Port Cargo Throughput and Vessel Congestion Analysis

Measure real cargo throughput and anchorage congestion at major global ports. Klarety processes Sentinel-2 optical imagery to count vessels at berth and in anchorage, estimate container stack density, and track berth utilization week-over-week. Logistics planners use reports to anticipate delays and optimize scheduling.

Port throughput intelligence without AIS reliance

Klarety AI
Klarety AI chat composer interface

Congestion reports from optical satellite passes

Klarety agents count vessels at berth and anchorage from Sentinel-2 and return weekly throughput and utilization reports.

Sentinel-2
Klarety satellite analysis output

Vessel counting and container stack density

Agents classify vessel presence by size class, compute anchorage occupancy, and estimate container yard density from optical imagery.

GIS Output
Klarety AI map annotation overlay

Port activity layers for freight GIS platforms

Export vessel count polygons and berth utilization grids for port operations and freight visibility system integration.

Optical vessel counting and berth utilization scoring

Klarety agents detect vessel presence in Sentinel-2 imagery by identifying bright linear targets against port water, classify size by pixel footprint, and count vessels per berth zone and anchorage polygon. Berth utilization is scored as occupied berths divided by total berths. Output is a weekly utilization table and vessel count GeoJSON.

Klarety AIAnalyze port activity at your terminal
analysis/singapore_port_congestion.pyAgent code
output/singapore_port_report.mdOutput report

Try Klarety now.