Journal of Advances in Modeling Earth Systems · 2018 · 36 citations · 25 references
Natural SciencesEcologyEnvironmental SciencesClimate ScienceDynamical SystemsEnvironmental ModelingBiogeochemical CyclesBiogeochemical CyclingCarbon CycleCarbon CyclingEcological ModelingEnvironmental Systems ModelingCarbon Cycle ModelingCompartmental Systems TheoryMathematical RepresentationNonautonomous Compartmental SystemsNonautonomous Dynamical SystemsProcess RepresentationTerrestrial Carbon CycleTransient System Dynamics
Abstract Models representing exchange of carbon between the atmosphere and the terrestrial biosphere include a large variety of processes and mechanisms, and have increased in complexity in the last decades. These models are no exception of the simulation versus understanding conundrum previously articulated for models of the physical climate, which states that increasing detail in process representation in models, and the simulations they produce, hinders understanding of holistic system behavior. However, recent theoretical progress on the mathematical representation of the carbon cycle in ecosystems may help to provide a general framework for the qualitative understanding of models without compromising detail in process representation. Here we (1) briefly review recent ideas on the theory of transient dynamics of the terrestrial carbon cycle and its matrix representation, pointing out issues of interpretation, (2) show that these ideas can be further generalized in the mathematical concept of nonautonomous compartmental systems, and (3) provide thoughts on how this framework can be used to address a new set of questions in carbon cycle science.
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Terrestrial ecosystems and the carbon cycle
David Schimel · Global Change Biology · 1995 · 1.6K citations
Natural Sciences, Earth Sciences, Environmental Sciences +17
Uncertainties in CMIP5 Climate Projections due to Carbon Cycle Feedbacks
Pierre Friedlingstein, Malte Meinshausen, Vivek K. Arora et al. · Journal of Climate · 2013 · 1.1K citations · Full text