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High spatial resolution imaging of methane and other trace gases with the airborne Hyperspectral Thermal Emission Spectrometer (HyTES)

机译:机载高光谱热发射光谱仪(HyTES)对甲烷和其他痕量气体进行高空间分辨率成像

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摘要

Currently large uncertainties exist associated with theattribution and quantification of fugitive emissions of criteria pollutantsand greenhouse gases such as methane across large regions and key economicsectors. In this study, data from the airborne Hyperspectral ThermalEmission Spectrometer (HyTES) have been used to develop robust and reliabletechniques for the detection and wide-area mapping of emission plumes ofmethane and other atmospheric trace gas species over challenging and diverseenvironmental conditions with high spatial resolution that permits directattribution to sources. HyTES is a pushbroom imaging spectrometer with highspectral resolution (256 bands from 7.5 to 12 µm), wide swath (1–2 km),and high spatial resolution (∼ 2 m at 1 km altitude) thatincorporates new thermal infrared (TIR) remote sensing technologies. In thisstudy we introduce a hybrid clutter matched filter (CMF) and plume dilationalgorithm applied to HyTES observations to efficiently detect andcharacterize the spatial structures of individual plumes of CH,HS, NH, NO, and SO emitters. The sensitivity andfield of regard of HyTES allows rapid and frequent airborne surveys of largeareas including facilities not readily accessible from the surface. TheHyTES CMF algorithm produces plume intensity images of methane and othergases from strong emission sources. The combination of high spatialresolution and multi-species imaging capability provides source attributionin complex environments. The CMF-based detection of strong emission sourcesover large areas is a fast and powerful tool needed to focus on morecomputationally intensive retrieval algorithms to quantify emissions witherror estimates, and is useful for expediting mitigation efforts andaddressing critical science questions.
机译:当前,在大区域和主要经济部门中,与标准污染物和甲烷等温室气体的逸散排放的归因和量化有关的不确定性很大。在这项研究中,机载高光谱热发射光谱仪(HyTES)的数据已被用于开发鲁棒而可靠的技术,用于在具有挑战性和多样性的环境条件下以高空间分辨率检测和广谱绘制甲烷和其他大气痕量气体物种的烟羽。允许直接归因于来源。 HyTES是一款推扫式成像光谱仪,具有高光谱分辨率(从7.5到12μm的256个波段),宽幅(1-2 km)和高空间分辨率(在1 km高度约为2 m),并结合了新的热红外(TIR)遥感技术技术。在这项研究中,我们介绍了一种混合杂波匹配滤波器(CMF)和烟羽膨胀算法,该算法应用于HyTES观测,以有效检测和表征CH,HS,NH,NO和SO发射器的单个烟羽的空间结构。 HyTES的敏感性和考虑范围允许对大面积地区进行快速,频繁的空中调查,包括不易从地面进入的设施。 HyTES CMF算法可生成来自强排放源的甲烷和其他气体的羽流强度图像。高空间分辨率和多物种成像功能的结合提供了复杂环境中的源归因。基于CMF的大面积强排放源检测是一种快速而强大的工具,它需要专注于计算强度更高的检索算法,以量化带有误差估计值的排放,对于加快缓解工作和解决关键科学问题非常有用。

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