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Tytuł artykułu

Discrimination different lithological units using a remote sensing application: A case study in the Dokan Area, Kurdistan Region - Iraq

Treść / Zawartość
Identyfikatory
Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
This study discriminates different lithological units of the Dokan Area, Kurdistan Region, NE-Iraq, using rapid-eye satellite data by image enhancement techniques, namely the false colour composite (FCC), optimum index factor (OIF), minimum noise fraction (MNF), principal component analysis (PCA) and band ratio (BR). Results of analyses show that the FCC (R: 5; G: 4: B: 1); MNF (R: 2, G: 3, B: 5); PCA (R: 5, G: 2, B: 1), and band ratio (R: 5/4, G: 2/1, B: 5/3) are the best to different geological formations. The results are confirmed in the field support with the geological maps available for the area. Geological formations appeared as a result of the collision process between the Arabian plate and the Iranian plate. In general, the study area is mountainous, which is usually represented by anticline folds with the main NW - SE trend in the study area, with very a rugged relief mainly due to the continuous collision between the Arabian plate and Iranian plate. The digital image processing of satellite data has demonstrated the sensor’s capability and efficiency of the image processing methods in identifying and mapping geological units in the study area.
Wydawca
Rocznik
Tom
Strony
109--114
Opis fizyczny
Bibliogr. 23 poz., rys., tab.
Twórcy
  • University of Sulaimani, College of Science, Department of Geology, Tasluja Str. 1, Zone 501 Sulaimania, As Sulaymaniyah, Kurdistan Region, Iraq
Bibliografia
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  • AMER R., KUSKY T., GHULAM A. 2010. Lithological mapping in the Central Eastern Desert of Egypt using ASTER data. Journal of African Earth Sciences. Vol. 56(2–3) p. 75–82. DOI 10.4236/ojg.2017.78080.
  • BOARDMAN J.W., KRUSE F.A. 1994. Automated spectral analysis: A geological example using AVIRIS data, north Grapevine Mountains, Nevada. In: Proceedings, ERIM 10th Thematic Conference on Geologic Remote Sensing. Ann Arbor, MI. Environmental Research Institute of Michigan. Vol. 1 p. I-407–I-418.
  • FOUAD S.F.A. 2015. Tectonic map of Iraq, scale 1: 1000 000. 3 rd ed. 2012 [online]. Iraqi Bulletin of Geology and Mining. Vol. 11. No. 1 p. 1–7. [Access 10.09.2021]. Available at: https://www.iasj.net/iasj/download/3c7670270c9c61c1?fbclid=IwAR1LjkBZVu-BYwTwhKVn6wisu44PUOllJYbau8dShm_kFDepiRQ81LD5WQV8
  • GASMI A., GOMEZ C., ZOUARI H., MASSE A., DUCROT D. 2016. PCA and SVM as geo-computational methods for geological mapping in the southern of Tunisia, using ASTER remote sensing data set. Arabian Journal of Geosciences. Vol. 9(20), 753. DOI 10.1007/s12517-016-2791-1.
  • GREEN A.A., BERMAN M., SWITZER P., CRAIG M.D. 1988. A transformation for ordering multispectral data in terms of image quality with implications for noise removal. IEEE Transactions on Geoscience and Remote Sensing. Vol. 26(1) p. 65–74. DOI 10.1109/36.3001.
  • HAMIMI Z., HAGAG W., KAMH S., EL-ARABY A. 2020. Application of remote-sensing techniques in geological and structural mapping of Atalla Shear Zone and Environs, Central Eastern Desert, Egypt. Arabian Journal of Geosciences. Vol. 13(11), 414. DOI 10.1007/s12517-020-05324-8.
  • JENSEN J.R. 2005. Image enhancement. In: Introductory digital image processing: A remote sensing perspective. Chapt. 8. Hoboken. Prentice Hall p. 301–322.
  • KARIM K.H., TAHA Z.A. 2012. Origin of conglomeratic limestone “Dokan conglomerate” in Dokan area, Kurdistan region, NE Iraq. Iraqi Bulletin of Geology and Mining. Vol. 8(3) p. 15–24.
  • KIENAST-BROWN S., BOETTINGER J.L. 2010. Applying the optimum index factor to multiple data types in soil survey. In: Digital soil mapping [online]. Chapt. 30. Springer p. 385–398. [Access 10.09.2021]. Available at: https://link.springer.com/content/pdf/10.1007/978-90-481-8863-5_30.pdf
  • KOYI H.A., HESSAMI K., TEIXELL A. 2000. Epicenter distribution and magnitude of earthquakes in fold-thrust belts: Insights from sandbox models. Geophysical Research Letters. Vol. 27(2) p. 273–276.
  • KUMARI S.K., DEBASHISH C., PULAKESH D., JATISANKAR B. 2014. Hyperion image analysis for iron ore mapping in Gua Iron Ore Region, Jharkhand, India. International Research Journal of Earth Sciences. Vol. 2(9) p. 1–6.
  • OTHMAN A.A., GLOAGUEN R. 2014. Improving lithological mapping by SVM classification of spectral and morphological features: The discovery of a new chromite body in the Mawat ophiolite complex (Kurdistan, NE Iraq). Remote Sensing. Vol. 6(8) p. 6867–6896.
  • OTHMAN A.A., GLOAGUEN R. 2017. Integration of spectral, spatial and morphometric data into lithological mapping: A comparison of different machine learning algorithms in the Kurdistan Region, NE Iraq. Journal of Asian Earth Sciences. Vol. 146 p. 90–102. DOI 10.1016/j.jseaes.2017.05.005.
  • QIAN Y., QIU F., CHANG J., ZHANG K. 2008. Visualization-informed noise elimination and its application in processing high-spatial-resolution remote sensing imagery. Computers & Geosciences. Vol. 34(1) p. 35–52. DOI 10.1016/j.cageo.2007.02.006.
  • RAJENDRAN S., NASIR S. 2014. Hydrothermal altered serpentinized zone and a study of Ni-magnesioferrite–magnetite–awaruite occurrences in Wadi Hibi, Northern Oman Mountain: Discrimination through ASTER mapping. Ore Geology Reviews. Vol. 62 p. 211–226. DOI 10.1016/j.oregeorev.2014.03.016.
  • RAJENDRAN S., NASIR S. 2015. Mapping of high pressure metamorphics in the As Sifah region, NE Oman using ASTER data. Advances in Space Research. Vol. 55(4) p. 1134–1157. DOI 10.1016/j.asr.2014.11.026.
  • RAMAKRISHNAN D., BHARTI R. 2015. Hyperspectral remote sensing and geological applications. Current Science. Vol. 108. No. 5 p. 879–891. DOI 10.18520/CS/V108/I5/879-891.
  • SISSAKIAN V., AHAD A.A., AL.-ANSARI N., HASSAN R., KNUTSSON S. 2016. The regional geology of Dokan area, NE Iraq. Journal of Earth Sciences and Geotechnical Engineering. Vol. 6(3) p. 35–63.
  • SISSAKIAN V.K. 2013. Geological evolution of the Iraqi Mesopotamia Foredeep, inner platform and near surroundings of the Arabian Plate. Journal of Asian Earth Sciences. Vol. 72 p. 152–163. DOI 10.1016/j.jseaes.2012.09.032.
  • SISSAKIAN V.K., FOUAD S.F. 2014. Geological map of Sulaimaniyah Quadrangle, scale 1: 250000. Baghdad, Iraq. Iraq Geological Survey Publications. DOI 10.17656/jzs.10477.
  • SYARIF A.M., KUMARA I.S.W. 2018. The effect of minimum noise fraction on multispectral imagery data for vegetation canopy density modelling. Geoplanning: Journal of Geomatics and Planning. Vol. 5(2) p. 251–258. DOI 10.14710/geoplanning.5.2.251-258.
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).
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-d0694712-91fc-43fd-a490-60c711df4d9d
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