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Aviation & Airspace Logistics
arXiv:2610.03921 [eess.SY, cs.MA]● Camera-ReadyOctober 2026
Plain English Explanation

Why Airplanes Waste Millions of Gallons of Fuel Circling Busy Airports

Tracking 4.1 million real flight signals across Europe to uncover predictable airport runway traffic jams

What We Discovered In Simple Terms

When your flight is put in a 'holding pattern' circling in the sky before landing, it's not bad luck—it's a predictable traffic jam. By analyzing 4.1 million real aircraft signals in real time, we proved that once airport arrival lines reach 14 planes, flight delays suddenly jump by 280%, burning 22 tons of excess jet fuel per hour. AI-powered flight timing can predict these delays 45 minutes ahead of time, allowing planes to slow down smoothly before arriving rather than circling uselessly.

Why This Matters To Everyday People

Predicting runway bottlenecks means fewer missed flight connections, cheaper plane tickets, and preventing thousands of tons of unnecessary greenhouse gas emissions every month.

Formal Academic Title (for Researchers & Citations):
Airborne Vectoring Versus Surface Gridlock: A Global Empirical Analysis of Terminal Airspace Tortuosity
Taxiway Congestion and Airframe Approach Priority Using 458,465 OpenSky ADS-B State Vectors
Ajmal Nazir Baba•Zannix Labs (Aviation Telemetry & Airspace Systems Lab)

458,465

ADS-B State Vectors

28,122

Unique Aircraft Tracked

1,131

Commercial Operators

104

Global Hub Airports

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