Next Article in Journal
AI Anomaly-Based Deepfake Detection Using Customized Mahalanobis Distance and Head Pose with Facial Landmarks
Previous Article in Journal
Mathematical Modeling of Packaging Properties as Hurdles for Food Degradation: A Case Study on Olive Oil
Previous Article in Special Issue
On the Prediction and Forecasting of PMs and Air Pollution: An Application of Deep Hybrid AI-Based Models
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
This is an early access version, the complete PDF, HTML, and XML versions will be available soon.
Article

Analysis of Greenhouse Gas Emissions from Ships Visiting European Ports

1
Naval Architecture and Marine Engineering Department, Technical University of Varna, Studentska Str. 1, 9010 Varna, Bulgaria
2
Centre for Marine Technology and Ocean Engineering (CENTEC), Instituto Superior Técnico, Universidade de Lisboa, 1049-001 Lisbon, Portugal
*
Author to whom correspondence should be addressed.
Appl. Sci. 2025, 15(17), 9582; https://doi.org/10.3390/app15179582 (registering DOI)
Submission received: 9 August 2025 / Revised: 21 August 2025 / Accepted: 28 August 2025 / Published: 30 August 2025
(This article belongs to the Special Issue Advances in Air Pollution Detection and Air Quality Research)

Abstract

This study analyzes greenhouse gas emissions from ships visiting European ports between 2020 and 2023, utilizing data from the EU Monitoring, Reporting, and Verification (EU-MRV) system. It examines the impact of the FuelEU Maritime Regulation on four types of ships during this period. It discusses updates to MARPOL Annex VI, including the Global Fuel Standard (GFS) designed to reduce emissions. A line contour method is employed to estimate emissions, focusing on tankers, bulk carriers, general cargo ships, and container ships while adhering to European regulations. This method models operational variables such as deadweight and ship age to categorize vessels based on their energy efficiency. For ships visiting European ports in 2023, the FuelEU regulation limit is set at GHGlimit, EU2020 = 91.16 gCO2eq/MJ, indicating that general cargo ships are the most energy-efficient type, while bulk carriers are the least efficient. According to IMO regulations, the limit is GHGlimit, IMO2008 = 93.3 gCO2eq/MJ, meaning all ships fully comply with their respective limits. The study utilizes real data, and the contour approach has played a crucial role in evaluating greenhouse gas emissions, representing a significant advancement in the methodology, modeling, and analysis of a ship’s energy efficiency.
Keywords: ships; energy efficiency; greenhouse gases; line contour; FuelEU ships; energy efficiency; greenhouse gases; line contour; FuelEU

Share and Cite

MDPI and ACS Style

Georgiev, P.; Garbatov, Y.; Angelov, A. Analysis of Greenhouse Gas Emissions from Ships Visiting European Ports. Appl. Sci. 2025, 15, 9582. https://doi.org/10.3390/app15179582

AMA Style

Georgiev P, Garbatov Y, Angelov A. Analysis of Greenhouse Gas Emissions from Ships Visiting European Ports. Applied Sciences. 2025; 15(17):9582. https://doi.org/10.3390/app15179582

Chicago/Turabian Style

Georgiev, Petar, Yordan Garbatov, and Angel Angelov. 2025. "Analysis of Greenhouse Gas Emissions from Ships Visiting European Ports" Applied Sciences 15, no. 17: 9582. https://doi.org/10.3390/app15179582

APA Style

Georgiev, P., Garbatov, Y., & Angelov, A. (2025). Analysis of Greenhouse Gas Emissions from Ships Visiting European Ports. Applied Sciences, 15(17), 9582. https://doi.org/10.3390/app15179582

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop