Technical Papers
Nov 8, 2017

Diversion Ahead: Modeling the Factors Driving Diversion Airport Choice

Publication: Journal of Infrastructure Systems
Volume 24, Issue 1

Abstract

When airlines and air traffic controllers in the United States decide how to divert flights en route to an airport that is experiencing a complete or partial outage, their decisions determine the resiliency of the aviation network: the speed at which passengers, crew, and the aircraft are recovered. In the following study, the relationship between the choice of diversion airport and the characteristics of an intended destination airport and the individual flights are investigated. Using a binomial logit formulation and data for every diverted domestic flight between 2010 and 2016, it is found that flights are more likely to divert to small airports—those that do not act as airline hubs and carry relatively few passengers and flights—when the intended destination airport of the flight is experiencing a complete or partial outage; the effect is even stronger when the airport experiencing this complete/partial outage is a hub of the airline operating the flight to be diverted. The findings indicate that, when faced with a full or partial airport outage, airlines favor a strategy of diverting flights nearby their intended destination, particularly if the airport experiencing the completely/partial outage is a hub, and waiting until the outage clears, instead of diverting to a distant airport with many flights that would allow passengers to be reaccommodated. While this strategy allows airlines the possibility of recovering their operations (with delay), it may not offer a resilient outcome when airlines are recovering from climate events, which may be long in duration and far-reaching such that proximate diversion airports are affected. As climate events threaten to become more frequent and intense at coastal airports, and the frequency and intensity of events may be more uncertain, airlines should modify their diversion plans and preferences to focus on passenger reaccommodation.

Get full access to this article

View all available purchase options and get full access to this article.

Acknowledgments

The author would like to thank Theo Lim, Chloé Le Comte, Matt Raimo, and Suraj Shah for data collection support; Daniel Suh for data collection and analysis support; and Andrew Churchill, Vincent Reina, Daniel Suh, and the anonymous reviewers for helpful comments.

References

Ayra, E. S., Insua, D. R., and Cano, J. (2014). “To fuel or not to fuel? Is that the question?” J. Am. Stat. Assoc., 109(506), 465–476.
Ball, M., Barnhart, C., Nemhauser, G., and Odoni, A. (2007). “Air transportation: Irregular operations and control.” Chapter 1, Handbooks in operations research and management science, transportation, C. Barnhart and G. Laporte, eds., Elsevier, Amsterdam, Netherlands, 1–67.
Ball, M. O., Chen, C.-Y., Hoffman, R., and Vossen, T. (2001). “Collaborative decision making in air traffic management: Current and future research directions.” New concepts and methods in air traffic management, transportation analysis, P. L. Bianco, P. P. Dell’Olmo, and P. A. R. Odoni, eds., Springer, Berlin, 17–30.
Bednarek, J. R. D. (2001). America’s airports: Airfield development, 1918–1947, 1st Ed., Texas A&M University Press, College Station, TX.
Bertsimas, D., Lulli, G., and Odoni, A. (2008). “The air traffic flow management problem: An integer optimization approach.” Integer programming and combinatorial optimization, A. Lodi, A. Panconesi, and G. Rinaldi, eds., Springer, Berlin, 34–46.
Bertsimas, D., Lulli, G., and Odoni, A. (2011). “An integer optimization approach to large-scale air traffic flow management.” Oper. Res., 59(1), 211–227.
Bertsimas, D., and Patterson, S. S. (1998). “The air traffic flow management problem with enroute capacities.” Oper. Res., 46(3), 406–422.
Bilotkach, V., and Pai, V. (2016). “Hubs versus airport dominance.” Transp. Sci., 50(1), 166–179.
Bloetscher, F., et al. (2014). “Identifying FDOT’s physical transportation infrastructure vulnerable to sea level rise.” J. Infrastruct. Syst., 4013015.
Bolić, T., and Sivčev, Ž. (2011). “Eruption of Eyjafjallajökull in Iceland.” Transp. Res. Rec., 2214, 136–143.
Bratu, S., and Barnhart, C. (2006). “Flight operations recovery: New approaches considering passenger recovery.” J. Scheduling, 9(3), 279–298.
Brown, G., Carlyle, M., Salmerón, J., and Wood, K. (2006). “Defending critical infrastructure.” Interfaces, 36(6), 530–544.
Camp, J., Abkowitz, M., Hornberger, G., Benneyworth, L., and Banks, J. C. (2013). “Climate change and freight-transportation infrastructure: Current challenges for adaptation.” J. Infrastruct. Syst., 363–370.
CFR (Code of Federal Regulations). (2017). “14 CFR 259.4—Contingency plan for lengthy tarmac delays.” ⟨https://www.law.cornell.edu/cfr/text/14/259.4⟩ (Jun. 1, 2016).
Chialastri, A., and Pozzi, S. (2008). “Resilience in the aviation system.” Computer safety, reliability, and security, M. D. Harrison and M.-A. Sujan, eds., Springer, Berlin, 86–98.
Chiu, R. (2013). “Fliers delayed following LAX shooting.” ⟨⟩ (Feb. 23, 2015).
Churchill, A., Lovell, D., and Ball, M. (2010). “Flight delay propagation impact on strategic air traffic flow management.” Transp. Res. Rec., 2177, 105–113.
Dallas/Fort Worth International Airport. (2013). “Event contingency plan for irregular operations (IROPS).” ⟨⟩ (Feb. 23, 2015).
Delgado, L., Prats, X., and Sridhar, B. (2013). “Cruise speed reduction for ground delay programs: A case study for San Francisco International Airport arrivals.” Transp. Res. Part C, 36, 83–96.
Federal Aviation Administration. (2014). “Airport categories—Airports.” ⟨http://www.faa.gov/airports/planning_capacity/passenger_allcargo_stats/categories/⟩ (Feb. 23, 2015).
Fuellhart, K., Ooms, K., Derudder, B., and O’Connor, K. (2016). “Patterns of US air transport across the economic unevenness of 2003–2013.” J. Maps, 12(5), 1253–1257.
Goh, J., and Wiegmann, D. (2001). “An investigation of the factors that contribute to pilots’ decisions to continue visual flight rules flight into adverse weather.” Proc., Human Fact. Ergonomic. Soc. Ann. Meeting, 45(2), 26–29.
Grubesic, T. H., and Matisziw, T. C. (2013). “A typological framework for categorizing infrastructure vulnerability.” GeoJournal, 78(2), 287–301.
Hu, Y., Xu, B., Bard, J. F., Chi, H., and Gao, M. (2015). “Optimization of multi-fleet aircraft routing considering passenger transiting under airline disruption.” Comput. Ind. Eng., 80, 132–144.
Jones, J., and Lovell, D. (2013). “Methods for curbing exemption bias in ground delay programs through speed control.” Transp. Res. Rec., 2400, 37–44.
Karisch, S. E., Altus, S. S., Stojković, G., and Stojković, M. (2012). “Operations.” Quantitative problem solving methods in the airline industry, C. Barnhart and B. Smith, eds., Springer, Boston, 283–383.
Kim, A., and Hansen, M. (2013). “A framework for the assessment of collaborative en route resource allocation strategies.” Transp. Res. Part C, 33, 324–339.
Kim, H., and O’Kelly, M. E. (2009). “Reliable p-hub location problems in telecommunication networks.” Geog. Anal., 41(3), 283–306.
Kohl, N., Larsen, A., Larsen, J., Ross, A., and Tiourine, S. (2007). “Airline disruption management—Perspectives, experiences and outlook.” J. Air Transp. Manage., 13(3), 149–162.
Krozel, J., Capozzi, B., Andre, T., and Smith, P. (2015). “The future national airspace system: Design requirements imposed by weather constraints.” AIAA Guidance, Navigation, and Control Conf. and Exhibit, American Institute of Aeronautics and Astronautics, Reston, VA.
Lei, T. L., and Tong, D. (2013). “Hedging against service disruptions: An expected median location problem with site-dependent failure probabilities.” J. Geog. Syst., 15(4), 491–512.
Lohatepanont, M., and Barnhart, C. (2004). “Airline schedule planning: Integrated models and algorithms for schedule design and fleet assignment.” Transp. Sci., 38(1), 19–32.
Lu, Q.-C., Peng, Z.-R., and Zhang, J. (2015). “Identification and prioritization of critical transportation infrastructure: Case study of coastal flooding.” J. Transp. Eng., 4014082.
Martín, J. C., and Voltes-Dorta, A. (2008). “Theoretical evidence of existing pitfalls in measuring hubbing practices in airline networks.” Netw. Spatial Econ., 8(2–3), 161–181.
Marzuoli, A., et al. (2016). “Multimodal impact analysis of an airside catastrophic event: A case study of the Asiana crash.” IEEE Trans. Intell. Transp. Syst., 17(2), 587–604.
McCrea, M. V., Sherali, H. D., and Trani, A. A. (2008). “A probabilistic framework for weather-based rerouting and delay estimations within an Airspace Planning model.” Transp. Res. Part C, 16(4), 410–431.
Meehl, G. A., and Tebaldi, C. (2004). “More intense, more frequent, and longer lasting heat waves in the 21st century.” Science, 305(5686), 994–997.
Melillo, J. M., Richmond, T., and Yohe, G. W. (2014). “Climate change impacts in the United States: The third national climate assessment.” U.S. Global Change Research Program, Washington, DC.
Miller-Hooks, E., Zhang, X., and Faturechi, R. (2012). “Measuring and maximizing resilience of freight transportation networks.” Comput. Oper. Res., 39(7), 1633–1643.
National Research Council. (2008). “The potential impacts of climate change on U.S. Transportation.”, National Research Council of the National Academies, Washington, DC.
O’Kelly, M. E. (2015). “Network hub structure and resilience.” Netw. Spat. Econ., 15(2), 235–251.
PASSUR Aerospace. (2017). “Diversion management.” ⟨⟩ (Mar. 23, 2017).
Picketts, I. M., Andrey, J., Matthews, L., Déry, S. J., and Tighe, S. (2016). “Climate change adaptation strategies for transportation infrastructure in Prince George, Canada.” Reg. Environ. Change, 16(4), 1109–1120.
Ryerson, M., and Churchill, A. (2013). “Aircraft rerouting due to abrupt facility outages.” Transp. Res. Rec., 2336, 27–35.
Ryerson, M. S., Hansen, M., Hao, L., and Seelhorst, M. (2015). “Landing on empty: Estimating the benefits from reducing fuel uplift in US Civil Aviation.” Environ. Res. Lett., 10(9), 94002.
Ryerson, M. S., and Kim, H. (2013). “Integrating airline operational practices into passenger airline hub definition.” J. Transp. Geog., 31, 84–93.
Ryerson, M. S., and Woodburn, A. (2014). “Build airport capacity or manage flight demand? How regional planners can lead american aviation into a new frontier of demand management.” J. Am. Plann. Assoc., 80(2), 138–152.
Shaw, S.-L. (1993). “Hub structures of major US passenger airlines.” J. Transp. Geog., 1(1), 47–58.
Sherali, H. D., Staats, R. W., and Trani, A. A. (2003). “An airspace planning and collaborative decision-making model. I: Probabilistic conflicts, workload, and equity considerations.” Transp. Sci., 37(4), 434–456.
Sunshine, B. (2015). “Radio silence: The Chicago air traffic control fire.” ⟨⟩ (May 1, 2016).
Thomaselli, R. (2015). “How Delta navigated 63 diversions in one night.” ⟨http://www.travelpulse.com/news/airlines/how-delta-navigated-63-diversions-in-one-night.html⟩ (May 10, 2016).
Tobey, J., et al. (2010). “Practicing coastal adaptation to climate change: Lessons from integrated coastal management.” Coastal Manage., 38(3), 317–335.
Valani, R., Cornacchia, M., and Kube, D. (2010). “Flight diversions due to onboard medical emergencies on an international commercial airline.” Aviat. Space Environ. Med., 81(11), 1037–1040.
Yan, C., Vaze, V., Vanderboll, A., and Barnhart, C. (2016). “Tarmac delay policies: A passenger-centric analysis.” Transp. Res. Part A, 83, 42–62.
Yoon, Y., Hansen, M., and Ball, M. O. (2012). “Optimal route decision with a geometric ground-airborne hybrid model under weather uncertainty.” Transp. Res. Part E, 48(1), 34–49.
Zhang, Y., and Hansen, M. (2008). “Real-time intermodal substitution: Strategy for airline recovery from schedule perturbation and for mitigation of airport congestion.” Transp. Res. Rec., 2052, 90–99.

Information & Authors

Information

Published In

Go to Journal of Infrastructure Systems
Journal of Infrastructure Systems
Volume 24Issue 1March 2018

History

Received: Jun 24, 2016
Accepted: Jun 20, 2017
Published online: Nov 8, 2017
Published in print: Mar 1, 2018
Discussion open until: Apr 8, 2018

Permissions

Request permissions for this article.

Authors

Affiliations

Megan S. Ryerson [email protected]
Professor, Dept. of City and Regional Planning, Dept. of Electrical and Systems Engineering, Univ. of Pennsylvania, Philadelphia, PA 19104. E-mail: [email protected]

Metrics & Citations

Metrics

Citations

Download citation

If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.

Cited by

View Options

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Media

Figures

Other

Tables

Share

Share

Copy the content Link

Share with email

Email a colleague

Share