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DAMMmodel: A Julia package to model respiration |
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25 April 2022 |
paper.bib |
Current climate change is mostly the result of increasing atmospheric greenhouse
gases concentration, particularly carbon dioxide (CO2). The land has
been absorbing about a third of anthropogenic CO2 emissions, but this may change.
Earth System Models attempts to predict future climate, accounting for feedbacks,
including how the land will respond. The Dual Arrhenius and Michaelis-Menten
(DAMM) kinetics model is a semi-mechanistic model of heterotrophic respiration
[@Davidson:2012], it estimates respiration as a response to soil temperature and
soil moisture. This model can be applied at various scales by empiricists and modelers
to better understand respiration.
DAMMmodel
is a Julia package providing functions to use, parameterize, and visualize
the DAMM model, using the Makie.jl package [@DanischKrumbiegel2021]. The Julia programming language
is particularly adequate, as empiricists require simple synthax, and modelers require speed.
DAMMmodel
may be directly used from Earth System Models as a module, and by empiricists
to parameterize the model to their data and visualize the results. It may also be used for teaching.
\autoref{fig:example}
We acknowledge the support of Roser Matamala, Pamela Weisenhorn and Rao Kotamarthi for this project, as well as the help from the Makie.jl community.