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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：15/0  |  提交时间：2024/09/29
HyMap imagery  lithological mapping  machine learning  CNN  KNN  RF  SVM  
Combination of Sentinel-2 Satellite Images and Meteorological Data for Crop Water Requirements Estimation in Intensive Agriculture 期刊论文
发表期刊: AGRICULTURE-BASEL. 出版年: 2022, 卷号: 12, 期号: 8
作者:  El Hachimi, Jaouad;  El Harti, Abderrazak;  Lhissou, Rachid;  Ouzemou, Jamal-Eddine;  Chakouri, Mohcine;  Jellouli, Amine
收藏  |  浏览/下载：8/0  |  提交时间：2024/09/20
water management  remote sensing  evapotranspiration  Sentinel-2A  FAO-56  
Assessment of the image-based atmospheric correction of multispectral satellite images for geological mapping in arid and semi-arid regions 期刊论文
发表期刊: REMOTE SENSING APPLICATIONS-SOCIETY AND ENVIRONMENT. 出版年: 2020, 卷号: 20
作者:  Chakouri, Mohcine;  Lhissou, Rachid;  El Harti, Abderrazak;  Maimouni, Soufiane;  Adiri, Zakaria
收藏  |  浏览/下载：17/0  |  提交时间：2021/08/05
Atmospheric correction  Remote sensing  FLAASH  DOS1  ATCOR  
Recent advances in the use of public domain satellite imagery for mineral exploration: A review of Landsat-8 and Sentinel-2 applications 期刊论文
发表期刊: ORE GEOLOGY REVIEWS. 出版年: 2020, 卷号: 117
作者:  Adiri, Zakaria;  Lhissou, Rachid;  El Harti, Abderrazak;  Jellouli, Amine;  Chakouri, Mohcine
收藏  |  浏览/下载：22/0  |  提交时间：2020/05/22
Mineral mapping  Hydrothermal alteration  Remote sensing  Landsat  Sentinel  Geology  
Mapping copper mineralization using EO-1 Hyperion data fusion with Landsat 8 OLI and Sentinel-2A in Moroccan Anti-Atlas 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2020, 卷号: 35, 期号: 7, 页码: 781-800
作者:  Adiri, Zakaria;  El Harti, Abderrazak;  Jellouli, Amine;  Maacha, Lhou;  Azmi, Mohamed;  Zouhair, Mohamed;  Bachaoui, El Mostafa
收藏  |  浏览/下载：20/0  |  提交时间：2020/07/01
Remote sensing  copper mineralization  hyperspectral  multispectral fusion  
Mineralogical mapping using Landsat-8 OLI, Terra ASTER and Sentinel-2A multispectral data in Sidi Flah-Bouskour inlier, Moroccan Anti-Atlas 期刊论文
发表期刊: JOURNAL OF SPATIAL SCIENCE. 出版年: 2020, 卷号: 65, 期号: 1, 页码: 147-171
作者:  Adiri, Zakaria;  El Harti, Abderrazak;  Jellouli, Amine;  Maacha, Lhou;  Azmi, Mohamed;  Zouhair, Mohamed;  Bachaoui, El Mostafa
收藏  |  浏览/下载：21/0  |  提交时间：2020/03/23
Remote sensing  OLI  ASTER  Sentinel-2A  mineralogical mapping  
Lithological mapping using Landsat 8 OLI and Terra ASTER multispectral data in the Bas Draa inlier, Moroccan Anti Atlas 期刊论文
发表期刊: JOURNAL OF APPLIED REMOTE SENSING. 出版年: 2016, 卷号: 10
作者:  Adiri, Zakaria;  El Harti, Abderrazak;  Jellouli, Amine;  Maacha, Lhou;  Bachaoui, El Mostafa
收藏  |  浏览/下载：13/0  |  提交时间：2019/11/29
lithological mapping  ASTER  Landsat 8 OLI  band ratios  principal component analysis  support vector machine  
Mapping crop based on phenological characteristics using time-series NDVI of Operational Land Imager data in Tadla irrigated perimeter, Morocco 会议论文
会议名称: Conference on Remote Sensing for Agriculture, Ecosystems, and Hydrology XVII part of the International Symposium on Remote Sensing. 会议地点: Toulouse, FRANCE. 会议日期: SEP 22-24, 2015
作者:  Ouzemou, Jamal-eddine;  El Harti, Abderrazak;  El Moujahid, Ali;  Bouch, Naima;  El Ouazzani, Rabii;  Lhissou, Rachid;  Bachaoui, El Mostaph
收藏  |  浏览/下载：13/0  |  提交时间：2019/12/09
Landsat-8 OLI  crop mapping  NDVI  Tadla irrigated perimeter  Morocco  
Mapping crop based on phenological characteristics using time-series NDVI of Operational Land Imager data in Tadla irrigated perimeter, Morocco 会议论文
会议名称: Conference on Remote Sensing for Agriculture, Ecosystems, and Hydrology XVII part of the International Symposium on Remote Sensing. 会议地点: Toulouse, FRANCE. 会议日期: SEP 22-24, 2015
作者:  Ouzemou, Jamal-eddine;  El Harti, Abderrazak;  El Moujahid, Ali;  Bouch, Naima;  El Ouazzani, Rabii;  Lhissou, Rachid;  Bachaoui, El Mostaph
收藏  |  浏览/下载：9/0  |  提交时间：2019/12/09
Landsat-8 OLI  crop mapping  NDVI  Tadla irrigated perimeter  Morocco