遥感
环境科学
高光谱成像
卫星
甲烷
VNIR公司
成像光谱学
地球观测
图像分辨率
成像光谱仪
分光计
地质学
计算机科学
物理
人工智能
航空航天工程
工程类
生物
量子力学
生态学
作者
Javier Roger,Itziar Irakulis‐Loitxate,Adriana Valverde,Javier Gorroño,Sabine Chabrillat,Maximilian Brell,Luis Guanter
标识
DOI:10.1109/tgrs.2024.3352403
摘要
Methane mitigation from anthropogenic sources such as in the production and transport of fossil fuels has been found as one of the most promising strategies to curb global warming in the near future. Satellite-based imaging spectrometers have demonstrated to be well-suited to detect and quantify these emissions at high spatial resolution, which allows the attribution of plumes to sources. The PRISMA satellite mission (ASI, Italy) has been successfully used for this application and the recently-launched EnMAP mission (DLR/GFZ, Germany) presents similar spatial and spectral characteristics (30 m spatial resolution, 30 km swath, about 8 nm spectral sampling at 2300 nm). In this work, we investigate the potential and limitations of EnMAP for methane remote sensing, using PRISMA as a benchmark to deduce its added-value. We analyze the spectral and radiometric performance of EnMAP in the 2300 nm region used for methane retrievals acquired using the matched-filter method. Our results show that in arid areas, EnMAP spectral resolution is about 2.7 nm finer and the signal-to-noise-ratio values are approximately twice as large, which leads to an improvement in retrieval performance. Several EnMAP examples of plumes from different sources around the world with flux rate values ranging from 1 to 20 t/h are illustrated. We show plumes from sectors such as onshore oil and gas and coal mining, but also from more challenging sectors such as landfills and offshore oil and gas. We detect two plumes in a close-to-sunglint configuration dataset with unprecedented flux rates of about 1 t/h, which suggests that the detection limit in offshore areas can be considerably lower under favorable conditions.
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