Articles | Volume 23, issue 14
https://doi.org/10.5194/bg-23-4927-2026
https://doi.org/10.5194/bg-23-4927-2026
Research article
 | 
20 Jul 2026
Research article |  | 20 Jul 2026

Assessing forest biomass and productivity with data-driven vegetation indices: insights from 900 000 simulated forest stands

Samuel M. Fischer, Rico Fischer, and Andreas Huth

Related authors

Distinguishing mature and immature trees allows estimating forest carbon uptake from stand structure
Samuel M. Fischer, Xugao Wang, and Andreas Huth
Biogeosciences, 21, 3305–3319, https://doi.org/10.5194/bg-21-3305-2024,https://doi.org/10.5194/bg-21-3305-2024, 2024
Short summary

Cited articles

Almeida, C. T. D., Galvão, L. S., Aragão, L. E. D. O. C. E., Ometto, J. P. H. B., Jacon, A. D., Pereira, F. R. D. S., Sato, L. Y., Lopes, A. P., Graça, P. M. L. D. A., Silva, C. V. D. J., Ferreira-Ferreira, J., and Longo, M.: Combining LiDAR and Hyperspectral Data for Aboveground Biomass Modeling in the Brazilian Amazon Using Different Regression Algorithms, Remote Sens. Environ., 232, 111323, https://doi.org/10.1016/j.rse.2019.111323, 2019. a
Badgley, G., Anderegg, L. D. L., Berry, J. A., and Field, C. B.: Terrestrial Gross Primary Production: Using NIRV to Scale from Site to Globe, Glob. Change Biol., 25, 3731–3740, https://doi.org/10.1111/gcb.14729, 2019. a, b
Bohn, F. J. and Huth, A.: The Importance of Forest Structure to Biodiversity–Productivity Relationships, Royal Soc. Open Sci., 4, 160521, https://doi.org/10.1098/rsos.160521, 2017. a, b, c, d
Bohn, F. J., Frank, K., and Huth, A.: Of Climate and Its Resulting Tree Growth: Simulating the Productivity of Temperate Forests, Ecol. Model., 278, 9–17, https://doi.org/10.1016/j.ecolmodel.2014.01.021, 2014. a
Brown, L.: A Shortwave Infrared Modification to the Simple Ratio for LAI Retrieval in Boreal Forests An Image and Model Analysis, Remote Sens. Environ., 71, 16–25, https://doi.org/10.1016/S0034-4257(99)00035-8, 2000. a
Download
Short summary
We explored how satellite light measurements can reveal forest health and growth more accurately. Using computer models of many forest types, we discovered new ways to combine light wavelengths that strongly relate to forest size and productivity. Our results show that with the right wavelength choices, satellite data could give precise insights into forests, supporting better monitoring and management of these vital ecosystems worldwide.
Share
Altmetrics
Final-revised paper
Preprint