Estimation of aboveground biomass and carbon stocks of Quercus ilex L. saplings using UAV-derived RGB imagery

By Véronique Lesage On 22 November 2023 In All published articles, Data in repository, Open Access, Research paper

Key message

Crown area, sapling height, and biovolume extracted from UAV-acquired RGB images provided accurate estimates of aboveground biomass and carbon stocks in a 5-year-old holm oak (Quercus ilex L.) plantation. Our models regressing UAV-derived sapling variables against ground-based measurements exhibited high R2 values (0.78–0.89), thereby reflecting that RGB data can be used as an effective tool for measuring young individuals.

Keywords
Allometric equations; Carbon sequestration; Early-stage tree plantations; RGB; imagery; Sapling biomass; UAV-derived sapling variables

Publication
Juan-Ovejero, R., Elghouat, A., Navarro, C.J. et al. Estimation of aboveground biomass and carbon stocks of Quercus ilex L. saplings using UAV-derived RGB imagery. Annals of Forest Science 80, 44 (2023). https://doi.org/10.1186/s13595-023-01210-x

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Data and/or Code availability
The datasets generated and analyzed during the current study are available in the Medeley Data repository (https://data.mendeley.com/datasets/nxnsrsnnnw/1). Juan-Ovejero, Raquel; Elghouat, Akram; Navarro, Carlos J.; Reyes-Martín, Marino P.; Jiménez, M. Noelia; Navarro Reyes, Francisco; Alcaraz-Segura, Domingo; and Castro, Jorge (2023), “Estimation of aboveground biomass and carbon stocks of tree saplings using UAV-derived RGB imagery – DATASET,” Mendeley Data, V1, https://doi.org/10.17632/nxnsrsnnnw.1

Handling Editor
John M. Lhotka

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