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.
Authors
- James Tate (ORCID: https://orcid.org/0000-0003-1646-6852)
- Zhuoqian Yang (ORCID: https://orcid.org/0000-0002-9646-3581)
- Christopher Rushton (ORCID: https://orcid.org/0000-0002-6870-5184)
Institutions
- University of Leeds (GB)
- Southwest Jiaotong University (CN)
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
- 0.00