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Updated: Dec 12, 2025

Design and Use of a Full Flow Sampling System FFS for the Quantification of Methane Emissions
Published on: June 12, 2016
Protocol development for real-time ship fuel sulfur content determination using drone based plume sniffing
Abhishek Anand1, Peng Wei1, Nirmal Kumar Gali1
1Division of Environment and Sustainability, The Hong Kong University of Science and Technology, Hong Kong, China.
A new unmanned aerial vehicle (UAV)-borne microsensor system (MSS) accurately measures ship emissions, enabling real-time monitoring of fuel sulfur content (FSC) to enforce air pollution regulations.
Area of Science:
- Environmental Science and Engineering
- Atmospheric Chemistry
- Remote Sensing
Background:
- Maritime shipping significantly contributes to air pollution in coastal cities, primarily through sulfur dioxide (SO2) emissions from high fuel sulfur content (FSC) bunker oil used by ocean-going vessels (OGVs).
- Existing regulations aim to reduce SO2 emissions by capping FSC, but effective enforcement is hindered by a lack of efficient screening tools for non-compliant vessels.
Purpose of the Study:
- To develop and evaluate a lightweight, unmanned aerial vehicle (UAV)-borne microsensor system (MSS) for real-time measurement of ship emissions.
- To assess the system's capability in determining fuel sulfur content (FSC) for regulatory enforcement.
Main Methods:
- Development of a 750 g UAV-borne MSS capable of measuring SO2, NO2, NO, CO2, CO, and particulate matter in real-time.
- Extensive laboratory and field experiments to evaluate sensor performance, including cross-sensitivity and meteorological effects.
- Formulation of an SO2 to CO2 concentration ratio-based FSC expression and investigation of plume dilution impacts on measurement accuracy.
Main Results:
- The UAV-borne MSS demonstrated robust performance in measuring various ship plume gases and particulate matter.
- The study successfully correlated SO2/CO2 ratios with FSC, aligning with EU regulations.
- Accuracy of FSC determination was assessed under varying plume dilution conditions at safe distances from vessels.
Conclusions:
- The developed UAV-borne sensor system is a robust tool for ship emission 'sniffing' and effective FSC determination.
- This technology provides a foundation for a framework to enhance the enforcement of maritime emission control regulations.
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