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

Year 2017, Volume: 4 Issue: 2, 103 - 115, 15.05.2017
https://doi.org/10.30897/ijegeo.312616

Abstract

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.

References

  • Aminzadeh, F. (1994). Applications of fuzzy expert systems in integrated oil exploration: Computers and Electrical Engineering, Vol: 20: 89-97.
  • An, P., W. M. Moon , and A. Rencz (1991). Application of fuzzy set theory for integration of geological, geophysical and remote sensing data, Canadian Journal of Exploration Geophysics, vol. 27: 1–11.
  • Andriantiatsaholiniaina, L., V. S. Kouikoglou, and Y. A. Phillis. (2004). Evaluating strategies for sustainable development:Fuzzy logic reasoning and sensitivity analysis: Ecological Economics, vol.48: 149-172.
  • Arafat M. M., Palanivel K, Kumanan C.J, Ramsamy SM. (2010). Significance of surface lineaments for oil and Gas Explorations in part of Sabatayn Basin, Yemen, Journal of Geography and Geology, Vol.2(1): 119-228.
  • Arafat M. M., Palanivel K, C.J. Kumanan, SM Ramsamy (2011). Spatial Analysis of Geosystem Parameters for Hydrocarbon Prospecting in part of Yemen, Journal of Geomatics, Vol.5(1): 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 vol.19: 3169-3185.
  • Beydoun, Z.R. (1997). Introduction to the revised Mesozoic stratigraphy and nomenclature for Yemen, Marine and Petroleum Geology, Vol:14(6): 617–629.
  • Beydoun, Z.R., A.L. As-Saruri, Mustafa, El-Nakhal, Hamed, Al-Ganad, I.N., Baraba, R.S., Nani, A.S.O., and 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, 245 p.
  • Bingham L., Zurita M. R., and Escalona A., Geographic information system–based fuzzy-logic analysis for petroleum exploration with a case study of northern South America, American Association Petroleum Geologists. AAPG Bulletin, vol.96, no.11 (November 2012), p.2121–2142.
  • Bonham-Carter, G. F. (1994). Geographic information systems for geoscientists modeling with GIS: Computer methods in the geosciences: Oxford, Pergamon, 398 p.
  • Carter,S.,1991,Site search and multicriteria evaluation: Planning Outlook, Vol.34:27-36.
  • Carver, S. J. (1991). Integrating multicriteria evaluation with geographical information systems: International Journal of Geographical Information Systems, vol.5: 321-339.
  • 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, Vol. 99(23): 68–74.
  • Greenwood, W.R., Anderson, R.E., Fleck, R.J., and 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, Saudi Arabia, Bulletin 24, 35p.
  • Heywood, I., J. Oliver, and S. Tomlinson. (1995). Building an exploratory multicriteria modeling environment for spatial decision support: Innovations in GIS, Vol.2:127-136.
  • Heywood, I., S. Cornelius, and S. Carver (2006). An introduction to geographical information systems: Harlow, England, Pearson Prentice Hall, 426p.
  • Husseini, M.I., 1989, Tectonic and deposition model of Late Precambrian–Cambrian Arabian and adjoining plates,American Association of Petroleum Geologists Bulletin, Vol. 73: 1117–1131.
  • Jungwirth, J., and As-Saruri, M. (1990). Structural evolution of the platform cover on southern Arabian Peninsula (P.D.R. Yemen), Zeitschrift fur Geologische Wissenschaft, Vol. 18: 505–514.
  • Lalor, J. H. (1986). The Olympic Dam copper-uranium-gold deposit, South Australia, Transactions Fourth Circum-Pacific Energy and Mineral Resources Conference, Singapore.American Association Petroleum Geologists. Tulsa, Oklahoma: 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 Sensing, vol.17:.2923–2943.
  • Musaoğlu, N., Saral, A. and Şeker, DZ. (2012). Designing a Software for Flood Risk Assessment Based on Multi Criteria Desicion Analysis and Information Diffusion Methods, American Geophysical Union, Fall Meeting 2012
  • O'Driscoll, E. S. T. and Campbell, I. B. (1997). Mineral deposits related to Australian continental ring and rift structures with some terrestrial and planetary analogies, Global Tectonics and Metallogeny Vol.6: 83-101.
  • Putnam, P.E., Kendall, G., and Winter, D.A., (1997). Estuarine deposits of the Upper Qishn formation (Lower Cretaceous), Masila region, Yemen , American Association of Petroleum Geologists Bulletin, Vol. 81(8): 1306–1329.
  • Redfern, P. and Jones, J.A. (1995). The interior rifts of Yemen Analysis of basin structure and stratigraphy in a regional plate tectonic context, Basin Research, Vol. 7: 337–356.
  • Saaty, R. (1987). The analytical hierarchy process: What it is and how it is used:Mathematical Modeling, Vol.9: 161-176. Sawatzky, D. L., G. L. Raines, G. F. Bonham-Carter, and C. G.Looney. (2009). Spatial data modeller (SDM): ArcMAP 9.3geoprocessing tools for spatial data modeling using weights of evidence, logistic regression, fuzzy-logic and neural networks
  • Schlumberger (1992). Looking for Yemen’s hidden treasure, Middle East Well Evaluation Review, No.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, Vol.19: 1101–1114.
  • Tounsi, M. (2005). An approximate reasoning-based technique for oil assessment: Expert Systems with Applications, Vol. 29: 485-491.
  • Voogd, H. (1983). Multicriteria evaluation for urban and regional planning: London, United Kingdom, Pion Limited, 367p. 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): 1-10.
  • Wright, D. F., and G. F. Bonham-Carter. (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, Vol.20: 1073–1085.
Year 2017, Volume: 4 Issue: 2, 103 - 115, 15.05.2017
https://doi.org/10.30897/ijegeo.312616

Abstract

References

  • Aminzadeh, F. (1994). Applications of fuzzy expert systems in integrated oil exploration: Computers and Electrical Engineering, Vol: 20: 89-97.
  • An, P., W. M. Moon , and A. Rencz (1991). Application of fuzzy set theory for integration of geological, geophysical and remote sensing data, Canadian Journal of Exploration Geophysics, vol. 27: 1–11.
  • Andriantiatsaholiniaina, L., V. S. Kouikoglou, and Y. A. Phillis. (2004). Evaluating strategies for sustainable development:Fuzzy logic reasoning and sensitivity analysis: Ecological Economics, vol.48: 149-172.
  • Arafat M. M., Palanivel K, Kumanan C.J, Ramsamy SM. (2010). Significance of surface lineaments for oil and Gas Explorations in part of Sabatayn Basin, Yemen, Journal of Geography and Geology, Vol.2(1): 119-228.
  • Arafat M. M., Palanivel K, C.J. Kumanan, SM Ramsamy (2011). Spatial Analysis of Geosystem Parameters for Hydrocarbon Prospecting in part of Yemen, Journal of Geomatics, Vol.5(1): 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 vol.19: 3169-3185.
  • Beydoun, Z.R. (1997). Introduction to the revised Mesozoic stratigraphy and nomenclature for Yemen, Marine and Petroleum Geology, Vol:14(6): 617–629.
  • Beydoun, Z.R., A.L. As-Saruri, Mustafa, El-Nakhal, Hamed, Al-Ganad, I.N., Baraba, R.S., Nani, A.S.O., and 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, 245 p.
  • Bingham L., Zurita M. R., and Escalona A., Geographic information system–based fuzzy-logic analysis for petroleum exploration with a case study of northern South America, American Association Petroleum Geologists. AAPG Bulletin, vol.96, no.11 (November 2012), p.2121–2142.
  • Bonham-Carter, G. F. (1994). Geographic information systems for geoscientists modeling with GIS: Computer methods in the geosciences: Oxford, Pergamon, 398 p.
  • Carter,S.,1991,Site search and multicriteria evaluation: Planning Outlook, Vol.34:27-36.
  • Carver, S. J. (1991). Integrating multicriteria evaluation with geographical information systems: International Journal of Geographical Information Systems, vol.5: 321-339.
  • 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, Vol. 99(23): 68–74.
  • Greenwood, W.R., Anderson, R.E., Fleck, R.J., and 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, Saudi Arabia, Bulletin 24, 35p.
  • Heywood, I., J. Oliver, and S. Tomlinson. (1995). Building an exploratory multicriteria modeling environment for spatial decision support: Innovations in GIS, Vol.2:127-136.
  • Heywood, I., S. Cornelius, and S. Carver (2006). An introduction to geographical information systems: Harlow, England, Pearson Prentice Hall, 426p.
  • Husseini, M.I., 1989, Tectonic and deposition model of Late Precambrian–Cambrian Arabian and adjoining plates,American Association of Petroleum Geologists Bulletin, Vol. 73: 1117–1131.
  • Jungwirth, J., and As-Saruri, M. (1990). Structural evolution of the platform cover on southern Arabian Peninsula (P.D.R. Yemen), Zeitschrift fur Geologische Wissenschaft, Vol. 18: 505–514.
  • Lalor, J. H. (1986). The Olympic Dam copper-uranium-gold deposit, South Australia, Transactions Fourth Circum-Pacific Energy and Mineral Resources Conference, Singapore.American Association Petroleum Geologists. Tulsa, Oklahoma: 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 Sensing, vol.17:.2923–2943.
  • Musaoğlu, N., Saral, A. and Şeker, DZ. (2012). Designing a Software for Flood Risk Assessment Based on Multi Criteria Desicion Analysis and Information Diffusion Methods, American Geophysical Union, Fall Meeting 2012
  • O'Driscoll, E. S. T. and Campbell, I. B. (1997). Mineral deposits related to Australian continental ring and rift structures with some terrestrial and planetary analogies, Global Tectonics and Metallogeny Vol.6: 83-101.
  • Putnam, P.E., Kendall, G., and Winter, D.A., (1997). Estuarine deposits of the Upper Qishn formation (Lower Cretaceous), Masila region, Yemen , American Association of Petroleum Geologists Bulletin, Vol. 81(8): 1306–1329.
  • Redfern, P. and Jones, J.A. (1995). The interior rifts of Yemen Analysis of basin structure and stratigraphy in a regional plate tectonic context, Basin Research, Vol. 7: 337–356.
  • Saaty, R. (1987). The analytical hierarchy process: What it is and how it is used:Mathematical Modeling, Vol.9: 161-176. Sawatzky, D. L., G. L. Raines, G. F. Bonham-Carter, and C. G.Looney. (2009). Spatial data modeller (SDM): ArcMAP 9.3geoprocessing tools for spatial data modeling using weights of evidence, logistic regression, fuzzy-logic and neural networks
  • Schlumberger (1992). Looking for Yemen’s hidden treasure, Middle East Well Evaluation Review, No.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, Vol.19: 1101–1114.
  • Tounsi, M. (2005). An approximate reasoning-based technique for oil assessment: Expert Systems with Applications, Vol. 29: 485-491.
  • Voogd, H. (1983). Multicriteria evaluation for urban and regional planning: London, United Kingdom, Pion Limited, 367p. 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): 1-10.
  • Wright, D. F., and G. F. Bonham-Carter. (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, Vol.20: 1073–1085.
There are 32 citations in total.

Details

Subjects Engineering
Journal Section Research Articles
Authors

Arafat Mohammed Bin Mohammed This is me

Akram Javed This is me

Mohammed Sultan Alshayef This is me

Publication Date May 15, 2017
Published in Issue Year 2017 Volume: 4 Issue: 2

Cite

APA Mohammed, A. M. B., Javed, A., & Alshayef, M. S. (2017). Spatial Data Modeling Based MCE Fuzzy Logic for Petroleum Exploration in part of Say’un-Masilah Basin of Yemen. International Journal of Environment and Geoinformatics, 4(2), 103-115. https://doi.org/10.30897/ijegeo.312616