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Gravity models for airline passenger volume estimation

Citations

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Cited by:

  1. 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).
  2. 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).
  3. 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.
  4. 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).
  5. 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.
  6. 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.
  7. 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).
  8. repec:dau:papers:123456789/6792 is not listed on IDEAS
  9. 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.
  10. Valdes, Victor, 2015. "Determinants of air travel demand in Middle Income Countries," Journal of Air Transport Management, Elsevier, vol. 42(C), pages 75-84.
  11. 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.
  12. 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).
  13. 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).
  14. 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.
  15. 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.
  16. 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.
  17. 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.
  18. César Ducruet & Hidekazu Itoh & Justin Berli, 2020. "Urban gravity in the global container shipping network," Post-Print halshs-02588449, HAL.
  19. 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).
  20. 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.
  21. 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).
  22. 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.
  23. 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.
  24. 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).
  25. 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).
  26. 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.
  27. Tao Li, 2017. "A Demand Estimator Based on a Nested Logit Model," Transportation Science, INFORMS, vol. 51(3), pages 918-930, August.
  28. 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.
  29. 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).
  30. 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).
  31. 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).
  32. Tillmann, Andreas M. & Joormann, Imke & Ammann, Sabrina C.L., 2023. "Reproducible air passenger demand estimation," Journal of Air Transport Management, Elsevier, vol. 112(C).
  33. 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.
  34. 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.
  35. 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.
  36. 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).
  37. 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.
  38. 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.
  39. 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).
  40. 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.
  41. repec:dau:papers:123456789/6794 is not listed on IDEAS
  42. 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.
  43. 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.
  44. 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).
  45. 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).
  46. 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.
  47. 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).
  48. 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.
  49. 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.
  50. 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.
  51. 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).
  52. 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.
  53. 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.
  54. 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.
  55. 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).
  56. 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.
  57. 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.
  58. 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.
  59. 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.
  60. Benoit Chèze & Pascal Gastineau & Julien Chevallier, 2010. "Forecasting air traffic and corresponding jet-fuel demande until 2025," Working Papers hal-02489878, HAL.
  61. 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.
  62. 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.
  63. 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.
  64. 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.
  65. Solvoll, Gisle & Mathisen, Terje Andreas & Welde, Morten, 2020. "Forecasting air traffic demand for major infrastructure changes," Research in Transportation Economics, Elsevier, vol. 82(C).
  66. 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).
  67. Ducruet, César & Itoh, Hidekazu & Berli, Justin, 2020. "Urban gravity in the global container shipping network," Journal of Transport Geography, Elsevier, vol. 85(C).
  68. 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.
  69. 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.
  70. 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.
  71. 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).
  72. 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.
  73. 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.
  74. 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).
  75. 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).
  76. 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.
  77. 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.
  78. 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.
  79. 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.
  80. 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).
  81. 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.
  82. Button, Kenneth & Porta, Flavio & Scotti, Davide, 2020. "The role of strategic airline alliances in Africa," MPRA Paper 108265, University Library of Munich, Germany.
  83. 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.
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