Spatial Data Modeling Based MCE Fuzzy Logic for Petroleum Exploration in part of Say'un-Masilah Basin of Yemen

Arafat Mohammed Aseri


GIS Provides spatial and analytical support to assess multicriteria (MCE) methods, which are used to combine data to show areas best fulfilling specific criteria. Petroleum explorations would benefit from an MCE method that is spatial, is flexible for combining heterogeneous data, considers the interpretive nature of the data, is geologically applicable, and is applicable for frontier areas or where little information exists regarding probabilities of the presence of petroleum .This study proposes a GIS-based MCE method for petroleum exploration based on fuzzy logic, which fulfills the previously stated requirements using 9 subcriteria combined to produce a favorability map of potential exploration areas. A case study applied to Sayun Almasilah Basin East Yemen. We conclude that the method can be applied in an exploration setting and, as such, is applicable for other regions of the world.


Petroleum Exploration ,Spatial Modeling, MCE, Fuzzy Logic, favorability zones,

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Aminzadeh, F., 1994. Applications of fuzzy expert systems in integrated oil exploration. Computers and Electrical Engineering 20, 89-97. doi:10.1016/0045-7906(94)90023-X.

An, P., Moon, W.M., Rencz, A., 1991. Application of fuzzy set theory for integration of geological, geophysical and remote sensing data. Canadian Journal of Exploration Geophysics 27, 1–11.

Andriantiatsaholiniaina, L., Kouikoglou, V.S., Phillis, Y.A., 2004. Evaluating strategies for sustainable development:Fuzzy logic reasoning and sensitivity analysis. Ecological Economics 48, 149-172. doi:10.1016/j.ecolecon.2003.08.009.

Arafat, M.M., Palanivel, K., Kumanan, C.J., Ramsey, S.M., 2010. Significance of surface lineaments for oil and Gas Explorations in part of Sabatayn Basin, Yemen. Journal of Geography and Geology 2, 119-228.

Arafat, M.M., Palanivel, K., Kumanan, C.J., Ramsamy, S.M., 2011. Spatial Analysis of Geosystem Parameters for Hydrocarbon Prospecting in part of Yemen. Journal of Geomatics 5, 25-29.

Arlegui, L.E., Soriano, M.A., 1998, Characterizing lineaments from satellite images and field studies in the central Ebro basin (NE Spain). International Journal of Remote Sensing 19, 3169-3185.

Beydoun, Z.R., 1997. Introduction to the revised Mesozoic stratigraphy and nomenclature for Yemen. Marine and Petroleum Geology 14, 617–629.

Beydoun, Z.R., As-Saruri, A.L., Mustafa, El-Nakhal, Hamed, Al-Gan, I.N., Baraba, R.S., Nani, A.S.O., Al-Aawah, M.H., 1998. International Lexicon of Stratigraphy, Volume III, Republic of Yemen, Second Edition: International Union of Geological Sciences and Ministry of Oil and Mineral Resources, Republic of Yemen. (Publication, 34).

Bingham L., Zurita M.R., Escalona A., 2012. Geographic information system–based fuzzy-logic analysis for petroleum exploration with a case study of northern South America. AAPG Bulletin 96, 2121–2142.

Bonham-Carter, G.F., 1994. Geographic Information Systems for Geoscientists Modeling with GIS: computer methods in the geosciences. Pergamon Press, Oxford.

Carter, S., 1991. Site search and multicriteria evaluation. Planning Outlook 34, 27-36.

Carver, S.J., 1991. Integrating multicriteria evaluation with geographical information systems. International Journal of Geographical Information Systems 5, 321-339. doi:10.1080/02693799108927858.

Csato, I., Habib, A., Kiss, K., Kocz, I., Kovacs, Z., Lorincz, K., and Milota, K., 2001. Play concepts of oil exploration in Yemen. Oil and Gas Journal 99, 68–74.

Greenwood, W.R., Anderson, R.E., Fleck, R.J., Roberts, R.J., 1980. Precambrian geologic history and plate tectonic evolution of the Arabian Shield. Directorate General of Mineral Resources, Ministry of Petroleum and Mineral Resources, Jiddah. (Bulletin, 24).

Heywood, I., Oliver, J., Tomlinson, S., 1995. Building an exploratory multicriteria modeling environment for spatial decision support. Innovations in GIS 2, 127-136.

Heywood, I., Cornelius, S., Carver, S., 2006. An Introduction to Geographical Information Systems. Pearson Prentice Hall, Harlow.

Husseini, M.I., 1989. Tectonic and deposition model of Late Precambrian–Cambrian Arabian and adjoining plates. AAPG Bulletin 73, 1117–1131.

Jungwirth, J., As-Saruri, M., 1990. Structural evolution of the platform cover on southern Arabian Peninsula (P.D.R. Yemen). Zeitschrift fur Geologische Wissenschaft 18, 505–514.

Lalor, J.H., 1987. The Olympic Dam copper-uranium-gold deposit, South Australia. Transactions Fourth Circum-Pacific Energy and Mineral Resources Conference, Singapore.American Association Petroleum Geologists, 561-567.

Mostafa, M., Zakir, F., 1996. New enhanced techniques for azimuthal analysis of lineaments for detecting tectonic trends in and around the Afro-Arabian Shield. International Journal of Remote Sensing17, 2923–2943.

O'Driscoll, E.S.T., Campbell, I.B., 1997. Mineral deposits related to Australian continental ring and rift structures with some terrestrial and planetary analogies. Global Tectonics and Metallogeny 6, 83-101.

Putnam, P.E., Kendall, G., Winter, D.A., 1997. Estuarine deposits of the Upper Qishn formation (Lower Cretaceous), Masila regionYemen. AAPG Bulletin 81, 1306–1329.

Redfern, P., Jones, J.A., 1995, The interior rifts of Yemen Analysis of basin structure and stratigraphy in a regional plate tectonic context. Basin Research 7, 337–356.

Saaty, R., 1987. The analytical hierarchy process: what it is and how it is used. Mathematical Modeling 9, 161-176. doi:10.1016/02700255(87)90473-8.

Sawatzky, D.L., Raines, G.L., Bonham-Carter, G.F., Looney, C.G, .2009. Spatial data modeller (SDM): ArcMAP 9.3geoprocessing tools for spatial data modeling using weights of evidence, logistic regression, fuzzy-logic and neural networks. Available: Access: Jan., 15, 2011.

Schlumberger, 1992. Looking for Yemen’s hidden treasure. Middle East Well Evaluation Review 12, 12–20.

Suzen, M.L., Toprak, V., 1998. Filtering of satellite images in geological lineament analyses: an application to a fault zone in Central Turkey. International Journal of Remote Sensing 19, 1101–1114.

Tounsi, M., 2005. An approximate reasoning-based technique for oil assessment. Expert Systems with Applications 29, 485-491. doi:10.1016/j.eswa.2005.05.001.

Voogd, H., 1983. Multicriteria Evaluation for Urban and Regional Planning. Pion Limited, London.

Woodall, R., 1993. The multidisciplanary team approach to successful mineral exploration, Society of Economic Geologists Newsletter 14, 1-6.

Woodall, R., 1994. Empiricism and concept in successful mineral exploration. Australian Journal of Earth Sciences 41, 1-10.

Wright, D.F., Bonham-Carter, G.F., 1996. VHMS favorability mapping with GIS-based integration models. Geological Survey of Canada Bulletin 426, 339-376.

Zakir, F., Qari, M., Mostfa, M., 1999. A new optimising technique for preparing lineament density maps. International Journal of Remote Sensing 20, 1073–1085.


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