Identification of Lithology and Structures in Serdo, Afar, Ethiopia Using Remote Sensing and Gis Techniques

International Journal of Geoinformatics and Geological Science
© 2021 by SSRG - IJGGS Journal
Volume 8 Issue 1
Year of Publication : 2021
Authors : Addis Seid, T. Suryanarayana
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How to Cite?

Addis Seid, T. Suryanarayana, "Identification of Lithology and Structures in Serdo, Afar, Ethiopia Using Remote Sensing and Gis Techniques," SSRG International Journal of Geoinformatics and Geological Science, vol. 8,  no. 1, pp. 27-41, 2021. Crossref, https://doi.org/10.14445/23939206/IJGGS-V8I1P104

Abstract:

New generations of advanced remote sensing data have been used by Earth scientists over the last decades. This study presents the applicability of recently launched Landsat 8 and Shuttle Radar Topographic Mission digital elevation model data for lithology and structure mapping. Processing of multispectral medium resolution of landsat8 and digital elevation model data were used for detection and mapping lithology and structure in the Serdo area. These data have been processed and interpreted with the production of lithologic and structural maps at a scale of 1:100,000. The results revealed that lithologic features and their textural characteristics are easily identified by coastal/aerosol, visible, near-infrared, and short-wave infrared (1-7) bands with resolution merge of band 8 (pan) bands. Spatial enhancement of landsat8 data using convolution filters (the spatial domain of the image) and digital elevation model (DEM) extracted from the SRTM have been used for structures extraction. Hill-shading techniques are applied to SRTM DEMs to enhance terrain perspective views and to extract morphologically defined structures. Faults and a different set of fracture systems are major structural elements recognized. Six main lithologic types and 1859 structures are identified, and totally12321 km2 area was mapped in this work.

Keywords:

Landsat8, lithology, DEM, NIR, Structures, Spatial Enhancement.

References:

[1] Abrams, M.J., Rothery, D.A., and Pontual, A., Mapping in the Oman ophiolite using enhanced Landsat Thematic Mapper images.Tectonophysics, 151(1988) 3874–01.
[2] Acocella, V., Tesfaye. K, and F.Salvini, Formation of normal faults along the axial zone of the Ethiopian Rift, J. Structural. Geol., 25(2003) 503–513.
[3] Alwash, M. A.and Zigler, J., Remote sensing-based geological mapping of the area west of AlMadinah, Saudi Arabia, International Journal of Remote Sensing, 15(1)(1994) 163–172.
[4] Boettinger, J.L., Ramsey, R.D., Bodily, J.M., Cole, N.J., Kienast-Brown, S., Nield, S.J., Saunders, A.M., and Stum, A.K., Landsat Spectral Data for Digital Soil Mapping. In Digital Soil Mapping with Limited Data, A.E. Hartemink, A. McBratney, and M. de L. Mendonça-Santos, eds. (Dordrecht: Springer Netherlands), (2008) 193–202.
[5] Campbell, J.B., Band ratios. An Introduction to Remote Sensing, (New York: Guilford Press), (2002) 505.
[6] Campbell, J.B., Remote sensing of Soils. In The Sage Handbook of Remote Sensing,(Thousand Oaks, CA: Sage), (2009) 341–354.
[7] Chavez, P. S., Berlin, G.L., and Sowers, L.B., Statistical method for selecting Landsat MSS ratios.Journal of Applied Photograph Eng., 8(1982) 23–30.
[8] Crane, R. B., Processing techniques to reduce atmospheric and sensor variability in multispectral scanner data. Proceeding 7th International symposium Remote Sensing and Environment, 2(1971) 1345–1355.
[9] Chen, X., and Campagna, D.J., Remote Sensing of Geology. In The Sage Handbook of Remote Sensing, (Thousand Oaks, CA: Sage), (2009) 328–340.
[10] Drury, S, A., Image Interpretation in Geology, 66-148 (Kluwer Academic Publishers) 296(1987).
[11] Drury, S.A., Image interpretation in geology (London; New York: Chapman & Hall).,(1993).
[12] Ebinger, C.J., Yemane, T., Wolde Gabriel, G., Aronson, J.L., and Walter, R.C., Late Eocene Recent volcanism and faulting in the southern main Ethiopian rift: Geological Society (London) Journal, 150(1993) 99–108.
[13] Ebinger, C. J., and Hayward, N., J., Soft plates and hot spots: Views from Afar, J. Geophys. Res., 101(1996) 21,859–21,876.
[14] Ebinger, C. J., and M. Casey, Continental break up in magmatic provinces: An Ethiopian example, Geology, 29(2001) 5275–30.
[15] Gillespie, A. R., Kahle, A. B. and Walker, R. E., Color enhancement of highly correlated images, decorrelation and IHS contrast stretches. Remote Sensing Environment, 2(1986) 209–235.
[16] Gad, S., and Kusky, T., Lithological mapping in the Eastern Desert of Egypt, the Barramiya area, using Landsat thematic mapper (TM). J. Afr. Earth Sci.44(2006) 196–202.
[17] Harris, J.R., Eddy, B., Rencz, A., de Kemp, E., Budketwitsch, P., and Peshko, M..Remote sensing as a geological mapping tool in the Arctic: preliminary results from Baffin Island, Nunavut. Current Research 200–1E12, (2001) 13
[18] Inzana, J., Kusky, T., Higgs, G., Tucker, R., Supervised classifications of Landsat TM band ratio images and Landsat TM
band ratio image with radar for geological interpretations of central Madagascar. Journal of African Earth Sciences.37(2003) 59–72.
[19] Jensen, J. R., Introductory Digital Image Processing. Prentice-Hall Series in Geographic Information Science, New Jersey, 316(1996).
[20] Kenea, N.H., Improved geological mapping using LandsatTM data, Southern Red Sea Hills, Sudan: PC and HIS decorrelation stretching. Int. J. Remote Sens.18,(1997) 12331–244.
[21] Kruse, A.F., Advances in Hyperspectral Remote Sensing for Geologic Mapping and Exploration In 9th Australasian Remote Sensing Conference, (Sydney, Australia)., (1998).
[22] Laake, A., Integration of satellite imagery, Geology, and geophysical data. In Earth and Environmental Sciences, (INTECH Open Access Publisher), (2011) 467–492
[23] Lillesand, T.M. Kiefer, R.W. and Chipman, J.W., Remote Sensing and Image Interpretation, 5th Ed., John Wiley and Sons Inc. New York, ISBN 0–471–25515–7, 763(2004).
[24] List, F. K., Fundamentals of digital image processing for geological application, Proceeding of the 4th United Nations Ins.Training Course on Remote Sensing Application to Geological Science. Berliner Geowiss Abh. D,5(1993) 7–29.
[25] Mohr, P. A., Surface structure and plate tectonics of Afar, Tectonophysics, 15(1972) 318.
[26] Mohr, P.A. and Wood, C.A., Volcano spacing and lithospheric attenuation in the eastern rift of Kenya. Earth and Planetary Science Letters, 3(1976) 126–144.
[27] Nama, E. E, Lineament detection on Mount Cameroon during the 1999 volcanic eruptions using Landsat ETM International Journal of Remote Sensing, 25(2004) 501–510.
[28] Pour, B. A., Hashim, M, and van Genderen. J., Detection of hydrothermal alteration zones in a tropical region using satellite remote sensing data: Bau goldfield, Sarawak, Malaysia. Ore Geology Reviews. 54(2013) 181–196.
[29] Pour, B. A., Hashim, M, Marghany. M., Exploration of gold mineralization in a tropical region using Earth Observing-1 (EO1) and JERS-1 SAR data: a case study from Bau goldfield, Sarawak, Malaysia. Arabian Journal of Geosciences. 7(2014) 2393–2406.
[30] Rajendran, S., Thirunavukkaraasu, A., Poovalingaganesh, B., Kumar, K.V., and Bhaskaran, G., Discrimination of lowgrade magnetite ores using remote sensing techniques. J. Indian Soc. Remote Sens. 35(2007) 153–162.
[31] Sabins, F. F., Remote Sensing Principles and Interpretation, 2nd ed., (1987) 449.
[32] Sabins, F.F., Remote sensing for mineral exploration. Ore Geol. Rev. 14(1999) 157–183.
[33] Sultan,M., Arvidson, R.E., Sturchio, N.C., and Guinness, E.A. (1987). Lithologic mapping in arid regions with Landsat thematic mapper data: Meatiq dome, Egypt. Geol. Soc. Am. 99(1987) 748.
[34] Tazieff, H., Varet, J., Tectonic significance of the Afar (or Danakil) Depression. Nature 235(1972) 144–147.
[35] Williams, F. M., M. A. J. Williams, and F. Aumento, Tensional fissures and crustal extension rates in the northern part of the Main Ethiopian Rift, J. Afr. Earth Sci., 38(2004) 183–197.