Preprints
https://doi.org/10.5194/gmd-2024-223
https://doi.org/10.5194/gmd-2024-223
Submitted as: model evaluation paper
 | 
20 Dec 2024
Submitted as: model evaluation paper |  | 20 Dec 2024
Status: this preprint is currently under review for the journal GMD.

Soil nitrous oxide emissions from global land ecosystems and their drivers within the LPJ-GUESS model (v4.1)

Jianyong Ma, Almut Arneth, Benjamin Smith, Peter Anthoni, Xu-Ri, Peter Eliasson, David Wårlind, Martin Wittenbrink, and Stefan Olin

Abstract. Nitrogen (N) transformation processes by soil microbes account for significant nitrous oxide (N2O) emissions from natural ecosystems and cropland. However, understanding and quantifying global soil N2O emissions and their responses to changing environmental conditions remain challenging. We implemented a soil nitrification-denitrification module into the dynamic vegetation model LPJ-GUESS to estimate N2O emissions from global lands. The performance of this new development is examined using observed N2O fluxes from natural soil and cropland field trials, and independent global-scale estimates. LPJ-GUESS broadly reproduces the cumulative N2O emissions under different climate conditions and N fertilizer applications that are observed in the field experiments, with some deviations in emission seasonality. Globally, simulated soil N2O emissions from terrestrial ecosystems increase from 5.6±0.2 Tg N yr-1 in the 1960s to 9.9±0.3 Tg N yr-1 in the 2010s, with croplands contributing about two thirds of the total increase. East Asia and South Asia show the fastest growth rates in N2O emissions over the study period due to the expansion of fertilized croplands. On a global scale, N fertilization (including synthetic fertilizer and manure use), atmospheric N deposition, and climate change contribute 58 %, 46 %, and 24 %, respectively, to the simulated soil N2O emissions in the 2010s. Rising CO2 levels in the atmosphere reduce the simulated emissions by 32 % through increased plant N uptake, whereas land-use changes have varied spatial effects on emissions depending on N management intensity after land-cover conversion. Our estimates only account for the direct soil N2O emissions, excluding those from fertilized pasture. This study highlights the importance of environmental factors in influencing global soil N2O emissions, particularly for assessing greenhouse gas mitigation potential in agricultural ecosystems.

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 preprint. The responsibility to include appropriate place names lies with the authors.
Jianyong Ma, Almut Arneth, Benjamin Smith, Peter Anthoni, Xu-Ri, Peter Eliasson, David Wårlind, Martin Wittenbrink, and Stefan Olin

Status: open (until 14 Feb 2025)

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Jianyong Ma, Almut Arneth, Benjamin Smith, Peter Anthoni, Xu-Ri, Peter Eliasson, David Wårlind, Martin Wittenbrink, and Stefan Olin

Data sets

CRUJRA v2.4: A forcings dataset of gridded land surface blend of Climatic Research Unit (CRU) and Japanese reanalysis (JRA) data Ian Harris and Shinya Kobayashi https://data.ceda.ac.uk/badc/cru/data/cru_jra/cru_jra_2.4

HILDA+ Global Land Use Change between 1960 and 2019 Karina Winkler et al. https://doi.pangaea.de/10.1594/PANGAEA.921846

MIRCA2000 Felix T. Portmann, Stefan Siebert, and Petra Döll https://zenodo.org/records/7422506

Soil N2O emissions from global land ecosystems simulated by the LPJ-GUESS model Jianyong Ma and Stefan Olin https://zenodo.org/records/14169306

Model code and software

LPJ-GUESS model used for soil N2O simulation (v4.1) Jianyong Ma, Almut Arneth, Benjamin Smith, Peter Anthoni, Xu-Ri, Peter Eliasson, David Wårlind, and Stefan Olin https://zenodo.org/records/14258279

Jianyong Ma, Almut Arneth, Benjamin Smith, Peter Anthoni, Xu-Ri, Peter Eliasson, David Wårlind, Martin Wittenbrink, and Stefan Olin
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Latest update: 20 Dec 2024
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Short summary
Nitrous oxide (N2O) is a powerful greenhouse gas mainly released from natural and agricultural soils. This study examines how global soil N2O emissions have changed from 1961 to 2020 and identifies key factors driving these changes using an ecological model. The findings highlight croplands as the largest source, with factors like fertilizer use and climate change enhancing emissions. Rising CO2 levels, however, can partially mitigate N2O emissions through increased plant nitrogen uptake.