Mineral mapping by hyperspectral remote sensing in West Greenland using airborne, ship-based and terrestrial platforms

Q2 Earth and Planetary Sciences Geological Survey of Denmark and Greenland Bulletin Pub Date : 2018-08-15 DOI:10.34194/geusb.v41.4339
S. Salehi, Simon Mose Thaarup
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引用次数: 4

Abstract

While multispectral images have been in regular use since the 1970s, the widespread use of hyperspectral images is a relatively recent trend. This technology comprises remote measurement of specific chemical and physical properties of surface materials through imaging spectroscopy. Regional geological mapping and mineral exploration are among the main applications that may benefit from hyperspectral technology. Minerals and rocks exhibit diagnostic spectral features throughout the electromagnetic spectrum that allow their chemical composition and relative abundance to be mapped. Most studies using hyperspectral data for geological applications have concerned areas with arid to semi-arid climates, and using airborne data collection. Other studies have investigated terrestrial outcrop sensing and integration with laser scanning 3D models in ranges of up to a few hundred metres, whereas less attention has been paid to ground-based imaging of more distant targets such as mountain ridges, cliffs or the walls of large pits. Here we investigate the potential of using such data in well-exposed Arctic regions with steep topography as part of regional geological mapping field campaigns, and to test how airborne hyperspectral data can be combined with similar data collected on the ground or from moving platforms such as a small ship. The region between the fjords Ikertoq and Kangerlussuaq (Søndre Strømfjord) in West Greenland was selected for a field study in the summer of 2016. This region is located in the southern part of the Palaeoproterozoic Nagssugtoqidian orogen and consists of high-grade metamorphic ortho- and paragneisses and metabasic rocks (see below). A regional airborne hyperspectral data set (i.e. HyMAP) was acquired here in 2002 (Tukiainen & Thorning 2005), comprising 54 flight lines covering an area of c. 7500 km2; 19 of these flight lines were selected for the present study (Fig. 1). The target areas visited in the field were selected on the basis of preliminary interpretations of HyMap scenes and geology (Korstgård 1979). Two different sensors were utilised to acquire the new hyperspectral data, predominantly a Specim AisaFenix hyperspectral scanner due to its wide spectral range covering the visible to near infrared and shortwave infrared parts of the electromagnetic spectrum. A Rikola Hyperspectral Imager constituted a secondary imaging system. It is much smaller and lighter than the Fenix scanner, but is spectrally limited to the visible near infrared range. The results obtained from combining the airborne hyperspectral data and the Rikola instrument are presented in Salehi (2018), this volume. In addition, representative samples of the main rock types were collected for subsequent laboratory analysis. A parallel study was integrated with geological and 3D photogrammetric mapping in Karrat region farther north in West Greenland (Rosa et al. 2017; Fig. 1).
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利用机载、舰载和陆地平台在西格陵兰岛进行高光谱遥感矿物测绘
虽然多光谱图像自20世纪70年代以来一直在常规使用,但高光谱图像的广泛使用是一个相对较新的趋势。该技术包括通过成像光谱远程测量表面材料的特定化学和物理性质。区域地质填图和矿产勘探是高光谱技术的主要应用领域。矿物和岩石在整个电磁波谱中表现出诊断光谱特征,从而可以绘制出它们的化学成分和相对丰度。大多数使用高光谱数据进行地质应用的研究都涉及干旱至半干旱气候地区,并使用航空数据收集。其他的研究已经研究了地面露头传感和激光扫描3D模型在几百米范围内的集成,而很少关注更遥远目标的地面成像,如山脊、悬崖或大坑的墙壁。在这里,我们研究了在地形陡峭的北极地区使用这些数据作为区域地质测绘野外活动的一部分的潜力,并测试了如何将机载高光谱数据与在地面或从小型船舶等移动平台收集的类似数据相结合。2016年夏天,在西格陵兰岛的Ikertoq峡湾和Kangerlussuaq峡湾(Søndre Strømfjord)之间的区域进行了实地研究。该地区位于古元古代那苏托起甸造山带南部,由高变质正长、副长岩和变质岩组成(见下文)。2002年在这里获得了一个区域机载高光谱数据集(即HyMAP) (Tukiainen & Thorning 2005),包括54条航线,覆盖面积约7500平方公里;其中19条航线被选择用于本研究(图1)。实地考察的目标区域是在HyMap场景和地质的初步解释基础上选择的(korstg rd 1979)。两种不同的传感器被用来获取新的高光谱数据,主要是一个specm AisaFenix高光谱扫描仪,因为它的光谱范围很广,覆盖了电磁波谱的可见光到近红外和短波红外部分。一台Rikola高光谱成像仪构成了二次成像系统。它比菲尼克斯扫描仪小得多,也轻得多,但光谱范围仅限于可见的近红外范围。结合机载高光谱数据和Rikola仪器获得的结果载于Salehi(2018),本卷。此外,还收集了主要岩石类型的代表性样品,用于后续的实验室分析。在西格陵兰岛更北的Karrat地区,一项平行研究与地质和3D摄影测量测绘相结合(Rosa等人,2017;图1)。
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来源期刊
CiteScore
2.30
自引率
0.00%
发文量
0
审稿时长
>12 weeks
期刊介绍: GEUS Bulletin publishes geoscience research papers, monographs and map descriptions with a focus on Denmark, Greenland and the wider North Atlantic and Arctic region. We welcome submissions that fit this remit. Specifically, we publish: 1.Short articles intended as rapid communications that are of immediate interest to the international geoscience community (these include new research, datasets, methods or reviews) 2.Regular-length articles that document new research or a review of a topic of interest 3.Monographs (single volume works, by arrangement with the editorial office) 4.Maps and descriptive texts (produced by GEUS for Greenland and Denmark, by arrangement with the editorial office) GEUS Bulletin serves a broad geoscientific readership from research, industry, government agencies, NGOs and special interest groups.
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