Preprints
https://doi.org/10.5194/essd-2026-864
https://doi.org/10.5194/essd-2026-864
30 Oct 2026
 | 30 Oct 2026
Status: this preprint is currently under review for the journal ESSD.

Species- and region-specific growth curves, forest age (2020), and disturbance trends for French forests at 30 m resolution

Agnès Pellissier-Tanon, Yidi Xu, François Ritter, Nikola Besic, and Philippe Ciais

Abstract. Spatially explicit biomass growth curves data that jointly resolve tree species, stand age and disturbance regime are scarce, particularly at fine spatial resolutions. We present five consistent data products for metropolitan French forests around 2020, derived from a 30 m dominant-species map, the 30 m FORMS-B satellite above-ground biomass (AGB) map and the Landsat-based European Forest Disturbance Atlas: (1) 290 AGB growth curves for 28 species categories across 11 large ecological regions; (2) a 30 m forest age map for 2020 covering 17.01 Mha of forests, obtained by inverting these curves against the AGB map; (3) 3,752 harvest and natural disturbance rates and patch sizes, with their 1999–2024 trends; (4) 3,752 event-based disturbance severities (AGB loss per disturbed hectare); and (5) 1,874 rotation periods from National Forest Inventory (NFI) plot samples remeasurements. Products 3–5 cover 28 species categories across 86 small ecological regions. These cover the species×region combinations present in French forests, not the full combinatorial grid. Not all 28 species categories occur in every ecological region; the totals reflect strata with forest area only. All products include uncertainties and gap-filling flags. Growth curves match National Forest Inventory-derived curves for early growth (+12±15 %, 95 % CI) but give a higher asymptotic biomass (+22±18 %) and a later half-saturation year (+33±23 %), partly reflecting differences in the representation of age extremes, as NFI measurements exclude trees <7.5 cm in diameter and we aggregate stands >60 years into a single age class. The age map matches the NFI nationally aggregated age distribution (median offset −2 [−20 to +42] yr). The 2020 harvested area (44±6 kha) and the resulting AGB loss (2.5±0.3 MtC.yr−1) are of the same order as independent clear-cut estimates (62 kha from the NFI; ~3 MtC.yr−1 from satellite-mapped clear-cuts over 2018–2024). The Landsat disturbance product captures only stand-replacing and high severity events and underestimate selective logging and diffuse mortality. These products can be combined directly to model forest carbon dynamics at species and regional resolution. All data are openly available at https://doi.org/10.5281/zenodo.23499335 (Pellissier-Tanon et al., 2026).

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Agnès Pellissier-Tanon, Yidi Xu, François Ritter, Nikola Besic, and Philippe Ciais

Status: open (until 06 Dec 2026)

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Agnès Pellissier-Tanon, Yidi Xu, François Ritter, Nikola Besic, and Philippe Ciais

Data sets

Species- and region-specific growth curves, forest age, and disturbance trends for French forests at 30 m resolution (2020) Agnès Pellissier-Tanon et al. https://doi.org/10.5281/zenodo.23499335

Model code and software

essd_france_forest_code Agnès Pellissier-Tanon https://doi.org/10.5281/zenodo.23503540

Agnès Pellissier-Tanon, Yidi Xu, François Ritter, Nikola Besic, and Philippe Ciais
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Short summary
We created open data for mainland French forests to show, for different tree species and regions, how forests grow, how old they are, and how harvest and natural disturbances affect them. Combining satellite biomass and disturbance maps with national forest surveys, we map biomass growth with age, forest age for 2020, disturbance rates and biomass losses, and typical harvest ages. This helps explain the changing forest carbon sink and supports climate and management decisions.
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