Phosphorus Loading Drives Microalgal Community Changes and Enhances Nutrient Removal in Photobioreactors Treating Synthetic Wastewater
Abstract
1. Introduction
- Decoupling phosphorus effects through a tightly controlled synthetic medium where only phosphorus loading is varied while carbon and nitrogen remain constant.
- Utilizing straightforward, replicable photobioreactors that simulate natural algal growth conditions (light, temperature, and retention time) while allowing precise manipulation of nutrient inputs.
- Tracking eutrophic community shifts to link phosphorus-driven changes in algal composition (particularly chlorophytes and filamentous cyanobacteria such as Anabaena spp.) directly to nutrient removal performance.
2. Results
2.1. Microalgal Community Composition and Dynamics
2.2. Physicochemical Results
2.2.1. Hydrogen Potential (pH)
2.2.2. Chlorophyll a
2.2.3. Total Suspended Solids and Volatile Suspended Solids
2.3. Nutrient Removal Efficiency
2.4. Inter-Parameter Relationships
3. Discussion
4. Materials and Methods
4.1. Experimental Protocol
- Bioreactor A (C/N/P: 100/5/1):
- ○
- 250 mg/L of glucose or 100 mg/L of C;
- ○
- 30 mg/L of sodium nitrate or 5 mg/L of N;
- ○
- 5.5 mg/L of sodium hydrogen phosphate or 1 mg/L of P.
- Bioreactor B (C/N/P: 100/5/10):
- ○
- 250 mg/L of glucose or 100 mg/L of C;
- ○
- 30 mg/L of sodium nitrate or 5 mg/L of N;
- ○
- 61.33 mg/L of sodium hydrogen phosphate or 10 mg/L of P.
- Bioreactor C (C/N/P: 100/5/20):
- ○
- 250 mg/L of glucose or 100 mg/L of C;
- ○
- 30 mg/L of sodium nitrate or 5 mg/L of N;
- ○
- 122.6 mg/L of sodium hydrogen phosphate or 20 mg/L of P.
4.2. Study Technique
4.2.1. pH Measurement
4.2.2. Total Suspended Solids (TSS)
4.2.3. Volatile Suspended Solids (VSS)
4.2.4. Chlorophyll a Assay
4.3. Study of Algal Microflora
4.4. Calculation of Nutrient Removal Efficiencies
4.5. Statistical Analysis
5. Conclusions
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| C | Carbon (used in nutrient ratios such as C/N/P) |
| N | Nitrogen (used in nutrient ratios such as C/N/P) |
| P | Phosphorus (used in nutrient ratios such as C/N/P) |
| C/N/P | Carbon/nitrogen/phosphorus stoichiometric ratio |
| TSS | Total suspended solids |
| VSS | Volatile suspended solids |
| VSS/TSS | Ratio of volatile to total suspended solids |
| ANOVA | Analysis of variance |
| HSD | Honest significant difference |
| SD | Standard deviation (reported with mean values) |
| CV | Coefficient of variation |
| OD | Optical density (spectrophotometric absorbance) |
| bCOD | Biodegradable chemical oxygen demand |
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| Bioreactors | Species/Type | Mean Abundance (Cells/L ± SD) | Zooplankton Presence |
|---|---|---|---|
| A | Scenedesmus spp. | 3.0 ± 0.6 × 107 | Stylonychia spp., ciliates |
| Chlorella spp. | 6.2 ± 1.1 × 108 | ||
| Navicula spp. | 5.0 ± 1.0 × 106 | ||
| Filamentous algae | 2.5 ± 0.5 × 107 | ||
| B | Scenedesmus spp. | 2.2 ± 0.4 × 109 | Stylonychia spp., ciliates, with strong activity |
| Chlorella spp. | 4.5 ± 0.9 × 108 | ||
| Navicula spp. | 3.0 ± 0.6 × 108 | ||
| Filamentous algae | 5.0 ± 1.0 × 107 | ||
| C | Scenedesmus spp. | 2.0 ± 0.4 × 108 | Stylonychia spp., ciliates, with strong activity |
| Chlorella spp. | 7.0 ± 1.4 × 109 | ||
| Navicula spp. | 1.2 ± 0.2 × 107 | ||
| Filamentous algae | 6.0 ± 1.2 × 108 |
| DF | Sum of Squares | Mean Square | F-Value | p-Value | |
|---|---|---|---|---|---|
| A | 2 | 2.00 × 1019 | 1.00 × 1019 | 3.96772 | 0.02959 * |
| B | 3 | 3.89 × 1019 | 1.30 × 1019 | 5.14337 | 0.00547 ** |
| Model | 5 | 5.89 × 1019 | 1.18 × 1019 | 4.67311 | 0.00284 ** |
| Error | 30 | 7.56 × 1019 | 2.52 × 1018 | ||
| Corrected Total | 35 | 1.35 × 1020 |
| Bioreactors | pH | Ch a (µg/L) | TSS (mg/L) | VSS (mg/L) | VSS/TSS (%) |
|---|---|---|---|---|---|
| A | 7.47 ± 0.25 a | 11 ± 0.2 c | 12.26 ± 0.81 b | 8.57 ± 0.56 b | 69.93 a |
| B | 7.17 ± 0.16 a | 28.02 ± 4.53 b | 14.74 ± 0.63 b | 10.31 ± 0.45 b | 69.97 a |
| C | 7.73 ± 0.5 a | 43.9 ± 2.79 a | 22.8 ± 1.6 a | 15.96 ± 1.13 a | 70 a |
| F | 2.09 | 86 | 75.65 | 74.93 | 1.42 |
| p | 0.20 ns | <0.0001 *** | <0.0001 *** | <0.0001 *** | 0.313 |
| CV% | 4.5 | 11.12 | 6.61 | 6.66 | 0.03 |
| Bioreactors | P Load (mg/L) | bCOD Removal (%) | N Removal (%) | P Removal (%) |
|---|---|---|---|---|
| A | 1 | 68.5 ± 3.2 c | 62.1 ± 2.8 c | 45.3 ± 4.1 c |
| B | 10 | 76.8 ± 2.1 b | 70.5 ± 3.1 b | 65.7 ± 3.5 b |
| C | 20 | 84.9 ± 1.8 a | 77.8 ± 2.5 a | 71.2 ± 2.9 a |
| F-value | 98.45 | 85.72 | 92.13 | |
| p-value | <0.0001 | <0.0001 | <0.0001 |
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Laabassi, A.; Fercha, A.; Bellucci, S.; Postiglione, A.; Maresca, V.; Dentato, M.; Boudehane, A.; Amira, L.; Saada, F.Z.; Boukehil, R.; et al. Phosphorus Loading Drives Microalgal Community Changes and Enhances Nutrient Removal in Photobioreactors Treating Synthetic Wastewater. Plants 2026, 15, 351. https://doi.org/10.3390/plants15030351
Laabassi A, Fercha A, Bellucci S, Postiglione A, Maresca V, Dentato M, Boudehane A, Amira L, Saada FZ, Boukehil R, et al. Phosphorus Loading Drives Microalgal Community Changes and Enhances Nutrient Removal in Photobioreactors Treating Synthetic Wastewater. Plants. 2026; 15(3):351. https://doi.org/10.3390/plants15030351
Chicago/Turabian StyleLaabassi, Ayache, Azzedine Fercha, Stefano Bellucci, Alessia Postiglione, Viviana Maresca, Martina Dentato, Asma Boudehane, Laribi Amira, Fatma Z. Saada, Rodeina Boukehil, and et al. 2026. "Phosphorus Loading Drives Microalgal Community Changes and Enhances Nutrient Removal in Photobioreactors Treating Synthetic Wastewater" Plants 15, no. 3: 351. https://doi.org/10.3390/plants15030351
APA StyleLaabassi, A., Fercha, A., Bellucci, S., Postiglione, A., Maresca, V., Dentato, M., Boudehane, A., Amira, L., Saada, F. Z., Boukehil, R., & Djenien, Z. (2026). Phosphorus Loading Drives Microalgal Community Changes and Enhances Nutrient Removal in Photobioreactors Treating Synthetic Wastewater. Plants, 15(3), 351. https://doi.org/10.3390/plants15030351

