Unlock the full potential of Earth Observation🛰️
GEOspatial Artificial Intelligence (GEOAI) is a research group at the National Center for Remote Sensing - CNRS, Lebanon. Our research is focused on AI-assisted mapping spanning various applications, including urban analytics, transportation, waterbodies monitoring and crop-yield estimation. We develop tools to automate the process of urban features extraction and crowd-source data collection. Evidence gained from our models allows for a robust humanitarian response and provides policymakers/key-stakeholders with insights to design tailored regulations and safety countermeasures for urban social good.
GEOAI group provides a unique opportunity for geospatial training in a professional research environment in Lebanon. We have hosted more than 50 students at both undergraduate and graduate levels since 2016.
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GeoUrban-AI Tool

GeoUrban-AI Tool

Ai-powered web-based tool to extract buildings’ footprint

Crop Monitoring using Earth Observation

Crop Monitoring using Earth Observation

Lebanese winter wheat monitoring using Aerial Images

Qaraaoun Reservoir Observatory

Qaraaoun Reservoir Observatory

Qaraaoun Reservoir Volume Estimation from Aerial Images

Silo Bins

Silo Bins

Silo Bins detection from Aerial Images

XAI for Earth Observation

XAI for Earth Observation

Explainable Artificial Intelligence models for Aerial Images

Urban Monitoring through Earth Observation

Urban Monitoring through Earth Observation

The first comprehensive Lebanese Building Footprints autonomously generated using Deep Learning.

Solar Potential Map for Lebanon

Solar Potential Map for Lebanon

Solar Potential Assessment using Multi-Class Buildings Segmentation from Aerial Images

Lebanese Observatory for Crashes on Road

Lebanese Observatory for Crashes on Road

LOCR serves to mine and analyze spatio-temporal road crashes trends using representative time-series.

Meet the Team

Members

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Ali J. GHANDOUR

Associate Researcher

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Arwa Atheell

Graduate Student

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Ali Mayladan

Graduant Student

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Ali Samhat

Python Developer

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Hanaa Makki

Geomatics and Surveying Engineer

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Hasan Moughnieh

Research Engineer

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Hassan Nasrallah

Computer Vision Engineer

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Hossein Shreim

Graduate Student

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Hussein Allaw

Engineering Student

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Louma Mehyeddine

Graduate Student

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Mohamad Dimassi

Software Engineer

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Mohamad Zaraket

Graduate Student

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Mohammad Hasan Zahweh

Graduate Student

Collaborators

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Abdul Karim Gizzini

Post Doctoral Researcher

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Ghaleb Faour

Director

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Jamal Haydar

Associate Professor Engineer

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Mustafa Shukor

PhD Student

Alumni

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Adam Issa

Senior Product Engineer

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Ali Hariri

Phd Student

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Houssam Krayem

Mobile Developer

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Huda Hammoud

Data Engineering Consultant

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Jad Chahine

Senior Full Stack Software Engineer

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Kawthar Salami

Software Developer

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Mohamad Abdallah

Security Expert

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Nadia Mouawad

Domain Manager

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