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Comparison of index systems for rating water quality in intermittent rivers

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Abstract

Water quality indexes (WQI) are a practical way to evaluate and compare the level of chemical contamination of different water bodies and to spatially and temporally compare levels of pollution. The purpose of this study was to check if these indexes are appropriate for intermittent rivers under arid and semi-arid climates. A literature review enabled the comparison of 25 water quality indexes to discern their capability to evaluate spatial (inter and intra catchment) and temporal (high and low water flow conditions) variations in water quality in three Mediterranean intermittent rivers: the River Vène (France) and the Oued Fez and the River Sebou (Morocco). Hierarchical cluster analysis identified groups of WQI with similar behavior and brought to light the 6 most distinguishing indexes. Whatever the hydrological conditions at the two sites, both the ME-MCATUHE and NCS indexes, which were developed for Morocco and Greece, and the CCMEWQI and BCWQI indexes, which were developed for non-arid or semi-arid zones, gave appropriate water quality evaluations.

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Abbreviations

%DO:

oxygen saturation

ABS:

acrylonitrile butadiene styrene

BOD5 :

biochemical oxygen demand

Ca:

calcium

CCE:

carbon chloroform extract

Cl:

chlorides

COD:

chemical organic demand

Colif:

coliform count

DO:

dissolved oxygen

DS:

dissolved solids

EC:

electrical conductivity

Fe:

iron

H:

hardness

KMnO4 :

potassium permanganate

Mg:

magnesium

Mn:

manganese

NH3 :

ammonia

NO3 :

nitrates

NO2 :

nitrites

oP:

orthophosphates

Q:

discharge

S:

sulfates

T:

temperature

TN:

total nitrogen

TOC:

total organic carbon

TP:

total phosphorus

TSS:

total suspended solids

Turb:

turbidity

References

  • Akkoyunlu, A., & Akiner, M. E. (2012). Pollution evaluation in streams using water quality indices: a case study from turkey’s Sapanca Lake Basin. Ecological Indicators, 18, 501–511. https://doi.org/10.1016/j.ecolind.2011.12.018.

    Article  CAS  Google Scholar 

  • ABHS-BRL. ADI. CACG (2005). Etude d'actualisation du plan directeur d'aménagement intégré des ressources en eau du bassin hydraulique du Sébou (PDAIRE). Mission I: Evaluation des ressources en eau du bassin du Sebou. MI.2: Ressources en eau souterraines. p. 106

  • Barcelo-Quintal, I. D., Salazar-Pelaez, M. L., Garcia-Alborante, J., Dominguez-Mariani, E., Lopez-Chuken, U. J., & Gomez-Salzar, S. (2013). Evaluation of wáter quality index in Lerma River upper basin. Journal of Environmental Protection, 4(07), 98–103. https://doi.org/10.4236/jep.2013.47A012.

    Article  Google Scholar 

  • CCME. (2001). Canadian environmental quality guidelines, CCME. Canada: Winnipeg (http://www.ccme.ca/assets/pdf/wqi_usermanualfctsht_e.pdf).

    Google Scholar 

  • Cooper, S. D., Lake, P. S., Sabater, S., Melack, J. M., & Sabo, J. L. (2013). The effects of land use changes on streams and rivers in Mediterranean climates. Hydrobiologia, 719(1), 383–425. https://doi.org/10.1007/s10750-012-1333-4.

    Article  CAS  Google Scholar 

  • David, A., Perrin, J. L., Rosain, D., Rodier, C., Picot, B., & Tournoud, M. G. (2011). Implication of two in-stream processes in the fate of nutrients discharged by sewage system into a temporary river. Environmental Monitoring and Assessment, 181(1–4), 491–507. https://doi.org/10.1007/s10661-010-1844-2.

    Article  CAS  Google Scholar 

  • David, A., Tournoud, M. G., Perrin, J. L., Rosain, D., Rodier, C., Salles, C., Bancon-Montigny, C., & Picot, B. (2013). Spatial and temporal trends in water quality in a Mediterranean temporary river impacted by sewage effluents. Environmental Monitoring and Assessment, 185(3), 2517–2534. https://doi.org/10.1007/s10661-012-2728-4.

    Article  Google Scholar 

  • Debels, P., Figueroa, R., Urrutia, R., Barra, R., & Niell, X. (2005). Evaluation of water quality in Chillan River using physicochemical parameters and a modified water quality index. Environmental Monitoring and Assessment, 110(1-3), 301–322. https://doi.org/10.1007/s10661-005-8064-1.

    Article  CAS  Google Scholar 

  • Dixon, W., & Chiswell, B. (1996). Review of aquatic monitoring program design. Water Research, 30(9), 1935–1948. https://doi.org/10.1016/0043-1354(96)00087-5.

    Article  CAS  Google Scholar 

  • Drolc, A., Koncan, J. Z., & Tisler, T. (2007). Evaluation of point and diffuse sources of nutrients in a river basin on base of monitoring data. Environmental Monitoring and Assessment, 129(1-3), 461–470. https://doi.org/10.1007/s10661-006-9376-5.

    Article  CAS  Google Scholar 

  • Dunnette, D. A. (1979). A geographically variable WQI used in Oregon. Journal - Water Pollution Control Federation, 51, 53–61.

    CAS  Google Scholar 

  • Ewaid, S. H., & Abed, S. A. (2017). Water quality index for Al-Gharraf River, southern Iraq. Egypt. J. Aquat. Res. National Institute of Oceanography and Fisheries., 43(2), 117–122. https://doi.org/10.1016/j.ejar.2017.03.001.

    Google Scholar 

  • Gasith, A., & Resh, V. (1999). Streams in Mediterranean climate regions: abiotic influences and biotic responses to predictable seasonal events. Annual Review of Ecology and Systematics, 30(1), 51–81. https://doi.org/10.1146/annurev.ecolsys.30.1.51.

    Article  Google Scholar 

  • Grillot, C. (2006). Fonctionnement hydrologique et dynamique des nutriments d’une rivière intermittente méditerranéenne en étiage et en crue. Analyse spatiale et temporelle. Thèse de Doctorat, Université de Montpellier 2, Montpellier, France, p. 292

  • Horton, R. K. (1965). An index-number system for rating water quality. Journal - Water Pollution Control Federation, 37, 300–306.

    Google Scholar 

  • Italian decree, (2010). D.M. Ambiente 8 novembre 2010, n°260. “Criteri tecnici per la classificazione dello stato dei corpi idrici superficiali – Modifica norme tecniche Dlgs 152/2006”. So n°31 alla GU 7 febrario 2011 n°30. http://www.reteambiente.it/normativa/14566/ Accessed 24 February 2017.

  • Jacobson, P. J., Jacobson, K. M., Angermeier, P. L., & Cherry, D. S. (2004). Variation in material transport and water chemistry along a large ephemeral river in the Namid Desert. Freshwater Biology, 44, 481–491.

    Article  Google Scholar 

  • Kemp, M. J., & Dodds, W. K. (2002). Comparisons of nitrification and denitrification in prairie and agriculturally influenced streams. Ecological Applications, 12(4), 998–1009. https://doi.org/10.1890/1051-0761(2002)012%5B0998:CONADI%5D2.0.CO;2.

  • Khan, A. A., Tobin, A., Paterson, R., Khan, H., & Warren, R. (2005). Application of CCME procedures for deriving site-specific water quality guidelines for the CCMEWQI. Water Quality Research Journal of Canada, 40(4), 478–456.

    Google Scholar 

  • Koukal, B., Dominik, J., Vignati, D., Arpagaus, P., Santiago, S., Ouddane, B., & Benaabidate, L. (2004). Assessment of water quality and toxicity of polluted Rivers Fez and Sebou in the region of Fez (Morocco). Environmental Pollution, 131(1), 163–172. https://doi.org/10.1016/j.envpol.2004.01.014.

    Article  CAS  Google Scholar 

  • Liou, S.-M., Lo, S. L., & Wang, S. H. (2004). A generalized water quality index for Taiwan. Environmental Monitoring and Assessment, 96(1-3), 35–52. https://doi.org/10.1023/B:EMAS.0000031715.83752.a1.

    Article  CAS  Google Scholar 

  • Lombard-Latune, R., Chahinian, N., Perrin, J.L., Benaabidate, L., Lahrach, A. (2010). Hydrological processes controlling flow generation in a Mediterranean urbanized catchment. Proceeding of the 6th World FRIEND Conference, 25–29 october 2010, Global Change: Facing Risks and Threats to Water Resources, IAHS Publication n° 340, Eds. E. Servat et al., 69–76.

  • Lumb, A., Sharma, T. C., & Bibeault, J. F. (2011). A review of genesis and evolution of WQI and some future directions. Water Quality Exposure and Health, 3(1), 11–24. https://doi.org/10.1007/s12403-011-0040-0.

    Article  Google Scholar 

  • Marti, E., Aumatell, J., Godé, L., Pocha, M., & Sabater, F. (2004). Nutrient retention efficiency in streams receiving inputs from waste-water treatment plants. Journal of Environmental Quality, 33(1), 285–293. https://doi.org/10.2134/jeq2004.2850.

    Article  CAS  Google Scholar 

  • McDuffie, B., & Haney, J. L. (1973). A proposed river pollution index. In American chemical society (ACS) meeting, Spring, 1973. ACS, New York: USA.

    Google Scholar 

  • ME-MCATUHE (2002). Arrêté conjoint du Ministre de l’Equipement et Ministre Chargé de l’Aménagement du Territoire, de l’Urbanisme de l’Habitat et de l’Environnement n° 1275–02 du 17 octobre 2002 définissant la grille de qualité des eaux de surface. Bulletin Officiel du 5 décembre 2002, 5p. http://www.swim-sustain-water.net/fileadmin/resources/arrete_1275-02_loi_d_environnement.pdf Accessed 24 February 2017.

  • Merseburger, G. C., Marti, E., & Sabater, F. (2005). Net changes in nutrient concentrations below a point source input in two streams draining catchments with contrasting land uses. Sci. Total Environ., 347(1-3), 217–229. https://doi.org/10.1016/j.scitotenv.2004.12.022.

    Article  CAS  Google Scholar 

  • Morais, M., Pinto, P., Guilherme, P., Rosado, J., & Antunes, I. (2004). Assessment of temporary streams: The robustness of metric and multimetric indices under different hydrological conditions. Hydrobiologia, 516(1–3), 229–249. https://doi.org/10.1023/B:HYDR.0000025268.66163.32.

    Article  Google Scholar 

  • Mostafei, A. (2014). Application of multivariate statistical methods and water—quality index to evaluation of water quality in the Kashkan River. Environmental Management, 53(4), 865–881. https://doi.org/10.1007/s00267-014-0238-6.

    Article  Google Scholar 

  • Mourhir, A., Rachidi, T., & Karim, M. (2014). River water quality index for Morocco using a fuzzy inference system. Environ. Syst. Res., 3(1), 21. https://doi.org/10.1186/s40068-014-0021-y.

    Article  Google Scholar 

  • Nicolau, R., Galera-Cunha, A., & Lucas, Y. (2006). Transfer of nutrients and labile metals from the continent to the sea by a small Mediterranean river. Chemosphere, 63(3), 469–476. https://doi.org/10.1016/j.chemosphere.2005.08.025.

    Article  CAS  Google Scholar 

  • Ouyang, Y., Nkedi-Kizza, P., Wu, Q. T., Shinde, D., & Huang, C. H. (2006). Assessment of seasonal variations in surface water quality. Water Research, 40(20), 3800–3810. https://doi.org/10.1016/j.watres.2006.08.030.

    Article  CAS  Google Scholar 

  • Perrin, J. L., & Tournoud, M. G. (2009). Hydrological processes controlling flow generation in a small Mediterranean catchment under karstic influence. Hydrolog. Sci. J., 54(6), 1125–1140. https://doi.org/10.1623/hysj.54.6.1125.

    Article  Google Scholar 

  • Perrin, J.L., Bellarbi, M., Lombard-Latune, R., Rais, N., Chahinian, N., Ijjaali, M. (2010). Spatial and temporal variation of the water quality of an intermittent river Oued Fez (Morocco), Proceeding of the 6th World FRIEND Conference , 25–29 october 2010, Global Change: Facing Risks and Threats to Water Resources, IAHS Publication n° 340, Eds. E. Servat et al. (2010), 390–397.

  • Perrin, J. L., Rais, N., Chahinian, N., Moulin, P., & Ijjaali, M. (2014). Water quality assessment of highly polluted rivers in a semi-arid Mediterranean zone Oued Fez and Sebou River (Morocco). Journal of Hydrology, 510, 26–34. https://doi.org/10.1016/j.jhydrol.2013.12.002.

    Article  CAS  Google Scholar 

  • Picot, B., Andrianarison, T., Olijnyk, D. P., Wang, X., Qiu, J. P., & Brissaud, F. (2009). Nitrogen removal in wastewater stabilisation ponds. Desalination and Water Treatment, 4(1-3), 103–110. https://doi.org/10.5004/dwt.2009.363.

    Article  CAS  Google Scholar 

  • Prat, N., & Munné, A. (2000). Research note water use and quality and stream flow in a Mediterranean stream. Water Research, 34(15), 3876–3881. https://doi.org/10.1016/S0043-1354(00)00119-6.

    Article  CAS  Google Scholar 

  • Prati, L., Pavanello, R., & Pesarin, F. (1971). Assessment of water quality by a single index of pollution. Water Research, 5(9), 741–751. https://doi.org/10.1016/0043-1354(71)90097-2.

    Article  CAS  Google Scholar 

  • Queralt, R. (1982). La calidad de las aguas en los ríos. Tecnol. del agua, 4, 49–57.

    Google Scholar 

  • Rosemond, S., Duro, D. C., & Dubé, M. (2009). Comparative analysis of regional water quality in Canada using the WQI. Environmental Monitoring and Assessment, 156(1-4), 223–240. https://doi.org/10.1007/s10661-008-0480-6.

    Article  Google Scholar 

  • Sagot, O. (1999). Conception et réalisation d’une couche d’informations géoréférencées sur l’occupation des sols des zones humides et de leurs bassins versants du littoral de la région Languedoc-Roussillon. Mémoire de DESS, Université Louis Pasteur, Strasbourg, France. p. 62

  • SEQ-eau (2010). Arrêté du 25/01/2010 relatif aux méthodes et critères d’évaluation de l’état écologique, de l’état chimique et du potentiel écologique des eaux de surface pris en application des articles R. 212–10, R. 212–11 et R. 212–18 du code de l’environnement. http://www.legifrance.gouv.fr/affichTexte.do?cidTexte=JORFTEXT000021865356 Accessed 24 February 2017.

  • Skoulikidis, N. T. (2008). Defining chemical status of a temporary Mediterranean River. Journal of Environmental Monitoring, 10(7), 842–852. https://doi.org/10.1039/b800768c.

    Article  CAS  Google Scholar 

  • Skoulikidis, N. T., Amaxidis, Y., Bertahas, I., Laschou, S., & Gritzalis, K. (2006). Analysis of factors driving stream water composition and synthesis of management tools—a case study on small/medium Greek catchments. Sci. Total Environ., 362(1-3), 205–241. https://doi.org/10.1016/j.scitotenv.2005.05.018.

    Article  CAS  Google Scholar 

  • Skoulikidis, N. T., Gritzalis, K., Kouvarda, T., & Buffagni, A. (2004). The development of an ecological quality assessment and classification system for Greek running waters based on benthic macroinvertebrates. Hydrobiologia, 516(1-3), 149–160. https://doi.org/10.1023/B:HYDR.0000025263.76808.ac.

    Article  CAS  Google Scholar 

  • Skoulikidis, N. T., Sabater, S., Datry, T., Morais, M. M., Buffagni, A., Dörflinger, G., Zogaris, S., del Mar Sanchez-Montoya, M., Bonada, N., Kalogianni, E., Rosado, J., Vardakas, L., de Girolamo, A. M., & Tockner, K. (2017). Non-perennial Mediterranean rivers in Europe: status, pressures, and challenges for research and management. Sci. Total Environ., 577, 1–18. https://doi.org/10.1016/j.scitotenv.2016.10.147.

    Article  CAS  Google Scholar 

  • Srebotnjak, T., Carr, G., de Sherbinin, A., & Rickwood, C. (2012). A global water quality index and hot-deck imputation of missing data. Ecological Indicators, 17, 108–119. https://doi.org/10.1016/j.ecolind.2011.04.023.

    Article  CAS  Google Scholar 

  • Tirkey, P., Bhattacharya, T., & Chakraborty, S. (2013). Water quality indices—important tools for water quality assessment. Int. J. Adv. Chem., 1(1), 15–28.

    Google Scholar 

  • 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 Research, 32(12), 3581–3592. https://doi.org/10.1016/S0043-1354(98)00138-9.

    Article  CAS  Google Scholar 

  • Vicente, J., Colmenarejo, M. F., Sanchez, E., Rubio, A., Garcia, M. G., Borja, R., & Jimenez, A. M. (2011). Evaluation of the water quality in the Guadarrama River at the section of Las Rozas-Madrid, Spain, Water Environ. J., 25, 55–66.

    CAS  Google Scholar 

  • Wahl, M. H., McKellar, H. N., & Williams, T. M. (1997). Patterns of nutrient loading in forested and urbanized coastal streams. Journal of Experimental Marine Biology and Ecology, 213(1), 111–131. https://doi.org/10.1016/S0022-0981(97)00012-9.

    Article  CAS  Google Scholar 

  • Zandbergen, P. A., & Hall, K. J. (1998). Analysis of the BCWQI for watershed managers: a case study of two small watersheds. Water Quality Research Journal of Canada, 33, 519–549 (http://digital.library.mcgill.ca/page-turner-3/pageturner.php#).

    CAS  Google Scholar 

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Funding

This study was funded by the FP7 EU MIRAGE project (Mediterranean Intermittent River man-AGEment, FP7-ENV-2007-1-211732) and by the Institut de Recherche pour le Développement (IRD) France.

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Correspondence to Jean-Louis Perrin.

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Highlights

• Water quality indexes evaluate levels of chemical contamination of rivers

• We identified the most distinguishing indexes for intermittent Mediterranean rivers

• WQIs pertinence was tested on one intermittent river in France and two in Morocco.

• WQIs developed for Mediterranean countries are suitable for all hydrological conditions

• Indexes for non-arid and semi-arid zones are also suitable for intermittent rivers

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Perrin, JL., Salles, C., Bancon-Montigny, C. et al. Comparison of index systems for rating water quality in intermittent rivers. Environ Monit Assess 190, 70 (2018). https://doi.org/10.1007/s10661-017-6396-2

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