How to cite this paper
Kanrak, M & Nonthapot, S. (2024). Transportation network analysis and hub identification for exporting agricultural products.International Journal of Data and Network Science, 8(4), 2077-2086.
Refrences
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Barabási, A. L., & Albert, R. (1999). Emergence of scaling in random networks. science, 286(5439), 509-512.
Barabási, A. L., & Bonabeau, E. (2003). Scale-free networks. Scientific american, 288(5), 50-9.
Brueckner, J. K., & Zhang, Y. (2001). A model of scheduling in airline networks: how a hub-and-spoke system affects flight frequency, fares and welfare. Journal of Transport Economics and Policy (JTEP), 35(2), 195-222.
Chen, S., Wang, Y., Hu, M., Zhou, Y., Delahaye, D., & Lin, S. (2020, February). Community detection of Chinese airport delay correlation network. In 2020 International Conference on Artificial Intelligence and Data Analytics for Air Transportation (AIDA-AT) (pp. 1-8). IEEE.
Cho, J. H., Kim, H. S., & Choi, H. R. (2012). An intermodal transport network planning algorithm using dynamic pro-gramming—a case study: from Busan to Rotterdam in intermodal freight routing. Applied Intelligence, 36, 529-541.
Couto, G. S., Silva, A. P. C. D., Ruiz, L. B., & Benevenuto, F. (2015). Structural properties of the Brazilian air transporta-tion network. Anais da Academia Brasileira de Ciências, 87(03), 1653-1674.
Coyle, J. J., Novack, R. A., Gibson, B. J., & Bardi, E. J. (2011). Transportation: a supply chain perspective. South-Western Cengage Learning.
Ducruet, C., Lee, S. W., & Ng, A. K. (2010). Centrality and vulnerability in liner shipping networks: revisiting the North-east Asian port hierarchy. Maritime Policy & Management, 37(1), 17-36.
Economics, O. O. A. (2019). Report on agricultural economic conditions for the third quarter of 2019 and outlook for 2019 [Online]. Office of Agricultural Economics. Available: http://mis-app.oae.go.th/ [Accessed 14 February 2022].
Erdos, P., & Rényi, A. (1960). On the evolution of random graphs. Publ. math. inst. hung. acad. sci, 5(1), 17-60.
Feng, Z., & Yang, Y. (2009, April). Joint transport, routing and spectrum sharing optimization for wireless networks with frequency-agile radios. In IEEE INFOCOM 2009 (pp. 1665-1673). IEEE.
Hesse, M., & Rodrigue, J. P. (2004). The transport geography of logistics and freight distribution. Journal of transport ge-ography, 12(3), 171-184.
Holland, P. W., Laskey, K. B., & Leinhardt, S. (1983). Stochastic blockmodels: First steps. Social networks, 5(2), 109-137.
Huisman, D., Kroon, L. G., Lentink, R. M., & Vromans, M. J. (2005). Operations research in passenger railway transporta-tion. Statistica Neerlandica, 59(4), 467-497.
International Trade Negotiation Information Center. (2021). Thai agricultural exports. Available: https://api.dtn.go.th/files/v3/60b707f7ef41408df1294252/download [Accessed 29 January 2024].
Jeon, J. W., Duru, O., & Yeo, G. T. (2019). Cruise port centrality and spatial patterns of cruise shipping in the Asian mar-ket. Maritime Policy & Management, 46(3), 257-276.
Jeong, S. J., Lee, C. G., & Bookbinder, J. H. (2007). The European freight railway system as a hub-and-spoke network. Transportation Research Part A: Policy and Practice, 41(6), 523-536.
Jetschke, A. (2012). Asean. In Routledge handbook of Asian regionalism (pp. 340-350). Routledge.
Kanrak, M., & Nguyen, H. O. (2022). Structure, characteristics and connectivity analysis of the Asian-Australasian cruise shipping network. Maritime Policy & Management, 49(6), 882-896.
Kanrak, M., & Nguyen, H. O. (2022). An analysis of connectivity, assortativity and cluster structure of the Asian-Australasian cruise shipping network. Maritime Transport Research, 3, 100048.
Kanrak, M., Traiyarach, S., Wuttipan, C., Lau, Y. Y., & Zhou, J. (2023). Analysis of the river cruise network in Southeast Asia: A complex network approach. Maritime Technology and Research, 5(2), 261548-261548.
KROMADIT, W. (2021). Opportunity of Thailand from Laos-China Railway [Online]. Available: https://www.bangkokbiznews.com/columnist/978775 [Accessed 15 Febbruary 2022].
Larson, A., & Starr, J. A. (1993). A network model of organization formation. Entrepreneurship theory and practice, 17(2), 5-15.
Lecheval, V., Larson, H., Burns, D. D., Ellis, S., Powell, S., Donaldson-Matasci, M. C., & Robinson, E. J. (2021). From foraging trails to transport networks: how the quality-distance trade-off shapes network structure. Proceedings of the Royal Society B, 288(1949), 20210430.
Marr, C., & Hütt, M. T. (2005). Topology regulates pattern formation capacity of binary cellular automata on graphs. Physica A: Statistical Mechanics and its Applications, 354, 641-662.
Melody, W. H. (2003). Stimulating Investment in Network Development. Roles for Telecom Regulation. Delft, World Dia-logue on Regulation for Network Economies.
Metcalfe, B. (2013). Metcalfe's law after 40 years of ethernet. Computer, 46(12), 26-31.
Newman, M. E. (2006). Modularity and community structure in networks. Proceedings of the national academy of scienc-es, 103(23), 8577-8582.
Niavis, S., & Tsiotas, D. (2018). Decomposing the price of the cruise product into tourism and transport attributes: Evi-dence from the Mediterranean market. Tourism Management, 67, 98-110.
O'Sullivan, P. M. (1968). Accessibility and the spatial structure of the Irish economy. Regional Studies, 2(2), 195-206.
OAE (2020). Thailand foreign agricultyral trade statisitcs 2020 [Online]. Center for Agricultural Information Office of Agricultural Economics. Available: http://thaisdi.gistda.or.th/dataset/oae31_02/resource/62220b44-c151-4f25-976e-e07657de9dc7 [Accessed 28 January 2024].
Office of Agricultural Economics (2023). Agricultural land use [Online]. Available: http://mis-app.oae.go.th/ [Accessed 28 January 2024].
Office of Agricultural Economics (2023). Agricultural statistics of Thailand 2021 [Online]. Available: https://www.oae.go.th/assets/portals/1/files/jounal/2565/yearbook2564.pdf [Accessed 28 January 2024].
Polimeni, A., & Vitetta, A. (2011). Dynamic vehicle routing in road evacuation: a model for route design. WIT Transac-tions on the Built Environment, 116, 627-638.
Rodrigue, J. P. (2020). The geography of transport systems. Routledge.
Rodrigue, J. P., & Ducruet, C. (2020). 2.1–the geography of transportation networks.
Rowedder, S. (2020). Railroading land-linked Laos: China’s regional profits, Laos’ domestic costs?. Eurasian Geography and Economics, 61(2), 152-161.
Sapre, M. (2011). Topological Analysis of Air Transportation Networks. Master of Science Thesis in Computational Natu-ral Science, Institute of Information Technology Hyderabad, India.
Scardoni, G., & Laudanna, C. (2012). Centralities based analysis of complex networks. New frontiers in graph theory, 323.
Sienkiewicz, J., & Hołyst, J. A. (2005). Statistical analysis of 22 public transport networks in Poland. Physical Review E—Statistical, Nonlinear, and Soft Matter Physics, 72(4), 046127.
Soh, H., Lim, S., Zhang, T., Fu, X., Lee, G. K. K., Hung, T. G. G., ... & Wong, L. (2010). Weighted complex network anal-ysis of travel routes on the Singapore public transportation system. Physica A: Statistical Mechanics and its Applica-tions, 389(24), 5852-5863.
TCIJ (2023). Agricultural exports in 2022 surpassed 500 billion baht, fresh fruit takes 1st place [Online]. Available: https://www.tcijthai.com [Accessed 1 February 2024].
TRADE, T. (2019). Statistics of rice exports in the Chinese market of Thailand in 2008-2019 [Online]. Available: http://www.ops3.moc.go.th [Accessed 1 February 2024].
Tsiotas, D., & Polyzos, S. (2015). Analyzing the maritime transportation system in Greece: a complex network approach. Networks and Spatial Economics, 15, 981-1010.
Vespignani, A. (2010). The fragility of interdependency. Nature, 464(7291), 984-985.
Villarreal, B., Garza-Reyes, J. A., & Kumar, V. (2016). Lean road transportation–a systematic method for the improve-ment of road transport operations. Production Planning & Control, 27(11), 865-877.
Wan, C., Zhao, Y., Zhang, D., & Yip, T. L. (2021). Identifying important ports in maritime container shipping networks along the Maritime Silk Road. Ocean & Coastal Management, 211, 105738.
Wang, J., Mo, H., Wang, F., & Jin, F. (2011). Exploring the network structure and nodal centrality of China’s air transport network: A complex network approach. Journal of Transport Geography, 19(4), 712-721.
Watts, D. J., & Strogatz, S. H. (1998). Collective dynamics of ‘small-world’networks. nature, 393(6684), 440-442.
Yazdani, A., & Jeffrey, P. (2011). Complex network analysis of water distribution systems. Chaos: An Interdisciplinary Journal of Nonlinear Science, 21(1).
Zakharov, V., & Krylatov, A. (2015). Transit network design for green vehicles routing. In Modelling, Computation and Optimization in Information Systems and Management Sciences: Proceedings of the 3rd International Conference on Modelling, Computation and Optimization in Information Systems and Management Sciences-MCO 2015-Part II (pp. 449-458). Springer International Publishing.
Zhang, L., Ma, X., Wang, H., Feng, M., & Xue, S. (2013). Modelling and optimisation on bus transport system with graph theory and complex network. International journal of computer applications in technology, 48(1), 83-92.
Zhang, Y., Xu, D., Li, X., Zhang, X., Wang, X., & Wang, S. (2020). Construction of ecological corridors and identification of key nodes in the core area of China–Laos transportation corridors. Acta Ecologica Sinica, 40, 1933-1943.
Barabási, A. L., & Albert, R. (1999). Emergence of scaling in random networks. science, 286(5439), 509-512.
Barabási, A. L., & Bonabeau, E. (2003). Scale-free networks. Scientific american, 288(5), 50-9.
Brueckner, J. K., & Zhang, Y. (2001). A model of scheduling in airline networks: how a hub-and-spoke system affects flight frequency, fares and welfare. Journal of Transport Economics and Policy (JTEP), 35(2), 195-222.
Chen, S., Wang, Y., Hu, M., Zhou, Y., Delahaye, D., & Lin, S. (2020, February). Community detection of Chinese airport delay correlation network. In 2020 International Conference on Artificial Intelligence and Data Analytics for Air Transportation (AIDA-AT) (pp. 1-8). IEEE.
Cho, J. H., Kim, H. S., & Choi, H. R. (2012). An intermodal transport network planning algorithm using dynamic pro-gramming—a case study: from Busan to Rotterdam in intermodal freight routing. Applied Intelligence, 36, 529-541.
Couto, G. S., Silva, A. P. C. D., Ruiz, L. B., & Benevenuto, F. (2015). Structural properties of the Brazilian air transporta-tion network. Anais da Academia Brasileira de Ciências, 87(03), 1653-1674.
Coyle, J. J., Novack, R. A., Gibson, B. J., & Bardi, E. J. (2011). Transportation: a supply chain perspective. South-Western Cengage Learning.
Ducruet, C., Lee, S. W., & Ng, A. K. (2010). Centrality and vulnerability in liner shipping networks: revisiting the North-east Asian port hierarchy. Maritime Policy & Management, 37(1), 17-36.
Economics, O. O. A. (2019). Report on agricultural economic conditions for the third quarter of 2019 and outlook for 2019 [Online]. Office of Agricultural Economics. Available: http://mis-app.oae.go.th/ [Accessed 14 February 2022].
Erdos, P., & Rényi, A. (1960). On the evolution of random graphs. Publ. math. inst. hung. acad. sci, 5(1), 17-60.
Feng, Z., & Yang, Y. (2009, April). Joint transport, routing and spectrum sharing optimization for wireless networks with frequency-agile radios. In IEEE INFOCOM 2009 (pp. 1665-1673). IEEE.
Hesse, M., & Rodrigue, J. P. (2004). The transport geography of logistics and freight distribution. Journal of transport ge-ography, 12(3), 171-184.
Holland, P. W., Laskey, K. B., & Leinhardt, S. (1983). Stochastic blockmodels: First steps. Social networks, 5(2), 109-137.
Huisman, D., Kroon, L. G., Lentink, R. M., & Vromans, M. J. (2005). Operations research in passenger railway transporta-tion. Statistica Neerlandica, 59(4), 467-497.
International Trade Negotiation Information Center. (2021). Thai agricultural exports. Available: https://api.dtn.go.th/files/v3/60b707f7ef41408df1294252/download [Accessed 29 January 2024].
Jeon, J. W., Duru, O., & Yeo, G. T. (2019). Cruise port centrality and spatial patterns of cruise shipping in the Asian mar-ket. Maritime Policy & Management, 46(3), 257-276.
Jeong, S. J., Lee, C. G., & Bookbinder, J. H. (2007). The European freight railway system as a hub-and-spoke network. Transportation Research Part A: Policy and Practice, 41(6), 523-536.
Jetschke, A. (2012). Asean. In Routledge handbook of Asian regionalism (pp. 340-350). Routledge.
Kanrak, M., & Nguyen, H. O. (2022). Structure, characteristics and connectivity analysis of the Asian-Australasian cruise shipping network. Maritime Policy & Management, 49(6), 882-896.
Kanrak, M., & Nguyen, H. O. (2022). An analysis of connectivity, assortativity and cluster structure of the Asian-Australasian cruise shipping network. Maritime Transport Research, 3, 100048.
Kanrak, M., Traiyarach, S., Wuttipan, C., Lau, Y. Y., & Zhou, J. (2023). Analysis of the river cruise network in Southeast Asia: A complex network approach. Maritime Technology and Research, 5(2), 261548-261548.
KROMADIT, W. (2021). Opportunity of Thailand from Laos-China Railway [Online]. Available: https://www.bangkokbiznews.com/columnist/978775 [Accessed 15 Febbruary 2022].
Larson, A., & Starr, J. A. (1993). A network model of organization formation. Entrepreneurship theory and practice, 17(2), 5-15.
Lecheval, V., Larson, H., Burns, D. D., Ellis, S., Powell, S., Donaldson-Matasci, M. C., & Robinson, E. J. (2021). From foraging trails to transport networks: how the quality-distance trade-off shapes network structure. Proceedings of the Royal Society B, 288(1949), 20210430.
Marr, C., & Hütt, M. T. (2005). Topology regulates pattern formation capacity of binary cellular automata on graphs. Physica A: Statistical Mechanics and its Applications, 354, 641-662.
Melody, W. H. (2003). Stimulating Investment in Network Development. Roles for Telecom Regulation. Delft, World Dia-logue on Regulation for Network Economies.
Metcalfe, B. (2013). Metcalfe's law after 40 years of ethernet. Computer, 46(12), 26-31.
Newman, M. E. (2006). Modularity and community structure in networks. Proceedings of the national academy of scienc-es, 103(23), 8577-8582.
Niavis, S., & Tsiotas, D. (2018). Decomposing the price of the cruise product into tourism and transport attributes: Evi-dence from the Mediterranean market. Tourism Management, 67, 98-110.
O'Sullivan, P. M. (1968). Accessibility and the spatial structure of the Irish economy. Regional Studies, 2(2), 195-206.
OAE (2020). Thailand foreign agricultyral trade statisitcs 2020 [Online]. Center for Agricultural Information Office of Agricultural Economics. Available: http://thaisdi.gistda.or.th/dataset/oae31_02/resource/62220b44-c151-4f25-976e-e07657de9dc7 [Accessed 28 January 2024].
Office of Agricultural Economics (2023). Agricultural land use [Online]. Available: http://mis-app.oae.go.th/ [Accessed 28 January 2024].
Office of Agricultural Economics (2023). Agricultural statistics of Thailand 2021 [Online]. Available: https://www.oae.go.th/assets/portals/1/files/jounal/2565/yearbook2564.pdf [Accessed 28 January 2024].
Polimeni, A., & Vitetta, A. (2011). Dynamic vehicle routing in road evacuation: a model for route design. WIT Transac-tions on the Built Environment, 116, 627-638.
Rodrigue, J. P. (2020). The geography of transport systems. Routledge.
Rodrigue, J. P., & Ducruet, C. (2020). 2.1–the geography of transportation networks.
Rowedder, S. (2020). Railroading land-linked Laos: China’s regional profits, Laos’ domestic costs?. Eurasian Geography and Economics, 61(2), 152-161.
Sapre, M. (2011). Topological Analysis of Air Transportation Networks. Master of Science Thesis in Computational Natu-ral Science, Institute of Information Technology Hyderabad, India.
Scardoni, G., & Laudanna, C. (2012). Centralities based analysis of complex networks. New frontiers in graph theory, 323.
Sienkiewicz, J., & Hołyst, J. A. (2005). Statistical analysis of 22 public transport networks in Poland. Physical Review E—Statistical, Nonlinear, and Soft Matter Physics, 72(4), 046127.
Soh, H., Lim, S., Zhang, T., Fu, X., Lee, G. K. K., Hung, T. G. G., ... & Wong, L. (2010). Weighted complex network anal-ysis of travel routes on the Singapore public transportation system. Physica A: Statistical Mechanics and its Applica-tions, 389(24), 5852-5863.
TCIJ (2023). Agricultural exports in 2022 surpassed 500 billion baht, fresh fruit takes 1st place [Online]. Available: https://www.tcijthai.com [Accessed 1 February 2024].
TRADE, T. (2019). Statistics of rice exports in the Chinese market of Thailand in 2008-2019 [Online]. Available: http://www.ops3.moc.go.th [Accessed 1 February 2024].
Tsiotas, D., & Polyzos, S. (2015). Analyzing the maritime transportation system in Greece: a complex network approach. Networks and Spatial Economics, 15, 981-1010.
Vespignani, A. (2010). The fragility of interdependency. Nature, 464(7291), 984-985.
Villarreal, B., Garza-Reyes, J. A., & Kumar, V. (2016). Lean road transportation–a systematic method for the improve-ment of road transport operations. Production Planning & Control, 27(11), 865-877.
Wan, C., Zhao, Y., Zhang, D., & Yip, T. L. (2021). Identifying important ports in maritime container shipping networks along the Maritime Silk Road. Ocean & Coastal Management, 211, 105738.
Wang, J., Mo, H., Wang, F., & Jin, F. (2011). Exploring the network structure and nodal centrality of China’s air transport network: A complex network approach. Journal of Transport Geography, 19(4), 712-721.
Watts, D. J., & Strogatz, S. H. (1998). Collective dynamics of ‘small-world’networks. nature, 393(6684), 440-442.
Yazdani, A., & Jeffrey, P. (2011). Complex network analysis of water distribution systems. Chaos: An Interdisciplinary Journal of Nonlinear Science, 21(1).
Zakharov, V., & Krylatov, A. (2015). Transit network design for green vehicles routing. In Modelling, Computation and Optimization in Information Systems and Management Sciences: Proceedings of the 3rd International Conference on Modelling, Computation and Optimization in Information Systems and Management Sciences-MCO 2015-Part II (pp. 449-458). Springer International Publishing.
Zhang, L., Ma, X., Wang, H., Feng, M., & Xue, S. (2013). Modelling and optimisation on bus transport system with graph theory and complex network. International journal of computer applications in technology, 48(1), 83-92.
Zhang, Y., Xu, D., Li, X., Zhang, X., Wang, X., & Wang, S. (2020). Construction of ecological corridors and identification of key nodes in the core area of China–Laos transportation corridors. Acta Ecologica Sinica, 40, 1933-1943.