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Uncertainty in multispectral lidar signals caused by incidence angle effects

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...

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Autores principales: Kaasalainen, Sanna, Åkerblom, Markku, Nevalainen, Olli, Hakala, Teemu, Kaasalainen, Mikko
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5829180/
https://www.ncbi.nlm.nih.gov/pubmed/29503718
http://dx.doi.org/10.1098/rsfs.2017.0033
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author Kaasalainen, Sanna
Åkerblom, Markku
Nevalainen, Olli
Hakala, Teemu
Kaasalainen, Mikko
author_facet Kaasalainen, Sanna
Åkerblom, Markku
Nevalainen, Olli
Hakala, Teemu
Kaasalainen, Mikko
author_sort Kaasalainen, Sanna
collection PubMed
description 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.
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spelling pubmed-58291802018-03-02 Uncertainty in multispectral lidar signals caused by incidence angle effects Kaasalainen, Sanna Åkerblom, Markku Nevalainen, Olli Hakala, Teemu Kaasalainen, Mikko Interface Focus Articles 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. The Royal Society 2018-04-06 2018-02-16 /pmc/articles/PMC5829180/ /pubmed/29503718 http://dx.doi.org/10.1098/rsfs.2017.0033 Text en © 2018 The Authors. http://creativecommons.org/licenses/by/4.0/ Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/, which permits unrestricted use, provided the original author and source are credited.
spellingShingle Articles
Kaasalainen, Sanna
Åkerblom, Markku
Nevalainen, Olli
Hakala, Teemu
Kaasalainen, Mikko
Uncertainty in multispectral lidar signals caused by incidence angle effects
title Uncertainty in multispectral lidar signals caused by incidence angle effects
title_full Uncertainty in multispectral lidar signals caused by incidence angle effects
title_fullStr Uncertainty in multispectral lidar signals caused by incidence angle effects
title_full_unstemmed Uncertainty in multispectral lidar signals caused by incidence angle effects
title_short Uncertainty in multispectral lidar signals caused by incidence angle effects
title_sort uncertainty in multispectral lidar signals caused by incidence angle effects
topic Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5829180/
https://www.ncbi.nlm.nih.gov/pubmed/29503718
http://dx.doi.org/10.1098/rsfs.2017.0033
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