Differences in particle number emissions of small fishing vessels, middle fishing vessels, and tugboats

The emissions from vessels have had a certain impact on air quality. This study characterized particle number (PN) emissions in the 0.3-10.0 μm size range from three vessel types (small fishing vessels, middle fishing vessels, and tugboats) across multiple operating states in two port areas of Hainan, China. Size-resolved PN of fuel-based emission factors (EF) were derived using a vessel-type stratified measurement framework and a carbon-balance approach with dilution correction. Across vessel types, number concentrations decreased with increasing particle size, while higher-load states (e.g., full-speed and sail) produced higher integrated PN and a greater contribution from larger size fractions across the measured size bins. Small fishing vessels exhibited the highest emission factors, with a maximum EF of 8.43×10 10 particles • (kg fuel) -1 , and a consistent load-dependent ordering (Full-speed > Sail > Idle > Anchor > Boot). Transient number spikes observed in low-load states may indicate combustion instability during mode transitions. Vessel age showed no statistically significant main effect in this data-set, highlighting the need for larger samples and further in-depth research. These results identify engine load as a primary factor associated with variability in the measured size-resolved PN emissions and provide empirical data for the 0.3-10.0 μm size range under real-world vessel states. • Small fishing vessels dominate PN, EF up to 8.43×10 10 particles·(kg fuel) -1 in 0.3-0.5 μm. • PN ranks by states: Full-speed > Sail > Idle > Anchor > Boot; higher load coarsens PN. • Tugboats: stable size spectra but highly variable PN (CV > 2.00), sensitive to transients. • Middle fishing vessels show coarse bursts >2.5 μm (CV > 6.50), vessel-specific drivers.

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Publication Details

Journal
Atmospheric Pollution Research
Published
2026-04-01
DOI
https://doi.org/10.1016/j.apr.2026.103007
Primary Topic
Maritime Transport Emissions and Efficiency
Type
article
Field-Weighted Citation Impact
0.00

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article

Differences in particle number emissions of small fishing vessels, middle fishing vessels, and tugboats

Lizhi Wang, Yuhan Cheng
Atmospheric Pollution Research
Maritime Transport Emissions and Efficiency
article

Differences in particle number emissions of small fishing vessels, middle fishing vessels, and tugboats

Lizhi Wang, Yuhan Cheng
article en

Abstract

The emissions from vessels have had a certain impact on air quality. This study characterized particle number (PN) emissions in the 0.3-10.0 μm size range from three vessel types (small fishing vessels, middle fishing vessels, and tugboats) across multiple operating states in two port areas of Hainan, China. Size-resolved PN of fuel-based emission factors (EF) were derived using a vessel-type stratified measurement framework and a carbon-balance approach with dilution correction. Across vessel types, number concentrations decreased with increasing particle size, while higher-load states (e.g., full-speed and sail) produced higher integrated PN and a greater contribution from larger size fractions across the measured size bins. Small fishing vessels exhibited the highest emission factors, with a maximum EF of 8.43×10 10 particles • (kg fuel) -1 , and a consistent load-dependent ordering (Full-speed > Sail > Idle > Anchor > Boot). Transient number spikes observed in low-load states may indicate combustion instability during mode transitions. Vessel age showed no statistically significant main effect in this data-set, highlighting the need for larger samples and further in-depth research. These results identify engine load as a primary factor associated with variability in the measured size-resolved PN emissions and provide empirical data for the 0.3-10.0 μm size range under real-world vessel states. • Small fishing vessels dominate PN, EF up to 8.43×10 10 particles·(kg fuel) -1 in 0.3-0.5 μm. • PN ranks by states: Full-speed > Sail > Idle > Anchor > Boot; higher load coarsens PN. • Tugboats: stable size spectra but highly variable PN (CV > 2.00), sensitive to transients. • Middle fishing vessels show coarse bursts >2.5 μm (CV > 6.50), vessel-specific drivers.

Atmospheric Pollution Research
Hainan University (CN)
National Natural Science Foundation of China, Natural Science Foundation of Hainan Province
Life below water
Openalex Percentile: Top 13%
Maritime Transport Emissions and Efficiency
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Differences in particle number emissions of small fishing vessels, middle fishing vessels, and tugboats — Lizhi Wang, Yuhan Cheng · Atmospheric Pollution Research (2026) | TGRS Research Map | TGRS