scholar]
- Al-Hello, A.; Al-Obaidy, A.-J. The chemistry of Shatt Al-Arab waters from Qurna to Al-Fao. Mesop. Oceanogr. 1997, 2, 190–201. [Google Scholar]
- Mossa, Z.J. Study the Environmental Changes of the Phenols in the Shatt Al-Arab and Its Branches and Its Impact on the Internal Density of Algae. Master’s Thesis, University of Basra, Basrah, Iraq, 2006. [Google Scholar]
- Al-Shawi, I.J.; Al-Rubaie, I.A.; Abdullah, I.K. Menology study of the southern part of the Tigris and Euphrates and the extent of their impact on the Chemical and physical characteristics of the Shatt Al-Arab Rive. Al-Mallam Mag. 2007, 6. [Google Scholar]
- Reid, G.K. Ecology of Inland Waters and Estuaries; D. Van Nostrand Co.: New York, NY, USA, 1961; p. 375. [Google Scholar]
- Hussein, S.A.; Attee, R.S. Comparative studies on limnological features of the Shatt Al-Arab estuary and Mehejran canal. I. Seasonal variations in biotic factors. Basrah J. Agric. Sci. 2000, 13, 49–59. [Google Scholar]
- Hammadi, N.S. An Ecological Study of the Rotifera of Shatt Al-Arab Region. Ph.D. Thesis, College of Agriculture, University of Basrah, Basrah, Iraq, 2010; p. 351. [Google Scholar]
- Al-Lami, O.T. Effect of Some Marine Properties for Arabian Gulf on North Part’s Hydrol. of Shatt Al-Arab Riverbed. Master’s Thesis, College of Arts, University of Basrah, Basrah, Iraq, 2009. [Google Scholar]
- Al-Asadi, S.R. Geography of Water Resources, 1st ed.; Al-Ghadeer Company for Printing and Publishing Ltd.: Basra, Iraq, 2014; p. 82. [Google Scholar]
- Al-Maliky, J.H.A. Analysis of Water Quality and the Impact of the Salt Wedge from the Arabian Gulf on the Shatt Al-Arab River, Iraq. Master’s Thesis, School of Geography, Planning and Environmental Management. University of Queensland-Australia and the University of Basrah, Basrah, Iraq, 2012; p. 81. [Google Scholar]
- Al-Aboodi, A.H.; Abbas, S.A.; Ibrahim, H.T. Effect of Hartha and Najibia power plants on water quality indices of Shatt Al-Arab River, south of Iraq. Appl. Water Sci. 2018, 8, 1–10. [Google Scholar] [CrossRef] [Green Version]
- Yaseen, B.R.; Al-Asaady, K.A.; Kazem, A.A.; Chaichan, M.T. Environmental impacts of salt tide in Shatt Al-Arab Basra/Iraq. J. Environ. Sci. Toxicol. Food Technol. 2014, 10, 35–43. [Google Scholar] [CrossRef]
- United States Environmental Protection Agency (USEPA). Final Water Quality Monitoring Summary Report 2012, Remedial Dredging New Bedford Harbor Superfund Site; OU #1 Contract No. W912WJ-09-D-0001-0010-07; United States Environmental Protection Agency (USEPA): Washington, DC, USA, 2012.
- Pradeep, V.; Deepika, C.; Urvi, G.; Hitesh, S. Water Quality Analysis of an Organically Polluted Lake by Investigating Different Physical and Chemical Parameters. Int. J. Res. Chem. Environ. 2012, 2, 105–111. [Google Scholar]
- Ramesh, K.; Elango, L. Groundwater quality and its suitability for domestic and agricultural use in Tondiar river basin, Tamil Nadu, India. Environ. Monit. Assess. 2011. [Google Scholar] [CrossRef]
- AL-Bakri, D.; AL-Ghadban, A.; Khalaf, F. Sedimentological characteristics of the surficial sediments of the Kuwaiti marine environment, northern Arabian Gulf. Sedimentology 1984. [Google Scholar] [CrossRef]
- Olyaie, E.; Banejad, H.; Chau, K.; Chau, K.; Melesse, A.M. A comparison of various artificial intelligence approaches performance for estimating suspended sediment load of river systems: A case study in United States. Environ. Monit. Assess. 2015, 187, 189. [Google Scholar] [CrossRef]
- Alizadeh, M.I.; Kavianpour, M.R.; Danesh, M.; Adolf, J.; Shamshirband, S.; Chau, K. Effect of river flow on the quality of estuarine and coastal waters using machine learning models. Eng. Appl. Comput. Fluid Mech. 2018, 12, 810–823. [Google Scholar] [CrossRef] [Green Version]
- Shamshirband, S.; Nodoushan, E.J.; Adolf, J.E.; Manaf, A.A.; Mosavi, A.; Chau, K. Ensemble models with uncertainty analysis for multi-day ahead forecasting of chlorophyll a concentration in coastal waters. Eng. Appl. Comput. Fluid Mech. 2019, 13, 91–101. [Google Scholar] [CrossRef] [Green Version]
- Kargar, K.; Samadianfard, S.; Parsa, J.; Nabipour, N.; Shamshirband, S.; Mosavi, A.; Chau, K. Estimating longitudinal dispersion coefficient in natural streams using empirical models and machine learning algorithms. Eng. Appl. Comput. Fluid Mech. 2020, 14, 311–322. [Google Scholar] [CrossRef]
- Al-Galibi, M.K.N. Deterioration of Water Characteristics in Shatt Al-Arab River and Ways of Treatments. Master’s Thesis, College Education for Human Science, the University Basrah, Basrah, Iraq, 2019; p. 100. [Google Scholar]
- Canadian Council of Ministries of the Environment (CCME). Scientific Criteria Document for the Development of the Canadian Water Quality Guidelines for the Protection of Aquatic Life. 2003. Available online: http://ceqg-rcqe.ccme.ca/ (accessed on 15 August 2020).
- Al-Hejuje, M.M. Application of Water Quality and Pollution Indices to Evaluate the Water and Sediments Status in the Middle Part of Shatt Al-Arab River. Ph.D. Thesis, College of Science, University of Basrah, Basrah, Iraq, 2015; p. 214. [Google Scholar]
- Dawood, A.S.; Jabbar, M.T.; AL-Tameemi, H.J. Effect of groundwater salinity level on soil using remote sensing and GIs techniques: Case study of southwest of Basra Province. J. Eng. Sci. Technol. 2018, 13, 977–989. [Google Scholar]
- Udayalaximi, G.; Himabindu, D.; Ramadass, G. Geochemical evolution of ground water quality in selected areas of Hyderabad. India Ind. J. Sci. Technol. 2010, 3, 546–553. [Google Scholar] [CrossRef]
- Djidel, M.; BousnoubraKhericri, H.; Nezli, I. The minerality impact of deep ground water, in Desert Regions, on Human and the environment. Southern Algeria. Eur. J. Sci. Res. 2010, 45, 540–551. [Google Scholar]
- Central Organization for Quality Control and Standardization. Drinking-Water Standard IQS: 417; Central Organization for Quality Control and Standardization, Council of Ministers: Basrah, Iraq, 2001.
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations. |
© 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
Share and Cite
Lateef, Z.Q.; Al-Madhhachi, A.-S.T.; Sachit, D.E. Evaluation of Water Quality Parameters in Shatt AL-Arab, Southern Iraq, Using Spatial Analysis. Hydrology 2020, 7, 79. https://doi.org/10.3390/hydrology7040079
Lateef ZQ, Al-Madhhachi A-ST, Sachit DE. Evaluation of Water Quality Parameters in Shatt AL-Arab, Southern Iraq, Using Spatial Analysis. Hydrology. 2020; 7(4):79. https://doi.org/10.3390/hydrology7040079
Chicago/Turabian StyleLateef, Zahraa Q., Abdul-Sahib T. Al-Madhhachi, and Dawood E. Sachit. 2020. "Evaluation of Water Quality Parameters in Shatt AL-Arab, Southern Iraq, Using Spatial Analysis" Hydrology 7, no. 4: 79. https://doi.org/10.3390/hydrology7040079
APA StyleLateef, Z. Q., Al-Madhhachi, A. -S. T., & Sachit, D. E. (2020). Evaluation of Water Quality Parameters in Shatt AL-Arab, Southern Iraq, Using Spatial Analysis. Hydrology, 7(4), 79. https://doi.org/10.3390/hydrology7040079