Near-Infrared Spectroscopy for Growth Estimation of Spirulina platensis Cultures

The present study proposes the use of Near-Infrared (NIR) spectroscopy as a rapid method for estimating the growth of <i>Spirulina platensis</i> cultures, avoiding any sample manipulation or pretreatment. NIR spectroscopy in diffuse reflectance mode was used on culture volumes as received, with Principal Component Analysis (PCA) and Partial Least Squares (PLS) linear regression, for developing the calibration model in the wavelength range of 1000-2500 nm, in order to choose the appropriate wavelength to estimate the growth of the microalga. The local reflectance maximum at 1062.6 nm, connected with reduced water absorption and scattering effects by the microalga, was identified from PCA as the positive peak in the first loading plot, correlating diffuse reflectance with dilution levels. The calibration curve of diffuse reflectance at 1062.6 nm in response to dilution presented strong linearity, supported by a coefficient of determination (R<sup>2</sup>) of 0.995. Cross-validation of NIR spectra with a <i>S. platensis</i> culture confirmed the method's reliability, showing that the growth follows an exponential pattern. The study shows that diffuse reflectance NIR spectroscopy can be used for the rapid monitoring of <i>Spirulina platensis</i> growth.

Authors

Institutions

Publication Details

Journal
Methods and Protocols
Published
2024-11-03
DOI
https://doi.org/10.3390/mps7060091
Citations
5
Primary Topic
Water Quality Monitoring and Analysis
Type
article
Field-Weighted Citation Impact
1.47
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Near-Infrared Spectroscopy for Growth Estimation of Spirulina platensis Cultures

Lamprini Malletzidou, Nikolaos A. Kazakis, Evangelos Nerantzis, Eleni Kyratzopoulou et al.
5 citations
Methods and Protocols
Water Quality Monitoring and Analysis
1.47
article

Near-Infrared Spectroscopy for Growth Estimation of Spirulina platensis Cultures

Lamprini Malletzidou, Nikolaos A. Kazakis, Evangelos Nerantzis, Eleni Kyratzopoulou, Nikoletta Kyzaki
article en
5 citations

Abstract

The present study proposes the use of Near-Infrared (NIR) spectroscopy as a rapid method for estimating the growth of <i>Spirulina platensis</i> cultures, avoiding any sample manipulation or pretreatment. NIR spectroscopy in diffuse reflectance mode was used on culture volumes as received, with Principal Component Analysis (PCA) and Partial Least Squares (PLS) linear regression, for developing the calibration model in the wavelength range of 1000-2500 nm, in order to choose the appropriate wavelength to estimate the growth of the microalga. The local reflectance maximum at 1062.6 nm, connected with reduced water absorption and scattering effects by the microalga, was identified from PCA as the positive peak in the first loading plot, correlating diffuse reflectance with dilution levels. The calibration curve of diffuse reflectance at 1062.6 nm in response to dilution presented strong linearity, supported by a coefficient of determination (R<sup>2</sup>) of 0.995. Cross-validation of NIR spectra with a <i>S. platensis</i> culture confirmed the method's reliability, showing that the growth follows an exponential pattern. The study shows that diffuse reflectance NIR spectroscopy can be used for the rapid monitoring of <i>Spirulina platensis</i> growth.

Methods and ProtocolsVol. 7(6)
Athena Research and Innovation Center In Information Communication & Knowledge Technologies (GR)
Clean water and sanitation
Openalex Percentile: Top 19%
Water Quality Monitoring and Analysis
1.47
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Near-Infrared Spectroscopy for Growth Estimation of Spirulina platensis Cultures — Lamprini Malletzidou, Nikolaos A. Kazakis, et al. · Methods and Protocols (2024) | TGRS Research Map | TGRS