Kaasalainen Sanna, Åkerblom Markku, Nevalainen Olli, Hakala Teemu, Kaasalainen Mikko
Finnish Geospatial Research Institute Institute - FGI, Department of Navigation and Positioning, Geodeetinrinne 2, 02431 Masala, Finland.
Tampere University of Technology, Laboratory of Mathematics, 33101 Tampere, Finland.
Interface Focus. 2018 Apr 6;8(2):20170033. doi: 10.1098/rsfs.2017.0033. Epub 2018 Feb 16.
Multispectral terrestrial laser scanning (TLS) is an emerging technology. Several manufacturers already offer commercial dual or three wavelength airborne laser scanners, while multispectral TLS is still carried out mainly with research instruments. Many of these research efforts have focused on the study of vegetation. The aim of this paper is to study the uncertainty of the measurement of spectral indices of vegetation with multispectral lidar. Using two spectral indices as examples, we find that the uncertainty is due to systematic errors caused by the wavelength dependency of laser incidence angle effects. This finding is empirical, and the error cannot be removed by modelling or instrument modification. The discovery and study of these effects has been enabled by hyperspectral and multispectral TLS, and it has become a subject of active research within the past few years. We summarize the most recent studies on multi-wavelength incidence angle effects and present new results on the effect of specular reflection from the leaf surface, and the surface structure, which have been suggested to play a key role. We also discuss the consequences to the measurement of spectral indices with multispectral TLS, and a possible correction scheme using a synthetic laser footprint.
多光谱地面激光扫描(TLS)是一项新兴技术。已有多家制造商提供商业双波长或三波长机载激光扫描仪,而多光谱TLS仍主要使用研究仪器进行。其中许多研究工作都集中在植被研究上。本文旨在研究多光谱激光雷达测量植被光谱指数的不确定性。以两个光谱指数为例,我们发现不确定性是由激光入射角效应的波长依赖性引起的系统误差所致。这一发现是基于经验的,且该误差无法通过建模或仪器改进来消除。高光谱和多光谱TLS使得这些效应得以被发现和研究,并且在过去几年中它已成为一个活跃的研究课题。我们总结了关于多波长入射角效应的最新研究,并给出了关于叶表面镜面反射效应和表面结构的新结果,这些因素被认为起着关键作用。我们还讨论了多光谱TLS测量光谱指数的后果,以及一种使用合成激光足迹的可能校正方案。