A ship navigation information service system for the Arctic Northeast Passage using 3D GIS based on big Earth data

Research on Arctic passages has mainly focused on navigation policies, sea ice extraction models, and navigation of Arctic sea routes. It is difficult to quantitatively address the specific problems encountered by ships sailing in the Arctic in real time through traditional manual approaches. Additi...

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Autores principales:	Adan Wu, Tao Che, Xin Li, Xiaowen Zhu
Formato:	article
Lenguaje:	EN
Publicado:	Taylor & Francis Group 2021
Materias:	arctic northeast passage sea ice shipping information service system 3d gis Geography. Anthropology. Recreation G Geology QE1-996.5
Acceso en línea:	https://doaj.org/article/f5f11809c4164001b94125366c23f2c1
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spelling	oai:doaj.org-article:f5f11809c4164001b94125366c23f2c12021-11-04T15:00:43ZA ship navigation information service system for the Arctic Northeast Passage using 3D GIS based on big Earth data2096-44712574-541710.1080/20964471.2021.1981197https://doaj.org/article/f5f11809c4164001b94125366c23f2c12021-10-01T00:00:00Zhttp://dx.doi.org/10.1080/20964471.2021.1981197https://doaj.org/toc/2096-4471https://doaj.org/toc/2574-5417Research on Arctic passages has mainly focused on navigation policies, sea ice extraction models, and navigation of Arctic sea routes. It is difficult to quantitatively address the specific problems encountered by ships sailing in the Arctic in real time through traditional manual approaches. Additionally, existing sea ice information service systems focus on data sharing and lack online calculation and analysis capabilities, making it difficult for decision-makers to derive valuable information from massive amounts of data. To improve navigation analysis through intelligent information service, we built an advanced Ship Navigation Information Service System (SNISS) using a 3D geographic information system (GIS) based on big Earth data. The SNISS includes two main features: (1) heuristic algorithms were developed to identify the optimal navigation route of the Arctic Northeast Passage (NEP) from a macroscale perspective for the past 10 years to the next 100 years, and (2) for key sea straits along the NEP, online local sea-ice images can be retrieved to provide a fully automatic sea ice data processing workflow, solving the problems of poor flexibility and low availability of real sea ice remote sensing data extraction. This work can potentially enhance the safety of shipping navigation along the NEP.Adan WuTao CheXin LiXiaowen ZhuTaylor & Francis Grouparticlearcticnortheast passagesea iceshippinginformation service system3d gisGeography. Anthropology. RecreationGGeologyQE1-996.5ENBig Earth Data, Vol 0, Iss 0, Pp 1-27 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	arctic northeast passage sea ice shipping information service system 3d gis Geography. Anthropology. Recreation G Geology QE1-996.5
spellingShingle	arctic northeast passage sea ice shipping information service system 3d gis Geography. Anthropology. Recreation G Geology QE1-996.5 Adan Wu Tao Che Xin Li Xiaowen Zhu A ship navigation information service system for the Arctic Northeast Passage using 3D GIS based on big Earth data
description	Research on Arctic passages has mainly focused on navigation policies, sea ice extraction models, and navigation of Arctic sea routes. It is difficult to quantitatively address the specific problems encountered by ships sailing in the Arctic in real time through traditional manual approaches. Additionally, existing sea ice information service systems focus on data sharing and lack online calculation and analysis capabilities, making it difficult for decision-makers to derive valuable information from massive amounts of data. To improve navigation analysis through intelligent information service, we built an advanced Ship Navigation Information Service System (SNISS) using a 3D geographic information system (GIS) based on big Earth data. The SNISS includes two main features: (1) heuristic algorithms were developed to identify the optimal navigation route of the Arctic Northeast Passage (NEP) from a macroscale perspective for the past 10 years to the next 100 years, and (2) for key sea straits along the NEP, online local sea-ice images can be retrieved to provide a fully automatic sea ice data processing workflow, solving the problems of poor flexibility and low availability of real sea ice remote sensing data extraction. This work can potentially enhance the safety of shipping navigation along the NEP.
format	article
author	Adan Wu Tao Che Xin Li Xiaowen Zhu
author_facet	Adan Wu Tao Che Xin Li Xiaowen Zhu
author_sort	Adan Wu
title	A ship navigation information service system for the Arctic Northeast Passage using 3D GIS based on big Earth data
title_short	A ship navigation information service system for the Arctic Northeast Passage using 3D GIS based on big Earth data
title_full	A ship navigation information service system for the Arctic Northeast Passage using 3D GIS based on big Earth data
title_fullStr	A ship navigation information service system for the Arctic Northeast Passage using 3D GIS based on big Earth data
title_full_unstemmed	A ship navigation information service system for the Arctic Northeast Passage using 3D GIS based on big Earth data
title_sort	ship navigation information service system for the arctic northeast passage using 3d gis based on big earth data
publisher	Taylor & Francis Group
publishDate	2021
url	https://doaj.org/article/f5f11809c4164001b94125366c23f2c1
work_keys_str_mv	AT adanwu ashipnavigationinformationservicesystemforthearcticnortheastpassageusing3dgisbasedonbigearthdata AT taoche ashipnavigationinformationservicesystemforthearcticnortheastpassageusing3dgisbasedonbigearthdata AT xinli ashipnavigationinformationservicesystemforthearcticnortheastpassageusing3dgisbasedonbigearthdata AT xiaowenzhu ashipnavigationinformationservicesystemforthearcticnortheastpassageusing3dgisbasedonbigearthdata AT adanwu shipnavigationinformationservicesystemforthearcticnortheastpassageusing3dgisbasedonbigearthdata AT taoche shipnavigationinformationservicesystemforthearcticnortheastpassageusing3dgisbasedonbigearthdata AT xinli shipnavigationinformationservicesystemforthearcticnortheastpassageusing3dgisbasedonbigearthdata AT xiaowenzhu shipnavigationinformationservicesystemforthearcticnortheastpassageusing3dgisbasedonbigearthdata
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A ship navigation information service system for the Arctic Northeast Passage using 3D GIS based on big Earth data

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