Author

Sofia Hakdaoui

Observed names: Hakdaoui Sofia, Hakdaoui, Sofia, S. Hakdaoui

Observed institutions: Mohammed V University, Scientific Institute of Rabat

ORCID: 0000-0002-8781-8141

Observed ORCID: 0000-0002-8781-8141

OpenAlex ID: A5046705260

Mobile Mapping, Machine Learning and Digital Twin for Road Infrastructure Monitoring and Maintenance: Case Study of Mohammed VI Bridge in Morocco

2020 · Hakdaoui Sofia, Emran Anas, et al. · IEEE International Conference of Moroccan Geomatics (MORGEO) · 73

Stepwise integration of analytical hierarchy process with machine learning algorithms for landslide, gully erosion and flash flood susceptibility mapping over the North-Moungo perimeter, Cameroon

2023 · Alfred Homère Ngandam Mfondoum, Pauline Wokwenmendam Nguet, et al. · Geoenvironmental Disasters · 26

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A Collaborative Change Detection Approach on Multi-Sensor Spatial Imagery for Desert Wetland Monitoring after a Flash Flood in Southern Morocco

2019 · Sofia Hakdaoui, Anas Emran, et al. · Remote Sensing · 22

Assessing the Changes in the Moisture/Dryness of Water Cavity Surfaces in Imlili Sebkha in Southwestern Morocco by Using Machine Learning Classification in Google Earth Engine

2020 · Sofia Hakdaoui, Anas Emran, et al. · Remote Sensing · 16

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Adapting sudden landslide identification product (SLIP) and detecting real-time increased precipitation (DRIP) algorithms to map rainfall-triggered landslides in Western Cameroon highlands (Central-Africa)

2021 · Alfred Homère Ngandam Mfondoum, Pauline Wokwenmendam Nguet, et al. · Geoenvironmental Disasters · 15

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Landsat 8Bands’ 1 to 7 spectral vectors plus machine learning to improve land use/cover classification using Google Earth Engine

2022 · Alfred Homère Ngandam Mfondoum, Sofia Hakdaoui, et al. · Annals of GIS · 12

A novel approach for downscaling land surface temperature from 30 m to 10 m using land features multi-interaction

2025 · Alfred Homère Ngandam Mfondoum, Sofia Hakdaoui, et al. · Annals of GIS · 6

Balancing Land Surface’s Brightness-Shadowing and Spectral Reflectance to Enhance the Discrimination of Built-up Footprint from Surrounding Noise

2021 · Alfred Homere Ngandam Mfondoum, Paul Gerard Gbetkom, et al. · American Journal of Remote Sensing · 5

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Extraction of Water Information Based on SAR Radar and Optical Image Processing: Case of Flood Disaster in Southern Morocco

2019 · Sofia Hakdaoui, Anas Emran · Advances in Science, Technology & Innovation/Advances in science, technology & innovation · 5

Leveraging Landsat, TERRACLIMATE, and SRTM-DEM data to model spatial patterns of unexpected drought at the Sahel/Sahara interface

2026 · Alfred Homère Ngandam Mfondoum, Mesmin Tchindjang, et al. · International Journal of Remote Sensing · 2

Extracting Built-up Features in Complex Biophysical Environments by Using a Landsat Bands Ratio

2020 · A. H. Ngandam Mfondoum, P. G. Gbetkom, et al. · The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences · 2

Improving the Land Surface General Drought Index Model

Leveraging Landsat, TERRACLIMATE, and SRTM-DEM data to model spatial patterns of unexpected drought at the Sahel/Sahara interface

2026 · Mfondoum, Alfred Homère Ngandam, Tchindjang, Mesmin, et al. · Figshare

Lasergrammetry and Photogrammetry for a Survey and 3D Representation of Caves and Its Interest in the Development of Loco-Regional Geo-Tourism: Case of Kef El Baroud Cave, Province of Benslimane, Morocco

2023 · Hicham Benani, Lalla Amina Ouzzaouit, et al. · Advances in Science, Technology & Innovation/Advances in science, technology & innovation

Works count: 20

Citation count: 186

H-index: 6

I10-index: 6