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Validation of a simple model accounting for light and temperature effect on microalgal growth

机译:验证光和温度对微藻生长影响的简单模型的验证

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A new model is set up to represent the effect of temperature and light on microalgae growth, and predict the productivity of outdoor microalgae based processes. This model includes three cardinal temperatures (T _(min), T _(opt), and T _(max)) and three parameters associated to the light response (μ _(max), I _(opt) and α). These six parameters have a clear biological meaning which makes model calibration straightforward. An algorithm to estimate both the model parameters and their associated confidence regions is developed. Results show that this model can successfully represent experimental data sets from 15 species cultivated in different experimental conditions. The model predictions, when compared to realistic temperatures recorded in outdoor photobioreactors or raceways, point out a strong decrease of productivity due to over-warming for most commercial species.
机译:建立了一个新模型来代表温度和光对微藻生长的影响,并预测基于室外微藻的工艺的生产率。该模型包括三个基本温度(T_(最小),T_(最佳)和T_(最大))以及与光响应相关的三个参数(μ_(最大),I_(最佳)和α)。这六个参数具有明显的生物学意义,这使得模型校准变得简单明了。开发了一种估计模型参数及其关联的置信区域的算法。结果表明,该模型可以成功代表来自在不同实验条件下种植的15个物种的实验数据集。与室外光生物反应器或水道中记录的实际温度相比,该模型预测指出,由于大多数商业物种的过度升温,导致生产率大幅下降。

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