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Radiative transfer modelling reveals why canopy reflectance follows function

Optical remote sensing is potentially highly informative to track Earth’s plant functional diversity. Yet, causal explanations of how and why plant functioning is expressed in canopy reflectance remain limited. Variation in canopy reflectance can be described by radiative transfer models (here PROSA...

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Autores principales: Kattenborn, Teja, Schmidtlein, Sebastian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6484002/
https://www.ncbi.nlm.nih.gov/pubmed/31024052
http://dx.doi.org/10.1038/s41598-019-43011-1
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author Kattenborn, Teja
Schmidtlein, Sebastian
author_facet Kattenborn, Teja
Schmidtlein, Sebastian
author_sort Kattenborn, Teja
collection PubMed
description Optical remote sensing is potentially highly informative to track Earth’s plant functional diversity. Yet, causal explanations of how and why plant functioning is expressed in canopy reflectance remain limited. Variation in canopy reflectance can be described by radiative transfer models (here PROSAIL) that incorporate plant traits affecting light transmission in canopies. To establish causal links between canopy reflectance and plant functioning, we investigate how two plant functional schemes, i.e. the Leaf Economic Spectrum (LES) and CSR plant strategies, are related to traits with relevance to reflectance. These traits indeed related to both functional schemes, whereas only traits describing leaf properties correlated with the LES. In contrast, traits related to canopy structure showed no correlation to the LES, but to CSR strategies, as the latter integrates both plant economics and size traits, rather than solely leaf economics. Multiple optically relevant traits featured comparable or higher correspondence to the CSR space than those traits originally used to allocate CSR scores. This evidences that plant functions and strategies are directly expressed in reflectance and entails that canopy ‘reflectance follows function’. This opens up new possibilities to understand differences in plant functioning and to harness optical remote sensing data for monitoring Earth´s functional diversity.
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spelling pubmed-64840022019-05-07 Radiative transfer modelling reveals why canopy reflectance follows function Kattenborn, Teja Schmidtlein, Sebastian Sci Rep Article Optical remote sensing is potentially highly informative to track Earth’s plant functional diversity. Yet, causal explanations of how and why plant functioning is expressed in canopy reflectance remain limited. Variation in canopy reflectance can be described by radiative transfer models (here PROSAIL) that incorporate plant traits affecting light transmission in canopies. To establish causal links between canopy reflectance and plant functioning, we investigate how two plant functional schemes, i.e. the Leaf Economic Spectrum (LES) and CSR plant strategies, are related to traits with relevance to reflectance. These traits indeed related to both functional schemes, whereas only traits describing leaf properties correlated with the LES. In contrast, traits related to canopy structure showed no correlation to the LES, but to CSR strategies, as the latter integrates both plant economics and size traits, rather than solely leaf economics. Multiple optically relevant traits featured comparable or higher correspondence to the CSR space than those traits originally used to allocate CSR scores. This evidences that plant functions and strategies are directly expressed in reflectance and entails that canopy ‘reflectance follows function’. This opens up new possibilities to understand differences in plant functioning and to harness optical remote sensing data for monitoring Earth´s functional diversity. Nature Publishing Group UK 2019-04-25 /pmc/articles/PMC6484002/ /pubmed/31024052 http://dx.doi.org/10.1038/s41598-019-43011-1 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Kattenborn, Teja
Schmidtlein, Sebastian
Radiative transfer modelling reveals why canopy reflectance follows function
title Radiative transfer modelling reveals why canopy reflectance follows function
title_full Radiative transfer modelling reveals why canopy reflectance follows function
title_fullStr Radiative transfer modelling reveals why canopy reflectance follows function
title_full_unstemmed Radiative transfer modelling reveals why canopy reflectance follows function
title_short Radiative transfer modelling reveals why canopy reflectance follows function
title_sort radiative transfer modelling reveals why canopy reflectance follows function
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6484002/
https://www.ncbi.nlm.nih.gov/pubmed/31024052
http://dx.doi.org/10.1038/s41598-019-43011-1
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