Salmi Pauliina, Eskelinen Matti A, Leppänen Matti T, Pölönen Ilkka
Spectral Imaging Laboratory, Faculty of Information Technology, P.O. Box 35, FI-40014 Jyväskylä, Finland.
Laboratory Centre, Finnish Environment Institute, Survontie 9A, FI-40500 Jyväskylä, Finland.
Plants (Basel). 2021 Feb 10;10(2):341. doi: 10.3390/plants10020341.
Spectral cameras are traditionally used in remote sensing of microalgae, but increasingly also in laboratory-scale applications, to study and monitor algae biomass in cultures. Practical and cost-efficient protocols for collecting and analyzing hyperspectral data are currently needed. The purpose of this study was to test a commercial, easy-to-use hyperspectral camera to monitor the growth of different algae strains in liquid samples. Indices calculated from wavebands from transmission imaging were compared against algae abundance and wet biomass obtained from an electronic cell counter, chlorophyll concentration, and chlorophyll fluorescence. A ratio of selected wavebands containing near-infrared and red turned out to be a powerful index because it was simple to calculate and interpret, yet it yielded strong correlations to abundances strain-specifically (0.85 < < 0.96, < 0.001). When all the indices formulated as A/B, A/(A + B) or (A - B)/(A + B), where A and B were wavebands of the spectral camera, were scrutinized, good correlations were found amongst them for biomass of each strain (0.66 < < 0.98, < 0.001). Comparison of near-infrared/red index to chlorophyll concentration demonstrated that small-celled strains had higher chlorophyll absorbance compared to strains with larger cells. The comparison of spectral imaging to chlorophyll fluorescence was done for one strain of green algae and yielded strong correlations (near-infrared/red, 0.97, < 0.001). Consequently, we described a simple imaging setup and information extraction based on vegetation indices that could be used to monitor algae cultures.
传统上,光谱相机用于微藻的遥感,但现在也越来越多地用于实验室规模的应用中,以研究和监测培养物中的藻类生物量。目前需要实用且经济高效的高光谱数据采集和分析方案。本研究的目的是测试一款商用、易于使用的高光谱相机,以监测液体样品中不同藻类菌株的生长情况。将从透射成像波段计算得到的指数与通过电子细胞计数器获得的藻类丰度和湿生物量、叶绿素浓度以及叶绿素荧光进行比较。结果表明,包含近红外和红色波段的选定波段比值是一个强大的指数,因为它计算和解释简单,而且与各菌株的丰度具有很强的相关性(0.85 < < 0.96, < 0.001)。当仔细研究所有表示为A/B、A/(A + B)或(A - B)/(A + B)的指数(其中A和B是光谱相机的波段)时,发现它们与各菌株的生物量之间具有良好的相关性(0.66 < < 0.98, < 0.001)。近红外/红色指数与叶绿素浓度的比较表明,与大细胞菌株相比小细胞菌株具有更高的叶绿素吸光度。对一种绿藻菌株进行了光谱成像与叶绿素荧光的比较,结果显示具有很强的相关性(近红外/红色, 0.97, < 0.001)。因此,我们描述了一种基于植被指数的简单成像设置和信息提取方法,可用于监测藻类培养物。