Maritime greenhouse gas emission estimation and forecasting through AIS data analytics: a case study of Tianjin port in the context of sustainable development

Maritime greenhouse gas emission estimation and forecasting through AIS data analytics: a case study of Tianjin port in the context of sustainable development

The escalating greenhouse gas (GHG) emissions from maritime trade present a serious environmental and biological threat. With increasing emission reduction initiatives, such as the European Union’s incorporation of the maritime sector into the emissions trading system, both challenges and opportunit...

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Bibliographic Details
Main Authors: Wenxin Xie, Yong Li, Yang Yang, Peng Wang, Zhishan Wang, Zhaoxuan Li, Qiang Mei, Yaqi Sun
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-12-01
Series:Frontiers in Marine Science
Subjects:
greenhouse gas
emission inventory
AIS
transformer
emission prediction
Online Access:https://www.frontiersin.org/articles/10.3389/fmars.2023.1308981/full

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