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.

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Published
2024-12-13
DOI
https://doi.org/10.1117/12.3045656
Primary Topic
Water Quality Monitoring and Analysis
Type
article
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article

Research on decoupling Cl2 and PM slow-changing noise in open-path UV-DOAS detection

Sheng Chen, Tonghua Jia, Guangxu Cheng, Jiacong Yang
Water Quality Monitoring and Analysis
article

Research on decoupling Cl2 and PM slow-changing noise in open-path UV-DOAS detection

Sheng Chen, Tonghua Jia, Guangxu Cheng, Jiacong Yang
article en

Abstract

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.

China Special Equipment Inspection and Research Institute (CN), Xi'an Jiaotong University (CN)
Climate action
Openalex Percentile: Top 72%
Water Quality Monitoring and Analysis
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Research on decoupling Cl2 and PM slow-changing noise in open-path UV-DOAS detection — Sheng Chen, Tonghua Jia, et al. · (2024) | TGRS Research Map | TGRS