Ecosystem photosynthesis in land-surface models: a first-principles approach incorporating acclimation
Author(s)
Type
Journal Article
Abstract
Vegetation regulates land-atmosphere water and energy exchanges and is an essential component of land-surface models (LSMs). However, LSMs have been handicapped by assumptions that equate acclimated photosynthetic responses to the environment with the fast responses observable in the laboratory. The effects of acclimation can be taken into account by including PFT-specific values of photosynthetic parameters, but at the cost of increasing parameter requirements. Here we develop an alternative approach for including acclimation in LSMs by adopting the P model, an existing light-use efficiency model for gross primary production (GPP) that implicitly predicts the acclimation of photosynthetic parameters on a weekly to monthly timescale via optimality principles. We demonstrate that it is possible to explicitly separate the fast and slow photosynthetic responses to environmental conditions, allowing the simulation of GPP at the sub-daily timesteps required for coupling in an LSM. The resulting model reproduces the diurnal cycles of GPP recorded by eddy-covariance flux towers in a temperate grassland and boreal, temperate and tropical forests. The best performance is achieved when biochemical capacities are adjusted to match recent midday conditions. Comparison between this model and the operational LSM in the European Centre for Medium-range Weather Forecasts climate model shows that the new model has better predictive power in most of the sites and years analysed, particularly in summer and autumn. Our analyses suggest a simple and parameter-sparse method to include both instantaneous and acclimated responses within an LSM framework, with potential applications in weather, climate and carbon-cycle modelling.
Date Issued
2022-01
Date Acceptance
2021-12-03
Citation
Journal of Advances in Modeling Earth Systems, 2022, 14 (1), pp.1-18
ISSN
1942-2466
Publisher
American Geophysical Union (AGU)
Start Page
1
End Page
18
Journal / Book Title
Journal of Advances in Modeling Earth Systems
Volume
14
Issue
1
Copyright Statement
© 2021 The Authors. Journal of Advances in Modeling Earth Systems published by Wiley Periodicals LLC on behalf of American Geophysical Union.
This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
License URL
Sponsor
Commission of the European Communities
Identifier
https://agupubs.onlinelibrary.wiley.com/doi/10.1029/2021MS002767
Grant Number
787203
Subjects
0401 Atmospheric Sciences
Publication Status
Published
Date Publish Online
2021-12-06