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Derivation of 3D landscape metrics from airborne laser scanning data

机译:空气传播激光扫描数据推导3D景观度量

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One of the key-research topics in landscape ecology is the analysis and characterization of landscape pattern and structure. A description of these two features is commonly achieved through derivation of various metrics (e.g. Contagion, Dominance or Fractal Dimension) for the assessment of landscape connectivity, fragmentation and patch shape complexity. Up to now, only very few analyses in landscape ecology have been carried out on the basis of airborne laser scanning (ALS) data, while the majority is based on either aerial or satellite based imagery supported by conventional field survey. However, airborne and space borne images exhibit a critical drawback in comparison to laser measurements. Images can not display information from below the canopy surface, as the measurement method is not able to penetrate it. Consequently, the derivation of landscape metrics from such data is merely 2D. It can not account for the vertical structure of vegetation, a key element in forestry and the assessment of structural diversity and, as such, landscape ecology. The laser pulses, on the other hand, are able to penetrate through little gaps in the canopy surface and can provide information on the vertical and horizontal distribution of vegetation. The aim of this study is to make use of the 3D information and penetration capability of ALS for the derivation of novel landscape metrics. The presented approach exploits the collected information about the vegetation layer structure in order to describe not only if two landscape patches are connected, but how this connection is composed in terms of vertical structure of the plants building the patches. It therefore integrates knowledge of under storey or herbaceous vegetation into the shape metrics. Additionally, 3D shape metrics that relate the surface of a patch or corridor canopy surface to its enfolded volume are introduced. In this way, information about the three-dimensional interconnection of adjacent landscape patches is obtained.
机译:景观生态学的关键研究主题之一是景观模式和结构的分析和表征。通过推导各种度量(例如传染,优势或分形维数),通常实现这两个特征的描述,以评估景观连通性,碎片和贴片形状复杂性。到目前为止,在空中激光扫描(ALS)数据的基础上,仅在景观生态学中进行了很少的分析,而大多数则基于传统现场调查支持的空中或卫星图像。然而,与激光测量相比,空中和空间播种的图像表现出关键缺点。由于测量方法无法穿透它,图像无法从下面显示信息。因此,来自这些数据的景观度量的推导仅仅是2D。它不能考虑植被的垂直结构,林业的关键因素和结构多样性的评估,以及景观生态学。另一方面,激光脉冲能够穿透冠层表面的少量间隙,并且可以提供有关植被的垂直和水平分布的信息。本研究的目的是利用ALS的3D信息和穿透能力来推导新颖的景观度量。所提出的方法利用收集的关于植被层结构的收集信息,以便不仅可以描述两个景观贴片,而是如何根据构建贴片的植物的垂直结构而设计。因此,它将对岩石或草本植物下的知识集成到形状度量中。另外,介绍了将贴片或走廊冠层表面的3D形状度量与其固定体积相关联。以这种方式,获得了关于相邻景观贴片的三维互连的信息。

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