期刊
GEODERMA
卷 405, 期 -, 页码 -出版社
ELSEVIER
DOI: 10.1016/j.geoderma.2021.115394
关键词
X-ray microtomography; Cellular automaton; Michaelis-Menten kinetics; Dissolved organic matter; Microbial habitats
类别
资金
- Deutsche Forschungsgemeinschaft (DFG) [DFG RU 2179, 251268514, 276972051, 276972406]
- priority program 2089 Rhizosphere spatiotemporal organisation -a key to rhizosphere functions - DFG [403660839]
Microaggregates, as hot spots of microbial activity, pose challenges in direct observation due to their small scale. Mathematical models combining organic matter transport mechanisms and turnover processes can help understand soil microbial dynamics at these scales. This study showed that the heterogeneous distribution of substrate and bacteria in microaggregates impacts overall biodegradation kinetics and CO2 output, with smaller microaggregate scales having a more significant impact.
Microaggregates are hot spots of microbial activity at a scale that frequently poses a severe experimental challenge or defies a direct observation. Mathematical models that combine the mechanisms of spatially resolved organic matter transport with the processes of organic matter turnover can facilitate the understanding of soil microbial dynamics and the function of soils at these scales. In this study, we investigate microbial population dynamics and the turnover of particulate organic matter (POM) in soil micmaggregates. CT images of microaggregates obtained from samples of natural soils serve as basis for selecting the simulation domain. For different levels of water saturation, the fluid (liquid and gas) distribution within the pore space is calculated according to a morphological model. We consider bacteria and POM, which are heterogeneously distributed within the liquid phase. Dissolved organic carbon (DOC) is released by hydrolyzing POM, assuming a reaction following first-order kinetics. DOC spreads by diffusion and can subsequently be consumed by bacteria and turned into CO2. The growth of bacteria is realized by a cellular automaton framework (CAM) and based on Michaelis-Menten kinetics due to the uptake of DOC. Our simulations show that the heterogeneous distribution of substrate and bacteria results in an overall biodegradation kinetics and CO2 output that strongly depends on the microaggregate scale (<250 mu m). Only very specific cases can be distinguished globally, e.g., when the substrates are isolated from bacteria due to a disconnected liquid phase. Locally, however, heterogeneities in substrate distribution impact the development of bacteria populations, e.g., a smaller geodesic distance of bacteria to the substrate promotes bacterial growth locally.
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