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Utilizing the image processing techniques in mapping the geology of Al Taif area, central western Arabian Shield, Saudi Arabia

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Abstract

Al Taif area is located in the central western portion of the Arabian Shield, Saudi Arabia. The area was a part of a geosyncline, in which sediments were deposited, followed by granitic and dioritic intrusions. During the Hijaz orogeny (650–800 Ma), the area was subjected to a progressive regional metamorphism to lower amphibolite facies which produced chlorite schists and micaceous quartzo­feldspathic schists. This metamorphism also affected the igneous rocks to produce gneissic granite and metadiorite. The metamorphism was followed by the intrusion of other granitic plutons (490–600 Ma). This work aimed to discriminate the lithologic rock units and structural framework of the study area in order to map the geology of Al Taif area. The study area was not subjected previously to detailed geological mapping using the modern image processing techniques. However, it was subjected only to reconnaissance geological mapping. The study area was geologically remapped in this work through image processing techniques of Landsat 7 Enhanced Thematic Mapper (ETM)+ digital data and field verifications. The fusion between multispectral ETM+ data and panchromatic ETM+ band 8 produced a color composite fused image for the study area of scale 1:50,000. The fused image was delineated the main regional folds, faults, and fractures of the study area. It was also defined and recognized the chlorite schist and the intruded monzogranitic rocks. The processed Landsat ratio image and supervised classification map discriminated the most lithologic units of the study area. The results of this work produced detailed and accurate geological map of scale 1:50,000 for the investigated area.

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References

  • Al-Shanti A (1993) The geology of the Arabian shield (in Arabic). Center of Scientific Publishing, King Abdulaziz University, Jeddah

    Google Scholar 

  • Amer R, Kusky T, Ghulam A (2009) Lithological mapping in the Central Eastern Desert of Egypt using ASTER data. J Afr Earth Sci 56(2):75–82

    Google Scholar 

  • Andreasson PG, Bashawri M, Al Hajeri F, Al-Jadaan K, Al-Kolak Z, Mawad M, Al-Saqaby I, Al-Sari A, Zubeir M (1977) Geology of the central Ta’if area. Institute of Applied Geology of King Abdulaziz Univ. Bulletin 2:38

    Google Scholar 

  • Antonielli B, Fidolini F, Righini G (2009) Landsat TM and Quickbird images for geological mapping in the syn-rift lower Dogali Formation (Red Sea coast, NE Eritrea). Photo-Interpretation, Paris 3:107–113

    Google Scholar 

  • Bernstein R (1978) Digital image processing for remote sensing. Wiley, New York

    Google Scholar 

  • Bischof H, Schneider W, Pinz AJ (1992) Multispectral classification of Landsat images using neural networks. IEEE Trans Geosci Remote Sens 30(3):482–490

    Article  Google Scholar 

  • Bishta AZ (2004) Lithologic discrimination of Gabal Qattar-Um Disi environs, North Eastern Desert of Egypt using thematic mapper data of Landsat-7. The third International Symposium on Geophys Tanta Univ, Tanta, pp 541–557

    Google Scholar 

  • Bishta AZ (2009) Lithologic discrimination using selective image processing techniques of Landsat 7 data, Um Bogma environs, Westcentral Sinai, Egypt. JKAU: Earth Sci 20(1):193–213

    Google Scholar 

  • Bishta AZ (2010) Assessing utilization of multi-resolution satellite imageries in geological mapping, a case study of Jabal Bani Malik area, eastern Jeddah city, Kingdom of Saudi Arabia. JKAU: Earth Sci 21(1):27–52

    Google Scholar 

  • Brown GF, Jackson RO, Bogue RG, Maclean WH (1962) Geologic map of the southern Hijaz quadrangle, Kingdome of Saudi Arabia, Miscellaneous Investigation Map I-204 A, scale 1: 500,000. US Geol Surv, Jeddah

    Google Scholar 

  • Brown GF, Schidt DL, Huffman AC (1989) Geology of the Arabian peninsula, shield area of western Saudi Arabia, Jeddah.US Geol Surv, Professional Paper 560-A, 188p., map scale 1:1,000,000

  • Brown DG, Lusch DP, Duda KA (1998) Supervised classification of types of glaciated landscapes using digital elevation data. Geomorphology 21(3–4):233–250

    Article  Google Scholar 

  • Davis PA, Berlin GL (1987) Rock discrimination in the complex geologic environment of Jabal Salma, Saudi Arabia, using Landsat Thematic Mapper data. Photogramm Eng Remote Sens 55:1147–1160

    Google Scholar 

  • Disperati L, Salvini R, Coltorti M, Pizzi A, Abebe B, Pomposo G, SacchiG PL, Firuzabadi D (2008) ASTER satellite imagery and fieldwork/lab spectral measurements as a tool for geological mapping of the Dire Dawa region (outhern Afar margin, Ethiopia). Int Geol Congr Oslo 2008

  • El Janati M, Solulaimani A, Admou H, Youbi N, Hafid A, Hefferan KP (2013) Application of ASTER remote sensing data to geological mapping of basement domains in arid regions: a case study from the Central Anti-Atlas, Iguerda inlier, Morocco. Arab J Geosci.Springer online

  • Falcon NL, Gass IG, Girdler RW, Laughton AS (1970) Organisers for a dissection on the structure and evolution of the Red Sea and the nature of the Red Sea. Gulf Aden Ethiop Rift Junction: Philos Trans R Soc Lond A267:417

    Google Scholar 

  • Guha A, Kumar KV, Rao EN, Parveen R (2014) An image processing approach for converging ASTER-derived spectral maps for mapping Kolhan limestone, Jharkhand, India. Curr Sci 106(1):40–49

    Google Scholar 

  • Gupta RP (2003) Remote sensing geology. Springer, Berlin, 629 p

    Book  Google Scholar 

  • Haselwimmer CE, Riley TR, Liu JG (2010) Assessing the potential of multispectral remote sensing for lithological mapping on the Antarctic Peninsula: case study from eastern Adelaide Island, Graham Land. Antarct Sci 22(3):299–318

    Article  Google Scholar 

  • Kanellopoulos I, Wilkinson GG, Megier J (1993) Integration of neural network and statistical image classification for land cover mapping. Proceedings of the Int Geosci and Remote Sensing Symposium IGARSS‵93, kogakuin Univ Tokyo. Japan Institute of Electrical and Electronics Engineers, Piscataway, pp 511–513

    Google Scholar 

  • Kavak KS, Cetin H (2007) A detailed geologic lineament analysis using Landsat TM data of Golmarmara/Manisa region. Turk Online J Earth Sci 1(3):145–153

    Google Scholar 

  • Lechi G (1988) Satellite sensors and satellite image characteristic. Rep 11th Int training course on applications of remote sensing to agricultural statistics. Remote and Montpellier FAO, Rome

    Google Scholar 

  • Lillesand TM, Kiefer RW, Chipman JW (2004) Remote sensing and image interpretation, 4th edn. John Wiley and Sons, Inc New York, ISBN 0-471-25515-7, 763 p

  • Madani A, Bishta AZ (2002) Selection of the optimum bands of Landsat 7 ETM+ for automatic lineaments extraction: a case study of Gattar Granites, North Eastern Desert, Egypt. Geol Arab World Cairo Univ 6:323–360

    Google Scholar 

  • Mather PM (1987) Computer processing of remotely sensed images, an introduction. John Wiley and Sons, ISBN: 0–471-9064–4

  • PCI Geomatica (2003) Software helps V9.1

  • Richards JA (1995) Remote sensing, digital image processing, an introduction. Springer 340 p

  • Sabins FF (1997) Remote sensing: principles and interpretation. WH Freeman and Company, New York, 494 p

    Google Scholar 

  • Schowengerdt RA (1983) Techniques for image processing and classification in remote sensing. Academic Press Inc US, ISBN: 0–12-62890-8

  • Smith JW (1980) Reconnaissance geologic map of the At-Taif quadrangle, sheet 21/40 c, Kingdom of Saudi Arabia. Saudi Arabian Directorate General of Mineral Resources Geologic Map GM-56, scale 1:100,000

  • Stoeser DB, Camp VE (1985) Pan-African microplate accretion of the Arabian Shield. Geol Soc Am Bull 96:817–826

    Article  Google Scholar 

  • Sultan M, Arvidson RE, Sturchio N (1986) Mapping of serpentinites in the Eastern Desert of Egypt by using Landsat thematic mapper data. Geology 14:995–999

    Article  Google Scholar 

  • Sultan M, Arvidson RE, Sturchio NC, Guinness EA (1987) Lithologic mapping in arid regions with Landsat thematic mapper data: Meatiq dome, Egypt. Geol Soc Am Bull 99:748–762

    Article  Google Scholar 

  • Wielen VS, Oliver S, Kalinowski A (2004) Remote sensing and spectral investigations in the western succession, mount Isa Inlier, implications for exploration. Predictive mineral discovery CRC Conf Barossa Valley

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Bishta, A.Z., Sonbul, A.R. & Qudsi, I.Z. Utilizing the image processing techniques in mapping the geology of Al Taif area, central western Arabian Shield, Saudi Arabia. Arab J Geosci 8, 4161–4175 (2015). https://doi.org/10.1007/s12517-014-1484-x

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  • DOI: https://doi.org/10.1007/s12517-014-1484-x

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