Review Article

Recent Progress about Flight Delay under Complex Network

Table 6

Recent impact studies on flight delay causality.

RegionTime periodNetwork typeData in time seriesSignificance test methodNetwork property metricRef.

Europe2011.3.1–2011.8.9Airport networkAverage landing delay within one hourGranger causality test extreme events identification-based testLink number[29]
Efficiency
Largest shortest path length
Transitivity
Diameter
Assortativity
China2015.8.1–2015.8.31Airport networkAverage landing delay within one hourGranger causality testLink number[30]
Efficiency
Largest shortest path length
Transitivity
Assortativity
China2012.7.1–2012.7.31Airport networkAverage departure delay within one hour (with consideration of cancelled flights)Granger causality testDegree[31]
Average cluster coefficient
Largest connected cluster
Reciprocity parameter
Community
Motifs
China2016.12.1–2016.12.31Airport networkAverage landing delay within one hourLow-dimensional approximation of condition mutual information for transfer entropy testDegree[32]
Link number
Efficiency
Average cluster coefficient
Assortativity
Motif
Modularity
USA China2012.8.1–2013.8.31Airport networkAverage landing delay within one hourPearson correlation testBetweenness[33]
Diameter
Average path length
Average cluster coefficient
USA2015.1.1–2015.3.31Airport networkTotal departure delay within 15 minutesGranger causality in tail testLink number[34]
Average path length
Average cluster coefficient