Dual-Purpose Biological Systems: Enhancing Wastewater Treatment and Biogas Generation with Duckweed and Microorganisms—A Systematic Review
Abstract
1. Introduction
2. Methodology
2.1. Selection Process (Inclusion and Exclusion Criteria)
- (1)
- Initial Title and Abstract Screening: First, articles were identified based on their titles. At this stage, 281 records were comprehensively screened. A total of 166 papers were excluded because they did not focus on biological processes or biomass-related treatments, the full text was not available, or they lacked technical alignment with the scope of this study.
- (2)
- Full-Text Eligibility Assessment: The remaining 115 articles were retrieved for a full-text review to assess their suitability and compatibility with the article scope. After 29 papers were excluded due to incomplete data, the final selection of 86 studies was established. Articles were included if they provided empirical data on treatment efficiency, biomass growth, biogas yield or essential parameters describing the fundamental mechanisms and parameters of the treatment process.
- Studies focusing solely on strictly chemical or mechanical treatment methods.
- Papers where the full text was unavailable or lacked peer-review validation, or failed to provide clear descriptive insights into the core process mechanisms.
- Outdated studies that have been superseded by more recent, comprehensive research (focus was placed on the last 10 years). Selected landmark papers or foundational methodological studies older than 10 years (e.g., Abdel-Raouf et al., 2012 [27]) were exceptionally included due to their critical relevance to the field.
2.2. Data Synthesis
3. Plant and Microbial Candidates for Wastewater Treatment Characterization
3.1. Microalgae General Objectives
3.1.1. Contaminants’ Removal
3.1.2. Biomass Production
3.1.3. Energy Production
3.1.4. Advantages/Disadvantages
3.2. General Objectives with Duckweed
3.2.1. Contaminants Removal
3.2.2. Biomass Production
3.2.3. Advantages/Disadvantages
3.3. Fungi General Objectives
- pH—depending on the fungi type, different pH values are desired for the most efficient performance. Generally, fungi need to have the ability to grow in a pH over 7,
- Temperature—this plays an important role in fungal growth, metabolism, and electricity generation using fungal cells. It facilitates the cell’s metabolism and enzymatic reactions. The majority of fungi are mesophiles and thrive at temperatures between 20 and 40 °C.
- Ionic strength—a higher ionic conductivity influences the fungal cell.
- Salinity—about 90% of fungi can grow at a salinity between 3 and 6; fungi species can grow better in a salty environment.
- The occurrence of contamination or genetic instability within the fungal population influences wastewater hydrolysis, fungal production, and finally the overall product yield.
3.3.1. Contaminants Removal
3.3.2. Biomass Production
3.3.3. Energy Production
3.3.4. Advantages/Disadvantages
3.4. Bacteria General Objectives
Contaminants Removal
3.5. Hybrid Systems’ (Co-Cultures) General Objectives
3.5.1. Contaminants Removal
3.5.2. Biomass Production
3.5.3. Advantages/Disadvantages
4. Discussion
5. Challenges and Future Directions
6. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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| Microalgae | Wastewater Type | Pollutant | Removal Efficiency, % | Reference |
|---|---|---|---|---|
| Chlorella sp. | Municipal | COD | ≤90.8 | [28] |
| ≤93.9 | ||||
| TN * | ≤89.1 | |||
| TP ** | ≤90.6 | |||
| Chlorella vulgaris | Agricultural | COD | ≤96.0 | [28] |
| ≤81.2 | ||||
| TN * | ≤91 | |||
| TP ** | ≤85.3 | |||
| Scenedesmus sp. | Agricultural | COD | 96.2 | [38] |
| TN * | 88.2 | |||
| TP ** | 71.5 | |||
| Chrococcus sp. | Sewage treatment plant, municipal, slaughterhouse | COD | 45–72 | [38] |
| 90–98 | ||||
| Chlorella vulgaris | Factory wastewater Municipal wastewaters | N | 81.5–92.6 | [37] |
| P | 80.5–94.1 | |||
| N | 90.2 | |||
| P | 85.5 | |||
| C. sorokiniana | Municipal Mixture of municipal and piggery wastewater | N | 35–93 | [37] |
| P | 65–100 | |||
| N | 100 | |||
| P | 40–60 | |||
| Chlorella vulgaris, Scenedesmus obliquus, Consortium C. | Urban wastewater | N | 84–98 | [37] |
| P | 92–100 | |||
| Nannochloropsis gaditana Chlorella Scendesmus Tetradesmus | Real wastewater (COD = 498 mg/L) (laboratory scale) | COD | 54 | [24] |
| 47 | ||||
| Chlorella sorokiniana | Real wastewater (laboratory scale) COD = 49 mg/L = 34.1 mg/L = 4.9 mg/L | COD | 37 | [24] |
| 70 | ||||
| Chlorella sp. Scendesmus sp. | Real wastewater (laboratory scale) COD = 249 mg/L TN = 63 mg/L TP = 6.7 mg/L | COD | 97 | [24] |
| TN * | 88 | |||
| TP ** | 88 | |||
| Cyanobacteria Diatoms Green algae | Real wastewater COD = 593 mg/L = 72 mg/L = 16 mg/L | COD | 91 | [24] |
| 99 | ||||
| TP | 49 | |||
| Chlorella and Diatoms | Real wastewater (laboratory scale) COD = 517 mg/L = 86 mg/L = 43 mg/L | COD | 95 | [24] |
| 99 | ||||
| TP | 46 | |||
| Chlamydomonas sp. | Municipal wastewater (secondary effluent) (laboratory scale) | TN * | 77.57 | [33] |
| TP ** | 100 | |||
| Coelastrum microporum | Municipal wastewater (laboratory scale) | TN * | 88 | [33] |
| TP ** | 89 | |||
| Mucidosphaerium pulchellum | Domestic wastewater (laboratory scale) | TN | 79 | [33] |
| TP ** | 49 |
| Wastewater Type | Microalgae | Biomass Yield/Productivity | Additional Information | Reference |
|---|---|---|---|---|
| Aquaculture wastewater | Parachlorella kessleri | 0.015 g/(L·d) | Nutrient uptake (mg/L/d) -3, 0.14, TP–0.7 | [30] |
| Anaerobic digestate | Chlorphyceae | 0.06 g/(L·d) | Nutrient uptake (mg/L/d) 20, TP − 4 | [30] |
| Municipal wastewater | Scendeesmus obliquus | 0.08 g/(L·d) | Nutrient uptake (mg/L/d) TN–4.4, TP–0.9 | [30] |
| Agro-industrial wastewater | Chlamydomonas sp. | 0.3 g/(L·d) | Nutrient uptake (mg/L/d) 19.2, 1.5, TP–4.5 | [30] |
| The Cleveland Bay municipal WWTP | Oedognium | 3.57 t/ha (after 49 d) | - | |
| Domestic wastewater | Chlorella variabilis | 1.72 g/L | - | [36] |
| Domestic wastewater | Scenedesmus abundans | 3.55 g/L | - | [36] |
| Municipal wastewater | Scenedesmus obliquus | 0.22 g/L | - | [36] |
| Domestic wastewater | Chlorella sp. | 0.73–1.38 mg/(L·d) | - | [36] |
| Municipal wastewater | Scenedesmus sp. | 1.81 g/L | - | [36] |
| Municipal wastewater | Scenedesmus sp. | 1.1 g/L | - | [36] |
| Municipal wastewater | Chlorella sorokiniana | 1 g/L | - | [36] |
| - | Mucidosphaerium pulchellum | 0.1889 kg/m3/d | - | [33] |
| - | Chlamydomonas sp. | 0.0552 kg/(m3·d) | - | [33] |
| - | Chlorella zofingiensis | 0.29616 kg/(m3·d) | - | [33] |
| - | Coelastrum microporum | 0.044 kg/(m3·d) | - | [33] |
| - | Oocystis sp. | 0.02525 kg/(m3·d) | - | [33] |
| Pollutant | Removal Efficiency, % | Scale Maturity | Reference |
|---|---|---|---|
| 59 | Laboratory scale | [60] | |
| BOD | 50–95 | Laboratory-scale | [49] |
| 80–90 | Full-scale | [61] | |
| 54 | Laboratory scale | [60] | |
| COD | 50–95 | Laboratory scale | [49] |
| 60–80 | Full-scale | [61] | |
| TSS | 63 | Laboratory scale | [60] |
| 80–90 | Full-scale | [57] | |
| TDS | 9 | Laboratory scale | [60] |
| EC | 5 | Laboratory scale | [60] |
| NH3 − N | 63 | Laboratory scale | [60] |
| 80–90 | Full-scale | [61] | |
| NO2 − N | 64 | Laboratory scale | [60] |
| NO3 − N | 63 | Laboratory scale | [60] |
| TN **** | 63 | Laboratory scale | [60] |
| 60–90 | Full-scale | [61] | |
| TP ***** | 65 | Laboratory scale | [60] |
| 9–61 | Laboratory scale | [49] | |
| 70–95 | Full-scale | [61] | |
| Fecal coliform bacteria | 96 | Laboratory scale | [60] |
| Total bacteria count | 98 | Laboratory scale | [60] |
| HMs | 38–80 | Full-scale | [61] |
| Conductivity, µS/cm | Duckweed Growth, g/d | COD Removal, mg/m2d | Removal, mg/m2d | TKN * Removal, mg/m2d |
|---|---|---|---|---|
| 200 | 2.92 | 84.67 | 12.66 | 9.73 |
| 600 | 4.74 | 577.77 | 30.26 | 64.99 |
| 1000 | 4.82 | 642.74 | 31.58 | 77.99 |
| 1400 | 3.14 | 413.19 | 25.37 | 69.63 |
| 1800 | 3.44 | 275.46 | 22.38 | 77.99 |
| 2200 | 2.56 | 91.82 | 26.86 | 75.2 |
| 2600 | 2.36 | 137.73 | 23.38 | 77.99 |
| 300 | 1.50 | 137.73 | 17.90 | 77.99 |
| S. polyrhiza | L. minor | L. punctata | Polyculture | |
|---|---|---|---|---|
| Average biomass production *, g of dry mass/m2 | 25.95 | 33.42 | 38.02 | 35.94 |
| Pollutant | Removal Efficiency, % | Reference |
|---|---|---|
| COD | 0–72 | [65] |
| BOD | 53–72 | [65] |
| TN | 22–93 | [65] |
| 27–90 | [65] | |
| 49–77 | [65] | |
| 12–100 | [65] | |
| 34–77 | [65] |
| Fungi | Pollutant | Wastewater Type |
|---|---|---|
| Aspergillus niger, Rhizopus oryzae, Saccharomyces cerevisiae, Penicillum chrysogenum | Cr | Industrial |
| Candida sphaerica | Fe, Zn, Pb | Industrial |
| Candia sp. | Cu, Ni | Industrial |
| Candida porapsilosis | Hg | Industrial |
| Sphaerotilusnatans Gloephyllumsepiarium | Cr | Industrial |
| Aspergillus niger | Fe | Industrial |
| Trametes versicolor | Salicylic acid, codeine, ceflalexine, acridone, ciprofloxacine, propanolol | Urban wastewater |
| Penicillumcorylophilum | Suspended solids | Domestic wastewater |
| Bacteria | Contaminant | Removal Mechanism |
|---|---|---|
| Bacillus sp. | RED HE78 (dye) | Enzymatic degradation by azoreductase and laccase |
| Aeromonas sp. | Methyl orange (dye) | Enzymatic degradation by laccase, azoreductase and NADH-DCIP |
| Escherichia coli | Methyl orange (dye) | Enzymatic degradation |
| Micrococcus sp. | Reactive Red–120 (dye) | Enzymatic degradation by azoreductase and laccase |
| Bacillus sp. | Ponceau 4 R (dye) | Enzymatic degradation by azoreductase |
| Anoxybacillus sp. | Direct Black G (dye) | Enzymatic Azoreductase, pyruvate kinase, quinone reductase |
| Acinetobacter sp., Bacillus sp. Pseudomonas aeruginosa, Cellulosimicrobium sp. | Cd | - |
| Bacillus sfirmus, Staphylococcus sp. | Pb | - |
| Enterobacter cloacae, Klebsiella pneumoniae, Bacillus licheniformis | Hg | - |
| Lysinibacillus sphaericus, Bacillus safensis | Co, Cu, Cr, Pb, Cd | - |
| Geobacter sp., Pseudomonas fluorescens, Vibrio harveyi, Pseudomonas aeurigonsa | Mn, Fe, Cu, U, Zn | |
| Pseudomonas aeruginosa, Aeromonas sp. | Cu, Ni, Cr, U |
| Microalgae/Bacteria | Effect |
|---|---|
| Microalgae, aerobic granular sludge enriched by Nitrospirae and Bacilliarophyceae | Improved N and C removal. |
| Lobomonas rostrata and Mesorhizobium loti | The secretion of vitamin B12 allows for the growth of dependent microalgae. |
| C. vulgaris, B. licheniformis, G. lucidum | Fast growth performance. COD, TN, and TP removal >80%. |
| C. vulgaris, A. beijerinckii | Microalgae biomass production increased by 71.8%. COD, and removal rates increased by 20.8, 18.5 and 8.9%, respectively. |
| Organisms | Pollutant | Removal Efficiency, % | Reference |
|---|---|---|---|
| Fungal and bacterial biomass | COD | 34 (pH = 3.5) | [65] |
| 80 (pH = 4.0) | |||
| 68 (pH = 4.5) | |||
| Aspergillus sp. Chlorella sp. | COD | 70.68 | [71] |
| TN | 67.09 | ||
| TP | 88.39 | ||
| Aspergillus fumigatus Chlorella protothecoides | 73.71 | [71] | |
| 55.56 | |||
| Ganoderma lucidum Chlorella vulgaris | COD | 79.74 | [71] |
| TN | 74.28 | ||
| TP | 85.37 | ||
| Chlorella pyrenoidosa and landfill leachate | TN | 90 | [42] |
| Chlorella vulgaris and Ganoderma lucidum (fungus) | COD | 79 | [42] |
| TN | 76 | ||
| TP | 85 |
| Organisms | Wastewater Type | Biomass Yield or Productivity | Reference |
|---|---|---|---|
| Aspergillus sp. Chlorella sp. | Molasses wastewater | 4.215 g/L | [71] |
| Aspergillus fumigatus Chlorella protothecoides | Swine manure wastewater (25% dilution) | ~2 g/L | [71] |
| Ganoderma lucidum Chlorella vulgaris | Biogas slurry (CO2 initial concentration 55%) | 0.174 g/(L·d) | [71] |
| Chlorella pyrenoidosa and landfill leachate bacteria | Municipal wastewater and landfill leachate | 1.58 g/L | [42] |
| C. vulgaris and Ganoderma lucidum (fungus) | Anaerobically digested swine wastewater | 4.77 g/L | [42] |
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Grzegorzek, M.; Jurga, A.; Rodziewicz, T.; Zimoch, I.; Kalka, J.; Łobos-Moysa, E.; Kaźmierczak, B. Dual-Purpose Biological Systems: Enhancing Wastewater Treatment and Biogas Generation with Duckweed and Microorganisms—A Systematic Review. Sustainability 2026, 18, 6372. https://doi.org/10.3390/su18126372
Grzegorzek M, Jurga A, Rodziewicz T, Zimoch I, Kalka J, Łobos-Moysa E, Kaźmierczak B. Dual-Purpose Biological Systems: Enhancing Wastewater Treatment and Biogas Generation with Duckweed and Microorganisms—A Systematic Review. Sustainability. 2026; 18(12):6372. https://doi.org/10.3390/su18126372
Chicago/Turabian StyleGrzegorzek, Martyna, Anna Jurga, Tomasz Rodziewicz, Izabela Zimoch, Joanna Kalka, Ewa Łobos-Moysa, and Bartosz Kaźmierczak. 2026. "Dual-Purpose Biological Systems: Enhancing Wastewater Treatment and Biogas Generation with Duckweed and Microorganisms—A Systematic Review" Sustainability 18, no. 12: 6372. https://doi.org/10.3390/su18126372
APA StyleGrzegorzek, M., Jurga, A., Rodziewicz, T., Zimoch, I., Kalka, J., Łobos-Moysa, E., & Kaźmierczak, B. (2026). Dual-Purpose Biological Systems: Enhancing Wastewater Treatment and Biogas Generation with Duckweed and Microorganisms—A Systematic Review. Sustainability, 18(12), 6372. https://doi.org/10.3390/su18126372

