Trade Volume Prediction Based on a Three-Stage Model When Arctic Sea Routes Open

With the advancement of global warming, the Arctic sea routes (ASRs) may open for the entire year. The ASRs will be far more competitive than they are now, and they will be the major international sea routes in the future. To date, most studies have researched the economic feasibility in the short t...

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Published in:Symmetry
Main Authors: Yijie Sui, Dongjie Fu, Fenzhen Su
Format: Article in Journal/Newspaper
Language:English
Published: MDPI AG 2021
Subjects:
Online Access:https://doi.org/10.3390/sym13040610
https://doaj.org/article/bbf40f8a921842608eb14f5da9bdcf73
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spelling ftdoajarticles:oai:doaj.org/article:bbf40f8a921842608eb14f5da9bdcf73 2023-05-15T14:43:51+02:00 Trade Volume Prediction Based on a Three-Stage Model When Arctic Sea Routes Open Yijie Sui Dongjie Fu Fenzhen Su 2021-04-01T00:00:00Z https://doi.org/10.3390/sym13040610 https://doaj.org/article/bbf40f8a921842608eb14f5da9bdcf73 EN eng MDPI AG https://www.mdpi.com/2073-8994/13/4/610 https://doaj.org/toc/2073-8994 doi:10.3390/sym13040610 2073-8994 https://doaj.org/article/bbf40f8a921842608eb14f5da9bdcf73 Symmetry, Vol 13, Iss 610, p 610 (2021) Arctic route planning Arctic sea route trade forecast Mathematics QA1-939 article 2021 ftdoajarticles https://doi.org/10.3390/sym13040610 2022-12-30T23:46:52Z With the advancement of global warming, the Arctic sea routes (ASRs) may open for the entire year. The ASRs will be far more competitive than they are now, and they will be the major international sea routes in the future. To date, most studies have researched the economic feasibility in the short term from a company’s perspective. To help to plan the shipping market in the future, we developed a three-stage model to simulate the trade demand of the ASRs for the long term. This model firstly considers the seasonal sea ice dynamics in the future and plans new paths for vessels shipping through the Arctic. Additionally, an improved trade prediction model was developed to adapt to the long-term forecasts. After verification, the accuracy of the model was found to be very high (R 2 = 0.937). In comparison with another transportation cost model and a trade prediction model, our model was more reasonable. This study simulated the trade volumes of China, Europe (EU), and North America (NA) in 2100 with the ASRs open. The results show that the percentage of port trade can be up to 26% in representative concentration pathway (RCP)2.6, and the percentage of port trade can be up to 52% in RCP8.5. Article in Journal/Newspaper Arctic Global warming Sea ice Directory of Open Access Journals: DOAJ Articles Arctic Symmetry 13 4 610
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Arctic
route planning
Arctic sea route
trade forecast
Mathematics
QA1-939
spellingShingle Arctic
route planning
Arctic sea route
trade forecast
Mathematics
QA1-939
Yijie Sui
Dongjie Fu
Fenzhen Su
Trade Volume Prediction Based on a Three-Stage Model When Arctic Sea Routes Open
topic_facet Arctic
route planning
Arctic sea route
trade forecast
Mathematics
QA1-939
description With the advancement of global warming, the Arctic sea routes (ASRs) may open for the entire year. The ASRs will be far more competitive than they are now, and they will be the major international sea routes in the future. To date, most studies have researched the economic feasibility in the short term from a company’s perspective. To help to plan the shipping market in the future, we developed a three-stage model to simulate the trade demand of the ASRs for the long term. This model firstly considers the seasonal sea ice dynamics in the future and plans new paths for vessels shipping through the Arctic. Additionally, an improved trade prediction model was developed to adapt to the long-term forecasts. After verification, the accuracy of the model was found to be very high (R 2 = 0.937). In comparison with another transportation cost model and a trade prediction model, our model was more reasonable. This study simulated the trade volumes of China, Europe (EU), and North America (NA) in 2100 with the ASRs open. The results show that the percentage of port trade can be up to 26% in representative concentration pathway (RCP)2.6, and the percentage of port trade can be up to 52% in RCP8.5.
format Article in Journal/Newspaper
author Yijie Sui
Dongjie Fu
Fenzhen Su
author_facet Yijie Sui
Dongjie Fu
Fenzhen Su
author_sort Yijie Sui
title Trade Volume Prediction Based on a Three-Stage Model When Arctic Sea Routes Open
title_short Trade Volume Prediction Based on a Three-Stage Model When Arctic Sea Routes Open
title_full Trade Volume Prediction Based on a Three-Stage Model When Arctic Sea Routes Open
title_fullStr Trade Volume Prediction Based on a Three-Stage Model When Arctic Sea Routes Open
title_full_unstemmed Trade Volume Prediction Based on a Three-Stage Model When Arctic Sea Routes Open
title_sort trade volume prediction based on a three-stage model when arctic sea routes open
publisher MDPI AG
publishDate 2021
url https://doi.org/10.3390/sym13040610
https://doaj.org/article/bbf40f8a921842608eb14f5da9bdcf73
geographic Arctic
geographic_facet Arctic
genre Arctic
Global warming
Sea ice
genre_facet Arctic
Global warming
Sea ice
op_source Symmetry, Vol 13, Iss 610, p 610 (2021)
op_relation https://www.mdpi.com/2073-8994/13/4/610
https://doaj.org/toc/2073-8994
doi:10.3390/sym13040610
2073-8994
https://doaj.org/article/bbf40f8a921842608eb14f5da9bdcf73
op_doi https://doi.org/10.3390/sym13040610
container_title Symmetry
container_volume 13
container_issue 4
container_start_page 610
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