Use of the Sentinel-2A multispectral image for litho-structural and alteration mapping in Al Glo'a map sheet (1/50,000) (Bou Azzer-El Graara inlier, Central Anti-Atlas, Morocco)

• Autorzy: El Atillah Abdessamad , El Morjani Zine El Abidine , Souhassou Mustapha

Identyfikatory

DOI

10.2478/arsa-2019-0007

• Języki publikacji: EN

Abstrakty

EN

The discovery of natural resources remains the main mission of Earth observation satellites, especially in geographical areas that have a very difficult accessibility as those of the Bou Azzer-El Graara inlier (Central Anti-Atlas, Morocco). This work investigates the use of different satellite data, such as Sentinel-2A's multispectral imagery, in order to direct the prospection program in an efficient manner, saving both time and cost. The image processing methods of Landsat 7, 8, and “Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER)” (30 m/15 m) were used to create methods for Sentinel-2A images (10 m). The red, green, blue (RGB) image 12.8.2, 11/12.11/2.11/8, principal component (PC) 1,2,3(11.12.2), and other new images were the result of principal component analysis (PCA), and classification by the Iterative Self-Organizing Data Analysis Technique (ISODATA) and K-Means allowed realization of a lithological cartography as well as maps of lineaments through directional filters and the ratio of 11/12 for hydrothermal alteration zone mapping. The assembly of lithological, structural, and hydrothermal alteration data gave an idea of the mineralogy of the study area. Validity of the results was tested by comparison with the field data and the geological maps of the studied site (62% for the hydrothermal alteration zone, 81% for the lithological map, and 74% for the structural map).

Słowa kluczowe

EN

remote sensing; multispectral image; Sentinel-2A; mineral prospecting; Bou Azzer-El Graara inlier; Morocco

• Wydawca: Centrum Badań Kosmicznych PAN ; De Gruyter
• Czasopismo: Artificial Satellites : Journal of Planetary Geodesy
• Rocznik: 2019
• Tom: Vol. 54, No. 3
• Strony: 73--96
• Opis fizyczny: Bibliogr. 25 poz., rys., tab.

Twórcy

autor

El Atillah Abdessamad

• Ibn Zohr University, Polydisciplinary Faculty of Taroudant, Egerne, Taroudant 83000, Morocco

autor

El Morjani Zine El Abidine

• Ibn Zohr University, Polydisciplinary Faculty of Taroudant, Egerne, Taroudant 83000, Morocco

autor

Souhassou Mustapha

• Ibn Zohr University, Polydisciplinary Faculty of Taroudant, Egerne, Taroudant 83000, Morocco

Bibliografia

• Achek, H., & Aidouni, N.(2014) Essai de cartographie géologique par la télédétection optique de la région Hank (Sud-Ouest Algérien).
• Adiri, Z., El-Harti, A., Jellouli, A., & Maacha, L. (2016) Lithological mapping using Landsat 8 and ASTER multispectral data in the Bas Drâa inlier, Moroccan Anti Atlas. Journal of Applied Remote Sensing.
• Al HAKIM, A., & SULISTIJO, B. (2013) Integrated Exploration Method to Determine Cu Prospect In Seweden District, Blitar, East Java. Procedia Earth and Planetary Science, 64-69.
• Amri, K., Mahdjoub, Y., & Guergour, L. (2009) Apport des images Landsat 7 ETM+ pour la discrimination lithologique et l'étude structurale de la région d'Afara Héouine, Tahifet, Hoggar Central. Journées d'Animation Scientifique (JAS09) de l'AUF Alger.
• Amri, K., Rabai, G., Benbakhti, I. M., & Khennouche, M. N. (2017) Mapping geology in Djelfa District (Saharan Atlas, Algeria), using Landsat 7 ETM+ data: an alternative method to discern lithology and structural elements. Arab J Geosci.
• Corumluoglu O., Vural A., & Asri ø. (2015) Determination of Kula Basalts (Geosite) in Turkey using Remote Sensing Techniques”. Journal of Arabian Geosciences. 8:10105-10117. [HYPERLINK "http://spiedl.aip.org/jhtml/doi.jsp" doi: 10.1007/s12517-015-1914-4].
• Escadafal, & Peuget. (1987) Comparaison des données Landsat MSS et TM pour la cartographie des formations superficielles en zone aride (Tunisie méridionale)”. in: Guyenne, T.D. (ed.); Calabresi, G. (ed.) - European coordinated effort for monitoring the earth's environment : a pilot project campaign on Landsat Thematic Mapper applications (1985-87): 301-307.
• Gad S. & Raef A. (2012) Factor analysis approach for composited ASTER band ratios and wavelet transform pixel-level image fusion: lithological mapping of the Neoproterozoic Wadi Kid area, Sinai, Egypt. International Journal of Remote Sensing, 33:5, 1488-1506. [HYPERLINK "http://spiedl.aip.org/jhtml/doi.jsp" doi: HYPERLINK "https://doi.org/10.1080/01431161.2011.577106" 10.1080/01431161.2011.577106].
• GDAL (s.d.). Consulté le 12 15, 2017, sur GDAL - Geospatial Data Abstraction Library: http://www.gdal.org/frmt_sentinel2.html.
• Imessaoudene, M. (2012) Utilisation de la télédétection pour la cartographie géologique du Massif des Eglab et de sa bordure sédimentaire (Sud-Ouest algérien). MEMOIRE DE FIN D’ETUDE, UNIVERSITE FERHAT ABBAS - SETIF, INSTITUT D’ARCHITECTURE &DES SCIENCES.
• Mike, A. (2005, 08 02). Les données Aster.
• Mwaniki, M. W., Moeller, M. S., & Schellmann, G. (2015) A comparison of Landsat 8 (OLI) and Landsat 7 (ETM+) in mapping geology and visualising lineaments: A case study of central region Kenya. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XL-7/W3.
• Nair A. & Mathew G. (2012) Lithological discrimination of the Phenaimata felsic-mafic complex, Gujarat, India, using the Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER). International Journal of Remote Sensing, 33:1, 198-219. [doi: HYPERLINK "https://doi.org/10.1080/01431161.2011.591441" 10.1080/01431161.2011.591441].
• Öztan N. & Süzen M. (2011) Mapping evaporate minerals by ASTER. International Journal of Remote Sensing, 32:6, 1651-1673. [HYPERLINK "http://spiedl.aip.org/jhtml/doi.jsp" doi: HYPERLINK "https://doi.org/10.1080/01431160903586799" 10.1080/01431160903586799].
• Ouattara, G., Koffi, G., & Yao, A. (2012)Contribution des images satellitales Landsat 7 ETM+ à la cartographie lithostructurale du Centre-Est de la Cote d'Ivoire (Afrique de l'Ouest). International Journal of Innovation and Applied Studies, 61-75.
• Pour, A., & Hashim, M. (2014) Hydrothermal alteration mapping using Landsat-8 data, Sar Cheshmeh copper mining district, SE Iran. Journal of Taibah University for Science.
• Qaid, A. M., & Basavarajappa, H. (2008) Application of Optimum Index Factor Technique to Landsat-7 Data for Geological Mapping of North East of Hajjah, Yemen. AmericanEurasian Journal of Scientific Research, 84-91.
• SHADDAD, I. A. (2005) APPLICATION OF REMOTE SENSING TECHNIQUES FOR REGIONAL GEOLOGICAL SURVEY IN SOME SELECTED AREAS, SUDAN. Workshop International Télédétection et Systèmes d'Information Géographique "Information Spatiale et Développement Durable", 35-36.
• Shahriari H., Honarmand M. & Ranjbar H. (2015) Comparison of multi-temporal ASTER images for hydrothermal alteration mapping using a fractal-aided SAM method. International Journal of Remote Sensing, 36:5, 1271-1289. [HYPERLINK "http://spiedl.aip.org/jhtml/doi.jsp" doi: HYPERLINK "https://doi.org/10.1080/01431161.2015.1011352" 10.1080/01431161.2015.1011352].
• Soulaimani A., Admou H., Fekkak A., Égal E., Roger J., Youbi N., Razin Ph., Blein O., Baudin T. (2013a) Carte géol. Maroc (1/50 000), feuille Al Glo’a - Notes et Mémoires Serv. Géol. Maroc, N°532, MEM/BRGM. Notice explicative par A. Soulaimani, E. Egal, Ph. Razin, N. Youbi, H. Admou, O. Blein, L. Barbanson, D. Gasquet, M. Bouabdelli, Anzar Conseil.
• Soulaimani A., Egal E., Razin Ph., Youbi N., Admou H., Blein O., Barbanson L., Gasquet D., Bouabdelli M., Anzar Conseil (2013b) Notice explicative carte géol. Maroc (1/50 000), feuille Al Glo’a, Notes et Mémoires Serv. Géol. Maroc, N°532 bis, MEM/BRGM. Carte géologique par Soulaimani A., Admou H., Fekkak A., Égal E., Roger J., Youbi N., Razin Ph., Blein O., Baudin T., (2013) (HYPERLINK "https://www.researchgate.net/profile/Soulaimani_Abderrahmane/publication/278776652_Notice_explicative_de_la_Carte_geologiques_du_Maroc_150_000_feuille_Al_Gloa/links/55f800b508ae07629dce95d7/Notice-explicative-de-la-Carte-geologiques-du-Maroc-1-50-000-feuille-Al-Gloa.pdf" https://www.researchgate.net/profile/Soulaimani_Abderrahmane/publication/278776652_Notice_explicative_de_la_Carte_geologiques_du_Maroc_150_000_feuille_Al_Gloa/links/55f800b508ae07629dce95d7/Notice-explicative-de-la-Carte-geologiques-du-Maroc-1-50-000-feuille-Al-Gloa.pdf).
• USGS Landsat Program. (s.d.). Consulté le 12 15, 2017, sur USGS Landsat Program: https://twitter.com/usgslandsat/status/837696716417687553.
• Vural, A., Corumluoglu, O., & Asri, I. (2016) Exploring Gördes Zeolite Sites by Feature Oriented Principle Component Analysis of LANDSAT Images. Caspian Journal of Environmental Sciences, 14(4), 285-298.
• Vural A., Corumluoglu O., & Asri I. (2017) Remote Sensing Technique for Capturing and Exploration of Mineral Deposit Sites in Gümüúhane Metallogenic Province, Ne Turkey. Journal of Geological Society of India. 90 (5):625-633. [HYPERLINK "http://spiedl.aip.org/jhtml/doi.jsp" doi: 10.1007/s1259].
• Wang W., Zhou W., Yang R., Yuan T. (2015) Development and application of the alteration mineral information extraction system based on ASTER data. Proc. SPIE 9675, AOPC 2015: Image Processing and Analysis, 96750P.

Uwagi

Opracowanie rekordu ze środków MNiSW, umowa Nr 461252 w ramach programu "Społeczna odpowiedzialność nauki" - moduł: Popularyzacja nauki i promocja sportu (2020).