Skip to main content

Advertisement

Log in

Utilizing Landsat-8 and ASTER data in geologic mapping of hyper-arid mountainous region: case of Gabal Batoga area, South Eastern Desert of Egypt

  • Original Article
  • Published:
Environmental Earth Sciences Aims and scope Submit manuscript

Abstract

Landsat-8 and ASTER images were utilized to derive geological information and mapping of a hyper-arid mountainous region. Principal component analyses and band rationing techniques in conjunction with petrography and field investigations enabled to produce a modified new geologic map of Gabal Batoga area, along the Red Sea coast of Egypt. The area is built by non-consanguineous diverse Pan-African basement rock units. These rock units are widely distributed in the Arabian-Nubian Shield. ASTER principal component images (PC2, PC5, PC7) and (PC2, PC3, PC8) as well as band ratio images (b4/b7, b3/b4, b2/b1) were effective in accurate lithological discrimination of the exposed rock units in the study area. The process was also enhanced and emphasized by Landsat-8 principal component images (PC2, PC4, and PC7) and band ratio (b6/b2, b6/b7, b6/b5 × b4/b5). The used methodology and techniques can be applicable in many similar arid and hyper-arid areas in the Arabian-Nubian Shield and elsewhere.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10

Similar content being viewed by others

References

  • Abdel Halim AH, Helmy HM, Abd El-Rahman YM, Shibata T, El Mahallawi MM, Yoshikawa M, Arai S (2016) Petrology of the Motaghairat mafic–ultramafic complex, Eastern Desert, Egypt: a high-Mg post-collisional extension-related layered intrusion. J Asian Earth Sci 116:164–180. https://doi.org/10.1016/j.jseaes.2015.11.015

    Article  Google Scholar 

  • Abou Elmagd K, Emam A, Ali-Bik MW (2013) Chemostratigraphy, petrography and remote sensing characterization of the Middle Miocene–Holocene sediments of Ras Banas peninsula, Red Sea Coast, Egypt. Carpathian J Earth Environ Sci 8:27–42

    Google Scholar 

  • Abrams M (2000) The Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER): data products for the high spatial resolution imager on NASA’s Terra platform. Int J Remote Sens 21:847–859. https://doi.org/10.1080/014311600210326

    Article  Google Scholar 

  • Ahmed AA (1988) Basement rocks of Berenice area South Eastern Desert, Egypt. Bull Fac Sci Assuit Univ 17:1–18

    Google Scholar 

  • Ahmed AA (1991) Ultrabasic and basic intrusions of Um Ginud and El Mutaghairat South Eastern Desert, Egypt. Bull Fac Sci Assuit Univ 20:183–213

    Google Scholar 

  • Ali-Bik MW, Abd El Rahimm SH, Abdel Wahab W, Abayazeed SD, Hassan SM (2017) Geochemical constraints on the oldest arc rocks of the Arabian-Nubian Shield: the late Mesoproterozoic to late Neoproterozoic (?) Sa'al volcano-sedimentary complex, Sinai, Egypt. Lithos 284–285:310–326. https://doi.org/10.1016/j.lithos.2017.03.031

    Article  Google Scholar 

  • Ali-Bik MW, Hassan SM, Abou El Maaty MA, Abd El Rahim SH, Abayazeed SD, Abdel Wahab W (2018) The late Neoproterozoic Pan-African low-grade metamorphic ophiolitic and island-arc assemblages at Gebel Zabara area, Central Eastern Desert, Egypt: petrogenesis and remote sensing-based geologic mapping. J Afr Earth Sci 144:17–40. https://doi.org/10.1016/j.jafrearsci.2018.04.001

    Article  Google Scholar 

  • Ali-Bik MW, Sadek MF, Sadek Ghabrial D (2014) Late Neoproterozoic metamorphic assemblages along the Pan-African Hamisana Shear Zone, southeastern Egypt: metamorphism, geochemistry and petrogenesis. J Afr Earth Sci 99:24–38. https://doi.org/10.1016/j.jafrearsci.2013.08.010

    Article  Google Scholar 

  • Ali-Bik MW, Taman Z, El Kalioubi B, Abdel Wahab W (2012) Serpentinite-hosted talc–magnesite deposits of Wadi Barramiya area, Eastern desert, Egypt: characteristics, petrogenesis and evolution. J Afr Earth Sci 64:77–89. https://doi.org/10.1016/j.jafrearsci.2011.11.002

    Article  Google Scholar 

  • Amer R, Kusky T, Ghulam A (2010) Lithological mapping in the Central Eastern Desert of Egypt using ASTER data. J Afr Earth Sci 56:75–82. https://doi.org/10.1016/j.jafrearsci.2009.06.004

    Article  Google Scholar 

  • Crósta AP, Filho CRdS (2003) Searching for gold with ASTER. Earth Observ Mag 12:38–41

    Google Scholar 

  • Crósta AP, Moore JM (1989) Enhancement of Landsat Thematic Mapper imagery for residual soil mapping in SW Minais Gerais State, Brazil: a prospecting case history in Greenstone belt terrain. In: Proceedings of the 7th ERIM thematic conference. Remote Sensing and Exploration Geology, pp 1173–1187

  • Dixon TH (1981) Gebel Dahanib, Egypt: a late Precambrian layered sill of komatiitic composition. Contrib Miner Petrol 76:42–52

    Article  Google Scholar 

  • EGSMA (1992) Baranis quadrangled map, scale 1:250,000. Egyptian Geological Survey, Cairo

    Google Scholar 

  • EGSMA (2000) Geological map of Jabal Dahanib area, South eastern Desert, Egypt. Final report of Expedtion 7/99, Egypt Geol Surv, Cairo.

  • El Gaby S, List FK, Tehrani R (1988) Geology, evolution and metallogenesis of the Pan-African Belt in Egypt. In: Gaby S, Greiling RO (eds) The Pan-African belt of Northeast Africa and Adjacent Areas. Viewig, Braunschweig, pp 17–68

    Google Scholar 

  • Elhaddad MA, Ahmed AA, Abu El Ela EM (1984) Geochemistry of the mafic and ultramafic rocks of Gebel El-Motaghairat intrusion, Eastern Desert, Egypt. Bull Fac Sci Assuit Univ 13:141–158

    Google Scholar 

  • Elnazer AA (2013) Geological studies on Wadi Kallalat, South Eastern Desert, Egypt using remote sensing and GIS application. Ph.D. Thesis, Faculty of Science, Ain Shams University, Cairo, Egypt, p 211

  • Farahat ES, Helmy HM (2006) Abu Hamamid Neoproterozoic Alaskan-type complex, south Eastern Desert, Egypt. J Afr Earth Sci 45:187–197. https://doi.org/10.1016/j.jafrearsci.2006.02.003

    Article  Google Scholar 

  • Fowler A, El Kalioubi B (2004) Gravitational collapse origin of shear zones, foliation and linear structures in the Neoproterozoic cover nappes, Eastern Desert, Egypt. J Afr Earth Sci 38:23–40

    Article  Google Scholar 

  • Gabr SS, Hassan SM, Sadek MF (2015) Prospecting for new gold-bearing alteration zones at El-Hoteib area, South Eastern Desert, Egypt, using remote sensing data analysis. Ore Geol Rev 71:1–13. https://doi.org/10.1016/j.oregeorev.2015.04.021

    Article  Google Scholar 

  • Gad S, Kusky TM (2007) ASTER spectral ratioing for lithological mapping in the Arabian-Nubian shield, the Neoproterozoic Wadi Kid area, Sinai, Egypt. Gondwana Res 11:326–335. https://doi.org/10.1016/j.gr.2006.02.010

    Article  Google Scholar 

  • Gass IG (1977) The evolution of the Pan African crystalline basement in NE Africa and Arabia. J Geol Soc Lond 134:129–138. https://doi.org/10.1144/gsjgs.134.2.0129

    Article  Google Scholar 

  • Greiling RO, Abdeen MM, Dardir AA, El Akhal H, El Ramly MF, El Din GMK, Osman AF, Rashwan AA, Rice AHN, Sadek MF (1994) A structural synthesis of the proterozoic Arabian-Nubian Shield in Egypt. Geol Runds 83:484–501

    Article  Google Scholar 

  • Gupta RP (2003) Remote sensing geology. Springer, Heidelberg, p 655

    Book  Google Scholar 

  • Harris NBW, Hawkesworth CJ, Tindle AG (1993) The growth of continental crust during the late Proterozoic: geochemical evidence from the Arabian Shield. Geol Soc Lond Spec Publ 76:363–371. https://doi.org/10.1144/GSL.SP.1993.076.01.18

    Article  Google Scholar 

  • Hassan MA, Hashad AH (1990) Precambrian of Egypt. In: Said R (ed) The geology of Egypt. AA Balkema, Rotterdam, pp 201–245

    Google Scholar 

  • Hassan SM, Sadek MF (2017) Geological mapping and spectral based classification of basement rocks using remote sensing data analysis: The Korbiai-Gerf nappe complex, South Eastern Desert, Egypt. J Afr Earth Sci 134:404–418. https://doi.org/10.1016/j.jafrearsci.2017.07.006

    Article  Google Scholar 

  • Hassan SM, Sadek MF, Greiling RO (2015) Spectral analyses of basement rocks in El-Sibai-Umm Shaddad area, Central Eastern Desert, Egypt using ASTER thermal infrared data. Arab J Geosci 8:6853–6865. https://doi.org/10.1007/s12517-014-1729-8

    Article  Google Scholar 

  • Helmy HM (2004) Cu-Ni-PGE mineralization in the Genina Gharbia mafic-ultramafic intrusion, Eastern Desert, Egypt. Can Mineral 42:351–370. https://doi.org/10.2113/gscanmin.42.2.351

    Article  Google Scholar 

  • IUGS (1989) A classification of igneous rocks and glossary of terms. Blackwell, Oxford, p 193

    Google Scholar 

  • Jensen JR (2004) Introductory digital image processing, 3rd edn. Pearson, London, p 544

    Google Scholar 

  • Jing QCL, Panahi A (2006) Principal component analysis with optimum order sample correlation coefficient for image enhancement. Int J Remote Sens 27:3387–3401. https://doi.org/10.1080/01431160600606882

    Article  Google Scholar 

  • Kargi H (2007) Principal components analysis for borate mapping. Int J Remote Sens 28:1805–1817. https://doi.org/10.1080/01431160600905003

    Article  Google Scholar 

  • Kusky TM, Abdelsalam M, Tucker RD, Stern RJ (2003) Evolution of the East African and related orogens, and the assembly of Gondwana. Precamb Res 123:81–85. https://doi.org/10.1016/s0301-9268(03)00062-7

    Article  Google Scholar 

  • Kusky TM, Ramadan TM (2002) Structural controls on Neoproterozoic mineralization in the South Eastern Desert, Egypt: an integrated field, Landsat TM and SIR-C/X SAR approach. J Afr Earth Sci 35:107–121

    Article  Google Scholar 

  • Liu F, Wu X, Sun H, Guo Y (2007) Alteration information extraction by applying synthesis processing techniques to Landsat ETM+ data: case study of Zhaoyuan gold mines, Shandong Province, China. J China Univ Geosci 18(1):72–76

    Article  Google Scholar 

  • Loughlin WP (1991) Principal component analysis for alteration mapping. Photogramm Eng Remote Sens 57:1163–1169

    Google Scholar 

  • Massironi M, Bertoldi L, Calafa P, Visona D, Bistacchi A, Giardino C, Schiavo A (2008) Interpretation and processing of ASTER data for geological mapping and granitoids detection in the Saghro massif (eastern Anti-Atlas, Morocco). Geosphere 4:736–759. https://doi.org/10.1130/GES00161.1

    Article  Google Scholar 

  • Moore F, Rastmanesh F, Asadi H, Modabberi S (2008) Mapping mineralogical alteration using principal-component analysis and matched filter processing in Takab area, north-west Iran, from ASTER data. Int J Remote Sens 29:2851–2867. https://doi.org/10.1080/01431160701418989

    Article  Google Scholar 

  • Ranjbar H, Honarmand M, Moezifar Z (2004) Application of the Crosta technique for porphyry copper alteration mapping, using ETM+ data in the southern part of the Iranian volcanic sedimentary belt. J Asian Earth Sci 24:237–243. https://doi.org/10.1016/j.jseaes.2003.11.001

    Article  Google Scholar 

  • Ries AC, Shackleton RM, Graham RH, Fitches WR (1983) Pan-African structures, ophiolites and mélanges in the Eastern Desert of Egypt: a traverse at 26° N. J Geol Soc Lond 140:75–95. https://doi.org/10.1144/gsjgs.140.1.0075

    Article  Google Scholar 

  • Sabins FF (1997) Remote sensing-principles and interpretation, 3rd edn. W.H. Freeman, New York, p 494

    Google Scholar 

  • Sadek MF (1995) Geology, geochemistry and structure of Gabal Muqsim area and environs, south Eastern Desert, Egypt Scientific series of the Intern, Bureau, vol 32. Gmb H. Julich, Julich

    Google Scholar 

  • Sadek MF, Ali-Bik MW, Hassan SM (2015) Late Neoproterozoic basement rocks of Kadabora–Suwayqat area, Central Eastern Desert, Egypt: geochemical and remote sensing characterization. Arab J Geosci 8:10459–10479

    Article  Google Scholar 

  • Sadek MF, El Ramly MF (1996) Geology geochemistry and tectonic setting of layered mafic ultramafic intrusions in Wadi Abu Fas-Wadi Umm Domi Area, South Eastern Desert, Egypt. Proc Geol Surv Egypt Cenn Conf Spec Public 75:689–709

    Google Scholar 

  • Sadek MF, Kalioubi BA, Shaaban MM, Ragab AI, Rasmy AH, El Ramly MF (1985) A petrological study on the gabbroic rocks of Gabal Um Bisilla, South Eastern Desert of Egypt. Ann Geol Surv Egypt XV:75–92

    Google Scholar 

  • Shackleton RM, Ries AC, Graham RH, Fitches WR (1980) Late Precambrian ophiolitic mélange in the Eastern Desert of Egypt. Nature 285:472–474

    Article  Google Scholar 

  • Singh A, Harrison A (1985) Standardized principal components. Int J Remote Sens 6:883–896. https://doi.org/10.1080/01431168508948511

    Article  Google Scholar 

  • Stern RJ (2004) Subduction initiation: spontaneous and induced. Earth Planet Sci Lett 226:275–292. https://doi.org/10.1016/j.epsl.2004.08.007

    Article  Google Scholar 

  • Stern RJ, Kröner A, Manton WI, Reischmann T, Mansour M, Hussein IM (1989) Geochronology of the late Precambrian Hamisana shear zone, Red Sea Hills, Sudan and Egypt. J Geol Soc Lond 146:1017–1029. https://doi.org/10.1144/gsjgs.146.6.1017

    Article  Google Scholar 

  • Sultan M, Arvidson RE, Sturchio NC (1986) Mapping of serpentinites in the Eastern Desert of Egypt by using Landsat thematic mapper data. Geology 14:995–999. https://doi.org/10.1130/0091-7613(1986)14%3C995:MOSITE%3E2.0.CO;2

    Article  Google Scholar 

  • Van der Meer FD, Van der Werff HMA, Van Ruitenbeek FJA, Hecker CA, Bakker WH, Noomen MF, Van der Meijde M, Carranza EJM, de Smeth JB, Woldai T (2012) Multi- and hyperspectral geologic remote sensing: a review. Inter J Appl Earth Observ Geoinform 14:112–128. https://doi.org/10.1016/j.jag.2011.08.002

    Article  Google Scholar 

  • Vincent RK (1997) Fundamentals of geological and environmental remote sensing, 1st edn. Prentice Hall, Upper Saddle River, p 370

    Google Scholar 

  • Yamaguchi Y, Kahle AB, Tsu H, Kawakami T, Pniel M (1998) Overview of advanced spaceborne thermal emission and reflection radiometer (ASTER). IEEE Trans Geosci Remote Sens 36:1062–1071. https://doi.org/10.1109/36.700991

    Article  Google Scholar 

Download references

Acknowledgements

The authors thank Dr. Safaa Mohamed Hassan for her kindly help in remote sensing data interpretation. The authors express their grateful thanks to Dr. Hosam Gab Alla and Dr. Kareem Hamid for their help in the GIS and cartographic parts to produce the geological map of the study area. This research did not receive any specific grant from funding agencies in the public, commercial or not-for-profit sectors.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Mohamed W. Ali-Bik.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Sadek, M.F., El-kalioubi, B.A., Ali-Bik, M.W. et al. Utilizing Landsat-8 and ASTER data in geologic mapping of hyper-arid mountainous region: case of Gabal Batoga area, South Eastern Desert of Egypt. Environ Earth Sci 79, 101 (2020). https://doi.org/10.1007/s12665-020-8845-4

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s12665-020-8845-4

Keywords

Navigation