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Published on: December 29, 2021
A large-scale data set of aircraft interaction networks
Raúl López-Martín1, Massimiliano Zanin2
1Instituto de Física Interdisciplinar y Sistemas Complejos CSIC-UIB, Campus Universitat de les Illes Balears, Palma de Mallorca, Spain.
This study introduces a novel dataset of European airspace aircraft interactions, crucial for complex network analysis. The data enables advanced research into air traffic dynamics and network resilience.
Area of Science:
- Complex systems analysis
- Network science
- Air traffic management
Background:
- Complex network concepts are vital for studying real-world phenomena like spreading dynamics and system resilience.
- Availability of real-world datasets is essential for validating complex network models and algorithms.
- Air traffic provides a rich domain for complex network research due to its dynamic and interconnected nature.
Purpose of the Study:
- To present a comprehensive dataset of daily aircraft interactions within European airspace.
- To facilitate research in complex network analysis using real-world, large-scale graph data.
- To support the development of new tools for understanding air traffic dynamics and network resilience.
Main Methods:
- Processing of planned and executed aircraft trajectories.
- Pairwise comparison of aircraft positions to identify interactions.
- Integration of multi-scale metadata on airspace status.
Main Results:
- A dataset comprising 1,708 network representations of daily aircraft interactions.
- Data spans 854 days between 2015 and 2021 across a vast European airspace.
- The dataset includes comprehensive metadata on airspace conditions.
Conclusions:
- The presented dataset is a valuable resource for complex network research.
- It enables the testing and validation of algorithms for air traffic dynamics and network resilience.
- This data can advance the understanding of large-scale real-world network behavior.
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