Literature DB >> 25156470

A big-microsite framework for soil carbon modeling.

Eric A Davidson1, Kathleen E Savage, Adrien C Finzi.   

Abstract

Soil carbon cycling processes potentially play a large role in biotic feedbacks to climate change, but little agreement exists at present on what the core of numerical soil C cycling models should look like. In contrast, most canopy models of photosynthesis and leaf gas exchange share a common 'Farquhaur-model' core structure. Here, we explore why a similar core model structure for heterotrophic soil respiration remains elusive and how a pathway to that goal might be envisioned. The spatial and temporal variation in soil microsite conditions greatly complicates modeling efforts, but we believe it is possible to develop a tractable number of parameterizable equations that are organized into a coherent, modular, numerical model structure. First, we show parallels in insights gleaned from linking Arrhenius and Michaelis-Menten kinetics for both photosynthesis and soil respiration. Additional equations and layers of complexity are then added to simulate substrate supply. For soils, model modules that simulate carbon stabilization processes will be key to estimating the fraction of soil C that is accessible to enzymes. Potential modules for dynamic photosynthate input, wetting-event inputs, freeze-thaw impacts on substrate diffusion, aggregate turnover, soluble-C sorption, gas transport, methane respiration, and microbial dynamics are described for conceptually and numerically linking our understanding of fast-response processes of soil gas exchange with longer-term dynamics of soil carbon and nitrogen stocks.
© 2014 John Wiley & Sons Ltd.

Entities:  

Keywords:  CHzzm3219904; COzzm3219902; DAMM model; carbon cycle; methane oxidation; soil enzymes; soil organic matter; soil respiration

Mesh:

Substances:

Year:  2014        PMID: 25156470     DOI: 10.1111/gcb.12718

Source DB:  PubMed          Journal:  Glob Chang Biol        ISSN: 1354-1013            Impact factor:   10.863


  7 in total

1.  Exploring the oxygen sensitivity of wetland soil carbon mineralization.

Authors:  Samantha K Chapman; Matthew A Hayes; Brendan Kelly; J Adam Langley
Journal:  Biol Lett       Date:  2019-01-31       Impact factor: 3.703

Review 2.  Biophysical processes supporting the diversity of microbial life in soil.

Authors:  Robin Tecon; Dani Or
Journal:  FEMS Microbiol Rev       Date:  2017-09-01       Impact factor: 16.408

3.  Modeling Soil Carbon Dynamics in Northern Forests: Effects of Spatial and Temporal Aggregation of Climatic Input Data.

Authors:  Lise Dalsgaard; Rasmus Astrup; Clara Antón-Fernández; Signe Kynding Borgen; Johannes Breidenbach; Holger Lange; Aleksi Lehtonen; Jari Liski
Journal:  PLoS One       Date:  2016-02-22       Impact factor: 3.240

4.  Cooperation in carbon source degradation shapes spatial self-organization of microbial consortia on hydrated surfaces.

Authors:  Robin Tecon; Dani Or
Journal:  Sci Rep       Date:  2017-03-06       Impact factor: 4.379

5.  Global variation of soil microbial carbon-use efficiency in relation to growth temperature and substrate supply.

Authors:  Yang Qiao; Jing Wang; Guopeng Liang; Zhenggang Du; Jian Zhou; Chen Zhu; Kun Huang; Xuhui Zhou; Yiqi Luo; Liming Yan; Jianyang Xia
Journal:  Sci Rep       Date:  2019-04-04       Impact factor: 4.379

6.  Modeling metabolic networks of individual bacterial agents in heterogeneous and dynamic soil habitats (IndiMeSH).

Authors:  Benedict Borer; Meriç Ataman; Vassily Hatzimanikatis; Dani Or
Journal:  PLoS Comput Biol       Date:  2019-06-19       Impact factor: 4.475

7.  A moisture function of soil heterotrophic respiration that incorporates microscale processes.

Authors:  Zhifeng Yan; Ben Bond-Lamberty; Katherine E Todd-Brown; Vanessa L Bailey; SiLiang Li; CongQiang Liu; Chongxuan Liu
Journal:  Nat Commun       Date:  2018-07-02       Impact factor: 14.919

  7 in total

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