Advanced Building Analysis for Lebanon's Recovery
Miyamoto International combines cutting-edge satellite technology with engineering expertise to assess and monitor building damage across Lebanon. Our comprehensive analysis covers 240,445 buildings across seven districts, providing crucial data to guide humanitarian response and reconstruction efforts.
Advanced Assessment Technology
Leveraging Sentinel satellite imagery and machine learning to deliver precise structural damage analysis across Lebanon's governorates with unprecedented accuracy.
Comprehensive
Coverage
Full assessment of South and Nabatiyeh Governorates, enabling targeted humanitarian response through detailed damage distribution data.
Critical Building Analysis Results Across Lebanon
Our comprehensive satellite-based assessment reveals the full scope of structural damage across Lebanon’s southern regions, providing essential data for humanitarian response.
Buildings Assessed
Critical structures
Moderately Impacted Buildings
Total Impact Rate
Our Multi-Layered Analysis Approach
Miyamoto International employs sophisticated satellite technology and machine learning algorithms to deliver precise structural damage assessments across Lebanon’s affected regions.
Satellite Data Collection
Combining Sentinel-1 SAR radar imaging and Sentinel-2 multispectral data to capture comprehensive structural changes and surface displacement patterns across affected regions.
Machine Learning Analysis
Advanced algorithms process pre-event and post-event data to identify significant changes in building reflectivity and structural integrity, enabling precise damage classification.
Damage Classification
Sophisticated categorization system distinguishing between severe and moderate structural damage, providing crucial data for humanitarian response planning.
Local Leadership, Global Expertise.
Drawing from our extensive global experience, Miyamoto International combines world-class engineering capabilities with detailed local knowledge.
FAQs
Find answers about our satellite-based damage assessment methodology, accuracy levels, and how this data supports humanitarian response efforts in Lebanon.
What is the scope of Miyamoto International's assessment in Lebanon?
Currently, our assessment covers 240,445 buildings across seven districts in Lebanon’s South and Nabatiyeh Governorates, using advanced satellite imagery analysis to evaluate structural damage.
What are the different categories of damage being assessed?
Our assessment classifies damage into two main categories: severe damage and moderate damage. Each is determined through established thresholds based on structural changes detected through satellite analysis.
What are the key findings of the latest assessment?
As of December 2024, approximately 16% of assessed buildings show significant damage, with 8% (19,377 buildings) suffering severe damage and another 8% (19,482 buildings) experiencing moderate damage.
How does this assessment help humanitarian response?
Our analysis provides critical data for prioritizing humanitarian response efforts, helping organizations understand damage distribution patterns and concentrate resources where they’re needed most.
Which areas show the highest concentration of damage?
Marjaayoun and Bent Jbeil districts show the highest damage rates (35-36% of buildings affected), while the Sour district has the highest number of severely damaged buildings (3,121).
Contact
For detailed information about our Lebanon building damage assessment or to discuss specific regional findings, reach out to our technical experts.
Miyamoto International
Achrafiyeh, Beirut
Lebanon
Tel: +961 3 072 914