Kinetic characterization and modeling of a microalgae consortium isolated from landfill leachate under a high CO2 concentration in a bubble column photobioreactor

Farrelly, 2013, Carbon sequestration and the role of biological carbon mitigation: A review, Renew Sustain Energy Rev, 21, 712, 10.1016/j.rser.2012.12.038 Ramírez, 2015, Biogas: Sources, purification and uses. Biogas, 11, 296 Hsueh, 2009, Carbon bio-fixation by photosynthesis of Thermosynechococcus sp. CL-1 and Nannochloropsis oculta, J Photochem Photobiol B, 95, 33, 10.1016/j.jphotobiol.2008.11.010 Shene, 2016, Effect of CO2 in the aeration gas on cultivation of the microalga Nannochloropsis oculata: Experimental study and mathematical modeling of CO2 assimilation, Algal Res, 13, 16, 10.1016/j.algal.2015.11.005 Pegallapati, 2012, Modeling algal growth in bubble columns under sparging with CO2-enriched air, Bioresour Technol, 124, 137, 10.1016/j.biortech.2012.08.026 Muharam, 2017, Modelling and simulation of a bubble column photobioreactor for the cultivation of microalgae Nannochloropsis salina, Chem Eng Trans, 56, 1555 Pfaffinger, 2016, Model-based optimization of microalgae areal productivity in flat-plate gas-lift photobioreactors, Algal Res, 20, 153, 10.1016/j.algal.2016.10.002 Kasiri, 2015, Kinetic modeling and optimization of carbon dioxide fixation using microalgae cultivated in oil-sands process water, Chem Eng Sci, 137, 697, 10.1016/j.ces.2015.07.004 Lee, 2016, Integrated co-limitation kinetic model for microalgae growth in anaerobically digested municipal sludge centrate, Algal Res, 18, 15, 10.1016/j.algal.2016.05.019 Kilham, 1998, COMBO: A defined freshwater culture medium for algae and zooplankton, Hydrobiologia, 377, 147, 10.1023/A:1003231628456 Andersen, 2005, Traditional microalgae isolation techniques, Ch6, 83 Thawechai, 2016, Mitigation of carbon dioxide by oleaginous microalgae for lipids and pigments production: Effect of light illumination and carbon dioxide feeding strategies, Bioresour Technol, 219, 139, 10.1016/j.biortech.2016.07.109 Zhao, 2014, Process effect of microalgal-carbon dioxide fixation and biomass production: A review, Renew Sustain Energy Rev, 31, 121, 10.1016/j.rser.2013.11.054 Safi, 2014, Aqueous extraction of proteins from microalgae: Effect of different cell disruption methods, Algal Res, 3, 61, 10.1016/j.algal.2013.12.004 Clesceri, 1999, 1120 McClure, 2015, Mixing in bubble column reactors: Experimental study and CFD modeling, Chem Eng J, 264, 291, 10.1016/j.cej.2014.11.090 Flynn, 1997, Modelling the interactions between ammonium and nitrate uptake in marine phytoplankton, Philos Trans R Soc London Ser B, 352, 1625, 10.1098/rstb.1997.0145 Sanz-Luque, 2015, Understanding nitrate assimilation and its regulation in microalgae, Front Plant Sci, 6 Franco-Morgado, 2017, A study of photosynthetic biogas upgrading based on a high rate algal pond under alkaline conditions: Influence of the illumination regime, Sci Total Environ, 592, 419, 10.1016/j.scitotenv.2017.03.077 Montgomery, 1997, 684 Arbib, 2013, Photobiotreatment: influence of nitrogen and phosphorus ratio in wastewater on growth kinetics of Scenedesmus obliquus, Int J Phytoremediation, 15, 774, 10.1080/15226514.2012.735291 Barbosa, 2004, Optimization of biomass, vitamins, and carotenoid yield on light energy in a flat-panel reactor using the A-stat technique, Biotechnol Bioeng, 89, 233, 10.1002/bit.20346 Babcock, 2002, Hydrodynamics and mass transfer in a tubular airlift photobioreactor, J Appl Phycol, 14, 169, 10.1023/A:1019924226457 Sander, 2015, Compilation of Henry’s law constants (version 4.0) for water as solvent, Atmos Chem Phys, 15, 4399, 10.5194/acp-15-4399-2015 Callejo-López, 2019, Main variables affecting a chemical-enzymatic method to obtain protein and amino acids from resistant microalgae, J Chem N Y, 2019 Andersen, 1998, Phylogeny of the Eustigmatophyceae based upon 18S rDNA, with emphasis on Nannochloropsis, Protist, 149, 61, 10.1016/S1434-4610(98)70010-0 Baroni, 2019, The effect of nitrogen depletion on the cell size, shape, density and gravitational settling of Nannochloropsis salina, Chlorella sp. (marine) and Haematococcus pluvialis, Algal Res, 39, 10.1016/j.algal.2019.101454 Kandilian, 2013, Radiation and optical properties of Nannochloropsis oculata grown under different irradiances and spectra, Bioresour Technol, 137, 63, 10.1016/j.biortech.2013.03.058 Ma, 2014, Evaluation of the potential of 9 Nannochloropsis strains for biodiesel production, Bioresour Technol, 167, 503, 10.1016/j.biortech.2014.06.047 Lizzul, 2018, Characterization of Chlorella sorokiniana, UTEX 1230, Biology, 7, 25, 10.3390/biology7020025 Xia, 2013, Effects of simulated flue gases on growth and lipid production of Chlorella sorokiniana CS-01, J Cent South Univ, 20, 730, 10.1007/s11771-013-1541-8 Kumar, 2014, Carbon dioxide sequestration from industrial flue gas by Chlorella sorokiniana, Bioresour Technol, 152, 225, 10.1016/j.biortech.2013.10.098 Razzak, 2015, Effects of CO2 concentration and pH on mixotrophic growth of Nannochloropsis oculata, Appl Biochem Biotechnol, 176, 1290, 10.1007/s12010-015-1646-7 Chiu, 2009, Lipid accumulation and CO2 utilization of Nannochloropsis oculata in response to CO2 aeration, Bioresour Technol, 100, 833, 10.1016/j.biortech.2008.06.061 Scherholz, 2013, Achieving pH control in microalgal cultures through fed-batch addition of stoichiometrically-balanced growth media, BMC Biotechnol, 13, 39, 10.1186/1472-6750-13-39 Mennaa, 2015, Urban wastewater treatment by seven species of microalgae and an algal bloom: Biomass production, N and P removal kinetics and harvestability, Water Res, 83, 42, 10.1016/j.watres.2015.06.007 Fré, 2016, Kinetic modeling of Dunaliella tertiolecta growth under different nitrogen concentrations, Chem Eng Technol, 39, 1716, 10.1002/ceat.201500585 Yang, 2011, Modeling and evaluation of CO2 supply and utilization in algal ponds, Ind Eng Chem Res, 50, 11181, 10.1021/ie200723w Decostere, 2016, Validation of a microalgal growth model accounting with inorganic carbon and nutrient kinetics for wastewater treatment, Chem Eng J, 285, 189, 10.1016/j.cej.2015.09.111 Surendhiran, 2015, Kinetic modeling of microalgal growth and lipid synthesis for biodiesel production, 3 Biotech, 5, 663, 10.1007/s13205-014-0264-3 Bernard, 2012, Validation of a simple model accounting for light and temperature effect on microalgal growth, Bioresour Technol, 123, 520, 10.1016/j.biortech.2012.07.022 Ketheesan, 2013, Modeling microalgal growth in an airlift-driven raceway reactor, Bioresour Technol, 136, 689, 10.1016/j.biortech.2013.02.028 Packer, 2011, Growth and neutral lipid synthesis in green microalgae: A mathematical model, Bioresour Technol, 102, 111, 10.1016/j.biortech.2010.06.029 Kim, 2013, Removal of nitrogen and phosphorus from municipal wastewater effluent using Chlorella vulgaris and its growth kinetics, Desalin Water Treat, 51, 7800, 10.1080/19443994.2013.779938 Banerjee, 2017, Dynamic process model and economic analysis of microalgae cultivation in open raceway ponds, Algal Res, 26, 330, 10.1016/j.algal.2017.08.011 Figueroa-Torres, 2017, Kinetic modelling of starch and lipid formation during mixotrophic, nutrient-limited microalgal growth, Bioresour Technol, 241, 868, 10.1016/j.biortech.2017.05.177 Bekirogullari, 2017, Production of lipid-based fuels and chemicals from microalgae: An integrated experimental and model-based optimization study, Algal Res, 23, 78, 10.1016/j.algal.2016.12.015 Darvehei, 2018, Model development for the growth of microalgae: A review, Renew Sustain Energy Rev, 97, 233, 10.1016/j.rser.2018.08.027 la Siegler, 2012, Optimization of microalgal productivity using an adaptive, non-linear model based strategy, Bioresour Technol, 104, 537, 10.1016/j.biortech.2011.10.029