PhD / 2025 to Present / Ongoing research
Reading the city.
Studying change.
Integration of Artificial Intelligence into the Generation and Updating of Urban Planning Documents.
AI ×
Urban planning
Intégration de l’intelligence artificielle dans la génération et la mise à jour des documents d’urbanisme.
My current research direction includes multitemporal analysis of urban dynamics around Oujda using remote sensing data.
Ongoing research
Research areas
Territorial
intelligence.
- Artificial Intelligence
- Urban Planning
- Remote Sensing
- GIS
- Geospatial AI
- Urban Change Detection
- Earth Observation
- Smart Cities
- Territorial Intelligence
Methods & tools
Sentinel imagery · Optical remote sensing · SAR · NDVI · NDBI
Python · GeoPandas · Rasterio · Scikit learn
This work is in progress. Scientific results and publications will be added when available.
Research notes ↗