Chlorella vulgaris on ceramic tiles as porous substrate bioreactors: Growth kinetics assessment using image processing and scanning electron microscopy
IF 4.6 2区 生物学Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY
{"title":"Chlorella vulgaris on ceramic tiles as porous substrate bioreactors: Growth kinetics assessment using image processing and scanning electron microscopy","authors":"Kunal Gupta , Mohamad T. Araji","doi":"10.1016/j.algal.2024.103822","DOIUrl":null,"url":null,"abstract":"<div><div>Ceramic-based Porous Substrate Bioreactors (PSBRs) pose a cheaper, less power, and water-intensive alternative to conventional photobioreactors for cultivating microalgae. Current studies do not fully assess the effects of nutrient availability, surface textures, and environmental exposure on microalgae growth in ceramic-based PSBRs. In this investigation, <em>Chlorella vulgaris</em> (<em>C. vulgaris</em>) was cultivated on ceramic tiles characterized by varying surface textures, and exposure to ambient environment, both with and without nutrient medium, and the growth was observed using visible-range imagery. Greenness was monitored using four vegetation indices (VIs). Color parameters (VIs, along with CIELAB color space coordinates (<em>L*</em>, <em>a*</em>, <em>b*</em>)) were used to evaluate the predictive performance of color kinetic models, based on the Root Mean Square Error (RMSE) and Akaike Information Criterion (AIC). Field-Emission Scanning Electron Microscopy (FE-SEM) was used to analyze cellular density, contamination, and surface texture effects on microalgae spatial growth. It was observed that tiles with surface textures yielded better growth than plain tiles. While ceramic could not retain moisture beyond 24 h in an open environment, continuous moisture and nutrient supply supported <em>C. vulgaris</em> growth. Despite contamination by other microorganisms, <em>C. vulgaris</em> proliferated over the tiles provided with nutrient medium. Among the color kinetic models tested, the Exponential model showed better predictive capabilities exhibiting low AIC and RMSE values for 57.14 % of color parameter-surface texture combinations. These findings highlight the potential of ceramic-based PSBRs for outdoor microalgae cultivation with enhanced cellular density due to surface texture and continuous nutrient availability.</div></div>","PeriodicalId":7855,"journal":{"name":"Algal Research-Biomass Biofuels and Bioproducts","volume":"85 ","pages":"Article 103822"},"PeriodicalIF":4.6000,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Algal Research-Biomass Biofuels and Bioproducts","FirstCategoryId":"99","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S221192642400434X","RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BIOTECHNOLOGY & APPLIED MICROBIOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Ceramic-based Porous Substrate Bioreactors (PSBRs) pose a cheaper, less power, and water-intensive alternative to conventional photobioreactors for cultivating microalgae. Current studies do not fully assess the effects of nutrient availability, surface textures, and environmental exposure on microalgae growth in ceramic-based PSBRs. In this investigation, Chlorella vulgaris (C. vulgaris) was cultivated on ceramic tiles characterized by varying surface textures, and exposure to ambient environment, both with and without nutrient medium, and the growth was observed using visible-range imagery. Greenness was monitored using four vegetation indices (VIs). Color parameters (VIs, along with CIELAB color space coordinates (L*, a*, b*)) were used to evaluate the predictive performance of color kinetic models, based on the Root Mean Square Error (RMSE) and Akaike Information Criterion (AIC). Field-Emission Scanning Electron Microscopy (FE-SEM) was used to analyze cellular density, contamination, and surface texture effects on microalgae spatial growth. It was observed that tiles with surface textures yielded better growth than plain tiles. While ceramic could not retain moisture beyond 24 h in an open environment, continuous moisture and nutrient supply supported C. vulgaris growth. Despite contamination by other microorganisms, C. vulgaris proliferated over the tiles provided with nutrient medium. Among the color kinetic models tested, the Exponential model showed better predictive capabilities exhibiting low AIC and RMSE values for 57.14 % of color parameter-surface texture combinations. These findings highlight the potential of ceramic-based PSBRs for outdoor microalgae cultivation with enhanced cellular density due to surface texture and continuous nutrient availability.
期刊介绍:
Algal Research is an international phycology journal covering all areas of emerging technologies in algae biology, biomass production, cultivation, harvesting, extraction, bioproducts, biorefinery, engineering, and econometrics. Algae is defined to include cyanobacteria, microalgae, and protists and symbionts of interest in biotechnology. The journal publishes original research and reviews for the following scope: algal biology, including but not exclusive to: phylogeny, biodiversity, molecular traits, metabolic regulation, and genetic engineering, algal cultivation, e.g. phototrophic systems, heterotrophic systems, and mixotrophic systems, algal harvesting and extraction systems, biotechnology to convert algal biomass and components into biofuels and bioproducts, e.g., nutraceuticals, pharmaceuticals, animal feed, plastics, etc. algal products and their economic assessment