Journal Article

Radar vision in the mapping of forest biodiversity from space

Jung, Kirsten, Wöllauer, Stephan, Nauss, Thomas, Heibl, Christoph, Weisser, Wolfgang W., Gerlach, Tobias, Fischer, Markus, Leutner, Benjamin F., Bässler, Claus, Krzystek, Peter, Müller, Jörg, Culmsee, Heike, Doerfler, Inken, Schulze, Ernst-Detlef, Serebryanyk, Alla, Levick, Shaun R., Thorn, Simon, Heidrich, Lea, Magdon, Paul, Heurich, Marco, Schall, Peter, Seibold, Sebastian, Krah, Franz-Sebastian, Hothorn, Torsten, Bae, Soyeon, Gossner, Martin M.

2019

Overview

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. 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.

• Publisher: Nature Publishing Group UK,Nature Publishing Group,Nature Portfolio
• Subject: 631/158/2454 / 631/158/670 / 631/158/852 / 704/158/2454 / 704/158/670 / Airborne lasers / Airborne sensing / Animals / Beetles / Biodiversity / Birds / Birds - classification / Birds - physiology / Coleoptera - classification / Coleoptera - physiology / Composition / Conservation of Natural Resources - methods / Forests / Humanities and Social Sciences / Mapping / Models, Theoretical / Multidimensional scaling / multidisciplinary / Radar / Radar data / Radar equipment / Remote monitoring / Remote sensing / Remote Sensing Technology - methods / Reproducibility of Results / Satellite-borne radar / Science / Science (multidisciplinary) / Spatio-Temporal Analysis / Species composition / Taxa / Temperate forests / Trees - classification / Trees - physiology / Wildlife conservation