Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
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
_version_ 1785119209324281856
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
work_keys_str_mv AT miragliothomas mappingcanopytraitsoverquebecusingairborneandspaceborneimagingspectroscopy
AT coopsnicholasc mappingcanopytraitsoverquebecusingairborneandspaceborneimagingspectroscopy
AT wallischristineib mappingcanopytraitsoverquebecusingairborneandspaceborneimagingspectroscopy
AT croftsannal mappingcanopytraitsoverquebecusingairborneandspaceborneimagingspectroscopy
AT kalacskamargaret mappingcanopytraitsoverquebecusingairborneandspaceborneimagingspectroscopy
AT vellendmark mappingcanopytraitsoverquebecusingairborneandspaceborneimagingspectroscopy
AT serbinshawnp mappingcanopytraitsoverquebecusingairborneandspaceborneimagingspectroscopy
AT arroyomorajuanpablo mappingcanopytraitsoverquebecusingairborneandspaceborneimagingspectroscopy
AT laliberteetienne mappingcanopytraitsoverquebecusingairborneandspaceborneimagingspectroscopy