Detected or not? Remote sensing measurements from the latest Euro 6d vehicles across Europe.

Incorporating real-driving emission tests into type approval procedures has significantly reduced emissions from diesel passenger cars. Recent remote sensing studies suggest that NO<sub>x</sub> emissions from the latest Euro 6d series (including both Euro 6d-TEMP and Euro 6d) are extremely low, in some cases approaching zero. This study investigates whether these low NO<sub>x</sub> concentrations fall below the detection limits of remote sensing devices, potentially limiting the reliability of measured values. A method is proposed to estimate the limit of detection using electric vehicle measurements, which serve as low-emission references in the absence of calibration gases. NO<sub>x</sub> data from six recent European remote sensing campaigns (2021-2023) were analyzed. The findings suggest that NO<sub>x</sub> emissions from the latest Euro 6d series vehicles that are in good working order have reached the detection limit of OPUS RSD 5000 devices. This approach presents a practical framework for routinely determining the detection limits of remote sensing devices, improving quality assurance procedures and supporting the interpretation of ultra-low NO<sub>x</sub> emission measurements with greater confidence.

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Publication Details

Journal
Journal of Environmental Management
Published
2025-10-27
DOI
https://doi.org/10.1016/j.jenvman.2025.127767
Primary Topic
Vehicle emissions and performance
Type
article
Field-Weighted Citation Impact
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article

Detected or not? Remote sensing measurements from the latest Euro 6d vehicles across Europe.

James Tate, Zhuoqian Yang, Christopher Rushton
Journal of Environmental Management
Vehicle emissions and performance
article

Detected or not? Remote sensing measurements from the latest Euro 6d vehicles across Europe.

James Tate, Zhuoqian Yang, Christopher Rushton
article en

Abstract

Incorporating real-driving emission tests into type approval procedures has significantly reduced emissions from diesel passenger cars. Recent remote sensing studies suggest that NO<sub>x</sub> emissions from the latest Euro 6d series (including both Euro 6d-TEMP and Euro 6d) are extremely low, in some cases approaching zero. This study investigates whether these low NO<sub>x</sub> concentrations fall below the detection limits of remote sensing devices, potentially limiting the reliability of measured values. A method is proposed to estimate the limit of detection using electric vehicle measurements, which serve as low-emission references in the absence of calibration gases. NO<sub>x</sub> data from six recent European remote sensing campaigns (2021-2023) were analyzed. The findings suggest that NO<sub>x</sub> emissions from the latest Euro 6d series vehicles that are in good working order have reached the detection limit of OPUS RSD 5000 devices. This approach presents a practical framework for routinely determining the detection limits of remote sensing devices, improving quality assurance procedures and supporting the interpretation of ultra-low NO<sub>x</sub> emission measurements with greater confidence.

Journal of Environmental ManagementVol. 395
University of Leeds (GB), Southwest Jiaotong University (CN)
Openalex Percentile: Top 66%
Vehicle emissions and performance
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