Suppr超能文献

用于一氧化碳测量的多波长差分吸收激光雷达方法的模拟

Simulations of a multi-wavelength differential absorption lidar method for CO measurement.

作者信息

Han Ge, Xu Hao, Gong Wei, Ma Xin, Liang Ailin

出版信息

Appl Opt. 2017 Oct 20;56(30):8532-8540. doi: 10.1364/AO.56.008532.

Abstract

The increase of greenhouse gas is one of the most important factors leading to global climate change. Differential absorption lidar (DIAL) is considered to be the tool with the most potential to measure CO remotely. However, it is difficult to obtain accurate CO retrievals and determine carbon fluxes with the traditional dual-wavelength differential absorption inversion method, which is characterized by a low signal-to-noise ratio (SNR). Therefore, a multi-wavelength differential absorption inversion framework is proposed in this work. Based on the measurement of the absorption optical depths (ODs) of a single line at 30 different wavelengths, we tried to minimize the differences between the simulated and measured absorption ODs through an iterative process, which consisted of forward simulation and reverse inversion processes. The retrievals are determined when an optimal solution is obtained. The simulation experiments show that the precision of the nonuniform sampling wavelength method is better than that of the dual-wavelength method. The precision of the proposed method was improved by more than 60% for an SNR of 30-40 dB compared to the traditional method. Furthermore, the average error of this method is about 1/9 the traditional method.

摘要

温室气体增加是导致全球气候变化的最重要因素之一。差分吸收激光雷达(DIAL)被认为是最具潜力的远距离测量一氧化碳的工具。然而,传统的双波长差分吸收反演方法难以获得准确的一氧化碳反演结果并确定碳通量,该方法的特点是信噪比(SNR)较低。因此,本文提出了一种多波长差分吸收反演框架。基于对30个不同波长处单条谱线吸收光学深度(OD)的测量,我们试图通过一个由正向模拟和反向反演过程组成的迭代过程,使模拟吸收光学深度与测量吸收光学深度之间的差异最小化。当获得最优解时确定反演结果。模拟实验表明,非均匀采样波长方法的精度优于双波长方法。与传统方法相比,对于30 - 40 dB的信噪比,该方法的精度提高了60%以上。此外,该方法的平均误差约为传统方法的1/9。

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验