Monitoring of microalgal cultivations with on-line, flow-through microscopy
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The possibility of measuring cell count online together with statistics on cell size has been investigated by employing an in-situ, flow-through microscope installed in a microalgae cultivation bypass.
“The possibility of measuring cell count online together with statistics on cell size has been investigated by employing an in-situ, flow-through microscope installed in a microalgae cultivation bypass (Havlik et al. 2013b).”
From Software sensors in the monitoring of microalgae cultivations (2024) · cites this paper as Havlik et al. 2013b
In-situ microscopy with automatic image evaluation, reflectance, multispectral absorbance, color measurement or FTIR spectroscopy could be employed for early detection of contaminating organisms in microalgal cultivations.
“Here, an early detection of contaminating organisms is very important and the in-situ microscopy with automatic image evaluation, reflectance, multispectral absorbance, color measurement or FTIR spectroscopy could be employed [22,33,67,90].”
From On-Line Monitoring of Biological Parameters in Microalgal Bioprocesses Using Optical Methods (2022) · cites this paper as [90]
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Carney, L. T., & Lane, T. W. (2014) · Frontiers in Microbiology · doi:10.3389/fmicb.2014.00278 · Cited by 209 · see citing works
On-Line Monitoring of Large Cultivations of Microalgae and Cyanobacteria
Havlik, I., Lindner, P., Scheper, T., & Reardon, K. F. (2013) · Trends in Biotechnology · doi:10.1016/j.tibtech.2013.04.005 · Cited by 131 · see citing works
Self-citationOn-line soft sensing in upstream bioprocessing
Randek, J., & Mandenius, C.-F. (2018) · Critical Reviews in Biotechnology · doi:10.1080/07388551.2017.1312271 · Cited by 86 · see citing works
On-Line Monitoring of Biological Parameters in Microalgal Bioprocesses Using Optical Methods
Havlik, I., Beutel, S., Scheper, T., & Reardon, K. F. (2022) · Energies · doi:10.3390/en15030875 · Cited by 73 · see citing works
Self-citationSoftware sensors in the monitoring of microalgae cultivations
Porras Reyes, L., Havlik, I., & Beutel, S. (2024) · Reviews in Environmental Science and Bio/Technology · doi:10.1007/s11157-023-09679-8 · Cited by 48 · see citing works
“Online monitoring of cell count and cell morphology that could be used for online estimation of cultivation productivity was carried out by using the in situ microscope (Havlik et al. 2013b; Marba-Arde-bol et al. 2019).”
Self-citationDębowski, M., Kazimierowicz, J., & Zieliński, M. (2025) · Applied Sciences · doi:10.3390/app15137324 · Cited by 30 · see citing works
- Authors
- Havlik, I., Reardon, K. F., Ünal, M., Lindner, P., Prediger, A., Babitzky, A., Beutel, S., & Scheper, T.
- Affiliations
- Leibniz University Hannover (DE)
- Colorado State University (US)
- Corresponding author
- Havlik, Ivo
- Venue
- Algal Research
- Publisher
- Elsevier BV
- Published
- 2013-07
- Volume
- 2
- Issue
- 3
- Pages
- 253-257
- ISSN
- 2211-9264 (ISSN-L)
- OpenAlex
- W2006835899
- Cited by
- 56
- References
- 0
- Citations by year
- 2026: 5 · 2025: 6 · 2024: 5 · 2023: 1 · 2022: 8 · 2021: 7 · 2020: 5 · 2019: 3 · 2018: 4 · 2017: 3 · 2016: 3 · 2015: 4 · 2014: 1 · 2013: 1
- FWCI
- 1.09
- Type
- journal article
- Language
- en
- Open access
- green
- repo.uni-hannover.de
- Licence
- cc-by-nc-nd
- Locations
- Algal Research (publishedVersion)
- Institutional Repository of Leibniz Universität Hannover (Leibniz Universität Hannover) (submittedVersion, cc-by-nc-nd)
- Leibniz Universität Hannover (cc-by-nc-nd)
- Funders
- Colorado State University
- Topics
- Physical Sciences › Energy › Renewable Energy, Sustainability and the Environment › Algal biology and biofuel production
- Physical Sciences › Environmental Science › Water Science and Technology › Water Quality Monitoring Technologies
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Biophysics › Cell Image Analysis Techniques
- Keywords
- microalgae cultivation, in situ monitoring, cell concentration measurement, cell size distribution, cell morphology, Chlamydomonas reinhardtii, Chlorella vulgaris, photobioreactors, process control, image processing, demographic change
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Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
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