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Mapping canopy traits over Québec using airborne and spaceborne imaging spectroscopy
The advent of new spaceborne imaging spectrometers offers new opportunities for ecologists to map vegetation traits at global scales. However, to date most imaging spectroscopy studies exploiting satellite spectrometers have been constrained to the landscape scale. In this paper we present a new met...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10567784/ https://www.ncbi.nlm.nih.gov/pubmed/37821515 http://dx.doi.org/10.1038/s41598-023-44384-0 |
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author | Miraglio, Thomas Coops, Nicholas C. Wallis, Christine I. B. Crofts, Anna L. Kalacska, Margaret Vellend, Mark Serbin, Shawn P. Arroyo-Mora, Juan Pablo Laliberté, Etienne |
author_facet | Miraglio, Thomas Coops, Nicholas C. Wallis, Christine I. B. Crofts, Anna L. Kalacska, Margaret Vellend, Mark Serbin, Shawn P. Arroyo-Mora, Juan Pablo Laliberté, Etienne |
author_sort | Miraglio, Thomas |
collection | PubMed |
description | The advent of new spaceborne imaging spectrometers offers new opportunities for ecologists to map vegetation traits at global scales. However, to date most imaging spectroscopy studies exploiting satellite spectrometers have been constrained to the landscape scale. In this paper we present a new method to map vegetation traits at the landscape scale and upscale trait maps to the continental level, using historical spaceborne imaging spectroscopy (Hyperion) to derive estimates of leaf mass per area, nitrogen, and carbon concentrations of forests in Québec, Canada. We compare estimates for each species with reference field values and obtain good agreement both at the landscape and continental scales, with patterns consistent with the leaf economic spectrum. By exploiting the Hyperion satellite archive to map these traits and successfully upscale the estimates to the continental scale, we demonstrate the great potential of recent and upcoming spaceborne spectrometers to benefit plant biodiversity monitoring and conservation efforts. |
format | Online Article Text |
id | pubmed-10567784 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-105677842023-10-13 Mapping canopy traits over Québec using airborne and spaceborne imaging spectroscopy Miraglio, Thomas Coops, Nicholas C. Wallis, Christine I. B. Crofts, Anna L. Kalacska, Margaret Vellend, Mark Serbin, Shawn P. Arroyo-Mora, Juan Pablo Laliberté, Etienne Sci Rep Article The advent of new spaceborne imaging spectrometers offers new opportunities for ecologists to map vegetation traits at global scales. However, to date most imaging spectroscopy studies exploiting satellite spectrometers have been constrained to the landscape scale. In this paper we present a new method to map vegetation traits at the landscape scale and upscale trait maps to the continental level, using historical spaceborne imaging spectroscopy (Hyperion) to derive estimates of leaf mass per area, nitrogen, and carbon concentrations of forests in Québec, Canada. We compare estimates for each species with reference field values and obtain good agreement both at the landscape and continental scales, with patterns consistent with the leaf economic spectrum. By exploiting the Hyperion satellite archive to map these traits and successfully upscale the estimates to the continental scale, we demonstrate the great potential of recent and upcoming spaceborne spectrometers to benefit plant biodiversity monitoring and conservation efforts. Nature Publishing Group UK 2023-10-11 /pmc/articles/PMC10567784/ /pubmed/37821515 http://dx.doi.org/10.1038/s41598-023-44384-0 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Miraglio, Thomas Coops, Nicholas C. Wallis, Christine I. B. Crofts, Anna L. Kalacska, Margaret Vellend, Mark Serbin, Shawn P. Arroyo-Mora, Juan Pablo Laliberté, Etienne Mapping canopy traits over Québec using airborne and spaceborne imaging spectroscopy |
title | Mapping canopy traits over Québec using airborne and spaceborne imaging spectroscopy |
title_full | Mapping canopy traits over Québec using airborne and spaceborne imaging spectroscopy |
title_fullStr | Mapping canopy traits over Québec using airborne and spaceborne imaging spectroscopy |
title_full_unstemmed | Mapping canopy traits over Québec using airborne and spaceborne imaging spectroscopy |
title_short | Mapping canopy traits over Québec using airborne and spaceborne imaging spectroscopy |
title_sort | mapping canopy traits over québec using airborne and spaceborne imaging spectroscopy |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10567784/ https://www.ncbi.nlm.nih.gov/pubmed/37821515 http://dx.doi.org/10.1038/s41598-023-44384-0 |
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