Application of Statistical Methods for the Comparative Study of the Degree of Pollution of Wastewater Collected from Three Olive Mills in Tangier-Tetouan-Al Hoceima Region (Northern Morocco)

Es Saouini, Hind; Bouzid, Saida; Trankil, Abdellah; Amharref, Mina; Bernoussi, Abd Samed

doi:10.12911/22998993/160684

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Tytuł artykułu

Application of Statistical Methods for the Comparative Study of the Degree of Pollution of Wastewater Collected from Three Olive Mills in Tangier-Tetouan-Al Hoceima Region (Northern Morocco)

Autorzy

Es Saouini Hind , Bouzid Saida , Trankil Abdellah , Amharref Mina , Bernoussi Abd Samed

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DOI

10.12911/22998993/160684

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Abstrakty

Olive mill wastewaters represent a severe environmental problem, especially in Mediterranean countries. Indeed, the treatment and recovery processes developed so far remain very limited and their cost is very high. However, treatment by shallow evaporation ponds in the open air remains, until now, the most used technique despite the efforts made. The volume and characteristics of this liquid effluent depend, among other things, on the nature of the extraction process used. In this context, this work aims to evaluate the effect of the mode of trituration and storage in the evaporation ponds on the quality of olive oil mill wastewaters. These effluents were collected from three olive mills located in two different provinces in Northern Morocco during the 2021–2022 olive growing season. The sampling has considered different points according to different steps of the process. The analytical work corresponded to the measurement of in-situ parameters (Temperature (T°), Dissolved Oxygen (DO), Electrical Conductivity (EC) and pH degree (pH)) and other laboratory analysis (Suspension Matter (SM), Dry Matter (DM), Fatty Matter (FM), biochemical (BOD5) and chemical (COD)demands in oxygen). Results showed a high degree of environmental degradation. Indeed, these effluents are characterized, on average, by elevated concentrations of biological and chemical oxygen demands and suspended solids reaching up to 0.43 g/L ± 0.87, 1.69 g/L ±0.71 and 30.78 g/L ±25.1, respectively. This study also showed, except for two-phase olive mill BNANDA, a slightly alkaline nature of the vegetable waters (7.81<pH<8.52), as opposed to what was reported in the literature, and high levels in fat content (4.73 g/L ±3.85). Moreover, the estimated volume of vegetable water released in the study area during the 2019/2020 olive growing season (350×10<sup>3</sup> m<sup>3</sup>) is very high considering its equivalence to domestic water. Normalized Principal Component Analysis (ACPN) and Hierarchical Principal Component Classification (HCPC) indicate that differences in the composition of this wastewater were more pronounced between the extraction processes than by the origins of the vegetable waters (fresh or stored in the natural evaporation pond).

Słowa kluczowe

olive mill wastewater degree of pollution multivariate statistical method ACPN HCPC

Wydawca

Polskie Towarzystwo Inżynierii Ekologicznej
Lublin University of Technology

Czasopismo

Journal of Ecological Engineering

Rocznik

2023

Tom

Vol. 24, nr 4

Strony

320--332

Opis fizyczny

Bibliogr. 59 poz., rys., tab.

Twórcy

autor

Es Saouini Hind

hessaouini@uae.ac.ma

GAT, FSTT, Abdelmalek Essaâdi University, Old Airport Road, Km 10, Ziaten, BP: 416 Tangier, Morocco

https://orcid.org/0000-0002-9525-5481

autor

Bouzid Saida

EMRN, FSTT, Abdelmalek Essaâdi University, Old Airport Road, Km 10, Ziaten, BP: 416 Tangier, Morocco

autor

Trankil Abdellah

GEORISK, FSTT, Abdelmalek Essaâdi University, Old Airport Road, Km 10, Ziaten, BP: 416 Tangier, Morocco

autor

Amharref Mina

GAT, FSTT, Abdelmalek Essaâdi University, Old Airport Road, Km 10, Ziaten, BP: 416 Tangier, Morocco

autor

Bernoussi Abd Samed

GAT, FSTT, Abdelmalek Essaâdi University, Old Airport Road, Km 10, Ziaten, BP: 416 Tangier, Morocco

Bibliografia

1. Achak M., Ouazzani N., Mandi L. 2009. Treatment of vegetable water from a modern oil mill by infiltration-percolation on a sand filter. Journal of Water Science, 22 (3), 421–433.
2. Achak M., Ouazzani N., Yaacoubi A., Mandi L. 2008. Characterization of vegetable waters from a modern oil mill and trials of their treatment by coagulation-flocculation with lime and aluminum sulphate. Journal of Water Science, 21(1), 53–67.
3. Achak M., Boumya W., Ouazzani N., Mandi L. 2019. Preliminary assessment of constructed wetlands for nutrient removal from oil mill wastewater (OMW) after passing through a sand filter. Génie écologique, 136, 141-151.
4. Directorate for Water Research and Planning (DWRP). 2020. Study on the development of the National Control Plan against water pollution from industry crushing olives, Mission 1.
5. Aggelis G., Iconomou D., Christou M., Bokas D., Kotzailias S., Christou G., Tsagou V., Papanikolaou S. 2003. Phenolic removal in a model olive oil mill wastewater using Pleurotus ostreatus in bioreactor cultures and biological evaluation of the process. Water Res., 37, 3897 3904.
6. Aharonov-Nadborny R., Tsechansky L., Raviv M., Graber E.R. 2017. Impact of spreading olive mill wastewater on agricultural soils for leaching of metal micronutrients and cations. Chemosphere. 179 :213-221.
7. Ahoussi K. E. 2008. Évaluation quantitative et qualitative des ressources en eau dans le Sud de la Côte d’Ivoire. Application de l’hydrochimie et des isotopes de l’environnement à l’étude des aquifères continus et discontinus de la région d’Abidjan-Agboville”. Thèse de Doctorat de l’Université de Cocody-Abidjan (Côte d’Ivoire), 270 p.
8. Aissam, H. 2003. Study of the biodegradation of oil mill effluents (wastewater) and their recovery by production of the tannase enzyme, Ph.D. Thesis, Sidi Mohamed Ben Abdellah University, p155.
9. Akatumbila L., Mabiala M., Lubini A., Pwema K., Musibono E. A. 2016. Contribution à l’évaluation de la qualité physico-chimique de l’eau : cas de la rivière urbaine Gombe de Kinshasa/République Démocratique du Congo. Larhyss Journal, N°26, 7 -29 p.
10. Alilouch R., El Morabiti K., El Mrihi A. A., Al-Djazouli M. O. 2020. Application of statistical methods to the hydrogeochemical study of groundwater in the Beni Hassan Dorsal (Northern Rif, Morocco); International Journal of Innovation and Applied Studies, vol. 30, no. 2, pp. 546–562.
11. Al-Malah K., Azzam M.O.J., Abu-Lail N.I. 2000. Olive mills effluent (OME) wastewater post treatment using activated clay. Sep. Purif. Technol., 20, 225-234.
12. Assas N., Ayed L., Marouani L., Hamdi M., 2002. Decolorization of fresh and stored-black olive mill wastewaters by Geotrichum candidum. Process Biochemistry, 38(3), 361– 365.
13. Benyahia N., Zein K. 2003. Analysis of olive oil Industry problems and recently developed solutions. 2nd International Conference, Swiss, Environmental Solutions for Emerging Countries (SESEC II) du 28-29 janvier 2003 à Lausanne, Suisse.
14. Bouknana D., Hammouti B., Salghi R., Jodeh S., Zarrouk A., Warad I., Aouniti, A., Sbaa, M. 2014. Physicochemical Characterization of Olive Oil Mill Wastewaters in the eastern region of Morocco. J. Mater. Environnement. Sci. 5 :1039-1058.
15. Capasso R., Cristinzio G., Evidente A. et Scognamiglio F. 1992. Isolation, spectroscopy selective phyto-toxic effects of polyphenols from vegetable waste waters. Phytochem., 31, 4125 4128.
16. De Felice B., Pontecorvo G., Carfagna M. 1997. Dégradation des eaux usées des moulins à huile d’olive par Yarrowia lipolytica ATCC 20255 et Pseudomonas putida. Acta Biotechnol., 17 : 231-239.
17. Dermeche S., Nadour M., Larroche C., Moulti-Mati F., Michaud P. 2013. Olive mill wastes: Biochemical characterizations and valorization strategies. Process Biochem., 48 :1532-1552.
18. Derwich E., Beziane Z., Benaabidate L. & Belghytiet D. 2008. Evaluation of the quality of surface waters of the Fez and Sebou wadis used in market gardening in Morocco. Larhyss Journal, 2008 ; 7, pp. 59-77.
19. DI Giovacchino L., Mascolo A., Seguetti L. 1988. On the characteristics of the vegetation waters of the olives. Riv. Ital. Sostanze Grasse, 71 587.
20. Dogruel S., Olmez-Hanci T., Kartal Z., Arslan-Alaton I., Orhon D. 2009. Effect of Fenton’s oxidation on the particle size distribution of organic carbon in olive mill wastewater. water research, 43(16), 3974-3983.
21. El-Abbassi A., Kiai H., Raiti J., Hafidi A. 2014. Application of ultrafiltration for olive processing wastewaters treatment. J. Clean. Prod.; 65: 432-438.
22. El Rhaouat O., Fareh M. , Sarhan B., Ait Benyouf S., Chiguer H., Rochdi M., Ould Abdlkader C., El Kharrim K., Belghyti D. 2014. Statistical and physic-chemical study of the wastewater olive mill of Sidi Kacem city. International Journal of Innovation and Applied Studies; Vol. 9 No. 2, pp. 757-764.
23. El Hassani F.Z., Zinedine A., Bendriss Amraoui M., Errachidi F., Mdaghri Alaoui S., Aissam H., Merzouki M., Benlemlih M. Characterization of the harmful effect of olive mill wastewater on spearmint. 2009. Journal of Hazardous Materials, Volume 170, Issues 2–3, Pages 779-785, ISSN 0304-3894.
24. Ergüder T. H., Gûven E., Demirer G. N. 2000. Anaerobic treatment of olive mill wastes in batch reactors. Process Biochemistry, 36(3): 243–248.
25. Eroğlu E, Eroğlu I, Gündüz U, Yücel M. Effect of clay pretreatment on photofermentative hydrogen production from olive mill wastewater. Bioresour Technol. 2008 Oct;99(15):6799-808. doi: 10.1016/j.biortech.2008.01.076. Epub 2008 Mar 10. PMID:18334289.
26. Fekhaoui M., Pattee E. 1993. Impact de la ville de Fés sur l’Oued Sebou, Bull. Ins.Sci. 17 (1993) 1-12.
27. Fenice M, Giovannozzi Sermanni G, Federici F, D’Annibale A. 2003. Submerged and solid-state production of laccase and Mn-peroxidase by Panustigrinus on olive mill wastewater-based media, J Biotechnol, 100: 77-85.
28. Gharsallah N, Labat M, Aloui F, Sayadi S. 1999. The effect of Phanerochaete chrysosporium pretreatment of olive mill waste waters on anaerobic digestion, Resources, Conservation and Recycling, Volume 27, Issues 1–2, Pages 187-192, ISSN 0921-3449.
29. Gnagne T., Brissaud F. 2003. Etude des potentialités d’épuration d’effluents d’abattoir par infiltration sur sable en milieu tropical. Sud Sciences &Technologies n°11.
30. Hamdi M. 1993. Thermoacidic precipitation of drakly coloured polyphenols of olive mill wastewaters. Environmental Technology, 14(5): 495–500
31. Hanafi F., Sadif N., Assobhei O., Mountadar M. 2009. Olive oil mill wastewater treatment by means of electrocoaculation with punts aluminium electrodes. Revue des Sciences de l’Eau. Volume 22, numéro 4, 2009, p. 473–485.
32. Hoyos S. G., Nieto L. M., Rubio F. C., Cormenzana, A. R. 2002. Kinetics of aerobic treatment of olive-mill wastewater (OMW) with Aspergillus terreus. Process Biochemistry, 37(10), 1169-1176.
33. Kavvadias V., Elaiopoulos, K., Theocharopoulos, S., Soupios, P. 2017. Fate of potential contaminants due to disposal of olive mill wastewaters in unprotected evaporation ponds. Bull. Environ. Contam. Toxicol. 98, 323–330.
34. Khadari B., Charafi J., Moukhli A., Ater, M. 2008. Substantial Genetic Diversity in Cultivated Moroccan Olive Despite a Single Major Cultivar: A Paradoxical Situation Evidenced by the Use of SSR Loci. Tree Genet Genomes, 4, 213-221.
35. Khoufi S., Aloui F., Sayadi S. 2000. Anaerobic digestion of olive mill wastewater after Ca (OH) 2 pretreatment and reuse adapted. In Proceedings of the International Conference on Wastewater Treatment and Reuse Adapted to Mediterranean Area (WATRAMA) (pp. 85-89).
36. Khoufi S., Feki F., Sayadi S. 2007. Detoxification of waste water from oil mills by electrocoagulation and sedimentation processes. Journal des matières dangereuses, 142 (1-2), 58-67.
37. Kissi M., Mountadar M., Assobhei O., Gargiulo E., Palmieri G., Giardina P. 2001. Roles of two white-rot basidiomycete fungi in decolorisation and detoxification of olive mill waste water. Appl Microbiol. Biotechnol., 57, 221 226.
38. Leger D., Guilleminault C., Dreyfus J.P. , Delahaye C., Paillard M. 2000. Prevalence of insomnia in a survey of 12,778 adults in France. J Sleep Res. 2000 Mar;9(1):35-42. doi: 10.1046/j.1365-2869.2000.00178.x. PMID: 10733687.
39. Martínez-Gallardo M.R., Lopez M.J. Lopez-Gonzalez J.A., Macarena M. J., Francisca Suarez-Estrella F., Perez-Murcia M.D., JSaez J.A., Moral R., Moreno J. 2021. Microbial communities of the olive mill wastewater sludge stored in evaporation ponds: The resource for sustainable bioremediation. J Environ Manage. 2021 Feb 1; 279:111810. doi: 10.1016/j.jenvman.2020.111810. Epub 2020 Dec 17. PMID: 33341726.
40. Mouncif M., Faid M., Achkari-begdouri A., Lhadi R., A. 1995. Biotechnological, Valorization and treatment of olive mill waste waters by selected yeast strains; Grasas y Aceites, vol. 46 Fasc. 344-348.
41. M’Sadak Y. M., Makhlouf M., Amrouni S. E. L. 2015. Évaluation qualitative et possibilités de valorisation biologique de la biomasse oléicole reprise dans le Sahel Tunisien. Journal of New Sciences, Agriculture and Biotechnology, 18(4), 668-678.
42. Paredes C., Cegarra J., Roig A., Sanchez Monedero M.A., Bernal M.P. 1999. Characterization of olive mill wastewater (alpechin) and its sludge for agricultural purposes, Bioressource Technologie 67. p: 111-115.
43. R Core Team (2021). R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. URL https://www.R-project.org/.
44. Rais Z., El Haji M., Benabbou M., Majbar Z., Lahlou K., Taleb M., Zaytouni Y., Rheribi R., Bouka H., Nawdali M. 2017. Margines : traitement, valorisation dans la germination des graines de tomate et dans la filière de compostage. Revue des sciences de l’eau / Journal of Water Science, 30(1), 57–62.
45. Rajhi H., Mnif I., Abichou M., Rhouma A. 2018. Assessment and valorization of treated and nontreated olive mill wastewater (OMW) in the dry region. Int. j. recycl. org. waste agric., 7: 199-210.
46. Ranalli A. 1991. The effluent from olive mills: Proposals for re-use and purification with reference to Italian legislation. Olivae. 37: 30-39.
47. Rocha C., Soria M.A., Madeira L.M. 2018. Thermodynamic analysis of olive oil mill wastewater steam reforming. J. Energ. Instit. In Press; xxx: 1-11.
48. RODIER J. 1984. L’analyse de l’eau : eaux naturelles, eaux résiduaires, eau de mer, 7e édition : DUNOD, BORDAS, Paris, France, 1365p.
49. Suna Erses Yay A., Volkan Oral H., Turgut Onay T., Yenigün O. A. 2012. study on olive oil mill wastewater management in Turkey: A questionnaire and experimental approach. Resour. Conserv. Recy. 60: 64-71.
50. Terral J.F. & Ater M. 2016. Implications écologiques de l’étude de la plasticité de caractères anatomiques du bois d’olivier (Olea europaea L.). In : Ater M., Essalouh L., Ilbert H., Moukhli A., Khadari B., (éds). L’oléiculture au Maroc : de la préhistoire à nos jours : pratiques, usages, commerce et politiques. Montpellier : CIHEAM. p. 171-179. (Options Méditerranéennes : Série A. : Séminaires Méditerranéens ; n. 118).
51. Tosti S., Fabbricino M., Pontoni L., Palma V., Ruocco C. 2016. Catalytic reforming of olive mill wastewater and methane in a Pd-membrane reactor. Int. J. Hydrogen Energy. 41: 5465-5474.
52. Tsioulpas A., Dimou D., Iconomou D. & Aggelis G. 2002. Phenolic removal in olive oil mill wastewater by strains of Pleurotus spp. in respect to their phenol oxidase (laccase) activity. Bioresour. Technol., 84, 251-257.
53. Vitolo S., Petarca I. , Bresci B. 1999. Treatment of olive oil industry wastes. Bioresour. Technol., 2, 129.
54. Yaakoubi A., Chahlaoui A., Elyachioui M., Chaouch A. 2010. Bull. Soc. Pharm. Bordeaux. 149, 43-56.
55. Yao K. S. A., Ahoussi, K. E. 2021. Application des méthodes statistiques multivariées à l’étude hydrochimique des eaux souterraines dans un environnement minier du Centre-Ouest de la Côte d’Ivoire : cas du Département de Divo. Afrique SCIENCE, 18(4), 53-68.
56. Zaier H., Chmingui W., Rajhi H., Bouzidi D., Roussos S., Rhouma A. 2017. Physico-chemical and microbiological characterization of olive mill wastewater (OMW) of different regions of Tunisia (North, Sahel, South). Caractérisation physico-chimique et microbiologique des margines de différentes régions de la Tunisie (Nord, Sahel, Sud). 48. 2888-2897.
57. Zerhouni R.A. 2003. Flore algale des eaux usées de la ville de Fès et étude de la capacité de certaines espèces à éliminer la charge azotée, phosphatée et quelques métaux lourds (Chrome et Cadmium). Thèse de Doctorat, Faculté des Science, Dhar El Mahraz, Fès, Maroc, pp. 146.
58. Zghari B., Doumenq P., Romane A., Boukir A. 2017. GC-DM, FITR and 1H ,13C NMR Structural Analysis and Identification of Phenolic Compounds in Olive Mill Wastewater Extracted from Oued Oussefrou Effluent (Beni Mellal-Morocco. J. Mater. Environnement. Sci. 8(12):4496-4509.
59. Zghari B., Benyoucef F., Boukir A. 2018. Environmental impact of vegetable waters on the waters of Oued Oussefrou: physico-chemical characterization and evaluation by gas chromatography coupled with mass spectrometry (cpg-sm). American Journal of Innovative Research and Applied Sciences. ISSN 2429-5396.

Uwagi

Opracowanie rekordu ze środków MEiN, umowa nr SONP/SP/546092/2022 w ramach programu "Społeczna odpowiedzialność nauki" - moduł: Popularyzacja nauki i promocja sportu (2022-2023).

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Bibliografia

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