KIT | KIT-Bibliothek | Impressum | Datenschutz

Synergetic use of Sentinel-1 and Sentinel-2 for assessments of heathland conservation status

Schmidt, Johannes; Fassnacht, Fabian E. ORCID iD icon; Förster, Michael; Schmidtlein, Sebastian ORCID iD icon


Habitat quality assessments often demand wall‐to‐wall information about the state of vegetation. Remote sensing can provide this information by capturing optical and structural attributes of plant communities. Although active and passive remote sensing approaches are considered as complementary techniques, they have been rarely combined for conservation mapping. Here, we combined spaceborne multispectral Sentinel‐2 and Sentinel‐1 SAR data for a remote sensing‐based habitat quality assessment of dwarf shrub heathland, which was inspired by nature conservation field guidelines. Therefore, three earlier proposed quality layers representing (1) the coverage of the key dwarf shrub species, (2) stand structural diversity and (3) an index reflecting co‐occurring vegetation were mapped via linking in situ data and remote sensing imagery. These layers were combined in an RGB‐representation depicting varying stand attributes, which afterwards allowed for a rule‐based derivation of pixel‐wise habitat quality classes. The links between field observations and remote sensing data reached correlations between 0.70 and 0.94 for modeling the single quality layers. ... mehr

Verlagsausgabe §
DOI: 10.5445/IR/1000081427
Veröffentlicht am 01.10.2018
DOI: 10.1002/rse2.68
Zitationen: 19
Cover der Publikation
Zugehörige Institution(en) am KIT Institut für Geographie und Geoökologie (IFGG)
KIT-Zentrum Klima und Umwelt (ZKU)
Publikationstyp Zeitschriftenaufsatz
Publikationsdatum 28.11.2017
Sprache Englisch
Identifikator ISSN: 2056-3485
KITopen-ID: 1000081427
Erschienen in Remote sensing in ecology and conservation
Verlag Wiley Open Access
Band 4
Heft 3
Seiten 225-239
Bemerkung zur Veröffentlichung Gefördert durch den KIT-Publikationsfonds
Nachgewiesen in Dimensions
KIT – Die Forschungsuniversität in der Helmholtz-Gemeinschaft
KITopen Landing Page