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Videos and publications


Forestry Thematic Exploitation Platform with Forest Flux concept (2.5 minutes):

104 EO Platforms, Infrastructure-1, Forestry TEP Helps Managing Forest Resources and Carbon Globally

Forest Flux narrated e-poster (6 min):

ESA Phiweek 2021 e-poster, ID 117 Service ecosystem for forestry in cloud for industry and research – YouTube

Recording of a presentation in Finnish Remote Sensing Days on Forest Flux:

Presentation in Finnish Satellite Workshop and Remote Sensing Days 2021.


Häme, T., Sirro, L., Dees, M., Mäkelä, A., Penttilä, J., Marin, G. & Tomé, M., 2021, Helping forest owners to manage forest carbon – the Forest Flux project IGI_Forum. 9, 1, p. 137-142.

Slides of the IGI Forum presentation: ISDE2021_Forest_Flux_Hame_et_al

Tian, X., Minunno, F., Cao, T., Peltoniemi, M., Kalliokoski, T., & Mäkelä, A. (2020). Extending the range of applicability of the semi-empirical ecosystem flux model PRELES for varying forest types and climate. Global Change Biology, 26(5), 2923-2943.

Häme, T.; Sirro, L.; Kilpi, J.; Seitsonen, L.; Andersson, K.; Melkas, T. A Hierarchical Clustering Method for Land Cover Change Detection and Identification. Remote Sens. 2020, 12, 175

Mäkelä, J., Minunno, F., Aalto, T., Mäkelä, A., Markkanen, T., and Peltoniemi, M.: Sensitivity of 21st century simulated ecosystem indicators to model parameters, prescribed climate drivers, RCP scenarios and forest management actions for two Finnish boreal forest sites, Biogeosciences, 17, 2681–2700,, 2020.

Tian, X., Minunno, F., Schiestl-Aalto, P., Chi, J., Zhao, P., Peichl, M., Marshall, J., Näsholm, T., Lim, H., Peltoniemi, M., Linder, S., Mäkelä, A., 2021. Disaggregating the effects of nitrogen addition on gross primary production in a boreal Scots pine forest. Agric. For. Meteorol. 301-302, 108337.

Forest Flux project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 821860.