Real time, non-invasive monitoring of microalgae biofilm-based cultivation systems using reflectance spectroscopy
Résumé
Microalgae Biofilm-based Cultivation Systems (MBCS) are emerging as a promising solution
for microalgae production, offering increased productivity, simplified harvesting, and lower
operating costs. However, efficient monitoring routines for MBCS are still lacking, and
current approaches involve invasive and destructive sampling, which emphasizes the need for
non-invasive online monitoring tools.
In this study, we introduce for the first time a novel online protocol that utilizes reflectance
spectroscopy to monitor MBCS. This remote sensing technology, widely employed in smart
agriculture, relies on reflectance indices (RIs) obtained from the reflected light in the visible
to near-infrared (Vis-NIR) range, providing a non-destructive approach for biofilm
monitoring.
This approach was validated using a biofilm-based rotating system to cultivate
Haematococcus pluvialis. This chlorophyceae was grown as a biofilm on cotton supports, for
producing astaxanthin, a high-value carotenoid. We quantified biomass, chlorophyll, and
astaxanthin dynamics under four light and two nutrient conditions and collected reflectance
spectra on the same samples to identify the spectral bands that correlated the most with these
biofilm parameters.
Based on these correlations, we developed robust linear models (R2 > 0.90, nRMSE <
10%) capable of predicting biomass and astaxanthin areal density (g/m2), as well as
astaxanthin and chlorophyll content (g/gDW), regardless of the cultivation conditions.
Our pioneering study demonstrates the feasibility of reflectance spectroscopy as a realtime, non-invasive monitoring tool to improve the operation and efficiency of MBCS. The
application of this technology to other microalgae strains producing high-value compounds
has the potential to boost the field of biofilm-based systems.