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Advanced Photogrammetry to Assess Lichen Colonization in the Hyper-Arid Namib Desert

机译:先进的摄影测量技术来评估超干旱纳米布沙漠中的地衣定居

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摘要

The hyper-arid central region of the Namib Desert is characterized by quartz desert pavement terrain that is devoid of vascular plant covers. In this extreme habitat the only discernible surface covers are epilithic lichens that colonize exposed surfaces of quartz rocks. These lichens are highly susceptible to disturbance and so field surveys have been limited due to concerns about disturbing this unusual desert feature. Here we present findings that illustrate how non-destructive surveys based upon advanced photogrammetry techniques can yield meaningful and novel scientific data on these lichens. We combined ‘structure from motion analysis,’ computer vision and GIS to create 3-dimensional point clouds from two-dimensional imagery. The data were robust in its application to estimating absolute lichen cover. An orange Stellarangia spp. assemblage had coverage of 22.8% of available substrate, whilst for a black Xanthoparmelia spp. assemblage coverage was markedly lower at 0.6% of available substrate. Hyperspectral signatures for both lichens were distinct in the near-infra red range indicating that Xanthoparmelia spp. was likely under relatively more moisture stress than Stellarangia spp. at the time of sampling, and we postulate that albedo effects may have contributed to this in the black lichen. Further transformation of the data revealed a colonization preference for west-facing quartz surfaces and this coincides with prevailing winds for marine fog that is the major source of moisture in this system. Furthermore, a three-dimensional ‘fly through’ of the lichen habitat was created to illustrate how the application of computer vision in microbiology has further potential as a research and education tool. We discuss how advanced photogrammetry could be applied in astrobiology using autonomous rovers to add quantitative ecological data for visible surface colonization on the surface of Mars.
机译:纳米布沙漠的高干旱中心地区的特征是石英沙漠的人行道地形,没有维管束植物覆盖。在这种极端的栖息地中,唯一可辨别的表面覆盖物是上石器时代的地衣,这些石器时代的地衣定居在石英岩裸露的表面。这些地衣极易受到干扰,因此,由于担心干扰这种异常的沙漠特征,实地调查受到了限制。在这里,我们提供的结果说明了基于先进的摄影测量技术的非破坏性调查如何能够在这些地衣上产生有意义且新颖的科学数据。我们将“运动分析中的结构”,计算机视觉和GIS相结合,从二维图像中创建了三维点云。数据在估计绝对地衣覆盖率方面是可靠的。橙色Stellarangia spp。该组合物覆盖了可用底物的22.8%,而黑色黄腐菌属种。组件覆盖率明显降低,仅为可用衬底的0.6%。两种地衣的高光谱特征在近红外范围内均不同,表明黄单胞菌属。可能比Stellarangia spp受更多的水分胁迫。在采样时,我们假设反照率效应可能是造成黑色地衣的原因。数据的进一步转换表明,定居偏向于朝西的石英表面,这与盛行海洋雾的风相一致,海洋雾是该系统中的主要水分来源。此外,还创建了三维的地衣栖息地“飞过”系统,以说明计算机视觉在微生物学中的应用如何作为研究和教育工具具有更大的潜力。我们讨论了如何使用自主漫游器将先进的摄影测量技术应用于天体生物学,以添加定量的生态数据,以便在火星表面进行可见的表面定殖。

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