Bellini Sarah, Bendoula Ryad, Le Floc'h Emilie, Carré Claire, Mas Sébastien, Vidussi Francesca, Fouilland Eric, Roger Jean-Michel
IRSTEA UMR ITAP, Montpellier, France
IRSTEA UMR ITAP, Montpellier, France.
Appl Spectrosc. 2016 Jun;70(6):1018-33. doi: 10.1177/0003702816641270. Epub 2016 Apr 18.
This work describes a method to model the optical properties over the (400-750 nm) spectral range of a dense microalgal culture using the chemical and physical properties of the algal cells. The method was based on a specific program called AlgaSim coupled with the adding-doubling method: at the individual cell scale, AlgaSim simulates the spectral properties of one model, three-layer spherical algal cell from its size and chemical composition. As a second step, the adding-doubling method makes it possible to retrieve the total transmittance of the algal medium from the optical properties of the individual algal cells. The method was tested by comparing the simulated total transmittance spectra for dense marine microalgal cultures of Isochrysis galbana (small flagellates) and Phaeodactylum tricornutum (diatoms) to spectra measured using an experimental spectrophotometric setup. Our study revealed that the total transmittance spectra simulated for the quasi-spherical cells of Isochrysis galbana were in good agreement with the measured spectra over the whole spectral range. For Phaeodactylum tricornutum, large differences between simulated and measured spectra were observed over the blue part of the transmittance spectra, probably due to non-spherical shape of the algal cells. Prediction of the algal cell density, mean size and pigment composition from the total transmittance spectra measured on algal samples was also investigated using the reversal of the method. Mean cell size was successfully predicted for both species. The cell density was also successfully predicted for spherical Isochrysis galbana, with a relative error below 7%, but not for elongated Phaeodactylum tricornutum with a relative error up to 26%. The pigments total quantity and composition, the carotenoids:chlorophyll ratio in particular, were also successfully predicted for Isochrysis galbana with a relative error below 8%. However, the pigment predictions and measurements for Phaeodactylum tricornutum showed large discrepancies, with a relative error up to 88%. These results give strong support for the development of a promising tool providing rapid and accurate estimations of biomass and physiological status of a dense microalgal culture based on only light transmittance properties.
这项工作描述了一种利用藻类细胞的化学和物理性质来模拟密集微藻培养物在(400 - 750纳米)光谱范围内光学性质的方法。该方法基于一个名为AlgaSim的特定程序,并结合了倍增法:在单个细胞尺度上,AlgaSim根据其大小和化学成分模拟一个模型的三层球形藻类细胞的光谱特性。第二步,倍增法使得从单个藻类细胞的光学性质中获取藻类介质的总透射率成为可能。通过将等鞭金藻(小型鞭毛虫)和三角褐指藻(硅藻)密集海洋微藻培养物的模拟总透射率光谱与使用实验分光光度装置测量的光谱进行比较,对该方法进行了测试。我们的研究表明,等鞭金藻准球形细胞的模拟总透射率光谱在整个光谱范围内与测量光谱吻合良好。对于三角褐指藻,在透射率光谱的蓝色部分观察到模拟光谱和测量光谱之间存在较大差异,这可能是由于藻类细胞的非球形形状所致。还使用该方法的逆过程研究了从藻类样品测量的总透射率光谱预测藻类细胞密度、平均大小和色素组成。两种藻类的平均细胞大小均成功预测。球形等鞭金藻的细胞密度也成功预测,相对误差低于7%,但对于细长的三角褐指藻则未成功预测,相对误差高达26%。等鞭金藻的色素总量和组成,特别是类胡萝卜素与叶绿素的比率,也成功预测,相对误差低于8%。然而,三角褐指藻的色素预测值与测量值存在很大差异,相对误差高达88%。这些结果为开发一种有前景的工具提供了有力支持,该工具仅基于光透射率特性就能快速准确地估计密集微藻培养物的生物量和生理状态。