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Radar vision in the mapping of forest biodiversity from space

Authors :
Lea Heidrich
Ernst Detlef Schulze
Stephan Wöllauer
Franz-Sebastian Krah
Sebastian Seibold
Soyeon Bae
Shaun R. Levick
Peter Schall
Jörg Müller
Wolfgang W. Weisser
Thomas Nauss
Claus Bässler
Christoph Heibl
Heike Culmsee
Torsten Hothorn
Inken Doerfler
Paul Magdon
Alla Serebryanyk
Markus Fischer
Kirsten Jung
Martin M. Gossner
Simon Thorn
Marco Heurich
Peter Krzystek
Benjamin Leutner
Tobias Gerlach
Source :
Nature Communications, 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; ... (2019). Radar vision in the mapping of forest biodiversity from space. Nature communications, 10(1) Nature Publishing Group 10.1038/s41467-019-12737-x , Nature Communications, Vol 10, Iss 1, Pp 1-10 (2019)
Publication Year :
2019

Abstract

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.<br />Satellite-borne radar systems are promising tools to obtain spatial habitat data with complete geographic coverage. Here the authors show that freely available Sentinel-1 radar data perform as well as standard airborne laser scanning data for mapping biodiversity of 12 taxa across temperate forests in Germany.

Details

Language :
English
Database :
OpenAIRE
Journal :
Nature Communications, Bae, Soyeon; Levick, Shaun R.; Heidrich, Lea; Magdon, Paul; Leutner, Benjamin F.; W&#246;llauer, Stephan; Serebryanyk, Alla; Nauss, Thomas; Krzystek, Peter; Gossner, Martin M.; Schall, Peter; Heibl, Christoph; B&#228;ssler, Claus; Doerfler, Inken; Schulze, Ernst-Detlef; Krah, Franz-Sebastian; Culmsee, Heike; Jung, Kirsten; Heurich, Marco; Fischer, Markus; ... (2019). Radar vision in the mapping of forest biodiversity from space. Nature communications, 10(1) Nature Publishing Group 10.1038/s41467-019-12737-x <http://dx.doi.org/10.1038/s41467-019-12737-x>, Nature Communications, Vol 10, Iss 1, Pp 1-10 (2019)
Accession number :
edsair.doi.dedup.....2f517b90fa7c134b19b1ca00ef63d70f