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Rapid determination of bulk microalgal biochemical composition by Fourier-Transform Infrared spectroscopy
Abstract
Analysis of bulk biochemical composition is a key in fundamental and applied studies of microalgae and is essential to understanding responses to different cultivation scenarios. Traditional biochemical methods for the quantification of lipids, carbohydrates and proteins are often time-consuming, often involve hazardous reagents, require significant amounts of biomass and are highly dependent on practitioner proficiency. This study presents a rapid and non-destructive method, utilising Fourier-Transform Infrared (FTIR) spectroscopy for the simultaneous determination of lipid, protein and carbohydrate content in microalgal biomass. A simple univariate regression was applied to sets of reference microalgal spectra of known composition and recognised IR peak integrals. A robust single-species model was constructed, with coefficients of determination r(2)>0.95, high predictive accuracy and relative errors below 5%. The applicability of this methodology is demonstrated by monitoring the time-resolved changes in biochemical composition of the marine alga Nannochloropsis sp. grown to nitrogen starvation.
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“Many of the studies have reported the use of FTIR spectroscopy in the rapid assessment of lipids, without the need for lipid extraction and to monitor the changes within the intracellular macromolecular pools of microalgae [15,20 -23].”
From Response to nutrient variation on lipid productivity in green microalgae captured using second derivative FTIR and Raman spectroscopy (2022) · cites this paper as [22]
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A SIMPLE METHOD FOR THE ISOLATION AND PURIFICATION OF TOTAL LIPIDES FROM ANIMAL TISSUES
Folch, J., Lees, M., & Stanley, G. H. S. (1957) · Journal of Biological Chemistry · doi:10.1016/s0021-9258(18)64849-5 · Cited by 65,189
Colorimetric Method for Determination of Sugars and Related Substances
DuBois, M., Gilles, K. A., Hamilton, J. K., Rebers, P. A., & Smith, F. (1956) · Analytical Chemistry · doi:10.1021/ac60111a017 · Cited by 52,269
Rodolfi, L., Chini Zittelli, G., Bassi, N., Padovani, G., Biondi, N., Bonini, G., & Tredici, M. R. (2009) · Biotechnology and Bioengineering · doi:10.1002/bit.22033 · Cited by 2,879
Nondestructive measurement of fruit and vegetable quality by means of NIR spectroscopy: A review
Nicolaï, B. M., Beullens, K., Bobelyn, E., Peirs, A., Saeys, W., Theron, K. I., & Lammertyn, J. (2007) · Postharvest Biology and Technology · doi:10.1016/j.postharvbio.2007.06.024 · Cited by 2,252
Fourier Transform Infrared (FTIR) Spectroscopy of Biological Tissues
Movasaghi, Z., Rehman, S., & Rehman, I. U. (2008) · Applied Spectroscopy Reviews · doi:10.1080/05704920701829043 · Cited by 1,932
Lipid productivity as a key characteristic for choosing algal species for biodiesel production
Griffiths, M. J., & Harrison, S. T. L. (2009) · Journal of Applied Phycology · doi:10.1007/s10811-008-9392-7 · Cited by 1,421
Lin, S. (2005) · Journal of Phycology · doi:10.1111/j.1529-8817.2005.00114.x · Cited by 1,333
Andersen, R. A., & Phycological Society of America (2005) · Choice Reviews Online · doi:10.5860/choice.43-0925 · Cited by 1,293
Lipids and lipid metabolism in eukaryotic algae
Guschina, I. A., & Harwood, J. L. (2006) · Progress in Lipid Research · doi:10.1016/j.plipres.2006.01.001 · Cited by 1,110
Placing microalgae on the biofuels priority list: a review of the technological challenges
Greenwell, H. C., Laurens, L. M. L., Shields, R. J., Lovitt, R. W., & Flynn, K. J. (2009) · Journal of The Royal Society Interface · doi:10.1098/rsif.2009.0322 · Cited by 874
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Zhang, Y., Kong, X., Wang, Z., Sun, Y., Zhu, S., Li, L., & Lv, P. (2018) · Renewable Energy · doi:10.1016/j.renene.2018.01.078 · Cited by 155
Singh, R. P., Upadhyay, A. K., Chandra, P., & Singh, D. P. (2018) · Bioresource Technology · doi:10.1016/j.biortech.2018.09.065 · Cited by 153
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Cheng, F., Cui, Z., Chen, L., Jarvis, J. M., Paz, N., Schaub, T. M., Nirmalakhandan, N. N., & Brewer, C. E. (2017) · Applied Energy · doi:10.1016/j.apenergy.2017.08.105 · Cited by 150
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Sukarni, S., Sudjito, Hamidi, N., Yanuhar, U., & Wardana, I. N. G. (2014) · International journal of energy and environmental engineering · doi:10.1007/s40095-014-0138-9 · Cited by 142
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Levering, J., Broddrick, J. T., Dupont, C. L., Peers, G., Beeri, K., Mayers, J. J., Gallina, A. A., Allen, A. E., Palsson, B. Ø., & Zengler, K. (2016) · PLoS ONE · doi:10.1371/journal.pone.0155038 · Cited by 122
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Slocombe, S. P., Zhang, Q., Ross, M. E., Anderson, A., Thomas, N. J., Lapresa, Á., Rad‐Menéndez, C., Campbell, C. N., Black, K., Stanley, M. S., et al. (2015) · Scientific Reports · doi:10.1038/srep09844 · Cited by 112
Grace, C. E. E., Lakshmi, P. K., Meenakshi, S., Vaidyanathan, S., Srisudha, S., & Mary, M. B. (2020) · Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy · doi:10.1016/j.saa.2019.117382 · Cited by 104
Truzzi, C., Giorgini, E., Annibaldi, A., Antonucci, M., Illuminati, S., Scarponi, G., Riolo, P., Isidoro, N., Conti, C., Zarantoniello, M., et al. (2019) · Animal Feed Science and Technology · doi:10.1016/j.anifeedsci.2019.114309 · Cited by 105
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Biller, P., & Ross, A. B. (2014) · Algal Research · doi:10.1016/j.algal.2014.09.009 · Cited by 108
McCarthy, J. K., Smith, S. R., McCrow, J. P., Tan, M. H., Zheng, H., Beeri, K., Roth, R. A., Lichtlé, C., Goodenough, U. W., Bowler, C., et al. (2017) · The Plant Cell · doi:10.1105/tpc.16.00910 · Cited by 105
Mayers, J. J., Flynn, K. J., & Shields, R. J. (2014) · Bioresource Technology · doi:10.1016/j.biortech.2014.07.048 · Cited by 95
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Vo, T. K., Lee, O. K., Lee, E. Y., Kim, C., Seo, J., Kim, J., & Kim, S.-S. (2016) · Chemical Engineering Journal · doi:10.1016/j.cej.2016.07.104 · Cited by 95
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Zuorro, A., Maffei, G., & Lavecchia, R. (2016) · Journal of the Taiwan Institute of Chemical Engineers · doi:10.1016/j.jtice.2016.08.016 · Cited by 93
Kumar, P. K., Krishna, S. V., Naidu, S. S., Verma, K., Dheravath, B., & Himabindu, V. (2019) · Carbon Resources Conversion · doi:10.1016/j.crcon.2019.06.002 · Cited by 92
Dzurendová, S., Zimmermann, B., Köhler, A., Tafintseva, V., Slaný, O., Čertík, M., & Shapaval, V. (2020) · PLoS ONE · doi:10.1371/journal.pone.0234870 · Cited by 81
Coward, T., Fuentes-Grünewald, C., Silkina, A., Oatley-Radcliffe, D. L., Llewellyn, G., & Lovitt, R. W. (2016) · Bioresource Technology · doi:10.1016/j.biortech.2016.09.093 · Cited by 77
Pires, J. C. M. (2017) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2017.05.197 · Cited by 82
Fuentes-Grünewald, C., Bayliss, C. E., Zanain, M., Pooley, C. L., Scolamacchia, M., & Silkina, A. (2015) · Bioresource Technology · doi:10.1016/j.biortech.2015.04.042 · Cited by 78
Fernandes, F., Silkina, A., Fuentes-Grünewald, C., Wood, E. E., Ndovela, V. L. S., Oatley-Radcliffe, D. L., Lovitt, R. W., & Llewellyn, C. A. (2020) · Waste Management · doi:10.1016/j.wasman.2020.08.037 · Cited by 75
Fuentes-Grünewald, C., Gayo-Peláez, J. I., Ndovela, V. L. S., Wood, E. E., Kapoore, R. V., & Llewellyn, C. A. (2020) · Bioresource Technology · doi:10.1016/j.biortech.2020.124349 · Cited by 71
Pongsiriyakul, K., Kiatkittipong, W., Adhikari, S., Lim, J. W., Lam, S. S., Kiatkittipong, K., Dankeaw, A., Reubroycharoen, P., Laosiripojana, N., Faungnawakij, K., et al. (2021) · Fuel Processing Technology · doi:10.1016/j.fuproc.2020.106670 · Cited by 70
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Thiviyanathan, V. A., Ker, P. J., Tang, S. G. H., Amin, E. P. P., Yee, W., Hannan, M. A., Jamaludin, M. Z., Nghiem, L. D., & Mahlia, T. M. I. (2023) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2023.113926 · Cited by 72
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Kumar, P. K., Krishna, S. V., Verma, K., Pooja, K., Dheravath, B., Srilatha, K., & Himabindu, V. (2018) · Journal of Microbiological Methods · doi:10.1016/j.mimet.2018.09.014 · Cited by 73
Gee, D. M., Archer, L., Fleming, G. T. A., Gillespie, E., & Touzet, N. (2019) · Photosynthesis Research · doi:10.1007/s11120-019-00686-x · Cited by 69
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Patel, A., Antonopoulou, I., Enman, J., Rova, U., Christakopoulos, P., & Μάτσακας, Λ. (2019) · BMC Chemical Engineering · doi:10.1186/s42480-019-0013-9 · Cited by 71
Ferro, L., Gojkovic, Z., Gorzsás, A., & Funk, C. (2019) · Molecules · doi:10.3390/molecules24183237 · Cited by 65
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Ferro, L., Gorzsás, A., Gentili, F. G., & Funk, C. (2018) · Algal Research · doi:10.1016/j.algal.2018.08.031 · Cited by 63
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Liu, J.-Y., Zeng, L.-H., & Ren, Z.-H. (2020) · Applied Spectroscopy Reviews · doi:10.1080/05704928.2018.1509345 · Cited by 59
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Tran, D.-T., Lee, H. R., Jung, S., Park, M. S., & Yang, J.-W. (2018) · Algal Research · doi:10.1016/j.algal.2016.08.016 · Cited by 60
Suastes-Rivas, J. K., Hernández‐Altamirano, R., Mena-Cervantes, V. Y., Barrios-Gómez, E. J., & Chaírez, I. (2020) · Fuel · doi:10.1016/j.fuel.2020.118633 · Cited by 55
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Silkina, A., Ginnever, N. E., Fernandes, F., & Fuentes-Grünewald, C. (2019) · Energies · doi:10.3390/en12142772 · Cited by 53
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Niu, Q., Ghysels, S., Wu, N., Rousseau, D. P. L., Pieters, J., Prins, W., & Ronsse, F. (2021) · Energy Conversion and Management · doi:10.1016/j.enconman.2021.114979 · Cited by 53
Gebru, M. G., Mishra, S., & Mohanty, K. (2018) · Journal of environmental chemical engineering · doi:10.1016/j.jece.2018.08.061 · Cited by 51
Bataller, B. G., & Capareda, S. C. (2018) · Algal Research · doi:10.1016/j.algal.2018.04.023 · Cited by 51
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Havlik, I., Scheper, T. H., & Reardon, K. F. (2015) · Advances in biochemical engineering, biotechnology · doi:10.1007/10_2015_328 · Cited by 49
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Xia, L., Li, H., & Song, S. (2015) · Journal of Applied Phycology · doi:10.1007/s10811-015-0768-1 · Cited by 48
Cheng, F., Dehghanizadeh, M., Audu, M., Jarvis, J. M., Holguin, F. O., & Brewer, C. E. (2020) · Industrial Crops and Products · doi:10.1016/j.indcrop.2020.112311 · Cited by 47
Li, H., Li, L., Zhang, R., Tong, D., & Hu, C. (2014) · Journal of Energy Chemistry · doi:10.1016/s2095-4956(14)60206-0 · Cited by 46
Khalekuzzaman, M., Alamgir, M., Islam, M. B., & Hasan, M. (2019) · PLoS ONE · doi:10.1371/journal.pone.0225458 · Cited by 46
Ferro, L., Gojkovic, Ž., Muñoz, R., & Funk, C. (2019) · Algal Research · doi:10.1016/j.algal.2019.101690 · Cited by 47
Chang, Y. S., Ooi, B. S., Ahmad, A. L., Leo, C. P., & Low, S. C. (2020) · Separation and Purification Technology · doi:10.1016/j.seppur.2020.117572 · Cited by 42
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Fazelian, N., Movafeghi, A., Yousefzadi, M., Rahimzadeh, M., & Zarei, M. (2020) · Acta Physiologiae Plantarum · doi:10.1007/s11738-020-03101-4 · Cited by 40
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Barone, R., Napoli, L. D., Mayol, L., Paolucci, M., Volpe, M. G., D’Elia, L., Pollio, A., Guida, M., Gambino, E., Carraturo, F., et al. (2020) · Marine Drugs · doi:10.3390/md18030169 · Cited by 37
Bharathiraja, B., Kumar, R. R., Praveenkumar, R., Chakravarthy, M., Yogendran, D., & Jayamuthunagai, J. (2016) · Bioresource Technology · doi:10.1016/j.biortech.2016.02.041 · Cited by 35
Podevin, M., Fotidis, I. A., & Angelidaki, I. (2018) · Critical Reviews in Biotechnology · doi:10.1080/07388551.2017.1398132 · Cited by 34
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Barone, M. E., Parkes, R., Herbert, H., McDonnell, A., Conlon, T., Aranyos, A., Fierli, D., Fleming, G. T. A., & Touzet, N. (2021) · Applied Biochemistry and Biotechnology · doi:10.1007/s12010-021-03690-x · Cited by 34
Saral, J. S., & Ranganathan, P. (2022) · Bioresource Technology · doi:10.1016/j.biortech.2022.127911 · Cited by 33
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Buayam, N., Davey, M. P., Smith, A. G., & Pumas, C. (2019) · Metabolites · doi:10.3390/metabo9050084 · Cited by 32
Paul, R., Silkina, A., Melville, L., Suhartini, S., & Sulu, M. (2023) · Energies · doi:10.3390/en16010553 · Cited by 31
Gupta, S., Marchetti, J. M., & Wasewar, K. L. (2024) · Journal of Water Process Engineering · doi:10.1016/j.jwpe.2024.105413 · Cited by 31
Kong, W., Kong, J., Lyu, H., Ma, J., Yuan, P., Wang, Z., Shen, B., & Feng, S. (2021) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2021.128916 · Cited by 31
Teoh, G. H., Jawad, Z. A., Ooi, B. S., & Low, S. C. (2022) · Journal of Water Process Engineering · doi:10.1016/j.jwpe.2022.102573 · Cited by 31
Kumar, C. S. P., Sylas, V. P., Cyril, N., Ambily, V., Sunila, C. T., Sreekanth, N. P., & Rayaroth, M. P. (2021) · Nano-Structures & Nano-Objects · doi:10.1016/j.nanoso.2021.100700 · Cited by 29
Barón‐Sola, Á., Toledo-Basantes, M., Arana-Gandía, M., Martínez, F., Ortega‐Villasante, C., Dučić, T., Yousef, I., & Hernández, L. E. (2021) · Journal of Hazardous Materials · doi:10.1016/j.jhazmat.2021.126502 · Cited by 29
Microalgae fractionation and pyrolysis of extracted microalgae biopolymers
Niu, Q., Prins, W., & Ronsse, F. (2023) · Journal of Analytical and Applied Pyrolysis · doi:10.1016/j.jaap.2023.106000 · Cited by 29
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Eynde, E. V., Lenaerts, B., Tytgat, T. O. G., Verbruggen, S. W., Hauchecorne, B., Blust, R., & Lenaerts, S. (2014) · RSC Advances · doi:10.1039/c4ra09305d · Cited by 29
Jiao, K., Chang, J., Zeng, X., Ng, I., Xiao, Z., Sun, Y. Q., Tang, X., & Lin, L. (2017) · Biotechnology for Biofuels · doi:10.1186/s13068-017-0855-4 · Cited by 28
Upadhyay, A. K., Singh, R., Singh, D. V., Singh, L., & Singh, D. P. (2021) · Environmental Technology & Innovation · doi:10.1016/j.eti.2021.101600 · Cited by 28
Advances in techniques for assessment of microalgal lipids
Challagulla, V., Nayar, S., Walsh, K., & Fabbro, L. (2017) · Critical Reviews in Biotechnology · doi:10.1080/07388551.2016.1206058 · Cited by 27
Scarsini, M., Thurotte, A., Veidl, B., Amiard, F., Niepceron, F., Badawi, M., Lagarde, F., Schoefs, B., & Marchand, J. (2021) · Frontiers in Plant Science · doi:10.3389/fpls.2021.756421 · Cited by 29
Cheng, S., Zhang, Y., Zhao, Y., Hu, X., Lin, H., Teng, J., & Zhang, M. (2023) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2023.169644 · Cited by 27
Rodrigues, K. C. S., SONEGO, J. L. S., Bernardo, A., Ribeiro, M. P. D. A., Cruz, A. J. G., & Junior, A. C. B. (2018) · Industrial & Engineering Chemistry Research · doi:10.1021/acs.iecr.8b01181 · Cited by 27
Production of Arthrospira (Spirulina) platensis Enriched in β-Glucans through Phosphorus Limitation
Μάρκου, Γ., Eliopoulos, C., Argyri, A. A., & Arapoglou, D. (2021) · Applied Sciences · doi:10.3390/app11178121 · Cited by 26
Chang, Y. S., Ahmad, A. L., Leo, C. P., Derek, C. J. C., & Ooi, B. S. (2021) · Journal of environmental chemical engineering · doi:10.1016/j.jece.2021.107088 · Cited by 26
Nguyen, T. H., Nguyen, D. A. L., Phan, H. B., Le, D. D., & Tran, P. H. (2024) · Energy · doi:10.1016/j.energy.2024.132317 · Cited by 25
Faruque, M. O., Hossain, M. M., & Razzak, S. A. (2023) · Arabian Journal for Science and Engineering · doi:10.1007/s13369-023-08187-9 · Cited by 25
Rapid Characterization of Fatty Acids in Oleaginous Microalgae by Near-Infrared Spectroscopy
Liu, B., Liu, J., Chen, T., Yang, B., Jiang, Y., Wei, D., & Chen, F. (2015) · International Journal of Molecular Sciences · doi:10.3390/ijms16047045 · Cited by 25
Suastes-Rivas, J. K., Hernández‐Altamirano, R., Mena-Cervantes, V. Y., Valdez-Ojeda, R. A., Toledano-Thompson, T., Tovar-Gálvez, L. R., López-Adrián, S., & Chaírez, I. (2019) · Environmental Science and Pollution Research · doi:10.1007/s11356-019-07286-1 · Cited by 25
Coat, R., Montalescot, V., León, E. S., Kucma, D., Perrier, C., Jubeau, S., Thouand, G., Legrand, J., Pruvost, J., & Gonçalves, O. (2014) · Bioprocess and Biosystems Engineering · doi:10.1007/s00449-014-1194-5 · Cited by 24
Epstein, G., Foggo, A., & Smale, D. A. (2019) · Ecosphere · doi:10.1002/ecs2.2814 · Cited by 24
Wang, L., Wang, L., Manzi, H. P., Yang, Q., Guo, Z., Zheng, Y., Liu, X., & Salama, E. (2020) · Biomass Conversion and Biorefinery · doi:10.1007/s13399-020-01034-z · Cited by 24
Chang, Y. S., Cheah, Y. T., Lyly, L. H. T., Ishak, N. I. I., Ng, Y. S., Ahmad, A. L., Leo, C. P., Chan, D. J. C., & Ooi, B. S. (2021) · Desalination · doi:10.1016/j.desal.2021.115047 · Cited by 23
Zhang, D., Li, Q., Yan, C., & Cong, W. (2021) · Journal of Applied Phycology · doi:10.1007/s10811-021-02607-9 · Cited by 23
Lv, M., Zhao, Y., Li, D., Zhang, B., Li, L., Liu, Z., Tang, X., & Zhao, Y. (2022) · Environmental Research · doi:10.1016/j.envres.2022.114698 · Cited by 22
Kusi, P. A., Gee, D. M., Tabraiz, S., & Ahmed, A. (2024) · Biotechnology Journal · doi:10.1002/biot.202400361 · Cited by 22
Pandhal, J., Choon, W. L., Kapoore, R. V., Russo, D. A., Hanotu, J. O., Wilson, G., Desai, P., Bailey, M., Zimmerman, W. B., & Ferguson, A. (2017) · Biology · doi:10.3390/biology7010004 · Cited by 22
Silkina, A., Nelson, G. D., Bayliss, C. E., Pooley, C. L., & Day, J. (2017) · Journal of Applied Phycology · doi:10.1007/s10811-017-1066-x · Cited by 22
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Metadata
- Authors
- Mayers, J. J., Flynn, K. J., & Shields, R. J.
- Affiliations
- Swansea University (GB)
- Corresponding author
- Flynn, Kevin J.
- Venue
- Bioresource Technology
- Publisher
- Elsevier BV
- Published
- 2013-11
- Volume
- 148
- Pages
- 215-220
- ISSN
- 0960-8524 (ISSN-L)
- OpenAlex
- W1965058293
- Cited by
- 179
- References
- 37
- Citations by year
- 2026: 9 · 2025: 12 · 2024: 14 · 2023: 17 · 2022: 10 · 2021: 27 · 2020: 18 · 2019: 23 · 2018: 8 · 2017: 13 · 2016: 15 · 2015: 6 · 2014: 7
- FWCI
- 8.88
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Bioresource Technology (publishedVersion)
- PubMed (publishedVersion)
- Chalmers Publication Library (Chalmers University of Technology) (submittedVersion)
- Chalmers Research (Chalmers University of Technology) (submittedVersion)
- Topics
- Physical Sciences › Chemistry › Analytical Chemistry › Spectroscopy and Chemometric Analyses
- Physical Sciences › Energy › Renewable Energy, Sustainability and the Environment › Algal biology and biofuel production
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Biophysics › Spectroscopy Techniques in Biomedical and Chemical Research
- Keywords
- microalgal biomass, biochemical composition, lipid content, protein content, carbohydrate content, FTIR spectroscopy, non-destructive analysis, univariate regression, Nannochloropsis, nitrogen starvation
- MeSH terms
- Absorption, Carbohydrates, Carbon, Lipids, Models, Theoretical, Nitrogen, Proteins, Reference Standards, Time Factors, Spectroscopy, Fourier Transform Infrared, Biomass, Microalgae, Batch Cell Culture Techniques
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