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Gravity models for airline passenger volume estimation

Citations

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Cited by:

  1. Klophaus, Richard & Grosche, Tobias, 2020. "Consumer surplus analysis of selected long-haul air transport routes connecting Germany with California and China," Research in Transportation Economics, Elsevier, vol. 80(C).
  2. Ducruet, César & Itoh, Hidekazu & Berli, Justin, 2020. "Urban gravity in the global container shipping network," Journal of Transport Geography, Elsevier, vol. 85(C).
  3. Leandro, Francisco & Andrade, Antonio R. & Kalakou, Sofia, 2021. "Designing aviation networks under Public Service Obligations (PSO): A case study in Greece," Journal of Air Transport Management, Elsevier, vol. 93(C).
  4. Gao, Yi, 2020. "Estimating the sensitivity of small airport catchments to competition from larger airports: A case study in Indiana," Journal of Transport Geography, Elsevier, vol. 82(C).
  5. Xiao, Yi & Liu, John J. & Hu, Yi & Wang, Yingfeng & Lai, Kin Keung & Wang, Shouyang, 2014. "A neuro-fuzzy combination model based on singular spectrum analysis for air transport demand forecasting," Journal of Air Transport Management, Elsevier, vol. 39(C), pages 1-11.
  6. Katrin Oesingmann, 2022. "The determinants of air cargo flows and the role of multinational agreements: An empirical comparison with trade and air passenger flows," The World Economy, Wiley Blackwell, vol. 45(8), pages 2370-2393, August.
  7. Tao Li, 2017. "A Demand Estimator Based on a Nested Logit Model," Transportation Science, INFORMS, vol. 51(3), pages 918-930, August.
  8. Birolini, Sebastian & Antunes, António Pais & Cattaneo, Mattia & Malighetti, Paolo & Paleari, Stefano, 2021. "Integrated flight scheduling and fleet assignment with improved supply-demand interactions," Transportation Research Part B: Methodological, Elsevier, vol. 149(C), pages 162-180.
  9. Su, Kai & Yu, Qiang & Yue, Depeng & Zhang, Qibin & Yang, Lan & Liu, Zhili & Niu, Teng & Sun, Xiaoting, 2019. "Simulation of a forest-grass ecological network in a typical desert oasis based on multiple scenes," Ecological Modelling, Elsevier, vol. 413(C).
  10. Calzada, Joan & Fageda, Xavier & Safronov, Roman, 2022. "How do global airline alliances affect flight frequency? Evidence from Russia," Journal of Air Transport Management, Elsevier, vol. 98(C).
  11. Gao, Yi & Sobieralski, Joseph B., 2021. "Spatial and operational factors behind passenger yield of U.S. nonhub primary airports," Journal of Air Transport Management, Elsevier, vol. 90(C).
  12. de Paula, R.O. & Silva, L.R. & Vilela, M.L. & Cruz, R.O.M., 2019. "Forecasting passenger movement for Brazilian airports network based on the segregation of primary and secondary demand applied to Brazilian civil aviation policies planning," Transport Policy, Elsevier, vol. 77(C), pages 23-29.
  13. Birolini, Sebastian & Jacquillat, Alexandre & Cattaneo, Mattia & Antunes, António Pais, 2021. "Airline Network Planning: Mixed-integer non-convex optimization with demand–supply interactions," Transportation Research Part B: Methodological, Elsevier, vol. 154(C), pages 100-124.
  14. Wang, Yu-Chen & Wong, Jinn-Tsai, 2019. "Exploring air network formation and development with a two-part model," Journal of Transport Geography, Elsevier, vol. 75(C), pages 122-131.
  15. Javier Rubio-Herrero & Jesús Muñuzuri, 2021. "Indirect estimation of interregional freight flows with a real-valued genetic algorithm," Transportation, Springer, vol. 48(1), pages 257-282, February.
  16. Tirtha, Sudipta Dey & Bhowmik, Tanmoy & Eluru, Naveen, 2024. "Accommodating spatio-temporal dependency in airline demand modeling," Journal of Air Transport Management, Elsevier, vol. 116(C).
  17. Suau-Sanchez, Pere & Burghouwt, Guillaume & Pallares-Barbera, Montserrat, 2014. "An appraisal of the CORINE land cover database in airport catchment area analysis using a GIS approach," Journal of Air Transport Management, Elsevier, vol. 34(C), pages 12-16.
  18. Dobruszkes, Frédéric & Vandermotten, Christian, 2022. "Do scale and the type of markets matter? Revisiting the determinants of passenger air services worldwide," Journal of Air Transport Management, Elsevier, vol. 99(C).
  19. Hanson, Daniel & Toru Delibasi, Tuba & Gatti, Matteo & Cohen, Shamai, 2022. "How do changes in economic activity affect air passenger traffic? The use of state-dependent income elasticities to improve aviation forecasts," Journal of Air Transport Management, Elsevier, vol. 98(C).
  20. Tillmann, Andreas M. & Joormann, Imke & Ammann, Sabrina C.L., 2023. "Reproducible air passenger demand estimation," Journal of Air Transport Management, Elsevier, vol. 112(C).
  21. Wang, Sen & Gao, Yi, 2021. "A literature review and citation analyses of air travel demand studies published between 2010 and 2020," Journal of Air Transport Management, Elsevier, vol. 97(C).
  22. Zetina, Carlos Armando & Contreras, Ivan & Cordeau, Jean-François, 2019. "Profit-oriented fixed-charge network design with elastic demand," Transportation Research Part B: Methodological, Elsevier, vol. 127(C), pages 1-19.
  23. Chen, Jieh-Haur & Wei, Hsi-Hsien & Chen, Chih-Lin & Wei, Hsin-Yi & Chen, Yi-Ping & Ye, Zhongnan, 2020. "A practical approach to determining critical macroeconomic factors in air-traffic volume based on K-means clustering and decision-tree classification," Journal of Air Transport Management, Elsevier, vol. 82(C).
  24. Gelhausen, Marc C. & Berster, Peter & Wilken, Dieter, 2018. "A new direct demand model of long-term forecasting air passengers and air transport movements at German airports," Journal of Air Transport Management, Elsevier, vol. 71(C), pages 140-152.
  25. Tirtha, Sudipta Dey & Bhowmik, Tanmoy & Eluru, Naveen, 2023. "Understanding the factors affecting airport level demand (arrivals and departures) using a novel modeling approach," Journal of Air Transport Management, Elsevier, vol. 106(C).
  26. Tsui, Wai Hong Kan & Fung, Michael Ka Yiu, 2016. "Analysing passenger network changes: The case of Hong Kong," Journal of Air Transport Management, Elsevier, vol. 50(C), pages 1-11.
  27. Sun, Shaolong & Lu, Hongxu & Tsui, Kwok-Leung & Wang, Shouyang, 2019. "Nonlinear vector auto-regression neural network for forecasting air passenger flow," Journal of Air Transport Management, Elsevier, vol. 78(C), pages 54-62.
  28. Hwang, Cherng-Chwan & Shiao, Guo-Chou, 2011. "Analyzing air cargo flows of international routes: an empirical study of Taiwan Taoyuan International Airport," Journal of Transport Geography, Elsevier, vol. 19(4), pages 738-744.
  29. repec:dau:papers:123456789/6792 is not listed on IDEAS
  30. Tascón, Diana C. & Díaz Olariaga, Oscar, 2021. "Air traffic forecast and its impact on runway capacity. A System Dynamics approach," Journal of Air Transport Management, Elsevier, vol. 90(C).
  31. Alessio Baldassarre & Danilo Carullo & Paolo Di Caro & Elisa Fusco & Pasquale Giacobbe & Carlo Orecchia, 2023. "Bilateral Regional Trade Flows in Italy: an Origin-Destination-Commodity GWR-SAR approach," Working Papers wp2023-18, Ministry of Economy and Finance, Department of Finance.
  32. Oesingmann, Katrin, 2022. "The effect of the European Emissions Trading System (EU ETS) on aviation demand: An empirical comparison with the impact of ticket taxes," Energy Policy, Elsevier, vol. 160(C).
  33. Cheung, Tommy King-Yin & Wong, Wai-hung & Zhang, Anming & Wu, Yangming, 2020. "Spatial panel model for examining airport relationships within multi-airport regions," Transportation Research Part A: Policy and Practice, Elsevier, vol. 133(C), pages 148-163.
  34. Valdes, Victor, 2015. "Determinants of air travel demand in Middle Income Countries," Journal of Air Transport Management, Elsevier, vol. 42(C), pages 75-84.
  35. Boonekamp, Thijs & Zuidberg, Joost & Burghouwt, Guillaume, 2018. "Determinants of air travel demand: The role of low-cost carriers, ethnic links and aviation-dependent employment," Transportation Research Part A: Policy and Practice, Elsevier, vol. 112(C), pages 18-28.
  36. Truong, Dothang, 2021. "Estimating the impact of COVID-19 on air travel in the medium and long term using neural network and Monte Carlo simulation," Journal of Air Transport Management, Elsevier, vol. 96(C).
  37. Maertens, Sven & Grimme, Wolfgang & Jung, Martin, 2014. "An economic–geographic assessment of the potential for a new air transport hub in post-Gaddafi Libya," Journal of Transport Geography, Elsevier, vol. 38(C), pages 1-12.
  38. Suau-Sanchez, Pere & Voltes-Dorta, Augusto & Rodríguez-Déniz, Héctor, 2016. "Measuring the potential for self-connectivity in global air transport markets: Implications for airports and airlines," Journal of Transport Geography, Elsevier, vol. 57(C), pages 70-82.
  39. Seabra, Fernando & Valente, Amir Mattar & Silva, Leandro R. & Assis, Rafaella & Acordi, Carla & Marcon, Aline Filéti & Bauer, Martina Matte, 2020. "Determinants of Brazilian international flights: The role of hub-and-spoke and infrastructure variables," Journal of Air Transport Management, Elsevier, vol. 89(C).
  40. Alderighi, Marco & Gaggero, Alberto A., 2014. "The effects of global alliances on international flight frequencies: Some evidence from Italy," Journal of Air Transport Management, Elsevier, vol. 39(C), pages 30-33.
  41. Matsumoto, Hidenobu & Domae, Koji, 2019. "Assessment of competitive hub status of cities in Europe and Asia from an international air traffic perspective," Journal of Air Transport Management, Elsevier, vol. 78(C), pages 88-95.
  42. Gizem Kaya & Umut Aydın & Burç Ülengin, 2023. "A Comparison of Forecasting Performance of PPML and OLS estimators: The Gravity Model in the Air Cargo Market," EKOIST Journal of Econometrics and Statistics, Istanbul University, Faculty of Economics, vol. 0(39), pages 112-128, December.
  43. Linna Li & Becky P.Y. Loo, 2017. "Railway Development And Air Patronage In China, 1993–2012: Implications For Low‐Carbon Transport," Journal of Regional Science, Wiley Blackwell, vol. 57(3), pages 507-522, June.
  44. Birolini, Sebastian & Cattaneo, Mattia & Malighetti, Paolo & Morlotti, Chiara, 2020. "Integrated origin-based demand modeling for air transportation," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 142(C).
  45. Shigetomi, Yosuke & Nansai, Keisuke & Kagawa, Shigemi & Kondo, Yasushi & Tohno, Susumu, 2017. "Economic and social determinants of global physical flows of critical metals," Resources Policy, Elsevier, vol. 52(C), pages 107-113.
  46. Li, Yongling & Wang, Jiaoe & Huang, Jie & Chen, Zhuo, 2022. "Impact of COVID-19 on domestic air transportation in China," Transport Policy, Elsevier, vol. 122(C), pages 95-103.
  47. Dantas, Tiago Mendes & Cyrino Oliveira, Fernando Luiz & Varela Repolho, Hugo Miguel, 2017. "Air transportation demand forecast through Bagging Holt Winters methods," Journal of Air Transport Management, Elsevier, vol. 59(C), pages 116-123.
  48. Pita, João Pedro & Antunes, António Pais & Barnhart, Cynthia & de Menezes, António Gomes, 2013. "Setting public service obligations in low-demand air transportation networks: Application to the Azores," Transportation Research Part A: Policy and Practice, Elsevier, vol. 54(C), pages 35-48.
  49. Li Long, Chan & Guleria, Yash & Alam, Sameer, 2021. "Air passenger forecasting using Neural Granger causal Google trend queries," Journal of Air Transport Management, Elsevier, vol. 95(C).
  50. Abdelghany, Ahmed & Guzhva, Vitaly S., 2022. "Exploratory analysis of air travel demand stimulation in first-time served markets," Journal of Air Transport Management, Elsevier, vol. 98(C).
  51. Grosche, Tobias & Klophaus, Richard & Seredyński, Adam, 2020. "Market concentration in German air transport before and after the Air Berlin bankruptcy," Transport Policy, Elsevier, vol. 94(C), pages 78-88.
  52. Dewansh Raheja & Y. X. LEE & Z. W. Zhong, 2017. "Utilizing Regression Algorithms for ATS Route Forecasts," Journal of ICT, Design, Engineering and Technological Science, Juhriyansyah Dalle, vol. 1(1), pages 10-12.
  53. Paula Margaretic & Christine Thomas-Agnan & Romain Doucet, 2017. "Spatial dependence in (origin-destination) air passenger flows," Papers in Regional Science, Wiley Blackwell, vol. 96(2), pages 357-380, June.
  54. César Ducruet & Hidekazu Itoh & Justin Berli, 2020. "Urban gravity in the global container shipping network," Post-Print halshs-02588449, HAL.
  55. Dey Tirtha, Sudipta & Bhowmik, Tanmoy & Eluru, Naveen, 2022. "An airport level framework for examining the impact of COVID-19 on airline demand," Transportation Research Part A: Policy and Practice, Elsevier, vol. 159(C), pages 169-181.
  56. Jin, Feng & Li, Yongwu & Sun, Shaolong & Li, Hongtao, 2020. "Forecasting air passenger demand with a new hybrid ensemble approach," Journal of Air Transport Management, Elsevier, vol. 83(C).
  57. Matsumoto, Hidenobu & Domae, Koji, 2018. "The effects of new international airports and air-freight integrator's hubs on the mobility of cities in urban hierarchies: A case study in East and Southeast Asia," Journal of Air Transport Management, Elsevier, vol. 71(C), pages 160-166.
  58. Mogilat, A. & Salnikov, V., 2015. "Trade Effects Estimation for the Case of Eurasian Economic Space Countries: Application of Regional Gravity Model," Journal of the New Economic Association, New Economic Association, vol. 27(3), pages 80-108.
  59. Matsumoto, Hidenobu & Domae, Koji & O'Connor, Kevin, 2016. "Business connectivity, air transport and the urban hierarchy: A case study in East Asia," Journal of Transport Geography, Elsevier, vol. 54(C), pages 132-139.
  60. Luis Cadarso & Vikrant Vaze & Cynthia Barnhart & Ángel Marín, 2017. "Integrated Airline Scheduling: Considering Competition Effects and the Entry of the High Speed Rail," Transportation Science, INFORMS, vol. 51(1), pages 132-154, February.
  61. Button, Kenneth & Porta, Flavio & Scotti, Davide, 2020. "The role of strategic airline alliances in Africa," MPRA Paper 108265, University Library of Munich, Germany.
  62. Kühlen, Markus & Kölker, Katrin & Linke, Florian & Dahlmann, Katrin & Gollnick, Volker & Lütjens, Klaus, 2023. "From passenger itineraries to climate impact: Analyzing the implications of a new mid-range aircraft on the global air transportation system," Journal of Air Transport Management, Elsevier, vol. 113(C).
  63. Mao, Liang & Wu, Xiao & Huang, Zhuojie & Tatem, Andrew J., 2015. "Modeling monthly flows of global air travel passengers: An open-access data resource," Journal of Transport Geography, Elsevier, vol. 48(C), pages 52-60.
  64. Nieto, María Rosa & Carmona-Benítez, Rafael Bernardo, 2018. "ARIMA + GARCH + Bootstrap forecasting method applied to the airline industry," Journal of Air Transport Management, Elsevier, vol. 71(C), pages 1-8.
  65. Narangajavana, Yeamduan & Garrigos-Simon, Fernando J. & García, Javier Sanchez & Forgas-Coll, Santiago, 2014. "Prices, prices and prices: A study in the airline sector," Tourism Management, Elsevier, vol. 41(C), pages 28-42.
  66. Wong, Collin WH & Cheung, Tommy King Yin & Zhang, Anming, 2023. "A connectivity-based methodology for new air route identification," Transportation Research Part A: Policy and Practice, Elsevier, vol. 173(C).
  67. Button, Kenneth & Martini, Gianmaria & Scotti, Davide & Volta, Nicola, 2019. "Airline regulation and common markets in Sub-Saharan Africa," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 129(C), pages 81-91.
  68. Wilken, Dieter & Berster, Peter & Gelhausen, Marc C., 2016. "Analysis of demand structures on intercontinental routes to and from Europe with a view to identifying potential for new low-cost services," Journal of Air Transport Management, Elsevier, vol. 56(PB), pages 79-90.
  69. Hu, Yi & Xiao, Jin & Deng, Ying & Xiao, Yi & Wang, Shouyang, 2015. "Domestic air passenger traffic and economic growth in China: Evidence from heterogeneous panel models," Journal of Air Transport Management, Elsevier, vol. 42(C), pages 95-100.
  70. Benoit Chèze & Pascal Gastineau & Julien Chevallier, 2010. "Forecasting air traffic and corresponding jet-fuel demande until 2025," Working Papers hal-02489878, HAL.
  71. Zhou, Heng & Xia, Jianhong (Cecilia) & Luo, Qingzhou & Nikolova, Gabi & Sun, Jie & Hughes, Brett & Kelobonye, Keone & Wang, Hui & Falkmer, Torbjorn, 2018. "Investigating the impact of catchment areas of airports on estimating air travel demand: A case study of regional Western Australia," Journal of Air Transport Management, Elsevier, vol. 70(C), pages 91-103.
  72. Hu, Xinlei & Wang, Xiaokun (Cara) & Ni, Linglin & Shi, Feng, 2022. "The impact of intercity economic complementarity on HSR volume in the context of megalopolization," Journal of Transport Geography, Elsevier, vol. 98(C).
  73. Chang, Li-Yen, 2014. "Analysis of bilateral air passenger flows: A non-parametric multivariate adaptive regression spline approach," Journal of Air Transport Management, Elsevier, vol. 34(C), pages 123-130.
  74. Alderighi, Marco & Gaggero, Alberto A., 2017. "Fly and trade: Evidence from the Italian manufacturing industry," Economics of Transportation, Elsevier, vol. 9(C), pages 51-60.
  75. Frédéric Dobruszkes & Christian Vandermotten, 2022. "Do scale and the type of markets matter? Revisiting the determinants of passenger air services worldwide," ULB Institutional Repository 2013/336304, ULB -- Universite Libre de Bruxelles.
  76. Hopfe, David H. & Lee, Kiljae & Yu, Chunyan, 2024. "Short-term forecasting airport passenger flow during periods of volatility: Comparative investigation of time series vs. neural network models," Journal of Air Transport Management, Elsevier, vol. 115(C).
  77. Bernardo, Valeria & Fageda, Xavier, 2020. "Impacts of competition on connecting travelers: Evidence from the transatlantic aviation market," Transport Policy, Elsevier, vol. 96(C), pages 141-151.
  78. Mohammadian, Iman & Abareshi, Ahmad & Abbasi, Babak & Goh, Mark, 2019. "Airline capacity decisions under supply-demand equilibrium of Australia’s domestic aviation market," Transportation Research Part A: Policy and Practice, Elsevier, vol. 119(C), pages 108-121.
  79. Rafael Bernardo Carmona-Benítez & María Rosa Nieto, 2017. "Comparison of bootstrap estimation intervals to forecast arithmetic mean and median air passenger demand," Journal of Applied Statistics, Taylor & Francis Journals, vol. 44(7), pages 1211-1224, May.
  80. repec:dau:papers:123456789/6794 is not listed on IDEAS
  81. Ülengin, Füsun & Özaydın, Özay & Ülengin, Burç & Kopp, Andreas & Önsel, Şule & Kabak, Özgür & Aktaş, Emel, 2013. "Are road transportation investments in line with demand projections? A gravity-based analysis for Turkey," Transport Policy, Elsevier, vol. 29(C), pages 227-235.
  82. Wang, Yue & Wong, Collin Wai Hung & Cheung, Tommy King-Yin & Wu, Edmund Yangming, 2021. "How influential factors affect aviation networks: A Bayesian network analysis," Journal of Air Transport Management, Elsevier, vol. 91(C).
  83. Solvoll, Gisle & Mathisen, Terje Andreas & Welde, Morten, 2020. "Forecasting air traffic demand for major infrastructure changes," Research in Transportation Economics, Elsevier, vol. 82(C).
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