A Study on the Correlation between Ship Movement Characteristics and Ice Conditions in Polar Waters

The opening of arctic routes provides a new option for international navigation ships. The correlation between ship movement characteristics and ice conditions should be known, which will help ships adapt to the polar waters. Based on the voyage data and sea ice manual observation data of the ‘XUE L...

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Published in:Journal of Marine Science and Engineering
Main Authors: Liang Chen, Changhai Huang, Yanhao Wang
Format: Text
Language:English
Published: Multidisciplinary Digital Publishing Institute 2023
Subjects:
Online Access:https://doi.org/10.3390/jmse11040729
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spelling ftmdpi:oai:mdpi.com:/2077-1312/11/4/729/ 2023-08-20T04:04:50+02:00 A Study on the Correlation between Ship Movement Characteristics and Ice Conditions in Polar Waters Liang Chen Changhai Huang Yanhao Wang agris 2023-03-27 application/pdf https://doi.org/10.3390/jmse11040729 EN eng Multidisciplinary Digital Publishing Institute Ocean Engineering https://dx.doi.org/10.3390/jmse11040729 https://creativecommons.org/licenses/by/4.0/ Journal of Marine Science and Engineering; Volume 11; Issue 4; Pages: 729 ship movement characteristics polar waters correlation analysis polar navigation Text 2023 ftmdpi https://doi.org/10.3390/jmse11040729 2023-08-01T09:27:24Z The opening of arctic routes provides a new option for international navigation ships. The correlation between ship movement characteristics and ice conditions should be known, which will help ships adapt to the polar waters. Based on the voyage data and sea ice manual observation data of the ‘XUE LONG’ ship’s six voyages in polar waters, a correlation analysis model of ice conditions and ship movement characteristics was established in this work. First, the ship movement characteristics in polar waters were analyzed, such as the distribution characteristics of ship speeds, courses, and variation characteristics by using the descriptive statistical analysis method and data visualization analysis method. Then, by using multivariate correlation analysis and univariate controlled correlation analysis methods, the correlation between movement characteristics and ice conditions, such as ice concentration and thickness, and the correlation between different ice conditions themselves, were quantitatively analyzed. The result shows that the correlation analysis model of ice conditions and ship movement characteristics is reliable and effective and can obtain quantitative correlation analysis results. On the one hand, sea ice thickness has almost no significant correlation with ship movement characteristics, excluding the influence of sea ice concentration. On the other hand, excluding the influence of sea ice thickness, sea ice concentration is still significantly correlated with the absolute value of speed, speed variation, and course variation. The conclusions of this work have important reference significance for polar scientific investigations, commercial ships’ voyages in icy waters, and ships’ designs for icy waters. Text Arctic Sea ice MDPI Open Access Publishing Arctic Journal of Marine Science and Engineering 11 4 729
institution Open Polar
collection MDPI Open Access Publishing
op_collection_id ftmdpi
language English
topic ship movement characteristics
polar waters
correlation analysis
polar navigation
spellingShingle ship movement characteristics
polar waters
correlation analysis
polar navigation
Liang Chen
Changhai Huang
Yanhao Wang
A Study on the Correlation between Ship Movement Characteristics and Ice Conditions in Polar Waters
topic_facet ship movement characteristics
polar waters
correlation analysis
polar navigation
description The opening of arctic routes provides a new option for international navigation ships. The correlation between ship movement characteristics and ice conditions should be known, which will help ships adapt to the polar waters. Based on the voyage data and sea ice manual observation data of the ‘XUE LONG’ ship’s six voyages in polar waters, a correlation analysis model of ice conditions and ship movement characteristics was established in this work. First, the ship movement characteristics in polar waters were analyzed, such as the distribution characteristics of ship speeds, courses, and variation characteristics by using the descriptive statistical analysis method and data visualization analysis method. Then, by using multivariate correlation analysis and univariate controlled correlation analysis methods, the correlation between movement characteristics and ice conditions, such as ice concentration and thickness, and the correlation between different ice conditions themselves, were quantitatively analyzed. The result shows that the correlation analysis model of ice conditions and ship movement characteristics is reliable and effective and can obtain quantitative correlation analysis results. On the one hand, sea ice thickness has almost no significant correlation with ship movement characteristics, excluding the influence of sea ice concentration. On the other hand, excluding the influence of sea ice thickness, sea ice concentration is still significantly correlated with the absolute value of speed, speed variation, and course variation. The conclusions of this work have important reference significance for polar scientific investigations, commercial ships’ voyages in icy waters, and ships’ designs for icy waters.
format Text
author Liang Chen
Changhai Huang
Yanhao Wang
author_facet Liang Chen
Changhai Huang
Yanhao Wang
author_sort Liang Chen
title A Study on the Correlation between Ship Movement Characteristics and Ice Conditions in Polar Waters
title_short A Study on the Correlation between Ship Movement Characteristics and Ice Conditions in Polar Waters
title_full A Study on the Correlation between Ship Movement Characteristics and Ice Conditions in Polar Waters
title_fullStr A Study on the Correlation between Ship Movement Characteristics and Ice Conditions in Polar Waters
title_full_unstemmed A Study on the Correlation between Ship Movement Characteristics and Ice Conditions in Polar Waters
title_sort study on the correlation between ship movement characteristics and ice conditions in polar waters
publisher Multidisciplinary Digital Publishing Institute
publishDate 2023
url https://doi.org/10.3390/jmse11040729
op_coverage agris
geographic Arctic
geographic_facet Arctic
genre Arctic
Sea ice
genre_facet Arctic
Sea ice
op_source Journal of Marine Science and Engineering; Volume 11; Issue 4; Pages: 729
op_relation Ocean Engineering
https://dx.doi.org/10.3390/jmse11040729
op_rights https://creativecommons.org/licenses/by/4.0/
op_doi https://doi.org/10.3390/jmse11040729
container_title Journal of Marine Science and Engineering
container_volume 11
container_issue 4
container_start_page 729
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