Murmansk Arctic University
Murmansk, Russian Federation
Murmansk Arctic University
Murmansk, Murmansk, Russian Federation
JEL R41 Transportation: Demand, Supply, and Congestion • Travel Time • Safety and Accidents • Transportation Noise
JEL R42 Government and Private Investment Analysis • Road Maintenance • Transportation Planning
JEL Q54 Climate • Natural Disasters and Their Management • Global Warming
VAK Russia 5.2.1
VAK Russia 5.2.5
The relevance of this study is driven by the fact that conventional horizontal and vertical analysis techniques distort the actual functioning of Arctic transport and logistics systems due to extreme seasonality, ice-related constraints, and weak infrastructure, which necessitates the development of specialized analytical approaches. The methodological foundation is based on adapting classical tools by projecting them onto the region’s specific climatic and geographic conditions, taking into account navigation windows, ice conditions, and seasonal transport constraints. The scientific novelty lies in the development of a two-level horizontal analysis with trend calculations for navigation windows and monthly volatility, as well as a seasonal decomposition of vertical analysis with the identification of navigation, winter roads, and thaw periods. It has been established that traditional annual analysis underestimates the true growth rates of cargo flows and masks the critical structural role of aviation, whose annual share obscures its key importance during the winter season and thaw period. It has been shown that ignoring seasonality leads to an underestimation of the role of winter roads and air transport, which during the shoulder seasons often serve as the only channels sustaining remote territories. It is concluded that calendar-based aggregated data do not provide a sufficient analytical basis for managing Arctic logistics. The practical significance of the proposed approach lies in the possibility of using climatic volatility as a parameter for precise port capacity planning, justifying public investment in the icebreaker fleet, and building safety stocks in hard-to-reach settlements. Further research may focus on developing algorithms for operational forecasting and cargo flow reallocation based on integrating climatic data into digital logistics models of the Arctic
horizontal analysis, vertical analysis, Arctic TLS, seasonal decomposition, navigation windows, infrastructure segments, Arctic cargo flows, Northern Sea Route
1. Andreeva, E. V. (2021). Mnogokriterial'nyy podhod v zadache vybora optimal'nyh marshrutov v akvatorii Severnogo morskogo puti. Vestnik Gosudarstvennogo universiteta morskogo i rechnogo flota imeni admirala S. O. Makarova, 13(3), 399–408. https://doi.org/10.21821/2309-5180-2021-13-3-399-408
2. Grebenec, A. A., Vaseha, M. V., & Vasil'eva, Zh. V. (2024). Analiz perevozok sudami smeshannogo plavaniya po sibirskim rekam s ispol'zovaniem trass Severnogo morskogo puti. Prostranstvennaya ekonomika, 20(2), 266–275. https://doi.org/10.1134/S1075700724020060
3. Zhuravel', V. P. (2023). Severnyy morskoy put': ocenki i prognozy. Nauchno-analiticheskiy vestnik Instituta Evropy RAN, 2(32). https://doi.org/10.15211/vestnikieran22023125135
4. Zefirov, V. I., & Timoshilova, P. S. (2023). Morskaya logistika Severnogo morskogo puti. Vestnik Akademii znaniy, 2(55).
5. Kozyrev, A. A., Zareckiy, A. A. (2023). Specifika realizacii strategicheskih proektov v Arkticheskoy zone Rossiyskoy Federacii. Ekonomika i upravlenie, (12). https://doi.org/10.35854/1998-1627-2023-12-1454-1469
6. Kropinova, E. G., Sosnovskiy, M. A. (2023). Osnovnye napravleniya issledovaniy, svyazannye s izucheniem Severnogo morskogo puti. Servis v Rossii i za rubezhom, 4(106). https://doi.org/10.5281/zenodo.10336697
7. Lagutina, M. L., & Sergunin, A. A. (2024). Perspektivy razvitiya Severnogo morskogo puti na principah «siney ekonomiki». Polyarnye chteniya na ledokole «Krasin». https://doi.org/10.24412/2949-5261-2024-11-206-219
8. Levina, A. I., Dubgorn, A. S., Fadeev, A. M., Kalyazina, S. E. (2024). Cifrovaya i logisticheskaya infrastruktury Arkticheskoy zony: sovremennoe sostoyanie issledovaniy i puti razvitiya. AiS [Arktika i Sever], (56). DOI https://doi.org/10.37482/issn2221-2698.2024.56.128
9. Mohov, I. I., & Hon, V. Ch. (2015). Prodolzhitel'nost' navigacionnogo perioda i ee izmeneniya dlya Severnogo morskogo puti: model'nye ocenki. Arktika: ekologiya i ekonomika, 2(18), 88–95.
10. Negreeva, V. V., Skorobogat'ko, K. E., Matersheva, V. V. (2023). Organizacionno-upravlencheskie aspekty formirovaniya transportnoy infrastruktury v Arkticheskoy zone. Ekonomika i ekologicheskiy menedzhment, (2). DOIhttps://doi.org/10.17586/2310-1172-2023-16-2-91-102
11. Nochevkina, T. A. (2025). Analiz dinamiki razvitiya morskogo transporta i logistiki v Dal'nevostochnom regione. Vestnik Evraziyskoy nauki, 17(2).
12. Petrova, S. A. (2026). Osobennosti arkticheskoy logistiki na primere AO «Arkticheskaya torgovo-logisticheskaya kompaniya». Upravlencheskiy uchet, (1), 216–222. https://doi.org/10.25806/uu-5824
13. Toymenceva, I. A., Fedorenko, R. V. (2023). Perspektivy razvitiya transportno-logisticheskoy infrastruktury Severnogo morskogo puti v ramkah programmy «Odin poyas, odin put'». Vestnik VUiT, 1(51).
14. Tutygin, A. G., Chizhova, L. A., Nosyrev, N. S. (2024). Obosnovanie strategicheskih resheniy po razvitiyu elementov transportno-logisticheskoy sistemy severnogo regiona. Ekonomicheskiy analiz: teoriya i praktika, 23(12), 2239–2254. https://doi.org/10.24891/ea.23.12.2239
15. Shvecov, K. V., Sorokozherd'ev, K. G., Lebedeva, A. S. (2018). Strategiya razvitiya i modernizacii transportno-logisticheskih marshrutov v Arktike. MIR (Modernizaciya. Innovacii. Razvitie), 1(33). https://doi.org/10.18184/2079-4665.2018.9.1.40-52
16. Yadrihinskiy, N. V., Mayakunov, A. E. (2023). K voprosu o razvitii maloy aviacii v Arkticheskoy zone Respubliki Saha (Yakutiya). Arktika: XXI vek, 2(32). https://doi.org/10.25587/SVFU.2023.49.13.004
17. Adumene, S., Okwu, M., Yazdi, M., Afenyo, M., Islam, R., Orji, C. U., Obeng, F., & Goerlandt, F. (2021). Dynamic logistics disruption risk model for offshore supply vessel operations in Arctic waters. Maritime Transportation Research, 2, 100039. https://doi.org/10.1016/j.martra.2021.100039
18. Asariotis, R., Monioudi, I. N., Mohos Naray, V., et al. (2024). Climate change and seaports: hazards, impacts and policies and legislation for adaptation. Anthropocene Coasts, 7, 14. https://doi.org/10.1007/s44218-024-00047-9
19. Chen, Y.-S., Chen, P.-H., Jung, C.-H., Chang, T.-L., Ye, J.-A., & Liu, T.-K. (2024). The strategic insights of Arctic sea routes for the sustainable development of Taiwan’s shipping industry. Transport Policy, 159, 190–200. https://doi.org/10.1016/j.tranpol.2024.10.021
20. Fu, S., Goerlandt, F., & Xi, Y. (2021). Arctic shipping risk management: A bibliometric analysis and a systematic review of risk influencing factors of navigational accidents. Safety Science, 139, 105254. https://doi.org/10.1016/j.ssci.2021.105254
21. Hermann, R. R., Lin, N., Lebel, J., & Kovalenko, A. (2022). Arctic transshipment hub planning along the Northern Sea Route: A systematic literature review and policy implications of Arctic port infrastructure. Marine Policy, 145, 105275. https://doi.org/10.1016/j.marpol.2022.105275
22. Mohammad, S. I., Alaswad Alenazi, S., Vasudevan, A., Jadallah, H., & Al Oraini, B. (2025). Strategic Assessment of Sustainable Marine Logistics in Arctic Routes Using Resilient and Agile Supply Chain Theory. Sustainable Marine Structures, 7(4), 84–103. https://doi.org/10.36956/sms.v7i4.2636
23. Poo, M. C., Yang, Z., Lau, Y. Y., & Jarumaneeroj, P. (2024). Assessing the impact of Arctic shipping routes on the global container shipping network’s connectivity. Polar Geography, 47(3), 219–239. https://doi.org/10.1080/1088937X.2024.2399775
24. Qu, X., Wang, C., Zhao, R., Fang, M., & Xie, X. (2025). Multi-source data-driven Bayesian network for risk analysis of maritime accidents in the high sea. Frontiers in Marine Science, 12, 1631650. https://doi.org/10.3389/fmars.2025.1631650
25. Waite, T., Evans, M., Kholod, N., Blahut, N., & Rowland, J. (2023). Review of quantitative methods to assess impacts of changing climate and socioeconomic conditions on Arctic transportation systems. Ambio, 52(7), 1155–1169. https://doi.org/10.1007/s13280-023-01853-0
26. Zhao, P., Li, Y., & Zhang, Y. (2024). Ships are projected to navigate whole year-round along the North Sea route by 2100. Communications Earth & Environment, 5, 407. https://doi.org/10.1038/s43247-024-01557-7
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