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Tracking Shahed-136 strike effects at the block and facility level to surface rapidly evolving vulnerabilities and adaptive responses.
Composition of building types and likely damage causes across recorded strikes.
n = 121 cases
Building type damage share
Building type × damage cause
Not observable values are grouped as “Not observable”.
Structural impacts across walls, fenestration, and recorded damage presence.
n = 121 cases
Wall structure × exterior damage
Window damage degree
Damage presence by building part
“Not observable” includes missing/uncertain entries; “No window” separates buildings without windows.
Damage confirmation rate by building type across exterior, interior, slab, and roof components.
n = 121 cases
Damage confirmation share (%) per building type. “Not observable” values are excluded from the rate.
Roof and slab system characteristics with damage confirmation overlays.
n = 121 cases
Roof structure types
Slab structure × damage
Not observable values are grouped as “Not observable”.
Fatality distribution and correlation with facade damage intensity.
n = 121 cases
Fatalities distribution
Building damage × human impact
“No window” cases are isolated as a separate series; “Not observable” values are grouped together.
Priority locations to monitor for cascading civilian impact and infrastructure stress.
Obolon Power Substation
Kyiv
Grid hardening
Mykolaiv Trauma Center
Mykolaiv
Medical continuity
Saltivka Shelter Network
Kharkiv
Civil protection
Dnipro Logistics Hub
Dnipropetrovsk
Supply resiliency