Site Suitability Assessment for Petroleum hubs and Oil retail assets in the Jomoro District: A Hybrid Approach using Fuzzy AHP and VIKOR Method

Authors

  • Asenso Geo-Informatics Division, Building and Road Research Institute (CSIR-BRRI), Kumasi, Ghana
  • N. Lamkai Geo-Informatics Division, Building and Road Research Institute (CSIR-BRRI), Kumasi, Ghana
  • E. K. Larbi Geo-Informatics Division, Building and Road Research Institute (CSIR-BRRI), Kumasi, Ghana
  • M.S. Peprah Department of Geomatic Engineering, University of Mines and Technology
  • B. Asamoah Geo-Informatics Division, Building and Road Research Institute (CSIR-BRRI), Kumasi, Ghana
  • P. Okantey Geo-Informatics Division, Building and Road Research Institute (CSIR-BRRI), Kumasi, Ghana

DOI:

https://doi.org/10.58825/jog.2023.17.2.59

Keywords:

Multi-criteria decision analysis, petroleum infrastructure, Fuzzy AHP, VIKOR, petroleum hubs, oil retail assets

Abstract

Petroleum Infrastructure is indispensable considering the current local and global energy demands, however explosions from such establishments often cause loss of lives and properties within the surrounding communities thereby posing great concern to government and the citizenry. This condition calls for research that would provide meaningful solutions to mitigate this menace. Unlawful siting of oil refineries, petrochemical plants, berthing terminals, pipelines, storage terminals, oil and gas retail assets results from non-consideration of environmental impact on growing human population, competition for customers and lack of enforcement of energy standards. The study aims to employ a multifaceted approach comprising of suitability, proximity and spatial statistical analysis in assessing viable areas for developing petroleum hubs in the district. This study further investigated the efficiency of the method and level of compliance to standards set by the Ministry of Energy, Environmental Protection Agency (EPA) and the Town and Country Planning Department through validation using the newly acquired land for petroleum hub and existing filling stations in the study area. Primary and secondary data were used for the study. The primary data consist of locations of oil and gas filling stations picked with the Garmin handheld GPS and surveyed boundary of the land. The secondary data was obtained from the Survey and Mapping division of the land commission of Ghana. It comprises of topographic data, geology and soil maps from which soil types, lithology, roads networks, water bodies, terrain slope and land use features of the area were extracted and used. The dataset was reclassified and weighted using Fuzzy AHP and VIKOR. Spatial analyses were carried out using ArcGIS software to show areas suitable or otherwise for siting petroleum hubs in the study area. Results shows 67.44% of the area are highly suitable for establishment of petroleum hubs, 32.33% of the area falls within moderate suitability zones whereas the least suitability zones occupied 0.23% of the total area. The newly acquired government land for the petroleum hub project fell within the highly suitable zone confirming the validity of the studies in comparison with studies from field experts via environmental impact assessment. The proposed petroleum hub covered areas dominated by very high and high area suitability for its establishment constituting 75.9 km2 (90.3%) of its entire area whereas the moderate suitability zones constituted 8.2 km2 (9.7%) of the remaining areas. Towns situated in very high areas includes;  Bakakole Nkwanta, Ahobre, Nawule,  Allowule, Tikobo No.1, Edu, Damofu, Ave lenu and Ebonloa, Mpatabo. High areas comprises of Kengen Kpokezo, Alenda wharf, Tekyinta. Anwonakrom, Nkwamta, Elubo and Agege are among the moderate and low area zones for hub and oil retail assets establishment 75% of the oil retail assets complied with the required set standards whiles 25% defaulted. The integration of GIS techniques with multi-criteria decision analyses has proved to be an effective tool for selecting suitable sites for petroleum hubs, oil retail assets and very useful in determining places of high fire risk for proper planning of the area. It is recommended that the authorities and stakeholders put measures in place to educate, perform site suitability assessment and enforce set standards in establishment of petroleum infrastructure.

References

Abdullah, A. S. (2021). An Integrated Neutrosophic SWARA and VIKOR Method for Ranking Risks of An Integrated Neutrosophic SWARA and VIKOR Method for Ranking Risks of Green Supply Chain. Neutrosophic Sets and Systems, 40, 114–126. https://doi.org/10.5281/zenodo.4625690

Abudu, H., and Sai, R. (2020). Examining prospects and challenges of Ghana ’ s petroleum industry : A systematic review. Energy Reports, 6, 841–858. https://doi.org/10.1016/j.egyr.2020.04.009

Ackah, I., Osei, E., Xavier, F., Tuokuu, D., and Bobio, C. (2018). Oiling the wheels of sub-national development : An overview of development plan implementation in the Western region of The Extractive Industries and Society. December. https://doi.org/10.1016/j.exis.2018.12.002

Addai, E. K., Tulashi, S. K., Annan, J. ., and Yeboah, I. (2016). Trend of fire outbreaks in Ghana and ways to prevent these incidents, Safety and Health at Work. 7, 284–292.

Akay, A. E., & Erdogan, A. (2017). GIS-Based multi- criteria decision analysis for forest fire risk mapping ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. 2017 4th International GeoAdvances Workshop, Vol. IV-4/(Safranboln, Karabuk, Turkey), 25–30.

Akay, A. E., and Yilmaz, B. (2017). Using GIS and AHP for planning primer transportation of forest products”, ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. 2017 4th International GeoAdvances Workshop, Vol. IV-4/(Safranboln, Karabuk, Turkey), 19–24.

Andoh, G. G., and Offei-Addo, E. (2014). 2010 Population and Housing Census District Analytical Report Jomoro district. https://doi.org/www.statsghana.gov.gh

Aslani, M., and Alesheikh, .A .A. (2011). Site selection for small gas stations using GIS. Scientific Research and Essays, 6(15), 3161–3171.

Bank, A. D. (2009). Oil and Gas in Africa. https://doi.org/ISBN 978-0-19-956578-8

Behrens, T., and Scholten, T. (2006). Digital soil mapping in Germany. A Review. J. Soil Sci. Plant Nutr, 169, 434–443.

Boroushaki, S., and Malczewski, J. (2008). Implementing and extension of the analytical hierarchy process using ordered weighted averaging operators with fuzzy quantifiers in ArcGIS. Comput. Geosci, 34, 399–410.

Broekhuizen, H., C.G.M., Groothuis-Oudshoorn, J. A., Van Til, J. M., Hummel, & Ijzerman, M. J. (2015). A review and classification of approaches for dealing with uncertainty in multi-criteria decision analysis for healthcare decisions. Pharmaco Economics, 33, 445–455.

Damnyag, L., Saastamoinen, O., Blay, D., Dwomoh, F. K., Anglaaere, L. C. N., and Pappinen, A. (2013). Sustaining protected areas: Identifying and controlling deforestation and forest degradation drivers in the Ankasa Conservation Area, Ghana. Biological Conservation, 165, 86–94.

Danvi, A., Jütten, T., Giertz, S., Zwart, S. J., and Diekkrüger, B. (2016). A spatially explicit approach to assess the suitability for rice cultivation in an inland valley in central Benin. Agric. Water Manag, 177, 95–106.

Fazlollahtabar, H., Eslami, H., and Salmani, H. (2009). Designing a fuzzy expert system to evaluate alternatives in fuzzy analytic hierarchy process. Journal of Software Engineering and Applications, 3, 409–418. https://doi.org/doi:10.4236/jsea.2010.34046

Firoozi, M. A., Goodarzi, M., and Shirali, R. (2017). Assessment and potential survey of lands in Khuzestan Province using the Buckley Geometric Mean Model and Geographic Information System (GIS). Open Journal of Geology, 7, 234–241.

Ghana districts. (2013). Jomoro Western Region. accessed from www.ghanadistricts.gov.gh/districts on 06/05/2022

Ghanbarie, E., Jafarzadeh, A. A., Shahbazi, F., and Servati, M. (2016). Comparing Parametric Methods (the Square Root and the Storie) with the Fuzzy Set Theory for Land Evaluation of Chase Region for Wheat. Int. J. Adv. Biotechnol. Res, 7, 343–351.

Guler, D. ., & Yomralioglu, T. (2017). A GIS-Based landfill site selection approach using spatial multi-criteria decision-making methods, International Symposium on GIS Applications in Geography and Geosciences. Istanbul, Turkey, 1–8.

Jomoro District Assembly. (2010). District Medium Term Development Plan, under the Ghana Shared and Development Growth Agenda 1. accessed on May 6, 2022

Kihoro, J., Bosco, N. J., and Murage, H. (2013). Suitability analysis for rice growing sites using a multi-criteria evaluation and GIS approach in Great Mwea Region. Springer Plus, 365(2), 1–9.

Kim, S., Lee, H., and Lin, Y. (2019). Geometric mean block matrices, Linear Algebra and its Applications. 575, 299–313. https://doi.org/https://doi.org/10.1016/j.laa.2019.04.008

Kumi-Boateng, B., Peprah, M. S., and Larbi, E. K. (2020). The integration of Analytical Hierarchy Process ( AHP ), Fuzzy Analytical Hierarchy Process ( FAHP ), and Bayesian Belief Network ( BBN ) for flood-prone areas identification – A Case study of the Greater Accra region , Ghana. 14(2), 138–154.

Kusimi, J. M., and Appati, J. . (2012). Bushfires in the Krachi District: The socio-economic and environmental implications, International Archives of the Photogrammetry. Remote Sensing and Spatial Information Sciences, XXXIX-B8, 2012 XXII ISPRS Congress, 25 August(Melbourne, Australia), 39–44.

Mardani, A., Zavadskas, E. K., and Govindan, K. (2016). VIKOR Technique : A Systematic Review of the State of the Art Literature on Methodologies and Applications. Sustainability. 2016, 8(37), 1–38. https://doi.org/10.3390/su8010037

Mosleh, Z., Salehi, M. H., Fasakhodi, A. A., Jafari, A., Mehnatkesh, A., & Borujeni, I. . (2017). Sustainable allocation of agricultural lands and water resources using suitability analysis and mathematical multi-objective programming. Geoderma, 303, 52–59.

Mugiyo, H., Chimonyo, V. G. P., Sibanda, M., Kunz, R., Masemola, C. R., Modi, A. T., and Mabhaudhi, T. (2021). Evaluation of Land Suitability Methods with Reference to Neglected and Underutilised Crop Species : A Scoping Review. 1–24.

Njoku, C. G., and Alagbe, A. O. (2015). Site Suitability Assessment of Petrol Filling Stations ( PFSs ) in Oyo Town , Oyo State , Nigeria : a Geographic Information Systems ( GIS ) Approach. IOSR Journal of Environmental Science, Toxicology and Food Technology (IOSR-JESTFT), 9(12), 8–19. https://doi.org/10.9790/2402-091230819

Norman, I. D., Awiah, B. M., Aikins, M. K., and Binka, F. N. (2015). Review of catastrophe fires and risk communication, Ghana. Advances in Applied Sociology, 5, 167–177.

Peleckis, K. (2022). Application of the Fuzzy VIKOR Method to Assess. Energies. 2022, 15(1349), 1–16. https://doi.org/. https:// doi.org/10.3390/en15041349

Peprah, M. S., Boye, C., Appau, P. O., and Larbi, E. K. (2018). Suitability analysis for siting oil and gas filling stations using multi-criteria decision analysis and GIS approach – A case study in Tarkwa and its environs. 12(2)(October 2018), 158–166.

Sharma, L. K., Kanga, S., Nathawat, S., Sinha, S., and Pandey, P. C. (2012). Fuzzy Ahp for forest fire risk modelling, Disaster Prevention and Management. 2(21), 160–171. https://doi.org/10.1108/09653661211219964

Taghizadeh, R., Nabiollahi, K., Kerry, R., and Scholten, T. (2020). Land Suitability Assessment and Agricultural Production Sustainability Using Machine Learning Models. April. https://doi.org/10.3390/agronomy10040573

Tah, D. S. (2017). GIS-Based locational analysis of petrol filling stations in Kaduna Metropolis. Science World Journal, 12(2), 8–13.

Ten. (2014). Tweneboa, Enyenra, Ntomme (TEN) Project, Ghana. Final Environmental Impact Statement, I(September). https://doi.org/00002-E78-ES-RPT-0007 – REV 1

Uzochukwu, O. C., Lilian, O. O., Uchenna, O. T., & Ugbomhe, U. O. (2018). Business development and sustainability of selected petrol stations in Anambra State of Nigeria. Africa Journal of Business Management, 12(1), 11–20.

Xiaoguang, T., Jiong, Z., and Bo, F. (2015). ScienceDirect Strategic analysis on establishing a natural gas trading hub in China. Natural Gas Industry B, 1(2), 210–220. https://doi.org/10.1016/j.ngib.2014.11.014

Downloads

Published

2023-10-31

How to Cite

D. Asenso-Gyambibi, Lamkai, N., Larbi, E. K., Peprah, M., Asamoah, B., & Okantey, P. (2023). Site Suitability Assessment for Petroleum hubs and Oil retail assets in the Jomoro District: A Hybrid Approach using Fuzzy AHP and VIKOR Method. Journal of Geomatics, 17(2), 119–133. https://doi.org/10.58825/jog.2023.17.2.59