Russian Federation
Russian Federation
Purpose: To show mastering results for passenger transportation by rail and air kinds of transport on Moscow — St. Petersburg direction including ones at crisis 2020–2021, in particular: to analyze the dynamics of changes in passenger traffic of Sapsan trains and air traffic on Moscow — St. Petersburg route as well as of air passenger traffic of domestic air lines of Pulkovo Airport in pre-Covid, Covid and post-Covid periods; to develop mathematical model for passenger traffic forecast. Methods: Regression analysis. Results: The dynamics of passenger traffic changes of railway and air kinds of transport on Moscow-St. Petersburg direction for 2010 to 2019 period has been shown; mathematical model to forecast passenger traffic of being considered kinds of transport till 2022 has been developed; the tendencies for passenger traffic statistical data changes at Covid and post-Covid periods in comparison with expected (forecasted) values have been studied. Practical significance: Conclusion about the expediency of research continuation on passenger traffic forecast in unstable situation conditions in the country and the world as well as in the conditions of strong concurrence between being considered kinds of transport on Moscow — St. Petersburg direction has been made. The analysis results can be recommended for practical use.
Passenger traffic, Covid-19, rail transport, air transport, Moscow — St. Petersburg direction
1. Novel coronavirus (2019-nCoV). WHO/Europe. - URL: https://www.who.int/europe/ (data obrascheniya: 01.12.2022).
2. Shul'man D. O. Obosnovanie etapnosti formirovaniya perspektivnoy seti vysokoskorostnyh zheleznodorozhnyh magistraley: disc. ... kand. tehn. nauk / D. O. Shul'man. - SPb., 2015. - 147 s.
3. Bushuev N. S. Analiz dinamiki passazhiropotoka poezdov «Sapsan» i aviacionnogo transporta na linii «Moskva - Sankt-Peterburg» do 2025 g. / N. S. Bushuev, D. O. Shul'man, K. M. Sagaydak // Byulleten' rezul'tatov nauchnyh issledovaniy. - SPb.: PGUPS, 2019. - Vyp. 1. - S. 5-14. - URL: http://brni.info/archive/2019/1.html.
4. Bushuev N. Modeling of container freight and passenger traffic / N. Bushuev, D. Shulman, K. Sagajdak // IOP Conference Series: Earth and Environmental Science, vol. 403, 2019 XII International Scientific Conference on Agricultural Machinery Industry 10-13 September, 2019, Don State Technical University, Russian Federation. - № 012226. - DOI: https://doi.org/10.1088/1755-1315/403/1/012226.
5. Bushuev N. S. Ocenka perspektiv razvitiya vysokoskorostnogo zheleznodorozhnogo i aviacionnogo transporta na napravlenii Moskva - Sankt-Peterburg / N. S. Bushuev, D. O. Shul'man // Razvitie infrastruktury i logisticheskih tehnologiy v transportnyh sistemah (RILTTRANS-2017): sbornik trudov vtoroy Mezhdunarodnoy nauchno-prakticheskoy konferencii. - SPb.: FGBOU VO PGUPS, 2018. - S. 219-222.
6. RZhD zapustyat dopolnitel'nye «Sapsany» dlya soblyudeniya social'noy distancii // Dannye sayta «RBK». - URL: https://www.rbc.ru/rbcfreenews/5ebff7fe9a7947242edd12fa (data obrascheniya: 04.12.2022).
7. Kak pandemiya izmenila rossiyskie aeroporty // Dannye sayta «Vedomosti». - URL: https://www.vedomosti.ru/salesdepartment/2021/03/15/kak-pandemiya-izmenila-rossiiskie-aeroporti (data obrascheniya: 05.12.2022).
8. Perevozki passazhirov poezdami «Sapsan» v 2019 godu vyrosli na 4 % // Gudok. - 10 yanvarya 2020 g. - URL: https://gudok.ru/news/?ID=1489790.
9. Sankt-Peterburgskoe gosudarstvennoe kazennoe uchrezhdenie «Agentstvo vneshnego transporta» // Dannye transportno-logisticheskogo kompleksa Sankt-Peterburga. - URL: http://avt.spb.ru/transportno-logisticheskij-kompleks-sankt-peterburga/otraslevaja-statistika.
10. Za 11 mesyacev 2022 goda mezhdu Peterburgom i Moskvoy «Sapsan» perevez 4,6 milliona passazhirov // Oficial'noe setevoe izdanie pravitel'stva Sankt-Peterburga. - 17 dekabrya 2022. - URL: https://spbdnevnik.ru/news/2022-12-17/za-11-mesyatsev-2022-goda-mezhdu-peterburgom-i-moskvoy-sapsan-perevez-46-millionov-passazhirov.
11. Kiselev I. P. Vysokoskorostnoy zheleznodorozhnyy transport i perspektivy ego razvitiya v mire / I. P. Kiselev // Transport Rossiyskoy Federacii. - 2012. - № 3, 4, 5(40, 41, 42). - S. 40-41, 61-65, 44-51.
12. Bushuev N. S. Ocenka vostrebovannosti vysokoskorostnoy zheleznodorozhnoy magistrali na poligone Sankt-Peterburg - Moskva / N. S. Bushuev, D. O. Minenko // Izvestiya PGUPS. - SPb.: PGUPS, 2013. - Vyp. 2(35). - S. 5-11.
13. Bushuev N. S. O perspektivah razvitiya vysokoskorostnyh zheleznodorozhnyh magistraley v Rossii / N. S. Bushuev, D. O. Shul'man // Byulleten' rezul'tatov nauchnyh issledovaniy. - SPb.: PGUPS, 2017. - Vyp. 3. - S. 7-14. - URL: http://brni.info/archive/2017/3-(24).html.
14. V Pulkovo ocenili masshtaby poter' v 2020 godu // Dannye portala RBK. - 13 yanvarya 2021 g. - URL: https://www.rbc.ru/spb_sz/13/01/2021/5ffe975e9a7947b8bfe777a7.
15. Air Passenger Numbers to Recover in 2024. - URL: https://www.iata.org/en/pressroom/2022-releases/2022-03-01-01/.
16. Dannye portala Aviastat.ru. - URL: https://www.aviastat.ru/analytics/108-osobennosti-rynka-passazhirskih-i-gruzovyh-aviaperevozok-v-period-pandemii (data obrascheniya: 12.12.2022).
17. COVID-19 Dashboard by the Center for Systems Science and Engineering (CSSE) at Johns Hopkins University (JHU). Johns Hopkins University. - URL: https://gisanddata.maps.arcgis.com/apps/dashboards/bda7594740fd40299423467b48e9ecf (data obrascheniya: 12.12.2022).
18. Dannye aeroporta Pulkovo. - URL: https://pulkovoairport.ru/about/about_pulkovo/performance/ (data obrascheniya: 02.12.2022).