Research on decoupling Cl2 and PM slow-changing noise in open-path UV-DOAS detection
Ultraviolet differential optical absorption spectroscopy (UV-DOAS) has been successfully applied in long-distance detection of polluting gases in atmosphere. However, the traditional DOAS method will fail if gas absorption signals are annihilated in noisy signals. To address this issue, chlorine (Cl<sub>2</sub>) was selected as the target gas. In this paper, a DOAS experimental system for open-path detection was developed, and an algorithm for decoupling slow-changing signals of Cl<sub>2</sub> and particle matters (PM) was proposed. Firstly, the weight analysis of full spectrum band was carried out based on synergy interval partial least squares (Si-PLS). As a result, low SNR band, Cl<sub>2</sub> feature absorption band and non-feature band were matched according to their contribution. Secondly, an equivalent scattering model was established to obtain the light intensity attenuation of PM in the non-feature band. Finally, the signal decoupling was realized by deducting the PM attenuation spectrum from the absorption band of Cl<sub>2</sub>. This study provides a new feasible method for large scale detection of Cl<sub>2</sub> leakage in open environments.
Authors
- Sheng Chen (ORCID: https://orcid.org/0000-0003-1428-6778)
- Tonghua Jia (ORCID: https://orcid.org/0009-0002-3129-5705)
- Guangxu Cheng (ORCID: https://orcid.org/0000-0002-9250-8877)
- Jiacong Yang (ORCID: https://orcid.org/0009-0003-5902-0065)
Institutions
- China Special Equipment Inspection and Research Institute (CN)
- Xi'an Jiaotong University (CN)
Publication Details
- Published
- 2024-12-13
- DOI
- https://doi.org/10.1117/12.3045656
- Primary Topic
- Water Quality Monitoring and Analysis
- Type
- article
- Field-Weighted Citation Impact
- 0.00