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Drone-derived canopy height predicts biomass across non-forest ecosystems globally

  • Non-forest ecosystems, dominated by shrubs, grasses and herbaceous plants, provide ecosystem services including carbon sequestration and forage for grazing, yet are highly sensitive to climatic changes. Yet these ecosystems are poorly represented in remotely-sensed biomass products and are undersampled by in-situ monitoring. Current global change threats emphasise the need for new tools to capture biomass change in non-forest ecosystems at appropriate scales. Here we assess whether canopy height inferred from drone photogrammetry allows the estimation of aboveground biomass (AGB) across low-stature plant species sampled through a global site network. We found mean canopy height is strongly predictive of AGB across species, demonstrating standardised photogrammetric approaches are generalisable across growth forms and environmental settings. Biomass per-unit-of-height was similar within, but different among, plant functional types. We find drone-based photogrammetry allows for monitoring of AGB across large spatial extents and can advance understanding of understudied and vulnerable non-forested ecosystems across the globe.

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Author:Andrew M. CunliffeORCiD, Karen AndersonORCiD, Fabio BoschettiORCiDGND, Richard E. BrazierORCiD, Hugh A. GrahamORCiD, Isla H. Myers-SmithORCiD, Thomas AstorORCiDGND, Matthias M. BoerORCiDGND, Leonor CalvoORCiD, Patrick E. ClarkORCiD, Michael D. CramerORCiD, Miguel Sebastián Encinas-LaraORCiD, Stephen M. EscarzagaORCiD, José Manuel Fernández-GuisuragaORCiD, Adrian G. FisherORCiD, Kateřina GdulováORCiD, Breahna M. GillespieORCiD, Anne GriebelORCiD, Niall P. HananORCiD, Muhammad S. HanggitoORCiD, Stefan HaselbergerORCiD, Caroline A. HavrillaORCiD, Philip HeilmanORCiD, Wenjie JiORCiD, Jason W. KarlORCiD, Mario KirchhoffORCiDGND, Sabine KraushaarORCiDGND, Mitchell B. LyonsORCiD, Irene MarzolffORCiDGND, Marguerite E. MauritzORCiD, Cameron D. McIntireORCiD, Daniel MetzenORCiD, Luis Arturo Méndez-BarrosoORCiD, Simon C. PowerORCiD, Jiří ProšekORCiD, Enoc Sanz-AblanedoORCiD, Katherine J. SauerORCiD, Damian Schulze-BrüninghoffORCiDGND, Petra Šı́mováORCiD, Stephen SitchORCiD, Julian L. SmitORCiD, Caitriana M. SteeleORCiD, Susana Suárez-SeoaneORCiD, Sergio A. Vargas ZesatiORCiD, Miguel L. VillarrealORCiD, Fleur VisserORCiD, Michael WachendorfORCiDGND, Hannes WirnsbergerORCiD, Robert WojcikiewiczORCiD
URN:urn:nbn:de:hebis:30:3-727949
URL:https://www.biorxiv.org/content/10.1101/2020.07.16.206011v1
DOI:https://doi.org/10.1101/2020.07.16.206011
Parent Title (English):bioRxiv
Publisher:bioRxiv
Document Type:Preprint
Language:English
Date of Publication (online):2020/07/17
Date of first Publication:2020/07/17
Publishing Institution:Universitätsbibliothek Johann Christian Senckenberg
Release Date:2024/08/29
Issue:2020.07.16.206011v1
Edition:Version 1
Page Number:28
Institutes:Geowissenschaften / Geographie / Geowissenschaften
Sammlungen:Universitätspublikationen
Licence (German):License LogoCreative Commons - CC BY-NC - Namensnennung - Nicht kommerziell 4.0 International