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Classification of a quickbird satellite image by Machine learning techniques: Mapping an urban Environement by decision tree method

E3S Web of Conferences, 2023, Vol.364, p.4001

2023

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Combining OBIA, CNN, and UAV imagery for automated detection and mapping of individual olive trees

Smart agricultural technology, 2024-12, Vol.9, p.100546, Article 100546

2024

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Template matching technique for smart tree detection and counting with UAV imagery

E3S web of conferences, 2024, Vol.527, p.3002

2024

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Comparative approach of three popular intrinsic vulnerability methods: case of the Beni Amir groundwater (Morocco)

Arabian journal of geosciences, 2018-06, Vol.11 (11), p.1-11, Article 281

2018

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Investigating machine learning and ensemble learning models in groundwater potential mapping in arid region: case study from Tan-Tan water-scarce region, Morocco

Frontiers in water, 2023-12, Vol.5

2023

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Landslide Susceptibility Mapping Using Multi-Criteria Decision-Making (MCDM), Statistical, and Machine Learning Models in the Aube Department, France

Earth (Basel, Switzerland), 2023-09, Vol.4 (3), p.698-713

2023

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Use of GIS, Remote Sensing and Analytical Hierarchy Process for Groundwater Potential Assessment in an Arid Region – A Case Study

Ecological Engineering & Environmental Technology, 2022, Vol.23 (5), p.234-255

2022

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Evaluation of the Impact of Gap Filling Technology in Precipitation Series on the Estimation of Climate Trends, the Case of the Souss Massa Watershed

Ecological Engineering & Environmental Technology, 2024, Vol.25 (4), p.241-251

2024

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Application of Remote Sensing Data in Lithological Discrimination of Kerdous Inlier in the Anti Atlas Belt of Morocco

JOIV : international journal on informatics visualization Online, 2019-08, Vol.3 (2-2), p.227-232

2019

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Multi-level Cellular Automata-based housing allocation model for small cities in developing countries: a case study of Kasba-Tadla city, in Morocco

International journal of urban sustainable development, 2018-05, Vol.10 (2), p.186-202

2018

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Comparison of Landsat-8, ASTER and Sentinel 1 satellite remote sensing data in automatic lineaments extraction: A case study of Sidi Flah-Bouskour inlier, Moroccan Anti Atlas

Advances in space research, 2017-12, Vol.60 (11), p.2355-2367

2017

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Water erosion risk mapping using derived parameters from digital elevation model and remotely sensed data

Geo-spatial information science, 2012-09, Vol.15 (3), p.157-169

2012

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Identification and Mapping of Individual Trees from Unmanned Aerial Vehicle Imagery Using an Object-Based Convolutional Neural Network

Remote sensing in earth systems sciences (Online), 2024-09, Vol.7 (3), p.172-182

2024

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Spatiotemporal monitoring of soil salinization in irrigated Tadla Plain (Morocco) using satellite spectral indices

ITC journal, 2016-08, Vol.50, p.64-73

2016

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Cartographie Automatique et Comptage des Arbres Oliviers A Partir de L’Imagerie de Drone par Un Reseau de Neurones Covolutionnel

Revue Internationale de Géomatique, 2024, Vol.33 (1), p.321-340

2024

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Lithological mapping using Landsat 8 OLI and Terra ASTER multispectral data in the Bas Drâa inlier, Moroccan Anti Atlas

Journal of applied remote sensing, 2016-01, Vol.10 (1), p.16005

2016

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UAV imagery, advanced deep learning, and YOLOv7 object detection model in enhancing citrus yield estimation

Foods and raw materials, 2024-10, p.242-253

2024

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Mapping copper mineralization using EO-1 Hyperion data fusion with Landsat 8 OLI and Sentinel-2A in Moroccan Anti-Atlas

Geocarto international, 2020-05, Vol.35 (7), p.781-800

2020

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Application of optical and radar satellite images for mapping tectonic lineaments in kerdous inlier of the Anti-Atlas belt, Morocco

Remote sensing applications, 2021-04, Vol.22, p.100509, Article 100509

2021

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Crop type mapping from pansharpened Landsat 8 NDVI data: A case of a highly fragmented and intensive agricultural system

Remote sensing applications, 2018-08, Vol.11, p.94-103

2018

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Mineralogical mapping using Landsat-8 OLI, Terra ASTER and Sentinel-2A multispectral data in Sidi Flah-Bouskour inlier, Moroccan Anti-Atlas

Journal of spatial science, 2020-01, Vol.65 (1), p.147-171

2020

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Multispectral UAV data for detection of weeds in a citrus farm using machine learning and Google Earth Engine: Case study of Morocco

Remote sensing applications, 2023-04, Vol.30, p.100941, Article 100941

2023

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Étude de la vulnérabilité des nappes à la pollution en zones semi-arides : cas de la nappe phréatique des Béni Amir au Maroc

Méditerranée (Aix-en-Provence, France), 2016-09

2016

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The use of spectral and geomorphometric data for water erosion mapping in El Ksiba region in the central High Atlas Mountains of Morocco

Applied geomatics, 2014-09, Vol.6 (3), p.159-169

2014

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Synergy between multispectral remote sensing and ground data for the design of a new geodynamic model of the Paleozoic basin opening of central Jebilet (Morocco)

Comptes rendus. Geoscience, 2004-11, Vol.336 (14), p.1311-1320

2004

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Classification of a quickbird satellite image by Machine learning techniques: Mapping an urban Environement by decision tree method

Combining OBIA, CNN, and UAV imagery for automated detection and mapping of individual olive trees

Template matching technique for smart tree detection and counting with UAV imagery

Comparative approach of three popular intrinsic vulnerability methods: case of the Beni Amir groundwater (Morocco)

Investigating machine learning and ensemble learning models in groundwater potential mapping in arid region: case study from Tan-Tan water-scarce region, Morocco

Landslide Susceptibility Mapping Using Multi-Criteria Decision-Making (MCDM), Statistical, and Machine Learning Models in the Aube Department, France

Use of GIS, Remote Sensing and Analytical Hierarchy Process for Groundwater Potential Assessment in an Arid Region – A Case Study

Evaluation of the Impact of Gap Filling Technology in Precipitation Series on the Estimation of Climate Trends, the Case of the Souss Massa Watershed

Application of Remote Sensing Data in Lithological Discrimination of Kerdous Inlier in the Anti Atlas Belt of Morocco

Multi-level Cellular Automata-based housing allocation model for small cities in developing countries: a case study of Kasba-Tadla city, in Morocco

Comparison of Landsat-8, ASTER and Sentinel 1 satellite remote sensing data in automatic lineaments extraction: A case study of Sidi Flah-Bouskour inlier, Moroccan Anti Atlas

Water erosion risk mapping using derived parameters from digital elevation model and remotely sensed data

Identification and Mapping of Individual Trees from Unmanned Aerial Vehicle Imagery Using an Object-Based Convolutional Neural Network

Spatiotemporal monitoring of soil salinization in irrigated Tadla Plain (Morocco) using satellite spectral indices

Cartographie Automatique et Comptage des Arbres Oliviers A Partir de L’Imagerie de Drone par Un Reseau de Neurones Covolutionnel

Lithological mapping using Landsat 8 OLI and Terra ASTER multispectral data in the Bas Drâa inlier, Moroccan Anti Atlas

UAV imagery, advanced deep learning, and YOLOv7 object detection model in enhancing citrus yield estimation

Mapping copper mineralization using EO-1 Hyperion data fusion with Landsat 8 OLI and Sentinel-2A in Moroccan Anti-Atlas

Application of optical and radar satellite images for mapping tectonic lineaments in kerdous inlier of the Anti-Atlas belt, Morocco

Crop type mapping from pansharpened Landsat 8 NDVI data: A case of a highly fragmented and intensive agricultural system

Mineralogical mapping using Landsat-8 OLI, Terra ASTER and Sentinel-2A multispectral data in Sidi Flah-Bouskour inlier, Moroccan Anti-Atlas

Multispectral UAV data for detection of weeds in a citrus farm using machine learning and Google Earth Engine: Case study of Morocco

Étude de la vulnérabilité des nappes à la pollution en zones semi-arides : cas de la nappe phréatique des Béni Amir au Maroc

The use of spectral and geomorphometric data for water erosion mapping in El Ksiba region in the central High Atlas Mountains of Morocco

Synergy between multispectral remote sensing and ground data for the design of a new geodynamic model of the Paleozoic basin opening of central Jebilet (Morocco)

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