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Radar vision in the mapping of forest biodiversity from space

Recent progress in remote sensing provides much-needed, large-scale spatio-temporal information on habitat structures important for biodiversity conservation. Here we examine the potential of a newly launched satellite-borne radar system (Sentinel-1) to map the biodiversity of twelve taxa across fiv...

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Autores principales: Bae, Soyeon, Levick, Shaun R., Heidrich, Lea, Magdon, Paul, Leutner, Benjamin F., Wöllauer, Stephan, Serebryanyk, Alla, Nauss, Thomas, Krzystek, Peter, Gossner, Martin M., Schall, Peter, Heibl, Christoph, Bässler, Claus, Doerfler, Inken, Schulze, Ernst-Detlef, Krah, Franz-Sebastian, Culmsee, Heike, Jung, Kirsten, Heurich, Marco, Fischer, Markus, Seibold, Sebastian, Thorn, Simon, Gerlach, Tobias, Hothorn, Torsten, Weisser, Wolfgang W., Müller, Jörg
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6802221/
https://www.ncbi.nlm.nih.gov/pubmed/31628336
http://dx.doi.org/10.1038/s41467-019-12737-x
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author Bae, Soyeon
Levick, Shaun R.
Heidrich, Lea
Magdon, Paul
Leutner, Benjamin F.
Wöllauer, Stephan
Serebryanyk, Alla
Nauss, Thomas
Krzystek, Peter
Gossner, Martin M.
Schall, Peter
Heibl, Christoph
Bässler, Claus
Doerfler, Inken
Schulze, Ernst-Detlef
Krah, Franz-Sebastian
Culmsee, Heike
Jung, Kirsten
Heurich, Marco
Fischer, Markus
Seibold, Sebastian
Thorn, Simon
Gerlach, Tobias
Hothorn, Torsten
Weisser, Wolfgang W.
Müller, Jörg
author_facet Bae, Soyeon
Levick, Shaun R.
Heidrich, Lea
Magdon, Paul
Leutner, Benjamin F.
Wöllauer, Stephan
Serebryanyk, Alla
Nauss, Thomas
Krzystek, Peter
Gossner, Martin M.
Schall, Peter
Heibl, Christoph
Bässler, Claus
Doerfler, Inken
Schulze, Ernst-Detlef
Krah, Franz-Sebastian
Culmsee, Heike
Jung, Kirsten
Heurich, Marco
Fischer, Markus
Seibold, Sebastian
Thorn, Simon
Gerlach, Tobias
Hothorn, Torsten
Weisser, Wolfgang W.
Müller, Jörg
author_sort Bae, Soyeon
collection PubMed
description Recent progress in remote sensing provides much-needed, large-scale spatio-temporal information on habitat structures important for biodiversity conservation. Here we examine the potential of a newly launched satellite-borne radar system (Sentinel-1) to map the biodiversity of twelve taxa across five temperate forest regions in central Europe. We show that the sensitivity of radar to habitat structure is similar to that of airborne laser scanning (ALS), the current gold standard in the measurement of forest structure. Our models of different facets of biodiversity reveal that radar performs as well as ALS; median R² over twelve taxa by ALS and radar are 0.51 and 0.57 respectively for the first non-metric multidimensional scaling axes representing assemblage composition. We further demonstrate the promising predictive ability of radar-derived data with external validation based on the species composition of birds and saproxylic beetles. Establishing new area-wide biodiversity monitoring by remote sensing will require the coupling of radar data to stratified and standardized collected local species data.
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spelling pubmed-68022212019-10-22 Radar vision in the mapping of forest biodiversity from space Bae, Soyeon Levick, Shaun R. Heidrich, Lea Magdon, Paul Leutner, Benjamin F. Wöllauer, Stephan Serebryanyk, Alla Nauss, Thomas Krzystek, Peter Gossner, Martin M. Schall, Peter Heibl, Christoph Bässler, Claus Doerfler, Inken Schulze, Ernst-Detlef Krah, Franz-Sebastian Culmsee, Heike Jung, Kirsten Heurich, Marco Fischer, Markus Seibold, Sebastian Thorn, Simon Gerlach, Tobias Hothorn, Torsten Weisser, Wolfgang W. Müller, Jörg Nat Commun Article Recent progress in remote sensing provides much-needed, large-scale spatio-temporal information on habitat structures important for biodiversity conservation. Here we examine the potential of a newly launched satellite-borne radar system (Sentinel-1) to map the biodiversity of twelve taxa across five temperate forest regions in central Europe. We show that the sensitivity of radar to habitat structure is similar to that of airborne laser scanning (ALS), the current gold standard in the measurement of forest structure. Our models of different facets of biodiversity reveal that radar performs as well as ALS; median R² over twelve taxa by ALS and radar are 0.51 and 0.57 respectively for the first non-metric multidimensional scaling axes representing assemblage composition. We further demonstrate the promising predictive ability of radar-derived data with external validation based on the species composition of birds and saproxylic beetles. Establishing new area-wide biodiversity monitoring by remote sensing will require the coupling of radar data to stratified and standardized collected local species data. Nature Publishing Group UK 2019-10-18 /pmc/articles/PMC6802221/ /pubmed/31628336 http://dx.doi.org/10.1038/s41467-019-12737-x 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
Bae, Soyeon
Levick, Shaun R.
Heidrich, Lea
Magdon, Paul
Leutner, Benjamin F.
Wöllauer, Stephan
Serebryanyk, Alla
Nauss, Thomas
Krzystek, Peter
Gossner, Martin M.
Schall, Peter
Heibl, Christoph
Bässler, Claus
Doerfler, Inken
Schulze, Ernst-Detlef
Krah, Franz-Sebastian
Culmsee, Heike
Jung, Kirsten
Heurich, Marco
Fischer, Markus
Seibold, Sebastian
Thorn, Simon
Gerlach, Tobias
Hothorn, Torsten
Weisser, Wolfgang W.
Müller, Jörg
Radar vision in the mapping of forest biodiversity from space
title Radar vision in the mapping of forest biodiversity from space
title_full Radar vision in the mapping of forest biodiversity from space
title_fullStr Radar vision in the mapping of forest biodiversity from space
title_full_unstemmed Radar vision in the mapping of forest biodiversity from space
title_short Radar vision in the mapping of forest biodiversity from space
title_sort radar vision in the mapping of forest biodiversity from space
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6802221/
https://www.ncbi.nlm.nih.gov/pubmed/31628336
http://dx.doi.org/10.1038/s41467-019-12737-x
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