CPlantBox: a fully coupled modeling platform for the water and carbon fluxes in the Soil-Plant-Atmosphere-Continuum

IF 2.6 Q1 AGRONOMY
M. Giraud, Samuel Le Gall, Moritz Harings, M. Javaux, D. Leitner, F. Meunier, Y. Rothfuss, D. van Dusschoten, J. Vanderborght, H. Vereecken, G. Lobet, A. Schnepf
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Abstract

A plant’s development is strongly linked to the water and carbon flows in the soil-plant-atmosphere continuum. Expected climate shifts will alter the water and carbon cycles and will affect plant phenotypes. Comprehensive models which simulate mechanistically and dynamically the feedback loops between a plant’s three-dimensional development and the water and carbon flows are useful tools to evaluate the sustainability of genotype-environment-management combinations which do not yet exist. In this study, we present the latest version of the open-source three-dimensional Functional-Structural Plant Model CPlantBox with PiafMunch and DuMu x coupling. This new implementation can be used to study the interactions between known or hypothetical processes at the plant scale. We simulated semi-mechanistically the development of generic C3 monocots from 10 to 25 days after sowing and undergoing an atmospheric dry spell of one week (no precipitation). We compared the results for dry spells starting on different days (day 11 or 18) against a wetter and colder baseline scenario. Compared with the baseline, the dry spells led to a lower instantaneous water use efficiency. Moreover, the temperature-induced increased enzymatic activity led to a higher maintenance respiration which diminished the amount of sucrose available for growth. Both of these effects were stronger for the later dry spell compared with the early dry spell. We could thus use CPlantBox to simulate diverging emerging processes (like carbon partitioning) defining the plants’ phenotypic plasticity response to their environment. The model remains to be validated against independent observations of the Soil-Plant-Atmosphere-Continuum.
CPlantBox:土壤-植物-大气连续体中水和碳通量的完全耦合建模平台
植物的发育与土壤-植物-大气连续体中的水和碳流动密切相关。预期的气候变化将改变水和碳循环,并将影响植物表型。对植物三维发育与水和碳流之间的反馈回路进行机械和动态模拟的综合模型是评估基因型-环境管理组合可持续性的有用工具,而这些组合尚不存在。在这项研究中,我们提出了最新版本的开源三维功能结构植物模型CPlantBox,该模型具有PiafMunch和DuMu x耦合。这种新的实现可以用于研究工厂规模上已知或假设过程之间的相互作用。我们半机械地模拟了播种后10至25天的普通C3单子叶植物的发育,并经历了一周的大气干旱期(无降水)。我们将不同日子(第11天或第18天)开始的干旱期的结果与更潮湿、更寒冷的基线情景进行了比较。与基线相比,干旱期导致瞬时用水效率较低。此外,温度诱导的酶活性增加导致更高的维持呼吸,这减少了可用于生长的蔗糖量。与早期干旱期相比,这两种影响在后期干旱期都更强。因此,我们可以使用CPlantBox来模拟不同的新兴过程(如碳分配),定义植物对环境的表型可塑性反应。该模型还有待根据土壤-植物-大气连续体的独立观测结果进行验证。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
in silico Plants
in silico Plants Agricultural and Biological Sciences-Agronomy and Crop Science
CiteScore
4.70
自引率
9.70%
发文量
21
审稿时长
10 weeks
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