Author
Listed:
- Soyeon Bae
(University of Würzburg)
- Shaun R. Levick
(CSIRO Land and Water, PMB 44
Charles Darwin University)
- Lea Heidrich
(University of Würzburg)
- Paul Magdon
(University of Göttingen)
- Benjamin F. Leutner
(German Aerospace Center (DLR))
- Stephan Wöllauer
(Philipps-University Marburg)
- Alla Serebryanyk
(Munich University of Applied Sciences)
- Thomas Nauss
(Philipps-University Marburg)
- Peter Krzystek
(Munich University of Applied Sciences)
- Martin M. Gossner
(Swiss Federal Research Institute WSL)
- Peter Schall
(University of Göttingen)
- Christoph Heibl
(Bavarian Forest National Park)
- Claus Bässler
(Bavarian Forest National Park
Technical University of Munich)
- Inken Doerfler
(Technical University of Munich
University of Oldenburg)
- Ernst-Detlef Schulze
(Max Planck Institute for Biogeochemistry)
- Franz-Sebastian Krah
(Bavarian Forest National Park
Technical University of Munich)
- Heike Culmsee
(German Federal Foundation for the Environment)
- Kirsten Jung
(University Ulm)
- Marco Heurich
(Bavarian Forest National Park
University of Freiburg)
- Markus Fischer
(University of Bern
Senckenberg Biodiversity and Climate Research Centre (SBiK-F))
- Sebastian Seibold
(University of Würzburg
Technical University of Munich)
- Simon Thorn
(University of Würzburg)
- Tobias Gerlach
(UNESCO-Biosphere Reserve Rhön)
- Torsten Hothorn
(University of Zurich)
- Wolfgang W. Weisser
(Technical University of Munich)
- Jörg Müller
(University of Würzburg
Bavarian Forest National Park)
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.
Suggested Citation
Soyeon Bae & Shaun R. Levick & Lea Heidrich & Paul Magdon & Benjamin F. Leutner & Stephan Wöllauer & Alla Serebryanyk & Thomas Nauss & Peter Krzystek & Martin M. Gossner & Peter Schall & Christoph Hei, 2019.
"Radar vision in the mapping of forest biodiversity from space,"
Nature Communications, Nature, vol. 10(1), pages 1-10, December.
Handle:
RePEc:nat:natcom:v:10:y:2019:i:1:d:10.1038_s41467-019-12737-x
DOI: 10.1038/s41467-019-12737-x
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