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不同驯化状态下微藻光合作用的半经验模型 - 以 N. gaditana 为例。

Semi-empirical modeling of microalgae photosynthesis in different acclimation states - Application to N. gaditana.

机构信息

CAPE-Lab (Computer-Aided Process Engineering Laboratory) and PAR-Lab (Padova Algae Research Laboratory), Department of Industrial Engineering, University of Padova, Italy.

CPSE (Centre for Process Systems Engineering), Department of Chemical Engineering, Imperial College London, UK.

出版信息

J Biotechnol. 2017 Oct 10;259:63-72. doi: 10.1016/j.jbiotec.2017.08.002. Epub 2017 Aug 12.

Abstract

The development of mathematical models capable of accurate predictions of the photosynthetic productivity of microalgae under variable light conditions is paramount to the development of large-scale production systems. The process of photoacclimation is particularly important in outdoor cultivation systems, whereby seasonal variation of the light irradiance can greatly influence microalgae growth. This paper presents a dynamic model that captures the effect of photoacclimation on the photosynthetic production. It builds upon an existing semi-empirical model describing the processes of photoproduction, photoregulation and photoinhibition via the introduction of acclimation rules for key parameters. The model is calibrated against a dataset comprising pulsed amplitude modulation fluorescence, photosynthesis rate, and antenna size measurements for the microalga Nannochloropsis gaditana in several acclimation states. It is shown that the calibrated model is capable of accurate predictions of fluorescence and respirometry data, both in interpolation and in extrapolation.

摘要

开发能够准确预测微藻在可变光照条件下的光合作用生产力的数学模型对于开发大规模生产系统至关重要。光驯化过程在户外培养系统中尤为重要,因为光照强度的季节性变化会极大地影响微藻的生长。本文提出了一种动态模型,该模型可以捕捉光驯化对光合作用产物的影响。它通过引入关键参数的驯化规则,构建在一个现有的半经验模型之上,该模型描述了光生产、光调节和光抑制的过程。该模型是根据包含脉冲幅度调制荧光、微藻 Nannochloropsis gaditana 在几种驯化状态下的光合作用率和天线大小测量值的数据集进行校准的。结果表明,校准后的模型能够准确预测荧光和呼吸测量数据,无论是内插还是外推。

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