Application of remote sensing techniques in lithologic mapping of Djanet Region, Eastern Hoggar Shield, Algeria
Application of remotely sensed data in geological mapping has been the subject matter of many studies in the last decades. The optimal exploitation of high spatial resolution satellite imagery can contribute to the improvement of the geological map, particularly when it comes to mapping in arid and...
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Published in | Arabian journal of geosciences Vol. 13; no. 14 |
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Main Authors | , |
Format | Journal Article |
Language | English |
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Cham
Springer International Publishing
01.07.2020
Springer Nature B.V |
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Abstract | Application of remotely sensed data in geological mapping has been the subject matter of many studies in the last decades. The optimal exploitation of high spatial resolution satellite imagery can contribute to the improvement of the geological map, particularly when it comes to mapping in arid and desert areas where outcrops are often inaccessible. Djanet area lies in Eastern Hoggar Shield, Algeria. It is characterized by rather high corrugated reliefs and this makes it difficult to collect samples or even get field information from the entire region. The study covers the terrane of Djanet and part of the terrane of Edembo. In addition, this region is probably one of the least explored areas of Hoggar. This is why different remote sensing techniques have been used to make geologic mapping faster and more efficient. Processing of Landsat-7 ETM+ images covering the Djanet region includes various treatments ranging from contrast enhancements to spectral enhancements, and using images in 742 RGB color compositions, calculation processing of band ratios (3/1, 5/4, 7/5) and the (5/7, 2/1, 4/2) and the application of the directional filters, according to the orientations ranging from N000 up to N180E, with a semi-automatic approach for the extraction of lineaments to establish two maps, a lithological map and another linear map. The correlation of these maps with the field data allowed us to check the validity and the correspondence of the different facies and especially to clarify the lithological contours and the identification of the majority of the tectonic accidents derived from the analysis of Landsat satellite data. The geological map obtained gives another image of the region studied and provides new information on the contacts of the lithological units and the structural diagram. |
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AbstractList | Application of remotely sensed data in geological mapping has been the subject matter of many studies in the last decades. The optimal exploitation of high spatial resolution satellite imagery can contribute to the improvement of the geological map, particularly when it comes to mapping in arid and desert areas where outcrops are often inaccessible. Djanet area lies in Eastern Hoggar Shield, Algeria. It is characterized by rather high corrugated reliefs and this makes it difficult to collect samples or even get field information from the entire region. The study covers the terrane of Djanet and part of the terrane of Edembo. In addition, this region is probably one of the least explored areas of Hoggar. This is why different remote sensing techniques have been used to make geologic mapping faster and more efficient. Processing of Landsat-7 ETM+ images covering the Djanet region includes various treatments ranging from contrast enhancements to spectral enhancements, and using images in 742 RGB color compositions, calculation processing of band ratios (3/1, 5/4, 7/5) and the (5/7, 2/1, 4/2) and the application of the directional filters, according to the orientations ranging from N000 up to N180E, with a semi-automatic approach for the extraction of lineaments to establish two maps, a lithological map and another linear map. The correlation of these maps with the field data allowed us to check the validity and the correspondence of the different facies and especially to clarify the lithological contours and the identification of the majority of the tectonic accidents derived from the analysis of Landsat satellite data. The geological map obtained gives another image of the region studied and provides new information on the contacts of the lithological units and the structural diagram. |
ArticleNumber | 632 |
Author | Oulebsir, Fatiha Nemmour-Zekiri, Dalila |
Author_xml | – sequence: 1 givenname: Dalila surname: Nemmour-Zekiri fullname: Nemmour-Zekiri, Dalila email: dnemmour@usthb.dz, nemourd@yahoo.fr organization: University of Sciences and Technology Houari Boumediene (USTHB) – sequence: 2 givenname: Fatiha surname: Oulebsir fullname: Oulebsir, Fatiha organization: University of Sciences and Technology Houari Boumediene (USTHB) |
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Cites_doi | 10.1016/0301-9268(87)90030-1 10.1080/10106048709354087 10.1016/j.jafrearsci.2002.12.001 10.1130/0091-7613(1994)022<0641:PADTIT>2.3.CO;2 10.1016/S0301-9268(01)00195-4 10.1016/j.jafrearsci.2003.05.004 10.2307/j.ctv5j018b 10.1016/j.jafrearsci.2003.07.001 10.1016/j.jafrearsci.2015.12.008 10.1007/978-3-319-96794-3 10.1016/j.precamres.2010.05.011 |
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References | Oulebsir (CR18) 2009 Fezaa, Liégeois, Abdallah, Bruguier, Laouar, Ouabadi (CR14) 2013; 24-1 Caby, Andreopoulos-Renaud (CR8) 1987; 36 CR19 Chorowicz, Deroin (CR10) 2004; 4-2 CR16 CR13 CR11 Bournas, Galdeano, Hamoudi, Baker (CR7) 2003; 37 Black, Latouche, Liégeois, Caby, Bertrand (CR4) 1994; 22 CR2 Zekiri-Nemmour (CR24) 2012 CR3 Girard, Girard (CR15) 1999 Sabins, Freeman, Co (CR20) 1987; 2 Anudu, Essien, Onuba, Ikpokonte (CR1) 2011; 1-2 CR6 Ennih, Liégeois (CR12) 2001; 112 CR5 Yao, Fouché-Grobla, Yéi Oga, Assoma (CR23) 2012; 10-4 Scanvic (CR21) 1983 CR26 Scanvic (CR22) 1992 Liégeois, Latouche, Boughrara, Navez, Guiraud (CR17) 2003; 37 Caloz, Collet (CR9) 2001 R Black (5648_CR4) 1994; 22 J Chorowicz (5648_CR10) 2004; 4-2 JP Liégeois (5648_CR17) 2003; 37 MC Girard (5648_CR15) 1999 GK Anudu (5648_CR1) 2011; 1-2 H Ennih (5648_CR12) 2001; 112 5648_CR26 D Zekiri-Nemmour (5648_CR24) 2012 5648_CR5 R Caby (5648_CR8) 1987; 36 5648_CR6 R Caloz (5648_CR9) 2001 JR Sabins (5648_CR20) 1987; 2 5648_CR2 N Bournas (5648_CR7) 2003; 37 5648_CR3 TK Yao (5648_CR23) 2012; 10-4 F Oulebsir (5648_CR18) 2009 5648_CR19 JY Scanvic (5648_CR22) 1992 JY Scanvic (5648_CR21) 1983 5648_CR11 5648_CR13 5648_CR16 N Fezaa (5648_CR14) 2013; 24-1 |
References_xml | – volume: 24-1 start-page: 24 issue: 1 year: 2013 ident: CR14 article-title: Origine du groupe métasédimentaire de Djanet (Hoggar oriental, Algérie) publication-title: Géochronologie et géochimie Bulletin du Service Géologique National – year: 2009 ident: CR18 publication-title: Pétrographie, géochimie et minéralisations à Sn-W associées du massif de Djilouet (Djanet, Hoggar Oriental) – volume: 36 start-page: 335 year: 1987 end-page: 344 ident: CR8 article-title: Le Hoggar oriental, bloc cratonisé à 730 Ma dans la chaîne panafricaine du nord du continent africain publication-title: Precambrian Res doi: 10.1016/0301-9268(87)90030-1 – ident: CR2 – ident: CR16 – volume: 2 start-page: 251 year: 1987 end-page: 251 ident: CR20 article-title: Remote sensing: principles and interpretation publication-title: Geocarto International doi: 10.1080/10106048709354087 – year: 2012 ident: CR24 publication-title: Evolution thermo-mécanique et tectono-sédimentaire du bloc de Djanet (Hoggar oriental, Algérie). Thèse Doctorat d'Etat – ident: CR6 – year: 1999 ident: CR15 publication-title: Traitement des données de télédétection – volume: 37 start-page: 191 year: 2003 end-page: 205 ident: CR7 article-title: Interpretation of the aeromagnetic map of Eastern Hoggar (Algeria) using the Euler deconvolution, analytic signal and local wavenumber methods publication-title: J Afr Earth Sci doi: 10.1016/j.jafrearsci.2002.12.001 – year: 1992 ident: CR22 publication-title: Télédétection aérospatiale et informations géologiques. Manuels et Méthodes – volume: 10-4 start-page: 161 year: 2012 end-page: 178 ident: CR23 article-title: Extraction de linéaments structuraux à partir d’images satellitaires, et estimation des biais induits, en milieu de socle précambrien métamorphisé publication-title: Revue Télédétection – ident: CR19 – volume: 1-2 start-page: 185 year: 2011 end-page: 198 ident: CR1 article-title: Lineament analysis and interpretation for assessment of groundwater potential of Wamba and adjoining areas, Nasarawa State, Northcentral Nigeria publication-title: J Appl Technol Environ Sanit – volume: 22 start-page: 641 year: 1994 end-page: 644 ident: CR4 article-title: Pan-African displaced terranes in the Tuareg Shield (Central Sahara) publication-title: Geology. doi: 10.1130/0091-7613(1994)022<0641:PADTIT>2.3.CO;2 – ident: CR3 – volume: 4-2 start-page: 211 year: 2004 end-page: 213 ident: CR10 article-title: La télédétection et la cartographie géomorphologique et géologique. Éditions scientifiques GB (Contemporary Publishing International) publication-title: Télédétection. – ident: CR13 – ident: CR11 – volume: 112 start-page: 289 year: 2001 end-page: 302 ident: CR12 article-title: The Moroccan anti-Atlas: the West African craton passive margin with limited Pan-African activity. Implications for the northern limit of the craton publication-title: Precambrian Res doi: 10.1016/S0301-9268(01)00195-4 – year: 1983 ident: CR21 publication-title: Utilisation de la télédétection dans les sciences de la terre. Manuels et Méthodes – volume: 37 start-page: 161 year: 2003 end-page: 190 ident: CR17 article-title: The LATEA metacraton (Central Hoggar, Tuareg Shield, Algeria): behaviour of an old passive margin during the Pan-African orogeny publication-title: J Afr Earth Sci doi: 10.1016/j.jafrearsci.2003.05.004 – ident: CR5 – ident: CR26 – year: 2001 ident: CR9 publication-title: Précis de télédétection doi: 10.2307/j.ctv5j018b – volume: 4-2 start-page: 211 year: 2004 ident: 5648_CR10 publication-title: Télédétection. – volume: 112 start-page: 289 year: 2001 ident: 5648_CR12 publication-title: Precambrian Res doi: 10.1016/S0301-9268(01)00195-4 – volume: 2 start-page: 251 year: 1987 ident: 5648_CR20 publication-title: Geocarto International doi: 10.1080/10106048709354087 – volume-title: Précis de télédétection year: 2001 ident: 5648_CR9 doi: 10.2307/j.ctv5j018b – ident: 5648_CR3 – volume-title: Pétrographie, géochimie et minéralisations à Sn-W associées du massif de Djilouet (Djanet, Hoggar Oriental) year: 2009 ident: 5648_CR18 – ident: 5648_CR5 – volume-title: Utilisation de la télédétection dans les sciences de la terre. 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SubjectTerms | Arid regions CAJG 2018 Topic 2 Colour Earth and Environmental Science Earth science Earth Sciences Exploitation Geologic mapping Geological mapping Geological maps Geology Image contrast Imagery Landsat Landsat satellites Lithology Mapping Outcrops Ratios Remote sensing Satellite imagery Satellites Spaceborne remote sensing Spatial discrimination Spatial resolution Tectonics |
Title | Application of remote sensing techniques in lithologic mapping of Djanet Region, Eastern Hoggar Shield, Algeria |
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