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Pure Utrecht University
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CarboKitten.jl, an Open Source simulator for Carbonate Platform formation in Julia

Authors: Hidding, Johan; Liu, Xianyi; Burgess, Peter; Jarochowska, Emilia;

CarboKitten.jl, an Open Source simulator for Carbonate Platform formation in Julia

Abstract

Carbonate Platforms form an important source of information on the past evolution of species as well as the climate conditions they lived in. However, stratigraphic records are often considered unreliable tracers of evolution, since they contain many gaps.These gaps are often on a time scale too short to measure, but may significantly affect further studies of biodiversity and climate change. This is why we use forward modelling to estimate the statistics of gap distributions under a wide variety of environmental parameters. Forward modelling can be used to test hypotheses at time scales that are not available for experimentation. The dominant driver for generating different stratigraphic architectures is the input sea-level curve, balancing periodic (Milankovich), stochastic and subsidence only effects. Added to that are varying degrees self-organisation, sediment transport and subarial erosion.The basis of our model is sediment production following the model by Bosscher and Schlager (1992), with biological self-organisation modeled after the cellular automaton approach (CarboCAT) by Burgess (2013) and a sediment transport model inspired on Warrlich (2000).CarboKitten is fully Open Source, written in Julia, aiming for performance, modularity and ease of use. We will show preliminary results produced by CarboKitten and also explain how they are generated.

Country
Netherlands
Related Organizations
Keywords

SDG 13 - Climate Action

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    Impact byBIP!
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    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green
Related to Research communities
Italian National Biodiversity Future Center