Krasnoyarsk, Krasnoyarsk, Russian Federation
UDC 656.1
UDC 528.9
This paper addresses the critical issue of optimizing forestry transport infrastructure in the Krasnoyarsk Krai region using GIS analysis. It proposes a method for constructing a road graph in a GIS environment, integrating data on forest resources, production facilities, and existing infrastructure. Key stages of the method include creating a geodatabase, spatial analysis, graph construction and verification, and flow and accessibility modeling. Implementation of this approach will reduce logistics costs, identify bottlenecks, and ensure sustainable development of the region's forestry sector through informed transportation network planning.
timber industry, transport infrastructure, network graph, transport planning, geoinformation analysis
1. Boykov V.N., Neretin A.A., Skvorcov A.V. Aprobirovanie informacionnyh modeley dorog na stadii realizacii proektov.//OOO «IndorSoft». 2015. №2 (5). URL: https://cyberleninka.ru/article/n/aprobirovanie-informatsionnyh-modeley-dorog-na-stadii-realizatsii-proektov.
2. Buharova E. B., Tret'yakov A. A., Shishackiy N. G. Istoriko-ekonomicheskoe issledovanie mehanizmov promyshlennogo razvitiya Krasnoyarskogo krayav gody pervyh pyatiletok (1928-1940 gg.) / Buharova E. B., Tret'yakov A. A., Shishackiy N. G. // Zhurnal SFU. Gumanitarnye nauki. — 2021. — № 8. — S. 1191-1206.
3. Gosudarstvennye doklady «O sostoyanii i ispol'zovanii lesov Rossiyskoy Federacii» / //Ministerstvo prirodnyh resursov i ekologii Rossiyskoy Federacii: [Oficial'nyy sayt]. — URL: https://www.mnr.gov.ru/.
4. Kropotov M. D., Goryaeva, E. V. Analiz metodik planirovaniya remontnyh rabot / M. D.Kropotov, E. V. Goryaeva // Aktual'nye voprosy stroitel'stva: vzglyad v buduschee: sbornik nauchnyh statey po materialam II Vserossiyskoy nauchno-prakticheskoy konferencii. Krasnoyarsk, 2023. — S. 58-61.
5. Mohirev, A. P. Analiz struktury zatrat na transportirovku drevesiny i ih sezonnoy dinamiki / A. P. Mohirev, M. M. Gerasimova, M. O. Pozdnyakova // Lesotehnicheskiy zhurnal. – 2020. – T. 10, № 2(38). – S. 123-133. – DOIhttps://doi.org/10.34220/issn.2222-7962/2020.2/12. – EDN TMHKQG.
6. Mohirev, A. P. Modelirovanie struktury lesotransportnyh potokov / A. P. Mohirev, K. P. Rukomoynikov – Yoshkar-Ola: Povolzhskiy gosudarstvennyy tehnologicheskiy universitet, 2022. – 396 s. – ISBN 978-5-8158-2263-4. – EDN VSFGCW.
7. Ob utverzhdenii lesnogo plana Krasnoyarskogo kraya / // Krasnoyarskiy kray. [Oficial'nyy portal]. URL: http://www.krskstate.ru/docs/0/doc/54526.
8. Ob ekonomicheski dostupnoy raschetnoy lesoseke na arendnyh territoriyah OOO "Sibirskiy les" v Krasnoyarskom krae / V. A. Sokolov, R. T. Murzakmatov, O. P. Vtyurina [i dr.] // Izvestiya Nacional'noy Akademii nauk Kyrgyzskoy Respubliki. – 2016. – № 3. – S. 214-217.
9. Prikaz Ministerstva ekonomicheskogo razvitiya Rossiyskoy Federacii ot 1 oktyabrya 2010 g. № 464 / // Garant.ru. Informacionno-pravovoy portal: [sayt]. — URL: https://www.garant.ru/products/ipo/prime/doc/99672/ (data obrascheniya: 18.09.2025).
10. Rasporyazhenie Pravitel'stva Rossiyskoy Federacii «Ob utverzhdenii strategii razvitiya lesnogo kompleksa Rossiyskoy Federacii do 2030 goda» ot 11.02.2021 g. № 312-r. .URL: https://www.garant.ru/products/ipo/prime/doc/400235155/.
11. Regional'nye novosti / Rossel'hoznadzor // fsvps.gov.ru: [sayt]. — URL: https://fsvps.gov.ru/news/s-nachala-2024-goda-rosselhoznadzor-prokontroliroval-2-mln-kubometrov-vyvozimoj-iz-krasnojarskogo-kraja-lesoprodukcii/.
12. Sokolov V. A., Vtyurina O. P., Sokolova N. V. O strategii lesoupravleniya v Rossii / Sokolov V. A., Vtyurina O. P., Sokolova N. V. // Sibirskiy lesnoy zhurnal. — 2019. — № 6. — S. 3-9.
13. Sokolov V.A., Goryaeva E.V., Sokolova N.V. O sovershenstvovanii lesoupravleniya v Rossii / V. A. Sokolov, E.V. Goryaeva, N. V. Sokolova // Interekspo Geo-Sibir'. - Novosibirsk: SGUGIT, 2020. — T. 3. — № 2. — S. 24-29.
14. Sokolov, V. A., Vtyurina, O. P., Sokolova, N. V. Lesnye resursy Nizhnego Priangar'ya Krasnoyarskogo kraya: perspektivy i ogranicheniya / V. A. Sokolov, O. P. Vtyurina, N. V. Sokolova // Interekspo Geo-Sibir'. - Novosibirsk: SGUGIT, 2021. — T.1. — S. 257-262.,
15. Sokolov, V. A., Laletin, A. A., Vtyurina, O. P. Ocenka drevesnyh resursov Krasnoyarskogo kraya / V. A. Sokolov, A. A. Laletin, O. P. Vtyurina — Saarbrücken: Lambert Academic Publishing, 2015 - 129 c.
16. Sostoyanie proezda na zimnih avtomobil'nyh dorogah / // Kraevoe gosudarstvennoe kazennoe uchrezhdenie "Upravlenie avtomobil'nyh dorog po krasnoyarskomu krayu": [sayt]. — URL: https://krudor.ru/. (data obrascheniya: 18.09.2025).
17. Shishmareva A. V., Moiseeva E. E. Otraslevye osobennosti ustoychivogo razvitiya lesopromyshlennogo kompleksa Krasnoyarskogo kraya / Shishmareva A. V., Moiseeva E. E. // Menedzhment social'nyh i ekonomicheskih sistem. — 2019. — № 2(14). — S. 5-10.
18. Bettinger, P., Boston, K., Siry, J. P., & Grebner, D. L. Forest management and planning / Bettinger, P., Boston, K., Siry, J. P., & Grebner, D. L. — 2-e izd. — Academic Press, 2017 — 362 p.
19. IOP CONFERENCE SERIES: EARTH AND ENVIRONMENTAL SCIENCE5, Policy, Industry, Science and Education. Ser. "V Pan-Russian Scientific - Technical Conference - Webinar "Forests of Russia: Policy, Industry, Science and Education"" Tom 574. 2020.
20. QGIS: oficial'nyy sayt – Rezhim dostupa: https://qgis.org/ru/site/.
21. Xing Z, Huang M, Peng D. 2023. Overview of machine learning-based traffic flow prediction. Digital Transportation and Safety 2(3):164−175 DOI:https://doi.org/10.48130/DTS-2023-0013.
