The small world of global marine crude oil trade based on crude oil tanker flows
被引:13
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作者:
Yan, Zhaojin
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China Univ Min & Technol, Key Lab cOal Bed Gas Resources & Forming Proc, Minist Educ, Xuzhou 221116, Jiangsu, Peoples R China
China Univ Min & Technol, Sch Resources & Geosci, Xuzhou 221116, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Key Lab cOal Bed Gas Resources & Forming Proc, Minist Educ, Xuzhou 221116, Jiangsu, Peoples R China
Yan, Zhaojin
[1
,2
]
He, Rong
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机构:
Santa Clara Univ, Dept Civil Environm & Sustainable Engn, Santa Clara, CA 95053 USAChina Univ Min & Technol, Key Lab cOal Bed Gas Resources & Forming Proc, Minist Educ, Xuzhou 221116, Jiangsu, Peoples R China
He, Rong
[3
]
Yang, Hui
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机构:
China Univ Min & Technol, Key Lab cOal Bed Gas Resources & Forming Proc, Minist Educ, Xuzhou 221116, Jiangsu, Peoples R China
China Univ Min & Technol, Sch Resources & Geosci, Xuzhou 221116, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Key Lab cOal Bed Gas Resources & Forming Proc, Minist Educ, Xuzhou 221116, Jiangsu, Peoples R China
Yang, Hui
[1
,2
]
机构:
[1] China Univ Min & Technol, Key Lab cOal Bed Gas Resources & Forming Proc, Minist Educ, Xuzhou 221116, Jiangsu, Peoples R China
[2] China Univ Min & Technol, Sch Resources & Geosci, Xuzhou 221116, Jiangsu, Peoples R China
[3] Santa Clara Univ, Dept Civil Environm & Sustainable Engn, Santa Clara, CA 95053 USA
Global marine crude oil trade is a direct reflection of global economic trends. This study uses the real world historical ship automatic identification system (AIS) data from 2014 to 2017 to explore the flows of crude oil tanker trade between ports and construct a port-node global crude oil trade model. An analysis framework of "AIS data-> crude oil tanker trade flows-> port-node crude oil trade network-> port-node crude oil trade backbone network "is proposed to realize the progressive analysis of global marine crude oil trade. The global port-node crude oil trade network is a small world, in which there are multiple small world port-node trade communities. Compared with the community structure of the global port-node crude oil trade in previous years, the Middle East-Southern Africa-South Asia-Oceania-Asia Pacific community and the Southern Africa-China community have more activities in port nodes and trade links in 2017, which reflects that the Asia-Pacific region, especially East Asian countries, is making efforts to expand the Oceania and African markets and increase the diversity of crude oil import sources to ensure the security of crude oil supply and demand. (c) 2022 Elsevier B.V. All rights reserved.
机构:
Jiangsu Univ, Ctr Energy Dev & Environm Protect, Zhenjiang 212013, Jiangsu, Peoples R ChinaJiangsu Univ, Ctr Energy Dev & Environm Protect, Zhenjiang 212013, Jiangsu, Peoples R China
Du, Ruijin
Dong, Gaogao
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机构:
Jiangsu Univ, Ctr Energy Dev & Environm Protect, Zhenjiang 212013, Jiangsu, Peoples R ChinaJiangsu Univ, Ctr Energy Dev & Environm Protect, Zhenjiang 212013, Jiangsu, Peoples R China
Dong, Gaogao
Tian, Lixin
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机构:
Nanjing Normal Univ, Sch Math Sci, Nanjing 210012, Jiangsu, Peoples R ChinaJiangsu Univ, Ctr Energy Dev & Environm Protect, Zhenjiang 212013, Jiangsu, Peoples R China
Tian, Lixin
Wang, Ya
论文数: 0引用数: 0
h-index: 0
机构:
Jiangsu Univ, Ctr Energy Dev & Environm Protect, Zhenjiang 212013, Jiangsu, Peoples R ChinaJiangsu Univ, Ctr Energy Dev & Environm Protect, Zhenjiang 212013, Jiangsu, Peoples R China
Wang, Ya
Liu, Yixiao
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机构:
Jiangsu Univ, Ctr Energy Dev & Environm Protect, Zhenjiang 212013, Jiangsu, Peoples R ChinaJiangsu Univ, Ctr Energy Dev & Environm Protect, Zhenjiang 212013, Jiangsu, Peoples R China
Liu, Yixiao
Wang, Minggang
论文数: 0引用数: 0
h-index: 0
机构:
Nanjing Normal Univ, Sch Math Sci, Nanjing 210012, Jiangsu, Peoples R ChinaJiangsu Univ, Ctr Energy Dev & Environm Protect, Zhenjiang 212013, Jiangsu, Peoples R China
Wang, Minggang
Fang, Guochang
论文数: 0引用数: 0
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机构:
Nanjing Univ Finance & Econ, Sch Econ, Nanjing 210023, Jiangsu, Peoples R ChinaJiangsu Univ, Ctr Energy Dev & Environm Protect, Zhenjiang 212013, Jiangsu, Peoples R China
Fang, Guochang
CLEAN ENERGY FOR CLEAN CITY: CUE 2016 - APPLIED ENERGY SYMPOSIUM AND FORUM: LOW-CARBON CITIES AND URBAN ENERGY SYSTEMS,
2016,
104
: 221
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226
机构:
Chinese Acad Sci, Inst Policy & Management, Beijing 100190, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Inst Policy & Management, Beijing 100190, Peoples R China
Yang, Yuying
Liu, Chang
论文数: 0引用数: 0
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机构:
Chinese Acad Sci, Inst Policy & Management, Beijing 100190, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Inst Policy & Management, Beijing 100190, Peoples R China
Liu, Chang
Sun, Xiaolei
论文数: 0引用数: 0
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机构:
Chinese Acad Sci, Inst Policy & Management, Beijing 100190, Peoples R ChinaChinese Acad Sci, Inst Policy & Management, Beijing 100190, Peoples R China
Sun, Xiaolei
Li, Jianping
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机构:
Chinese Acad Sci, Inst Policy & Management, Beijing 100190, Peoples R ChinaChinese Acad Sci, Inst Policy & Management, Beijing 100190, Peoples R China