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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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 |
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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 |
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13 |
container_issue |
4 |
container_start_page |
610 |
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1766315439205384192 |