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February 26, 2026Communications in Transportation ResearchOpen Access

Data-driven decarbonization in the maritime industry: An integrative analytical review

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Authors

JWJing WangKLKelvin LeeXFXiuju Fu

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Overview

Analytical review explores data-driven strategies for decarbonization in the maritime sector, highlighting implications.

Key Points

  • This review aims to investigate the integrative role of data in facilitating maritime decarbonization efforts.
  • Established a four-pillar framework for data-driven maritime decarbonization
  • Analyzed emerging digital governance policies related to traditional maritime policies
  • Syntesized development of emission datasets including real-time monitoring techniques like UAV and PEMS
  • Reviewed advancements in emission modeling techniques including machine learning
  • Evaluated how data and modeling advancements support coordinated decarbonization strategies across maritime stakeholders
  • Identified critical knowledge gaps in maritime decarbonization
  • Showed how data-centric approaches can enhance decision-making in emission reductions
  • Demonstrated the importance of integrating regulatory and operational perspectives for effective decarbonization strategies

Cite This Study

Wang et al. (2026) studied this question.

synapsesocial.com/papers/699fe2fe95ddcd3a253e684ehttps://doi.org/10.26599/commtr.2026.9640002
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Also Consider

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  1. 1Revolutionising Maritime Decarbonisation: A Synthesis of Carbon Emission Drivers, Emerging Technology, and Global Policy Pathways2025
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  4. 4Decarbonization in the maritime industry: Factors to create an efficient transition strategy2024 · 14 citations
  5. 5Decision-support applications for sustainable energy systems in maritime transport: A comprehensive review2026