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Lithological discrimination and mineralogical mapping using Landsat-8 OLI and ASTER remote sensing data: Igoudrane region, jbel saghro, Anti Atlas, Morocco 期刊论文
发表期刊: HELIYON. 出版年: 2023, 卷号: 9, 期号: 7
作者:  Baid, Soukaina;  Tabit, Abdelhalim;  Algouti, Ahmed;  Algouti, Abdellah;  Nafouri, Imane;  Souddi, Sabir;  Aboulfaraj, Abdelfattah;  Ezzahzi, Salma;  Elghouat, Akram
收藏  |  浏览/下载：16/0  |  提交时间：2024/09/29
Lithological discrimination  Mineralogical mapping  Alteration  BR  PCA  MNF  ICA  XRD  Reflectance spectrometry  
Evaluating the Performance of Machine Learning and Deep Learning Techniques to HyMap Imagery for Lithological Mapping in a Semi-Arid Region: Case Study from Western Anti-Atlas, Morocco 期刊论文
发表期刊: MINERALS. 出版年: 2023, 卷号: 13, 期号: 6
作者:  Hajaj, Soufiane;  El Harti, Abderrazak;  Jellouli, Amine;  Pour, Amin Beiranvand;  Himyari, Saloua Mnissar;  Hamzaoui, Abderrazak;  Hashim, Mazlan
收藏  |  浏览/下载：17/0  |  提交时间：2024/09/29
HyMap imagery  lithological mapping  machine learning  CNN  KNN  RF  SVM  
Improved Lithological Map of Large Complex Semi-Arid Regions Using Spectral and Textural Datasets within Google Earth Engine and Fused Machine Learning Multi-Classifiers 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 21
作者:  Serbouti, Imane;  Raji, Mohammed;  Hakdaoui, Mustapha;  El Kamel, Fouad;  Pradhan, Biswajeet;  Gite, Shilpa;  Alamri, Abdullah;  Maulud, Khairul Nizam Abdul;  Dikshit, Abhirup
收藏  |  浏览/下载：19/0  |  提交时间：2024/09/20
machine learning algorithms  google earth engine  dempster-shafer theory  lithological mapping  Sentinel 2A  Moroccan Meseta  
Utilization of Landsat-8 (OLI) Image Data for Geological Mapping of the Neo-Proterozoic Basement Rocks in the Central Eastern Desert of Egypt 期刊论文
发表期刊: JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING. 出版年: 2022
作者:  Kamel, Mostafa;  Abdeen, Mamdouh M.;  Youssef, Mostafa M.;  Orabi, Ahmed M.;  Abdelbaky, Elsayed
收藏  |  浏览/下载：31/0  |  提交时间：2022/03/17
Landsat-8 (OLI) data  Image processing  Lithological mapping  Igla area  Central Eastern Desert  
Pixel and Object-Based Machine Learning Classification Schemes for Lithological Mapping Enhancement of Semi-Arid Regions Using Sentinel-2A Imagery: A Case Study of the Southern Moroccan Meseta 期刊论文
发表期刊: IEEE ACCESS. 出版年: 2021, 卷号: 9, 页码: 119262-119278
作者:  Serbouti, Imane;  Raji, Mohammed;  Hakdaoui, Mustapha;  Pradhan, Biswajeet;  Lee, Chang-Wook;  Alamri, Abdullah M.
收藏  |  浏览/下载：19/0  |  提交时间：2021/11/19
Lithological mapping  sentinel-2A  SVM-GEOBIA  remote sensing  moroccan meseta  
Lithological and alteration mapping using Landsat 8 and ASTER satellite data in the Reguibat Shield (West African Craton), North of Mauritania: implications for uranium exploration 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2021, 卷号: 14, 期号: 23
作者:  Ishagh, Mariem Mohameden;  Pour, Amin Beiranvand;  Benali, Hanafi;  Idriss, Abdallahi Mohamedou;  Reyoug, Sid'Ahmed Sidi;  Muslim, Aidy M.;  Hossain, Mohammad Shawkat
收藏  |  浏览/下载：15/0  |  提交时间：2022/02/12
Reguibat Shield  Lithological and alteration mapping  Calcrete  Landsat 8  ASTER  West African Craton  
Detecting Lithium (Li) Mineralizations from Space: Current Research and Future Perspectives 期刊论文
发表期刊: APPLIED SCIENCES-BASEL. 出版年: 2020, 卷号: 10, 期号: 5
作者:  Cardoso-Fernandes, Joana;  Teodoro, Ana C.;  Lima, Alexandre;  Perrotta, Monica;  Roda-Robles, Encarnacion
收藏  |  浏览/下载：11/0  |  提交时间：2020/05/22
satellite data  image processing algorithms  pegmatite  brine  lithological mapping  mineral alteration mapping  geobotanical mapping  
Spectral characterization of the Batuga granite pluton, South Eastern Desert, Egypt: influence of lithological and mineralogical variation on ASD Terraspec data 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2020, 卷号: 13, 期号: 23
作者:  El Sobky, Mohamed A.;  Madani, Ahmed A.;  Surour, Adel A.
收藏  |  浏览/下载：21/0  |  提交时间：2021/01/07
Batuga granite  Lithological discrimination  Mineralogy  ASD Terraspec data  Geological mapping  
A New Band Ratio Approach for Discriminating Calcite and Dolomite by ASTER Imagery in Arid and Semiarid Regions 期刊论文
发表期刊: NATURAL RESOURCES RESEARCH. 出版年: 2020, 卷号: 29, 期号: 5, 页码: 2949-2965
作者:  Rasouli Beirami, Meisam;  Tangestani, Majid H.
收藏  |  浏览/下载：17/0  |  提交时间：2020/05/22
Dolomite  Calcite  Carbonate rocks  Band ratioing  Lithological mapping  ASTER  
Integrating GEOBIA and multi-source remote sensing images to lithological mapping: case study of Skhour Rehamna, Morocco 会议论文
会议名称: Conference on Image and Signal Processing for Remote Sensing XXVI. 会议地点: ELECTR NETWORK. 会议日期: SEP 21-25, 2020
作者:  Serbouti, Imane;  Raji, Mohamed;  Hakdaoui, Mustapha
收藏  |  浏览/下载：17/0  |  提交时间：2021/08/05
Lithological mapping  GEOBIA  Fusion  Sentinel 1  Sentinel 2  DEM  Skhour Rehamna  Morocco