Preprints
https://doi.org/10.5194/egusphere-2026-5664
https://doi.org/10.5194/egusphere-2026-5664
22 Oct 2026
 | 22 Oct 2026
Status: this preprint is open for discussion and under review for Geoscientific Model Development (GMD).

Improving the representation of drought-induced tree mortality in LPJmL-5

Denise Ruijsch, Sandra Margrit Hauswirth, Maik Billing, Werner von Bloh, Hester Biemans, and Niko Wanders

Abstract. Dynamic global vegetation models (DGVMs) are widely used to assess the impacts of climate change on forests, but their projections of future forest dynamics remain uncertain. A key source of this uncertainty is the representation of tree mortality, particularly under drought conditions. Improving drought-related mortality schemes in DGVMs is therefore essential for more reliable projections of future forest dynamics. To address this, we extended the DGVM LPJmL-5 by implementing a new drought-induced mortality formulation based on water stress, vapour pressure deficit, and phenology. This scheme introduces two Plant Functional Type (PFT)-specific parameters, α and β, which control the onset and severity of drought-induced tree mortality. These parameters were calibrated using a multi-objective optimisation approach that considered both observed drought–mortality and drought-Gross Primary Production (GPP) relationships. We find that the new formulation improves the simulated drought–mortality relationship compared to the baseline model, particularly for tropical and temperate PFTs. While large-scale mean GPP and latent heat fluxes remain largely unchanged, the new scheme leads to stronger drought responses and impacts in several regions and reduces the strong post-drought recovery in GPP found in the baseline formulation of LPJmL-5. Overall, the results show that this relatively simple drought mortality formulation improves the representation of drought-induced mortality responses in LPJmL-5 while maintaining realistic large-scale carbon and water fluxes. Including drought-induced mortality therefore represents an important step towards more realistic simulations of vegetation responses to increasing drought stress under future climate change.

Publisher's note: Copernicus Publications remains neutral with regard to jurisdictional claims made in the text, published maps, institutional affiliations, or any other geographical representation in this paper. While Copernicus Publications makes every effort to include appropriate place names, the final responsibility lies with the authors. Views expressed in the text are those of the authors and do not necessarily reflect the views of the publisher.
Share
Denise Ruijsch, Sandra Margrit Hauswirth, Maik Billing, Werner von Bloh, Hester Biemans, and Niko Wanders

Status: open (until 17 Dec 2026)

Comment types: AC – author | RC – referee | CC – community | EC – editor | CEC – chief editor | : Report abuse
Denise Ruijsch, Sandra Margrit Hauswirth, Maik Billing, Werner von Bloh, Hester Biemans, and Niko Wanders

Data sets

Multi-Dry Chapter 3; Improving the representation of drought-induced tree mortality in LPJmL-5 Denise Ruijsch and Niko Wanders https://doi.org/10.24416/UU01-B4VK1T

Model code and software

Improving the representation of drought-induced tree mortality in LPJmL-5 Denise Ruijsch https://doi.org/10.5281/zenodo.22811633

Denise Ruijsch, Sandra Margrit Hauswirth, Maik Billing, Werner von Bloh, Hester Biemans, and Niko Wanders
Metrics will be available soon.
Latest update: 22 Oct 2026
Download
Short summary
Droughts are becoming an increasing threat to forests, but it remains difficult to predict how trees will respond and recover. We improved a forest model by introducing a new way to represent tree death during drought and tested it against observations of tree mortality and plant growth. The new approach better captured tree losses and reduced unrealistic recovery after drought, providing a more realistic picture of how forests may respond to future climate change.
Share