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Severe Damage Pixels Density Map
Following the RandomForest Classification, the severe damage class (target class) is of interest. below is an interactive map showing Severe Damages Pixels Density per Operational Zone. Density is calculated using the 'Severe Damage' class pixels count obtained from QGIS using the zonal statistics plugin.
Beirut Explosion Damage Assessment
Reported Observations Based Analysis & Satellite Imagery Change Detection