Abstract
The olive oil processing industry requires large quantities of water and generates huge quantities of toxic olive mill waste water (OMWW). In Tunisia, these effluents are often stored in evaporation ponds. In some cases, notably the region of Sousse, the distribution of these tanks hinders the discharge operation. In the present work, a prospective analysis based on a multi-criteria analysis was carried out to propose adequate locations for the installation of new storage tanks in congruity with the regional strategic plan in uncovered areas’ recommendation. Taking into account hydro-geological, environmental, and socio-economic dimensions, the Geographic Information System (GIS) tool and the multi-criteria analysis method of over-classification ELECTRE III were implemented. The overall analysis proposes appropriately distributed locations of storage tanks extensions in uncovered delegations of Sousse region, which can represent a powerful support to local decision-makers.
Similar content being viewed by others
Notes
Sahel: The Sahel or more precisely the Central East Tunisia Region is an area of central eastern Tunisia and one of the Six Tunisian Regions. It stretches along the eastern shore, from Hammamet in the north to Mahdia in the south, including the governorates of Monastir, Mahdia, and Sousse. Its name derives from the Arabic word sāḥil, meaning "shore" or "coast".
Data of the Tunisian Ministry of Agriculture.
Abbreviations
- OMWW:
-
Olive mill waste water
- GIS:
-
Geographic Information System
References
Akgun A, Türk N (2010) Landslide susceptibility mapping for Ayvalik Western Turkey and its vicinity by multicriteria decision analysis. Environ Earth Sci 61:595–611. https://doi.org/10.1007/s12665009-0373-1
Al-Adamat R, Diabat A, Shatnawi G (2010) Combining GIS with multicriteria decision making for siting water harvesting ponds in Northern Jordan. J Arid Env 74:1471–1477. https://doi.org/10.1016/j.jaridenv.2010.07.001
Ayadi M (2013) L’huile d’olive: un processus maîtrisé. Guide de l’huile d’olive, édition: Chambre de Commerce de Sfax- Tunisia. http://www.tunisiaoliveoil.com/titre_etude/de-lolivier-a-lhuile-un-processus-maitrise/
Aydi A, Abichou T, Hamdi Nasr I, Louati M, Zairi M (2016) Assessment of land suitability for olive mill wastewater disposal site selection by integrating fuzzy logic, AHP, and WLC in a GIS. Environ Monit Assess 188:59
Baban SMJ, Flannagan J (1998) Developing and implementing GIS-assisted constraints criteria for planning landfill sites in the UK. Plan Pract Res 13:139–151
Banai-Kashani R (1989) A new method for site suitability analysis: an analytic hierarchy process. Environ Manag 13:693–785. https://doi.org/10.1007/BF01868308
Bantayan NC, Bishop ID (1998) Linking objective and subjective modeling for landuse decision-making. Land Urban Plan 43:35–48. https://doi.org/10.1016/S0169-2046(98)00101-7
Carver S (1991) Integrating multi-criteria evaluation with geographical information systems. Inter J Geogr Inform Syst 5:321–339. https://doi.org/10.1080/02693799108927858
Chouchene A, Jeguirim M, Trouve G, Favre-Reguillon A, Le Buzit G (2010) Combined process for the treatment of olive oil mill wastewater: absorption on swadust and combustion of the impregnated sawdust. Biores Technol 101:6962–6971. https://doi.org/10.1016/j.biortech.2010.04.017
Dai FC, Lee CF, Zhang XH (2001) GIS-based geo-environmental evaluation for urban land-use planning: a case study. Eng Geol 61:257–271. https://doi.org/10.1016/S0013-7952(01)00028-X
Dourou M, Kancelista A, Juszczyk P, Sarris D, Bellou S, Triantaphyllidou I, Rywinska A, Papanikolaou S, Aggelis G (2016) Bioconversion of olive mill wastewater into high-added value products. J Clean Prod 139:957–969. https://doi.org/10.1016/j.jclepro.2016.08.133
Eastman JR (1993) Idrisi ver.4.1 users guide and technical reference. Graduate School of Geography, Clark University, Worcester
Eastman JR (2003) IDRISI Kilimanjaro: guide to GIS and image processing. Clark Labs, Clark University, Worcester, p 328
Eastman JR, Jin W, Kyem PAK, Toledano J (1995) Raster procedures for multi-criteria/multi-objective decisions. Photogramm Eng Remote Sens 61:539–547
Eskandari M, Homaee M, Mahmodi S (2012) An integrated multi criteria approach for landfill siting in a conflicting environmental, economical and socio-cultural area. Waste Manage 32:1528–1538
Filippini-Alba JM, De Souza Filho CR (2010) GIS-based environmental risk assessment in the Ribeira Valley, Sao Paulo, Brazil. Environ Earth Sci 59:1139–1147. https://doi.org/10.1007/s12665-0090104-7
Gemitzi A, Tsihrintzis VA, Voudrias E, Petalas Ch, Stravodimos G (2007) Combining geographic information system, multicriteria evaluation techniques and fuzzy logic in siting MSW landfills. Environ Geol 51:797–811. https://doi.org/10.1007/s00254-006-0359-1
Gilliams S, Raymaekers D, Muys B, Van Orshoven J (2005) Comparing multiple criteria decision methods to extend a geographical information system on afforestation. Comput Electron Agric 49:142–158. https://doi.org/10.1016/j.compag.2005.02.011
Giordano LC, Riedel PS (2008) Multi-criteria spatial decision analysis for demarcation of greenway: a case study of the city of Rio Claro, São Paulo, Brazil. Land Urb Plan 84:301–311. https://doi.org/10.1016/j.landurbplan.2007.09.006
Gorsevski PV, Jankowski P (2010) An optimized solution of multi-criteria evaluation analysis of landslide susceptibility using fuzzy sets and Kalman filter. Comput Geosci 36:1005–1020
Gorsevski PV, Donevska KR, Mitrovski CD, Frizado JP (2012) Integrating multicriteria evaluation techniques with geographic information systems for landfill site selection: a case study using ordered weighted average. Waste Manage 32:287–296
Hiscock KM, Lovett AA, Brainard JS, Parfitt JP (1995) Groundwater vulnerability assessment: two case studies using GIS methodology. Intern J Rock Mech Min Sci Geomech 28:179–194. https://doi.org/10.1016/0148-9062(96)83816-2
IOC (2020) International Olive Council. https://www.internationaloliveoil.org/nos-missions/economic-affairs-promotion-unit/?lang=fr#figures
Jankowski P (1989) Mixed-data multicriteria evaluation for regional planning: a systematic approach to the decision-making process. Environ Plan 21:349–362. https://doi.org/10.1068/a210349
Joerin F, Musy A (2000) Land management with GIS and multicriteria analysis. Inter Transact Operat Res 7:67–78. https://doi.org/10.1111/j.1475-3995.2000.tb00185.x
Kamal M, Al-Harbi AS (2001) Application of the AHP in project management. Intern J Project Manag 19:19–27. https://doi.org/10.1016/S0263-7863(99)00038-1
Khamehchiyan M, Nikoudel MR, Boroumandi M (2011) Identification of hazardous waste landfill site: a case study from Zanjan province. Iran Environ Earth Sci 64:1763–1776
Khdair IA, Abu-Rumman G (2017) Evaluation of the environmental pollution from olive mills wastewater, Fresenius Environ. Bull 26(4):2537–2540
Komnitsas K, Zaharaki D (2012) Pre-treatment of olive mill wastewaters at laboratory and mill scale and subsequent use in agriculture: legislative framework and proposed soil quality indicators. Resour Conserv Recy 69:82–89
Kontos TD, Komilis DP, Halvadakis CP (2003) Siting MSW landfills on Lesvos Island with a GIS based methodology. Waste Manage Res 21:262–277
Liu JG, Mason P, Hilton F, Lee H (2004) Detection of rapid erosion in SE Spain: a GIS approach based on ERS SAR coherence imagery. Photogramm Eng Remote Sens 70(10):1197–1285
Malczewski J (1999) GIS and multicriteria decision analysis. Wiley, New York, p 392
Malczewski J (2006) Ordered weighted averaging with fuzzy quantifiers: GIS-based multicriteria evaluation for land-use suitability analysis. Intern J Appl Earth Observ Geoinform 8:270–277. https://doi.org/10.1016/j.jag.2006.01.003
Mamat NJZ, Daniel JK (2007) Statistical analyses on time complexity and rank consistency between singular value decomposition and the duality approach in AHP: a case study of faculty member selection. Math Comput Model 46:1099–1106. https://doi.org/10.1016/j.mcm.2007.03.025
Martel JM (1999) L’aide multicritère à la décision: méthodes et application. CORS-SCRO. Annual conference, Ontario. https://www.cors.ca/sites/default/files/bulletin/v33n1_1f.pdf
Moeinaddini M, Khorasani N, Danehkar A, Darvishsefat AA, Zienalyan M (2010) Siting MSW landfill using weighted linear combination and analytical hierarchy process (AHP) methodology in GIS environment (case study: Karaj). Waste Manage 30:912–920
Mustajoki J, Hämäläinem RP (2007) Smart-Swaps—a decision support system for multicriteria decision analysis with even swaps method. Decis Support Syst 44:313–325. https://doi.org/10.1016/j.dss.2007.04.004
Nazari A, Salarirad MM, Aghajani BA (2012) Landfill site selection by decision-making tools based on fuzzy multiattribute. Environ Earth Sci 65:1631–1642
Papadopoulos A, Karagiannidis A (2008) Application of the multicriteria analysis method Electre III for the optimisation of decentralised energy systems. Intern J Manag Sci 36:766–776. https://doi.org/10.1016/j.omega.2006.01.004
Pereıra JMC, Duckstein L (1993) A multiple criteria decision-making approach to GIS-based land suitability evaluation. Inter J Geograph Inform Syst 75:407–424
Pradhan B (2010) Use of GIS-based fuzzy logic relations and its cross application to produce landslide susceptibility maps in three test areas in Malaysia. Environ Earth Sci. https://doi.org/10.1007/s12665010-0705-1
Roy B (1985) Méthodologie multicritère d’aide à la décision. Economica. Coll. Gestion, Paris, p 423p
Saaty TL (1977) A Scaling method for priorities in hierarchical structures. J Math Psychol 15:234–281. https://doi.org/10.1016/0022-2496(77)90033-5
Saaty TL (1980) The analytical hierarchy processes. McGraw Hill, New York
Saaty TL, Vargas LG (1991) Prediction, projection and forecasting. Kluwer Academic Publishers, Dordrecht
Sahnoun H, Serbaji MF, Karray B, Medhioub K (2012) GIS and multi-criteria analysis to select potential sites of agro-industrial complex. Environ Earth Sci 66:2477–2489
Sauri-Riancho MR, Cabanas-Vargas DD, Echeverrıa-Victoria M, Gamboa-Marrufo M, Centeno-Lara R, Mendez-Novelo RI (2011) Locating hazardous waste treatment facilities and disposal sites in the State of Yucatan, Mexico. Environ Earth Sci 63:351–362. https://doi.org/10.1007/s12665-010-0706-0
Sener B, Süzen ML, Doyuran V (2006) Landfill site selection by using geographic information systems. Environ Geol 49:376–388. https://doi.org/10.1007/s00254-005-0075-2
Shabou R, Zairi M, Kallel A, Neji J, Ben Dhia H (2009) GIS and multi-criteria analysis for OMW disposal site choice. Waste Resour Manag 162:1–10
Van der Merwe JH (1997) GIS-aided land evaluation and decision making for regulating urban expansion: a South African case study. Geo J 34:135–151. https://doi.org/10.1023/A:1006871603701
Vincke Ph (1992) Multicriteria decision aid. Wiley and Sons, New York
Xiang WN, Whitley DL (1994) Weighting land suitability by the PLUS method. Environ Plann B Plann Des 21:273–304
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Elkadri, A., Elfkih, S., Sahnoun, H. et al. Storage tanks’ olive mill wastewater management in Tunisia. Sustain. Water Resour. Manag. 8, 14 (2022). https://doi.org/10.1007/s40899-021-00593-x
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s40899-021-00593-x