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Analyzing surface water quality and assessing environmental impacts downstream of the Tafna river (northwest Algeria)

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Abstract

The Tafna river serves as a model for assessing surface water and environmental quality by combining water quality and pollution indices using multivariate statistical methods. Thirty-six surface water samples were analyzed to assess 13 indicators. The results indicate contamination of the surface waters of the Tafna river by organic matter and the influence of lithology (presence of calcite), leading to an enrichment in Cl, SO42−, and Ca2+ by dissolution (9.6–4.8 and 4.06 mg.l−1, respectively). During the summer and autumn, pH, electrical conductivity (EC), biochemical oxygen demand (BOD) reaching 57 mg.l−1, chemical oxygen demand (COD) at 90.9 mg.l−1, N-NH4+, and N-NO3 showed significant increases. In addition, the pollution index revealed the absence of pollution during winter and early summer but moderate levels of pollution in autumn. In addition, the spatial distribution of the water quality index (WQI) indicates good water quality in the estuary upstream to 54.94, but progressive deterioration upstream. However, analysis of the correlation matrix highlighted the influence of various sources, both natural and human, on surface water quality. In particular, a significant correlation (R2 = 0.9) was observed between Ca2+ and HCO3 concentrations, indicating a close relationship between these two elements. Organic pollution of the waters of the Tafna river has been strongly influenced by wastewater discharge and agricultural activities, which could lead to potential health risks if consumed. The results of this study provide a sound scientific basis to support decision-making and the implementation of measures to preserve and sustainably manage the Tafna river.

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Data availability

The authors declare that all the data used in this work is made available by the Society of Water Resources coupled with water sampling campaign conducted by the authors.

Abbreviations

BOD:

Biochemical oxygen demand

Ca2+ :

Calcium

Cl :

Chloride

COD:

Chemical oxygen demand

EC:

Electrical conductivity

HCO3 :

Bicarbonate

LCSCO:

Laboratory of Catalysis and Synthesis in Organic Chemistry

Mg2+ :

Magnesium

SO4 2− :

Sulfates

TSS:

Total suspended solids

WI:

Weight

WQI:

Water quality index

References

  • Achite M (2002) Approche statistique d’évaluation du transport solide dans le bassin versant de l’Oued Mina (Nord Ouest Algérien). Conference: Colloque international sur l’eau dans le bassin méditerranéen: Ressources et développement durable At: Monastir (Tunisie)

  • Agbazue VE, Ekere NR, Samira MI (2015) Physico- chemical Parameters and Heavy Metal Levels in Water and Fish Samples from River Jakara and Jakara Dam, Kano State Nigeria. Asian J Chem 27(10):3794–3798

    Article  CAS  Google Scholar 

  • Aher DN, Kele VD, Malwade KD, Shelke MD (2016) Lake water quality indexing to identify suitable sites for household utility: A Case Study Jambhulwadi Lake. Pune (MS). Int J Eng Res Appl 6(5):16–21

  • American Public Health Association (APHA) (1999) Standard methods for the examination of water and wastewater. Washington, DC: American Public Health Association

  • Ashwani K, Anish D (2009) Water quality index for assessment of water quality of river Ravi at Madhopur (India). Global J Environ Sci 8(1):49–57

    Google Scholar 

  • Atroune F (2012) Répartition des métaux lourds dans les sédiments superficiels, charriés par l’Oued El Harrach dans la baie d’Alger et son environnement immédiat. PhD thesis, USTHB /FSTGAT, Algeria. p 189 (Algeria)

  • Belhadj H (2002) Contribution à l’étude des métaux lourds dans la moyenne Tafna : impact de la zone industrielle de Maghnia, Tlemcen university, Algeria. Engineering Memory

  • Benabdelkader A, Taleb B, Probst JL, Belaidi N, Probst A (2018) Anthropogenic contribution and influencing factors on metal features in fluvial sediments from a semi-arid Mediterranean river basin (Tafna River, Algeria). Sci Total Env 626:899–914. https://doi.org/10.1016/jscitotenv201801107

    Article  CAS  Google Scholar 

  • Benkhaled A, Remini B (2003) Variabilite temporelle de laconcentration en se diments et phenomenes d’hyste ré sis dans le basin de l’Oued Wahrane (Algerie). Hydrol Sci J 48(2):243–255

    Article  Google Scholar 

  • Bordalo A, Teixeira R, Wiebe WJ (2006) A water quality index applied to an International Shared River Basin: The Case of the Douro River. Environ Manage.38:910–920. https://doi.org/10.1007/s00267-004-0037-6

  • Bouanani A (2000) Hydrologie, Transport Solide et Modélisation: étude de Quelques Sous Bassins de la Tafna (NW–Algérie). PhD thesis, Tlemcen university, Algeria. p 250. (In French)

  • Bouanani A, Terfous A, Benslimane M, Cherif ZA (1999) Resources and stocks of water of Algeria. The First International Conférence on the Geology of Africa. Assiut Egypt 1:473–480

    Google Scholar 

  • Bouanani A, Baba-Hamed K, Fandi W (2013) Production et transport des sédiments en suspension dans l’oued Sikkak (Tafna – nord-ouest Algérie). J Water Sci 26:119–132. https://doi.org/10.7202/1016063ar

    Article  Google Scholar 

  • Brown RM, McClellan NI, Deininger RA, Tozer RG (1972) A water quality index—do we dare? Water Sew Works 117:339–343

    Google Scholar 

  • Chatterjee C, Raziuddin M (2002) Determination of water quality index of a degraded river in Asanol Industrial area, Raniganj, Burdwan, West Bengal Nature. Environ Pollut Technol 1(2):181–189

    CAS  Google Scholar 

  • Copat C, Bella F, Castaing M, Fallico R, Sciacca S, Ferrante M (2012) Heavy metals concentrations in fish from Sicily (Mediterranean sea) and evaluation of possible health risks to consumers. Environ Contam Toxicol 88:78–83. https://doi.org/10.1007/s00128-011-0433-6

    Article  CAS  Google Scholar 

  • Core R and Team R (2019) A language and environment for statistical computing R foundation for statistical computing Vienna, Austria Available at: http://www.rprojectorg. Accessed 2019

  • Dahmani B, Hadji F, Allal F (2002) Treatment of waters from the Tafna river basin (N-W Algeria). Desalination 152(1–3):113–124. https://doi.org/10.1016/S0011-9164(02)01054-8

    Article  Google Scholar 

  • Demmak A (1982) Contribution à l'étude de l'érosion et des transports solides en suspension en Algérie septentrionale. Thèse de Docteur-Ingénieur, Univ. Paris VI, France

  • De Villers J, Squiblin M, Yourassowsky C (2005) Qualité physico-chimique et chimique des eaux de surface: cadre general. Institut Bruxellois pour la Gestion de l’Environnement (IBGE)/Observatoire des Données de l’Environnement Fiche 2:1–16

  • Directorate of Industry (2018) Industry Directorate of Algeria, report on industrial activities in the province of Tlemcen

  • Foudil Bouras AE (2005) Geochemical approach of a coastal hydrosystem in Algiers: transfer of organic matter from the Mazafran river to the Bay of Bou-Ismail (Algeria). Doctoral Thesis, USTHB / FSTGAT, Algeria. 189 pages

  • Foudil Bouras AE, Buscail R, Messaoud N (2019) La pollution dans un systéme fluvio-marin : eau de surface et embouchure de l’oued Mazafran (Baie de Bou-ismail, Algerie). Bulletin Du Service Geologique De L’algerie 29(1–2):53–68

    Google Scholar 

  • Foudil Bouras AE, Messaoud N, Metouchi A, Nemer Z (2021) Assessment of particulate matter fluxes in the Mazafran wadi (Algeria). Arab J Geosci 14:2153. https://doi.org/10.1007/s12517-021-08429-w

  • Guanling Y, Pengfei Z, Jinsheng L, Hao L, Wang F (2023) Opportunities and challenges in aqueous nitrate and nitrite reduction beyond electrocatalysis. Inorg Chem Front (16). https://doi.org/10.1039/D3QI00148B

  • Islam S, Idris AM, Islam ARMT, al (2021) Hydrological distribution of physicochemical parameters and heavy metals in surface water and their ecotoxicological implications in the Bay of Bengal coast of Bangladesh. Environ Sci Pollut Res 28:68585–68599. https://doi.org/10.1007/s11356-021-15353-9

  • Ji TT, Wang XY (2019) Study on the temporal and spatial charac teristics of water quality in diferent hydrological periods in the Huaihe River Ecological Economic Belt. China J Agric Res Regional Plan 40(08):103–112

    Google Scholar 

  • Jin GQ, Zhang ZT, Yang YH, Hu SH, Tang HW, Barry DA, Li L (2020) Mitigation of impact of a major benzene spill into a river through flow control and in-situ activated carbon absorption. Water Res 172:115489. https://doi.org/10.1016/jwatres2020115489

    Article  CAS  Google Scholar 

  • Kouidri M, Dali-youcef N, Benabdellah I, Ghoubali R, Bernoussi A, Lagha A (2016) Enrichment and geoaccumulation of heavy metals and risk assessment of sediments from coast of Ain Temouchent (Algeria). Arab J Geosci 9(354):1–9. https://doi.org/10.1007/s12517-016-2377-y

    Article  CAS  Google Scholar 

  • Kumar R, Sharma V, Sharma RC (2018) Physico-chemical and microbiological water quality of Asan Wetland of Garhwal Himalaya. India Int J Ecol Sci Environ Eng 5(3):64–70 (ISSN: 2375-3854)

    Google Scholar 

  • Lagnika M, Ibikounle M, Ontcho JPC, Wotto VD, Sakit NG (2014) Caractéristiques physico-chimiques de l’eau des puits dans la commune de Pobè, Benin. J Appl Biosci 79:6887–6897. https://doi.org/10.4314/jab.v79i1.13

    Article  Google Scholar 

  • Le Van M, Chotpantarat S, Van Pham DT, Toan P (2022) Spatial and temporal variabilities of surface water and sediment pollution at the main tidal-influenced river in Ca Mau Peninsular. Vietnam Mekong Delta J Hydrol: Reg Stud 41:101082. https://doi.org/10.1016/jejrh2022101082

    Article  Google Scholar 

  • Loganathan K, Ahamed AJ (2017) Multivariate statistical techniques for the evaluation of groundwater quality of Amaravathi River Basin: South India. Appl Water Sci 7:4633–4649. https://doi.org/10.1007/s13201-017-0627-0

    Article  CAS  Google Scholar 

  • Loucif K, Neffar S, Menasria T, CherifMaazi M, Houhamdi M, Chenchouni H (2020) Physico-chemical and bacteriological quality assessment of surface water at Lake Tonga in Algeria. Environ Nanotechnol Monit Manag 13:100284. https://doi.org/10.1016/jenmm2020100284

    Article  Google Scholar 

  • Ludwig W, Probst JL (1998) River sediment discharge to the oceans: present-day controls and global budgets. Am J Sci 298:265–295

    Article  CAS  Google Scholar 

  • Ludwig W, Meybeck M, Abousamra F (2003) Riverine transport of water, sediments, and pollutants to the Mediterranean Sea. Athens. UNEP/MAP Technical Report 141

  • McKenna JE Jr (2003) An enhanced cluster analysis program with bootstrap significance testing for ecological community analysis. Environ Model Softw 18:205–220. https://doi.org/10.1016/S1364-8152(02)00094-4

  • Mechouet O, Foudil Bouras A, Benaissa N, Ait Hamadouche Y, Haddad FZ, Dimache A (2024) Assessing Heavy Metal Contamination In Surface Water And Sediments Of The Tafna River (North-West Of Algeria). Pollution 10(1):119–133. https://doi.org/10.22059/POLL.2023.359704.2004

  • Megnounif A, Terfous A, Bouanani A (2000) Étude du transport solide dans l'Oued Mouilah (Nord Ouest Algérien). Colloque Méditerranéen Eau-Environne ment. Alger pp 128–132

  • Meybeck M (1982) Carbon, nitrogen, and phosphorus transport by world rivers. Am J Sci 282:401–450

  • Meybeck M (1986) Composition chimique des ruisseaux non pollués de France. Sci Géol Bull. Strasbourg 39(1):3–77

  • Mozumder M, Pramanik S, Kumar Mandal S, Rohatgi S (2015) Assessment of water quality of river Mahananda, West Bengal, India. Int J Multidiscip Res Dev 2(11):22–26 (ISSN: 2349-4182)

    Google Scholar 

  • National Agency of Hydrologic Resources (ANRH), (2016) Daily data flow in the outlet of Tafna catchment from 2000 to 2016, ANRH: Alger, Algeria anrhdz/contacthtm

  • National Agency of Hydrologic Resources (ANRH) (2017) Map of Average Annual Runoff in the North of Algeria; ANRH: Alger, Algeria

  • Nguyen TA, Duy CL, Nguyen TN, Britta S, Tran LL (2023) Influences of key factors on river water quality in urban and rural areas: a review. Case Stud Chem Environ Eng 8:100424. https://doi.org/10.1016/j.cscee.2023.100424

    Article  CAS  Google Scholar 

  • O’Boyle S, McDermott G, Wilkes R (2009) Dissolved oxygen levels in estuarine and coastal waters around Ireland. Mar Pollut Bull 58:1657–1663. https://doi.org/10.1016/jmarpolbul200907002

    Article  Google Scholar 

  • Potelon JL, Zysman K (1993) Guide to drinking water analyzes, Ed of the Letter of the Territorial Framework; La Lettre du Cadre Teritorial: Voiron, France 157

  • Razmkhah H, Abrishamchi A, Torkian A (2009) Evaluation of spatial and temporal variation in water quality by pattern recognition techniques: a case study on Jajrood River (Tehran, Iran). J Environ Manage 91(4):852–860. https://doi.org/10.1016/j.jenvman.2009.11.001

  • Raymond PA, McClelland JW, Holmes RM, Zhulidov AV, Mull K, Peterson BJ, Striegl RJ, Aiken GR, Gurtovaya TY (2007) Flux and age of dissolved organic carbon exported to the Arctic Ocean: A carbon isotopic study of the five largest arctic rivers. Global Biogeochem Cycles 21(4). https://doi.org/10.1029/2007GB002934

  • Rehman F, Cheema T, Azeem T, Naseem AA, Rehman F, Riaz O et al (2019) Groundwater quality of sargodha city and its suitability for domestic and irrigation purpose. Fresenius Environ Bull 28(11):7695–7700

    CAS  Google Scholar 

  • Rejsek F (2002) Analyse des eaux: Aspects réglementaires et techniques. Scéren (CRDPAQUITAINE). Collection Biologie Technique Sciences et Techniques de l’Environnement Bordeaux, France p 360

  • Rodier J, Legube B, Marlet N (2009) L’analyse de l’Eau, 9th edn. Dunod, Paris

    Google Scholar 

  • Salem TA (2021) Changes in the physicochemical and biological characteristics in the lentic and lotic waters of the Nile river Egypt. J Aquat Res 47:21–27. https://doi.org/10.1016/jejar202012003

    Article  Google Scholar 

  • Serrat P, Ludwig W, Navarro B, Blazi JL (2001) Variabilité spatio-temporelle des flux de matières en suspension d’un fleuve côtier méditerranéen : la Têt (France). C.R. Académie des sciences Paris. Sciences de la Terre et des planètes 333:389–397

    Google Scholar 

  • Sibari H, Haida S, Ait Fora A (2001) Etude du fonctionnement hydrologique d’un bassin versant méditerranéen (exemple du bassin versant de l’Inaouène: Maroc). Revue Marocaine de Génie Civil 95, Septembre–Octobre

  • Snoussi M (1988) Nature, estimation et comparaison des flux de matières issus de bassins versants de l'Adour (France), du Sebou et de POum-Er-Rbia (Maroc). Impact du climat sur les apports fluviatiles à l'océan. Mémoire de l'Institut. de Géologie du bassin d'Aquitaine.n° 22. Bordeaux. France

  • Snoussi M, Jouanneau JM, Latouch C (1990) Flux de matières issus de bassins versants des zones semiarides (bassins du Sebou et du Souss, Maroc). Importance dans le bilan global des apports d'origine continentale parvenant à l'océan Mondial. J Afric Earth Sci 11:43–54

  • Strakhov MN (1967) Principles of Lithogenesis (1):245

  • Terfous A, Megnounif A, Bouanani A (2001) Etude du transport solide en suspension dans l’Oued Mouilah (Nord Ouest Algérien). Revue des sciences de l’eau Journal of Water Science 14:2. https://doi.org/10.7202/705416ar

    Article  Google Scholar 

  • Tidjani AEB, Yebdri D, Roth JC, Derriche Z (2006) Exploration des séries chronologiques d’analyse de la qualité des eaux de surface dans le bassin de la Tafna (Algérie). Revue Sci Eau 19(4):315–324. https://doi.org/10.7202/014418ar

    Article  CAS  Google Scholar 

  • Tripathi M, Singal SK (2019) Use of principal component analysis for parameter selection for development of a novel water quality index: a case study of River Ganga, India. Ecol Indic 96:430–436. https://doi.org/10.1016/jecolind201809025

    Article  CAS  Google Scholar 

  • Taleb A, Belaidia N, Gagneur J (2004) Water quality before and after dam building on a heavily polluted river in semi-arid Algeria.  River Res Appl 20:1–14

    Google Scholar 

  • Touaibia B, Dautrebande S, Gomer D, Aidaoui A (2001) Quantitative approach to water erosion at different spatial scales: Basin of Oued Mina. Hydrol Sci J 44(6):973–986. https://doi.org/10.1080/02626669909492292

  • Uddin MG, Nash S, Olbert AI (2021) A review of water quality index models andtheir 173 use for assessing surface water quality. Ecol Indic 122(107218):174. https://doi.org/10.1016/j.ecolind.2020.107218

    Article  CAS  Google Scholar 

  • Walling DE, Webb BW (1981) The reliability of suspended sediment load data. In Erosion and Sediment Transport Measurement. Proc Florence Symp IAHS Publ 133:177–194

    Google Scholar 

  • Wang C, Zhang H, Lei P, Xin XK, Zhang AJ, Yin W (2022) Evidence on the causes of the rising levels of CODMn along the middle route of the South-to-North Diversion Project in China: the role of algal dissolved organic matter. J Environ Sci 113:281–290. https://doi.org/10.1016/jjes202106003

    Article  CAS  Google Scholar 

  • Wenning RJ, Erickson GA (1994) Interpretation and analysis of complex environmental data using chemometric methods. TrAC Trends in Analytical Chemistry 13(10):446-457. https://doi.org/10.1016/0165-9936(94)85026-7

  • Whitehead PG, Bussi G, Hossain MA, Dolk M, Das P, Comber S, Peters R, Charles KJ, Hope R, Hossain S (2018) Restoring water quality in the polluted Turag-Tongi-Balu river system, Dhaka: modelling nutrient and total coliform intervention strategies. Sci Total Environ 631–632:223–232. https://doi.org/10.1016/jscitotenv201803038

    Article  Google Scholar 

  • World Health Organization (WHO) (2017a) Guidelines for drinking water quality, 4th edn. World Health Organization, Geneva, Switzerland

    Google Scholar 

  • World Health Organization (WHO) (2017b) UN-Water Global Analysis and Assessment of Sanitation and Drinking-Water (GLAAS) 2017 report: financing universal water, sanitation, and hygiene under the sustainable development goals World Health Organization, Geneva

  • Xiang R, Wang LJ, Li H, Tian ZB, Zheng BH (2020) Temporal and spatial variation in water quality in the Three Gorges Reservoir from 1998 to 2018. Sci Total Environ 768:144866. https://doi.org/10.1016/jscitotenv2020144866

    Article  Google Scholar 

  • Xu XH, Gao Q, Yuan B (2022) Analysis and identifcation of pollution sources of comprehensive river water quality: evidence from two River Basins in China. Ecol Ind 135:108561. https://doi.org/10.1016/jecolind2022108561

    Article  CAS  Google Scholar 

  • Yan Y, Xing H, Xi-qiao W, Chao-rong L, Shi-yong Z, Xiao-hua Z (2023) The spatiotemporal variations characteristic and pollution evaluation of water quality in Qujiang River,China. Appl Water Sci 13:32. https://doi.org/10.1007/s13201-022-01829-7

    Article  CAS  Google Scholar 

  • Yidana SM, Yidana A (2010) Assessing water quality using water quality index and multivariate analysis. Environ Earth Sci 59:1461–1473. https://doi.org/10.1007/s12665-009-0132-3

    Article  CAS  Google Scholar 

  • Yogendra K, Puttaiah ET (2008) Determination of water quality index and suitability of an urban waterbody in Shimoga Town,Karnataka. In: Proceedings of Taal2007: The 12th world lake conference 342:346

  • Zettam A, Taleb A, Sauvage S, Boithias L, Belaidi N, Sánchez-Pérez JM (2017) Modelling hydrology and sediment transport in a semi-arid and anthropized catchment using the SWAT model: the case of the Tafna river (northwest Algeria). Water 9(3):216. https://doi.org/10.3390/w9030216

    Article  CAS  Google Scholar 

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Acknowledgements

The authors would like to thank, in particular, the staff of the Water Resources Society of Oran (SEOR) for providing many data and for their willingness to perform chemical analyses. And we would also like to thank all the scientific and technical research centers for physical and chemical analysis (CRAPC) in Tlemcen, Algeria, for hosting the analysis using high spectrophotometry. And they thank the DGRST of Algeria for its help.

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MECHOUET Ouezna and FOUDIL BOURAS Ali Eddine: sampling, methodology, data collection, and article writing.

BENAISSA Nourreddine: supervision, sampling, methodology, and data collection.

HADDAD Fatima Zohra and Ait-HAMADOUCHE Yasmine: visualization and revision of the article.

DIMACHE Alexandru: statistical analyses and revision of the article.

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Correspondence to Ouezna Mechouet.

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Mechouet, O., Foudil-Bouras, A.E., Benaissa, N. et al. Analyzing surface water quality and assessing environmental impacts downstream of the Tafna river (northwest Algeria). Arab J Geosci 17, 179 (2024). https://doi.org/10.1007/s12517-024-11978-5

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