A Holistic Approach to Circular Bioeconomy Through the Sustainable Utilization of Microalgal Biomass for Biofuel and Other Value-Added Products
Open accessAbstract
Emissions from transportation and industry primarily cause global warming, leading to floods, glacier melt, and rising seas. Widespread greenhouse gas emissions and resulting global warming pose significant risks to the environment, economy, and society. The need for alternative fuels drives the development of third-generation feedstocks: microalgae, seaweed, and cyanobacteria. These microalgae offer traits like rapid growth, high lipid content, non-competition with human food, and growth on non-arable land using brackish or waste water, making them promising for biofuel. These unique phototrophic organisms use sunlight, water, and carbon dioxide (CO 2 ) to produce biofuels, biochemicals, and more. This review delves into the realm of microalgal biofuels, exploring contemporary methodologies employed for lipid extraction, significant value-added products, and the challenges inherent in their commercial-scale production. While the cost of microalgae bioproducts remains high, utilizing wastewater nutrients for cultivation could substantially cut production costs. Furthermore, this review summarizes the significance of biocircular economy approaches, which encompass the utilization of microalgal biomass as a feed supplement and biofertilizer, and biosorption of heavy metals and dyes. Besides, the discussion extends to the in-depth analysis and future prospects on the commercial potential of biofuel within the context of sustainable development. An economically efficient microalgae biorefinery should prioritize affordable nutrient inputs, efficient harvesting techniques, and the generation of valuable by-products. Graphical Abstract:
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TL;DR
This review argues that microalgal biomass can support a circular bioeconomy by coupling wastewater-based cultivation with biofuel production and valorization of de-oiled residues into feed, fertilizer, and biosorbents. It synthesizes lipid extraction, genetic engineering, biorefinery, and techno-economic/LCA challenges, concluding that commercial viability still depends on cheaper nutrients, efficient harvesting, and high-value by-products.
Key findings
- Microalgae can produce oil yields 5–20 times higher than palm oil on an equal area basis, and biodiesel from microalgae oil can reduce CO₂ emissions by 78%; biomethane yields from microalgal biomass ranged from 140 to 380 mL CH₄/g volatile solids.
- Lipid-extracted/de-oiled microalgal biomass can be valorized into bioethanol, biohydrogen, biomethane, biofertilizer, animal feed, and biosorbents; examples include up to 7.5% replacement of feed ingredients for pigs and poultry, up to 10% fishmeal/soy protein replacement for juvenile red drum, and 86% methylene blue removal within 24 h by Microspora sp. de-oiled biomass.
- Techno-economic estimates show one tonne of algae costing $150–$6,000, biodiesel costs of $8.52–$18.10 per gallon from open ponds and $9.84–$20.53 per gallon from photobioreactors, and $2.80 per liter for 10,000 tonnes of microalgae with 30% lipids; genetically modified strains in fully lined open raceway ponds may cost up to 25% more than unlined counterparts, with air-supported greenhouse ponds estimated at $60,000 per hectare.
- Biofertilizer potential includes Arthrospira sp. containing 6.70% N, 2.47% P, and 1.14% K; heavy-metal biosorption examples include Chlorella removing 65% of Cd at 5.62 mg Cd/L and Scenedesmus/Chlorella removing 48%/31% of 20 mg Cr/L.
Methods
- Narrative review synthesizing contemporary literature on microalgal biofuels, lipid extraction methods, value-added products, genetic engineering, feed/fertilizer/biosorbent applications, and circular biorefinery approaches.
- No primary experimental sample or new dataset is reported; the paper compiles and discusses prior studies and includes summary tables on microalgal biochemical content, lipid-extracted biomass utilization, and genetic engineering techniques.
- Main analysis is qualitative synthesis, with techno-economic and life-cycle assessment findings cited from prior studies rather than newly modeled.
Limitations
- The paper states that high production costs, scalability limits, lipid-extraction constraints, resource availability, regulatory/policy barriers, environmental concerns, market acceptance, R&D gaps, infrastructure integration, and long-term sustainability issues impede commercial microalgal biofuel adoption.
- It also states that most wastewater-microalgae research remains lab-scale, with only a few pilot studies, and that more real-world practicality, economics, and LCA work are needed.
- Evident from the text: as a narrative review, it does not describe a systematic search strategy, inclusion criteria, or meta-analysis, and many quantitative claims are drawn from secondary cited studies without independent validation.
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- Premisecitation
Microalgae can produce direct combustion crude algal oil for transportation fuels and biodiesel through solvent extraction and trans-esterification.
“Microalgae can produce direct combustion crude algal oil for transportation fuels and biodiesel through solvent extraction and trans-esterification [15].”
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- Premisecitation
Anaerobic processes like biohydrogen production, biogas digestion, and bioethanol generation can utilize microalgae.
“Anaerobic processes like biohydrogen production, biogas digestion, and bioethanol generation can utilize microalgae [2].”
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- Premisecitation
Microalgae have significant potential as biological resources in industries like medicine, healthcare, feed, and fuel.
“Microalgae have significant potential as biological resources in industries like medicine, healthcare, feed, and fuel.”
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- Premisecitation
Aquatic algae have potential as a valuable feedstock for bioproducts due to their ability to capture carbon and remove nitrogen and phosphorus from wastewater.
“Aquatic algae, found in freshwater, brackish, spring, and salt lake habitats, have potential as a valuable feedstock for bioproducts due to their ability to capture carbon and remove nitrogen (N) and phosphorus (P) from wastewater [6, 7].”
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Large-scale production of genetically modified algal biomass (fourth generation biofuel) is confronted by hurdles including ecological risks, high production costs, concerns about legitimacy, and suboptimal growth rates.
“The realization of large-scale production of genetically modified (GM) algal biomass, referred to as fourth generation biofuel (FGB), is confronted by several hurdles including ecological risks, high production costs, concerns about legitimacy, and suboptimal growth rates, among other factors [20, 21].”
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Microalgae can contribute to a circular bioeconomy, producing biofuels, biohydrogen, and value-added products.
“Microalgae can contribute to a circular bioeconomy, producing biofuels, biohydrogen, and value-added products [3].”
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Complex and hard cell walls of microalgae can be broken down by mechanical, chemical, and enzymatic treatments, making it easier for solvents to penetrate and extract lipids.
“Furthermore, the complex and hard cell walls of microalgae can be broken down by a variety of mechanical, chemical, and enzymatic treatments, which makes it easier for solvents to penetrate and extract the lipids [5, 35].”
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Microalgae oil's high viscosity needs to be reduced during biodiesel production to prevent engine damage from oil sludge accumulation.
“To produce sustainable fuel with smooth engine performance, microalgae oil’s high viscosity needs to be reduced during biodiesel production to prevent engine damage from oil sludge accumulation [34].”
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Access to suitable cultivation sites, water resources, and nutrients poses significant challenges regarding resource availability.
“Access to suitable cultivation sites, water resources, and nutrients poses significant challenges regarding resource availability [26].”
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High production costs impede the commercialization of microalgae biofuels on a large scale.
“High production costs impede their commercialization on a large scale, while limitations in scalability and technological constraints in lipid extraction methods hinder efficient production processes.”
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Microalgae are a rich source of proteins, carbohydrates, lipids, vitamins, and antioxidants, making them valuable for producing high-value products.
“Microalgae are a rich source of proteins, carbohydrates, lipids, vitamins, and antioxidants, making them valuable for producing high-value products [46, 47].”
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Base catalysts can achieve high FAME yields quickly, at low pressure and temperature.
“Base catalysts can achieve high FAME yields quickly, at low pressure and temperature [34, 42–45].”
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Combined enzymatic and mechanical/solvent-free extraction methods are more promising for lowering solvent usage and energy consumption for lipid extraction.
“A more promising approach includes combined enzymatic and mechanical/solvent-free extraction methods to lower solvent usage and energy consumption for extracting lipids efficiently [5, 39].”
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Extreme reaction conditions like high alcohol-to-oil ratio and temperature are necessary for heterogeneous catalysts to accelerate the reaction.
“However, extreme reaction conditions like high alcohol-to-oil ratio and temperature are necessary for these catalysts to accelerate the reaction [5].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [5] Kadir WNA, Lam MK, Uemura Y, Lim JW, Lee KT (2018) Harvesting and pre-treatment of microalgae cultivated in wastewater for biodiesel production: a review. Energy Convers Manag 171:1416–1429. https://doi.org/10.1016/j.enconman.2018.06.074 source
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Integrating microalgae biofuel production systems into existing energy infrastructure and supply chains presents logistical and technical challenges.
“Integrating microalgae biofuel production systems into existing energy infrastructure and supply chains presents logistical and technical challenges.”
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The development cost of microalgae bioproducts remains high.
“However, the development cost of microalgae bioproducts remains high [48].”
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The remaining factors, such as iodine value, viscosity, cetane number, cold properties, distillation temperature, and polyunsaturated fatty acid, are primarily determined by the fatty acid composition.
“The remaining factors, such as iodine value, viscosity, cetane number, cold properties, distillation temperature, and polyunsaturated fatty acid, are primarily determined by the fatty acid composition [5, 40].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [5] Kadir WNA, Lam MK, Uemura Y, Lim JW, Lee KT (2018) Harvesting and pre-treatment of microalgae cultivated in wastewater for biodiesel production: a review. Energy Convers Manag 171:1416–1429. https://doi.org/10.1016/j.enconman.2018.06.074 source
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- Premisecitation
Chaudhary et al. (2017) showed biomass productivity rates of 3.10 to 4 g m−2 d−1 for a mixed microalgae culture across various wastewater variants, including livestock wastewater, greywater, and anaerobically digested slurry.
“Chaudhary et al. (2017) showcased remarkable biomass productivity rates spanning from 3.10 to 4 g m−2 d−1 while cultivating a mixed microalgae culture across various wastewater variants, encompassing livestock wastewater, greywater, and anaerobically digested slurry [51].”
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Limitations in scalability and technological constraints in lipid extraction methods hinder efficient production processes.
“High production costs impede their commercialization on a large scale, while limitations in scalability and technological constraints in lipid extraction methods hinder efficient production processes.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [26] Novoveská L, Nielsen SL, Eroldoğan OT, Haznedaroglu BZ, Rinkevich B, Fazi S, Robbens J, Vasquez M, Einarsson H (2023) Overview and challenges of large-scale cultivation of photosynthetic microalgae and cyanobacteria. Mar Drugs 21. https://doi.org/10.3390/md21080445 source
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Vegetable waste can serve as a valuable nutrient source for cultivating microalgae, thereby mitigating production costs associated with biofuel synthesis.
“A research investigation has unveiled that vegetable waste can serve as a valuable nutrient source for cultivating microalgae, thereby mitigating the production costs associated with biofuel synthesis [50].”
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The constrained concentration of microalgae within growth media derived from wastewater poses a substantial impediment to the commercial feasibility of microalgal biofuel production.
“Nonetheless, notwithstanding these auspicious discoveries, the constrained concentration of microalgae within growth media derived from wastewater, as underscored by Rana et al. [52], poses a substantial impediment to the commercial feasibility of microalgal biofuel production.”
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DMB benefits shrimp pigmentation.
“Ju et al. [98] found that it benefits shrimp pigmentation.”
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In Chlorella pyrenoidosa, core metabolic model targeting enhanced pigment production improved pigment yield.
“| 2 | Chlorella pyrenoidosa | 56.99 | Core metabolic model | Enhanced pigment production | Phenotypic assays, pigment quantification | Endogenous promoters or heterologous expression constructs | Improved pigment yield | Food coloring, pharmaceuticals | [90] |”
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Reports show the feasibility of producing bioethanol from algal biomass, particularly lipid-extracted biomass, which can be converted into simple sugars through saccharification and fermented to produce ethanol.
“Despite corn and sugarcane being the main sources of bioethanol, reports show the feasibility of producing it from algal biomass, particularly lipid-extracted biomass, which can be converted into simple sugars through saccharification and fermented to produce ethanol [77–79].”
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- Interpretationreasoning
Targeted genetic modifications can enhance lipid productivity, stress tolerance, and nutrient uptake efficiency in microalgae.
“Through targeted genetic modifications, researchers can enhance traits such as lipid productivity, stress tolerance, and nutrient uptake efficiency.”
Quote in the paperSubstantial claim - Premisecitation
Supplementing diets with microalgal biomass improves growth performance in marine shrimp.
“Studies suggest that supplementing diets with microalgal biomass improves growth performance in pigs [96] and marine shrimp [97].”
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DMB can replace up to 7.5% of other feed ingredients for pigs and poultry.
“Studies show it can replace up to 7.5% of other feed ingredients for pigs and poultry [95].”
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In Chlorella vulgaris, core metabolic model targeting lipid accumulation increased lipid content.
“| 5 | Chlorella vulgaris | 39.08 | Core metabolic model | Lipid accumulation | Lipid quantification, growth rate analysis | Endogenous promoters or heterologous expression constructs | Increased lipid content | Biofuel production, nutritional supplements | [93] |”
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Biogas generation has been achieved through the anaerobic co-digestion of de-oiled microalgae.
“Furthermore, biogas generation has been achieved through the anaerobic co-digestion of de-oiled microalgae [70].”
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In Monoraphidium neglectum, nuclear genetic transformation targeting biotechnological application enhanced biotechnological potential.
“| 6 | Monoraphidium neglectum | 69.71 | Nuclear genetic transformation | Recommended for biotechnological application | Gene knockout confirmation, growth phenotype assessment | Endogenous promoters or heterologous expression constructs | Enhanced biotechnological potential | Bioremediation, pharmaceuticals | [94] |”
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In Chlorella sorokiniana, response to high-density cultivation and UV radiation with fatty acid profiling targeting biofuel increased lipid content and tolerance to environmental stress.
“| 3 | Chlorella sorokiniana | 58.53 | Response to high-density cultivation and UV radiation; fatty acid profiling | Biofuel | Lipid analysis, growth rate measurements | Endogenous promoters or heterologous expression constructs | Increased lipid content, tolerance to environmental stress | Sustainable biofuel production | [91] |”
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Lipids have been successfully produced from both lipid-extracted algal biomass and molasses.
“and lipids have been successfully produced from both lipid-extracted algal biomass and molasses [69].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [69] Zhang D, Dechatiwongse P, del Rio-Chanona E, Maitland G, Hellgardt K, Vassiliadis V (2015) Modelling of light and temperature influences on cyanobacterial growth and biohydrogen production. Algal Res 9:263–274 source
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Supplementing diets with microalgal biomass improves growth performance in pigs.
“Studies suggest that supplementing diets with microalgal biomass improves growth performance in pigs [96] and marine shrimp [97].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [96] Lum KK, Kim J, Lei XG (2013) Dual potential of microalgae as a sustainable biofuel feedstock and animal feed. J Anim Sci Biotechnol 4(1):53. https://doi.org/10.1186/2049-1891-4-53 source
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- Premisecitation
Genetic modification of the photosynthetic system via knockouts, replacements, or insertions enhances biomass content in microalgae.
“This method involves knockouts, replacements, or insertions into the photosynthetic system, proving beneficial for enhancing biomass content [86].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [86] Chaturvedi V, Goswami RK, Verma P (2020) Genetic engineering for enhancement of biofuel production in microalgae. In: Verma P (ed) Biorefineries: a step towards renewable and clean energy. Springer Singapore, Singapore, pp 539–559 source
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Thermo-alkaline pre-treatment at 100 °C with 8 g/L NaOH increases hydrogen yield threefold, to 45.54 mL/g of inflammable solid.
“For example, thermo-alkaline pre-treatment at 100 °C with 8 g/L NaOH increases hydrogen yield threefold, to 45.54 mL/g of inflammable solid [76].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [76] Yang Z, Guo R, Xu X, Fan X, Luo S (2011) Fermentative hydrogen production from lipid-extracted microalgal biomass residues. Appl Energy 88:3468–3472 source
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- Interpretationreasoning
Converting biomass into biofuel offers an opportunity to produce additional chemicals and biomaterials from residual biomass, increasing its value and reducing waste.
“Converting biomass into biofuel offers an opportunity to produce additional chemicals and biomaterials from residual biomass, increasing its value and reducing waste.”
Quote in the paperSubstantial claim - Premisecitation
Juvenile red drum can tolerate up to 10% replacement of fishmeal and soy protein with DMB.
“Juvenile red drum can tolerate up to 10% replacement of fishmeal and soy protein with DMB [99].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [99] Patterson D, Gatlin DM III (2013) Evaluation of whole and lipid-extracted algae meals in the diets of juvenile red drum (Sciaenops ocellatus). Aquaculture 416:92–98 source
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- Premisecitation
Biomethane yields from microalgal biomass range from 140 to 380 ml of CH4/g volatile solids.
“These experiments resulted in improved biomethane generation, with yields ranging from 140 to 380 ml of CH4/g—volatile solids.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [71] Kasinath A, Fudala-Ksiazek S, Szopinska M, Bylinski H, Artichowicz W, Remiszewska-Skwarek A, Luczkiewicz A (2021) Biomass in biogas production: pretreatment and codigestion. Renew Sust Energ Rev 150:111509 source
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- Premisecitation
Biohydrogen production from dried mixed microalgae biomass using acidogenic bacteria can achieve specific hydrogen yields of 4.9, 3.3, 3.0, and 2.4 mol/kg chemical oxygen demand from different untreated and acid-treated biomass.
“Biohydrogen production from dried mixed microalgae biomass using acidogenic bacteria can achieve specific hydrogen yields of 4.9, 3.3, 3.0, and 2.4 mol/kg chemical oxygen demand from different untreated and acid-treated biomass [66].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [66] Subhash GV, Mohan SV (2014) Deoiled algal cake as feedstock for dark fermentative biohydrogen production: an integrated biorefinery approach. Int J Hydrog Energy 39:9573–9579 source
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- Premisecitation
Microalgae biomass enhances crop growth and yield, comparable to synthetic fertilizers.
“Microalgae biomass enhances crop growth and yield, comparable to synthetic fertilizers [113, 114].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [113] Álvarez-González A, Uggetti E, Serrano L, Gorchs G, Ferrer I, Díez-Montero R (2022) Can microalgae grown in wastewater reduce the use of inorganic fertilizers? J Environ Manag 323:116224. https://doi.org/10.1016/j.jenvman.2022.116224 source
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- cites [114] Castro JS, Calijuri ML, Mattiello EM, Ribeiro VJ, Assemany PP (2020) Algal biomass from wastewater: soil phosphorus bioavailability and plants productivity. Sci Total Environ 711:135088. https://doi.org/10.1016/j.scitotenv.2019.135088 source
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- Premisecitation
Root application of Arthrospira platensis extracts increases leaf number and area, stem diameter, and plant height in papaya plants.
“The biostimulant activity of Arthrospira platensis was evaluated in papaya plants, revealing that root application of these extracts could increase leaf number and area, stem diameter, and plant height [118].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [118] Guedes WA, Araújo RHCR, Rocha JLA, Lima JF, Dias GA, Oliveira ÁMF, Lima RF, Oliveira LM (2018) Production of papaya seedlings using Spirulina platensis as a biostimulant applied on leaf and root. J Exp Agric Int 28:1–9. https://doi.org/10.9734/JEAI/2018/45053 source
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- Premisecitation
Microalgae-based biofertilizers contribute to carbon sequestration.
“Microalgae-based biofertilizers reduce nutrient losses, enhance soil health, contribute to carbon sequestration [8], promote rice plant development, improve soil fertility, and efficiently adsorb heavy metals, thus making them reliable options in an eco-friendly manner [110, 111].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [8] Mutum L, Janda T, Ördög V, Molnár Z (2022) Biologia Futura: potential of different forms of microalgae for soil improvement. Biol Futur 73(1):1–8. https://doi.org/10.1007/s42977-021-00103-2 source
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- Premisecitation
Chlorella sorokiniana improves wheat plant growth through total dry biomass and plant length.
“Additionally, Chlorella sorokiniana improved wheat plant growth through its total dry biomass and plant length, indicating the potential of biostimulants and biofertilizers in microalgae [121].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [121] Kholssi R, Marks EAN, Miñón J, Montero O, Debdoubi A, Rad C (2019) Biofertilizing effect of Chlorella sorokiniana suspensions on wheat growth. J Plant Growth Regul 38:644–649. https://doi.org/10.1007/s00344-018-9879-7 source
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- Premisecitation
MBS facilitate nutrient uptake by altering the plant rhizosphere and metabolic activities.
“Instead, they can facilitate nutrient uptake by altering the plant rhizosphere and metabolic activities.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [116] Drobek M, Frąc M, Cybulska J (2019) Plant biostimulants: importance of the quality and yield of horticultural crops and the improvement of plant tolerance to abiotic stress—a review. Agronomy 9:335 source
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- Premisecitation
Microalgae-based biofertilizers efficiently adsorb heavy metals.
“Microalgae-based biofertilizers reduce nutrient losses, enhance soil health, contribute to carbon sequestration [8], promote rice plant development, improve soil fertility, and efficiently adsorb heavy metals, thus making them reliable options in an eco-friendly manner [110, 111].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [110] Ammar EE, Aioub AA, Elesawy AE, Karkour AM, Mouhamed MS, Amer AA, El-Shershaby NA (2022) Algae as bio-fertilizers: between current situation and future prospective. Saudi J Biol Sci 29:3083–3096 source
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- cites [111] Priya M, Gurung N, Mukherjee K, Bose S (2014) Microalgae in removal of heavy metal and organic pollutants from soil. In: Das S (ed) Microbial Biodegradation and Bioremediation. Elsevier, pp 519–537. https://doi.org/10.1016/B978-0-12-800021-2.00023-6 source
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- Premisecitation
Arthrospira platensis biomass used as organic biofertilizer increases yield in sweet pepper cultivation.
“In another study, A. platensis biomass was used as an organic biofertilizer in sweet pepper cultivation, resulting in increased yield [119].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [119] Aly M, Esawy MA (2008) Evaluation of Spirulina platensis as bio stimulator for organic farming systems. J Genet Eng Biotechnol 6:1–7
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- Premisecitation
Combining DMB waste and inorganic fertilizer increases tomato (Solanum lycopersicum L.) plant growth and yield.
“Combining DMB waste and inorganic fertilizer increases tomato (Solanum lycopersicum L.) plant growth and yield [115].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [115] Silambarasan S, Logeswari P, Sivaramakrishnan R, Incharoensakdi A, Cornejo P, Kamaraj B, Chi NTL (2021) Removal of nutrients from domestic wastewater by microalgae coupled to lipid augmentation for biodiesel production and influence of deoiled algal biomass as biofertilizer for Solanum lycopersicum cultivation. Chemosphere 268:129323 source
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- Premisecitation
Microalgae-based biofertilizers enhance soil health.
“Microalgae-based biofertilizers reduce nutrient losses, enhance soil health, contribute to carbon sequestration [8], promote rice plant development, improve soil fertility, and efficiently adsorb heavy metals, thus making them reliable options in an eco-friendly manner [110, 111].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [110] Ammar EE, Aioub AA, Elesawy AE, Karkour AM, Mouhamed MS, Amer AA, El-Shershaby NA (2022) Algae as bio-fertilizers: between current situation and future prospective. Saudi J Biol Sci 29:3083–3096 source
Not checked in the free run.
- cites [111] Priya M, Gurung N, Mukherjee K, Bose S (2014) Microalgae in removal of heavy metal and organic pollutants from soil. In: Das S (ed) Microbial Biodegradation and Bioremediation. Elsevier, pp 519–537. https://doi.org/10.1016/B978-0-12-800021-2.00023-6 source
Not checked in the free run.
- Premisecitation
Green microalgae and cyanobacteria are used as biofertilizers to improve soil and plant parameters.
“Green microalgae and cyanobacteria are used as biofertilizers to improve soil and plant parameters [103].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [103] Alobwede E, Leake JR, Pandhal J (2019) Circular economy fertilization: testing micro and macro algal species as soil improvers and nutrient sources for crop production in greenhouse and field conditions. Geoderma 334:113–123. https://doi.org/10.1016/j.geoderma.2018.07.049 source
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- Premisecitation
Microalgae-based biofertilizers improve soil fertility.
“Microalgae-based biofertilizers reduce nutrient losses, enhance soil health, contribute to carbon sequestration [8], promote rice plant development, improve soil fertility, and efficiently adsorb heavy metals, thus making them reliable options in an eco-friendly manner [110, 111].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [110] Ammar EE, Aioub AA, Elesawy AE, Karkour AM, Mouhamed MS, Amer AA, El-Shershaby NA (2022) Algae as bio-fertilizers: between current situation and future prospective. Saudi J Biol Sci 29:3083–3096 source
Not checked in the free run.
- cites [111] Priya M, Gurung N, Mukherjee K, Bose S (2014) Microalgae in removal of heavy metal and organic pollutants from soil. In: Das S (ed) Microbial Biodegradation and Bioremediation. Elsevier, pp 519–537. https://doi.org/10.1016/B978-0-12-800021-2.00023-6 source
Not checked in the free run.
- Premisecitation
Anabaena vaginicola and Nostoc calcicola increase weight, root length, height, and leaf number in cucumber, squash, and tomato plants.
“Moreover, Anabaena vaginicola and Nostoc calcicola positively affected cucumber, squash, and tomato plants by increasing their weight, root length, height, and leaf number [120].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [120] Shariatmadari Z, Riahi H, Seyed Hashtroudi M, Ghassempour A, Aghashariatmadary Z (2013) Plant growth promoting cyanobacteria and their distribution in terrestrial habitats of Iran. Soil Sci Plant Nutr 59:535–547. https://doi.org/10.1080/00380768.2013.782253 source
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- Premisecitation
Mixing C. vulgaris and Scenedesmus dimorphus enhances rice plant (Oryza sativa) height.
“Mixing C. vulgaris and Scenedesmus dimorphus enhances rice plant (Oryza sativa) height [111].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [111] Priya M, Gurung N, Mukherjee K, Bose S (2014) Microalgae in removal of heavy metal and organic pollutants from soil. In: Das S (ed) Microbial Biodegradation and Bioremediation. Elsevier, pp 519–537. https://doi.org/10.1016/B978-0-12-800021-2.00023-6 source
Not checked in the free run.
- Premisecitation
Microalgae-based biofertilizers reduce nutrient losses.
“Microalgae-based biofertilizers reduce nutrient losses, enhance soil health, contribute to carbon sequestration [8], promote rice plant development, improve soil fertility, and efficiently adsorb heavy metals, thus making them reliable options in an eco-friendly manner [110, 111].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [110] Ammar EE, Aioub AA, Elesawy AE, Karkour AM, Mouhamed MS, Amer AA, El-Shershaby NA (2022) Algae as bio-fertilizers: between current situation and future prospective. Saudi J Biol Sci 29:3083–3096 source
Not checked in the free run.
- cites [111] Priya M, Gurung N, Mukherjee K, Bose S (2014) Microalgae in removal of heavy metal and organic pollutants from soil. In: Das S (ed) Microbial Biodegradation and Bioremediation. Elsevier, pp 519–537. https://doi.org/10.1016/B978-0-12-800021-2.00023-6 source
Not checked in the free run.
- Premisecitation
Microalgae-based biofertilizers promote rice plant development.
“Microalgae-based biofertilizers reduce nutrient losses, enhance soil health, contribute to carbon sequestration [8], promote rice plant development, improve soil fertility, and efficiently adsorb heavy metals, thus making them reliable options in an eco-friendly manner [110, 111].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [110] Ammar EE, Aioub AA, Elesawy AE, Karkour AM, Mouhamed MS, Amer AA, El-Shershaby NA (2022) Algae as bio-fertilizers: between current situation and future prospective. Saudi J Biol Sci 29:3083–3096 source
Not checked in the free run.
- cites [111] Priya M, Gurung N, Mukherjee K, Bose S (2014) Microalgae in removal of heavy metal and organic pollutants from soil. In: Das S (ed) Microbial Biodegradation and Bioremediation. Elsevier, pp 519–537. https://doi.org/10.1016/B978-0-12-800021-2.00023-6 source
Not checked in the free run.
- Interpretationcitation
Overall, microalgal biomass can be utilized to improve seed germination, flowering, and fruit yield in various plants through application to the leaf or root system.
“Overall, microalgal biomass can be utilized to improve seed germination, flowering, and fruit yield in various plants through application to the leaf or root system.”
Quote in the paperNot a substantial claim - Premisecitation
Cyanobacteria produce metabolites that improve soil fertility and quality.
“Cyanobacteria have been found to produce metabolites that improve soil fertility and quality [104].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [104] Ronga D, Biazzi E, Parati K, Carminati D, Carminati E, Tava A (2019) Microalgal biostimulants and biofertilisers in crop productions. Agronomy 9:192 source
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- Premisecitation
DMP waste is a promising biofertilizer rich in nutrients like potassium (K), N, and P.
“DMP waste is a promising biofertilizer rich in nutrients like potassium (K), N, and P [109].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [109] Dineshkumar R, Kumaravel R, Gopalsamy J, Sikder MNA, Sampathkumar P (2018) Microalgae as bio-fertilizers for rice growth and seed yield productivity. Waste Biomass Valorization 9:793–800 source
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- Premisecitation
Extracts from Scenedesmus quadricauda and Chlorella vulgaris influence root traits and genes in Beta vulgaris, contributing to increased nutrient acquisition.
“Furthermore, extracts from Scenedesmus quadricauda and Chlorella vulgaris exhibited effective biostimulant activity by influencing root traits and genes in Beta vulgaris. This activity can contribute to increased nutrient acquisition in the plant [123].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [123] Barone V, Baglieri A, Stevanato P, Broccanello C, Bertoldo G, Bertaggia M, Cagnin M, Pizzeghello D, Moliterni VMC, Mandolino G, Fornasier F, Squartini A, Nardi S, Concheri G (2018) Root morphological and molecular responses induced by microalgae extracts in sugar beet (Beta vulgaris L.). J Appl Phycol 30:1061–1071. https://doi.org/10.1007/s10811-017-1283-3 source
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- Premisecitation
Acid-treated defatted biomass of S. dimorphus has the highest adsorption capacity for methylene blue.
“Acid-treated defatted biomass of S. dimorphus has the highest adsorption capacity for methylene blue [127].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [127] Chandra TS, Mudliar S, Vidyashankar S, Mukherji S, Sarada R, Krishnamurthi K, Chauhan V (2015) Defatted algal biomass as a non-conventional low-cost adsorbent: surface characterization and methylene blue adsorption characteristics. Bioresour Technol 184:395–404 source
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- Premisecitation
S. platensis DMB can absorb more Cr (VI) than its fresh biomass.
“S. platensis DMB can absorb more Cr (VI) than its fresh biomass [128].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [128] Gokhale S, Jyoti K, Lele S (2008) Kinetic and equilibrium modeling of chromium (VI) biosorption on fresh and spent Spirulina platensis/Chlorella vulgaris biomass. Bioresour Technol 99:3600–3608 source
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- Premisecitation
Chemically modified microalgal waste can selectively biosorb palladium (Pd II) and platinum (Pt IV).
“Chemically modified microalgal waste can selectively biosorb palladium (Pd II) and platinum (Pt IV) [129].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [129] Khunathai K, Inoue K, Ohto K, Kawakita H, Kurata M, Atsumi K, Fukuda H, Alam S (2013) Adsorptive recovery of palladium (II) and platinum (IV) on the chemically modified-microalgal residue. Solvent Extr Ion Exch 31:320–334 source
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- Premisecitation
A year-long pilot-scale PBR with microalgae-treated urban wastewater gave stable results after 10 months.
“Similarly, a year-long pilot-scale PBR with microalgae-treated urban wastewater gave stable results after 10 months [141].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [141] Zurano AS, Cárdenas JG, Serrano CG, Amaral MM, Acién-Fernández F, Sevilla JF, Grima EM (2020) Year-long assessment of a pilot-scale thin-layer reactor for microalgae wastewater treatment. Variation in the microalgae-bacteria consortium and the impact of environmental conditions. Algal Res 50:101983 source
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- Premisecitation
The cost of producing one tonne of algae varies from $150 to $6000, contingent upon assumptions and methodologies applied.
“The cost of producing one tonne of algae was found to vary from $150 to $6000, contingent upon the underlying assumptions and methodologies applied.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [133] Wiatrowski M, Klein BC, Davis RW, Quiroz-Arita C, Tan ECD, Hunt RW, Davis RE (2022) Techno-economic assessment for the production of algal fuels and value-added products: opportunities for high-protein microalgae conversion. Biotechnol Biofuels Bioprod 15:8. https://doi.org/10.1186/s13068-021-02098-3 source
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- Premisecitation
DMB is effective in biosorbing dyes and heavy metals from wastewater.
“DMB is effective in biosorbing dyes and heavy metals from wastewater [17].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [17] Rashid N, Rehman MSU, Han J-I (2013) Recycling and reuse of spent microalgal biomass for sustainable biofuels. Biochem Eng J 75:101–107 source
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- Premisecitation
Pilot studies found high removal rates for pollutants in semi-industrial ponds treating household sewage.
“However, most research has been on a lab scale, with only a few recent pilot studies evaluating, for instance, semi-industrial ponds for treating household sewage and found high removal rates for pollutants [140].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [140] Posadas E, del Mar MM, Gomez C, Acién FG, Muñoz R (2015) Influence of pH and CO2 source on the performance of microalgae-based secondary domestic wastewater treatment in outdoors pilot raceways. Chem Eng J 265:239–248 source
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- Premisecitation
DMB of Microspora sp. achieves 86% removal of methylene blue within 24 h.
“Others used DMB of Microspora sp. for the biosorption of methylene blue, achieving 86% removal within 24 h [16].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [16] Maurya R, Ghosh T, Paliwal C, Shrivastav A, Chokshi K, Pancha I, Ghosh A, Mishra S (2014) Biosorption of methylene blue by de-oiled algal biomass: equilibrium, kinetics and artificial neural network modelling. PLoS One 9:e109545 source
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- Premisecitation
Microalgae biofuel production presents environmental non-competitiveness due to elevated energy consumption during harvesting and oil extraction processes.
“However, the utilization of microalgae in biofuel production, as highlighted by Lardon et al. (2009), presents environmental non-competitiveness due to elevated energy consumption during harvesting and oil extraction processes [28].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [28] Lardon L, Hélias A, Sialve B, Steyer JP, Bernard O (2009) Life-cycle assessment of biodiesel production from microalgae. Environ Sci Technol 43:6475–6481. https://doi.org/10.1021/es900705j source
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- Premisecitation
DMB of Nannochloris oculata has high adsorption capacities for Cr (III/IV).
“DMB of Nannochloris oculata has high adsorption capacities for Cr (III/IV) [130].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [130] Kim EJ, Park S, Hong H-J, Choi Y-E, Yang J-W (2011) Biosorption of chromium (Cr (III)/Cr (VI)) on the residual microalga Nannochloris oculata after lipid extraction for biodiesel production. Bioresour Technol 102:11155–11160 source
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- Premisecitation
Integration of processes in microalgae-based biorefineries can enhance biofuel and value-added product recovery.
“Integration of processes in microalgae-based biorefineries can enhance biofuel and value-added product recovery [132].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [132] Subhadra B (2011) Algal biorefinery-based industry: an approach to address fuel and food insecurity for a carbon-smart world. J Sci Food Agric 91:2–13. https://doi.org/10.1002/jsfa.4207 source
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- Premisecitation
Polysaccharides like glucan found in microalgae promote plant growth by interacting with leucine-rich repeat membrane receptors, activating pathways regulating genes involved in cell proliferation.
“Polysaccharides like glucan found in microalgae promote plant growth by interacting with leucine-rich repeat membrane receptors, activating pathways regulating genes involved in cell proliferation [104].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [104] Ronga D, Biazzi E, Parati K, Carminati D, Carminati E, Tava A (2019) Microalgal biostimulants and biofertilisers in crop productions. Agronomy 9:192 source
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- Classified as probably not a substantial claim. 24
- May combine two claims. 43
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationEco-friendly technologies have reduced India's reliance on fossil fuels for power generation from 68 to 63.05%.
“Eco-friendly technologies have reduced India’s reliance on fossil fuels for power generation from 68 to 63.05% [4].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [4] Purohit P, Chaturvedi V (2018) Biomass pellets for power generation in India: a techno-economic evaluation. Environ Sci Pollut Res 25:29614–29632. https://doi.org/10.1007/s11356-018-2960-8 source
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Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationGlobal greenhouse gas emissions, primarily CO2, are projected to rise by 1.3% per year between 2005 and 2011.
“However, this shift has increased global greenhouse gas emissions, primarily CO2, which are projected to rise by 1.3% per year between 2005 and 2011 [1, 5].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [1] Kothari R, Ahmad S, Pathak VV, Pandey A, Kumar A, Shankarayan R, Black PN, Tyagi VV (2021) Algal-based biofuel generation through flue gas and wastewater utilization: a sustainable prospective approach. Biomass Convers Biorefinery 11:1419–1442. https://doi.org/10.1007/s13399-019-00533-y source
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- cites [5] Kadir WNA, Lam MK, Uemura Y, Lim JW, Lee KT (2018) Harvesting and pre-treatment of microalgae cultivated in wastewater for biodiesel production: a review. Energy Convers Manag 171:1416–1429. https://doi.org/10.1016/j.enconman.2018.06.074 source
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May combine two claims.
PremisecitationMicroalgae offer rapid growth, high photosynthetic efficiency, high biomass production, and high lipid content, requiring less land area and not competing with food sources.
“They offer rapid growth, high photosynthetic efficiency, high biomass production, and a high lipid content, requiring less land area and not competing with food sources [12].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [12] Vo HNP, Ngo HH, Guo W, Nguyen TMH, Liu Y, Liu Y, Nguyen DD, Chang SW (2019) A critical review on designs and applications of microalgae-based photobioreactors for pollutants treatment. Sci Total Environ 651:1549–1568 source
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Classified as probably not a substantial claim. May combine two claims.
PremisecitationGreenhouse gas emissions from industrial and transportation activities cause global warming, flooding, glacier melting, and rising sea levels.
“Global warming, flooding, glacier melting, and rising sea levels are outcomes of greenhouse gas emissions from industrial and transportation activities.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [1] Kothari R, Ahmad S, Pathak VV, Pandey A, Kumar A, Shankarayan R, Black PN, Tyagi VV (2021) Algal-based biofuel generation through flue gas and wastewater utilization: a sustainable prospective approach. Biomass Convers Biorefinery 11:1419–1442. https://doi.org/10.1007/s13399-019-00533-y source
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Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationPopulation growth and improved living standards have increased consumption of natural resources like wood, oil, and water, leading to water and air pollution from various sectors.
“Population growth and improved living standards have increased the consumption of natural resources like wood, oil, and water, leading to water and air pollution from various sectors [3].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [3] Banu JR, Kavitha S, Gunasekaran M, Kumar G (2020) Microalgae based biorefinery promoting circular bioeconomy-techno economic and life-cycle analysis. Bioresour Technol 302:122822 source
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May combine two claims.
PremisecitationMicroalgal oil can be converted into biodiesel, with higher productivity per acre of land than conventional feedstocks, utilizing marginal water sources like wastewater and agricultural runoff.
“Microalgal oil can be converted into biodiesel, with higher productivity per acre of land than conventional feedstocks, utilizing marginal water sources like wastewater and agricultural runoff [13].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [13] Maurya R, Chokshi K, Ghosh T, Trivedi K, Pancha I, Kubavat D, Mishra S, Ghosh A (2016) Lipid extracted microalgal biomass residue as a fertilizer substitute for Zea mays L. Front Plant Sci 6. https://doi.org/10.3389/fpls.2015.01266 source
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May combine two claims.
PremisecitationMicroalgae can grow in marginal terrain using water sources unsuitable for agriculture, with a potential oil yield 5-20 times higher than palm oil on an equal area basis.
“Microalgae can grow in marginal terrain using water sources unsuitable for agriculture, with a potential oil yield 5–20 times higher than palm oil on an equal area basis [14].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [14] Rodolfi L, Chini Zittelli G, Bassi N, Padovani G, Biondi N, Bonini G, Tredici MR (2009) Microalgae for oil: strain selection, induction of lipid synthesis and outdoor mass cultivation in a low-cost photobioreactor. Biotechnol Bioeng 102:100–112 source
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May combine two claims.
PremisecitationRemaining biomass from oil extraction can be used for biomethane, bioethanol, biosorbents for wastewater treatment, and biofertilizer.
“The remaining biomass from oil extraction can be used for biomethane, bioethanol, biosorbents for wastewater treatment, and biofertilizer [11, 16–18].”
Quote in the paperSubstantial claim0 of 4 sources checked- cites [11] Mata TM, Martins AA, Caetano NS (2010) Microalgae for biodiesel production and other applications: a review. Renew Sust Energ Rev 14:217–232 source
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- cites [16] Maurya R, Ghosh T, Paliwal C, Shrivastav A, Chokshi K, Pancha I, Ghosh A, Mishra S (2014) Biosorption of methylene blue by de-oiled algal biomass: equilibrium, kinetics and artificial neural network modelling. PLoS One 9:e109545 source
Not checked in the free run.
- cites [17] Rashid N, Rehman MSU, Han J-I (2013) Recycling and reuse of spent microalgal biomass for sustainable biofuels. Biochem Eng J 75:101–107 source
Not checked in the free run.
- cites [18] Scott SA, Davey MP, Dennis JS, Horst I, Howe CJ, Lea-Smith DJ, Smith AG (2010) Biodiesel from algae: challenges and prospects. Curr Opin Biotechnol 21:277–286 source
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May combine two claims.
PremisecitationMicroalgae are versatile, used for energy, biofuels, nutrition, health, cosmetics, and wastewater treatment, fixing nitrogen, carbon, and heavy metals.
“Microalgae are versatile, used for energy, biofuels, nutrition, health, cosmetics, and wastewater treatment, fixing nitrogen, carbon, and heavy metals [8].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [8] Mutum L, Janda T, Ördög V, Molnár Z (2022) Biologia Futura: potential of different forms of microalgae for soil improvement. Biol Futur 73(1):1–8. https://doi.org/10.1007/s42977-021-00103-2 source
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May combine two claims.
PremisecitationReliance on fossil fuels worsens climate change and drives the search for alternative energy sources.
“This reliance on fossil fuels worsens climate change and drives the search for alternative energy sources [2].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [2] Bhattacharya S, Maurya R, Mishra SK, Ghosh T, Patidar SK, Paliwal C, Chokshi K, Pancha I, Maiti S, Mishra S (2016) Solar driven mass cultivation and the extraction of lipids from Chlorella variabilis: a case study. Algal Res 14:137–142 source
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PremisecitationThe use of fossil fuels for energy, driven by the industrial revolution, has led to climate change and energy insecurity.
“The use of fossil fuels for energy, driven by the industrial revolution, has led to climate change and energy insecurity [1].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [1] Kothari R, Ahmad S, Pathak VV, Pandey A, Kumar A, Shankarayan R, Black PN, Tyagi VV (2021) Algal-based biofuel generation through flue gas and wastewater utilization: a sustainable prospective approach. Biomass Convers Biorefinery 11:1419–1442. https://doi.org/10.1007/s13399-019-00533-y source
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PremisecitationMicroalgae have higher growth rates and yields than conventional plants.
“Microalgae have been studied extensively as a viable alternative feedstock for biofuels [10], with higher growth rates and yields than conventional plants [11].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [11] Mata TM, Martins AA, Caetano NS (2010) Microalgae for biodiesel production and other applications: a review. Renew Sust Energ Rev 14:217–232 source
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PremisecitationMicroalgae have over 200,000 species and are the largest primary producers on Earth.
“With over 200,000 species, they are the largest primary producers on Earth [4].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [4] Purohit P, Chaturvedi V (2018) Biomass pellets for power generation in India: a techno-economic evaluation. Environ Sci Pollut Res 25:29614–29632. https://doi.org/10.1007/s11356-018-2960-8 source
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PremisecitationAlgal biomass contains lipids, proteins, and carbohydrates, varying by species and cultivation.
“Algal biomass contains lipids, proteins, and carbohydrates, varying by species and cultivation [13].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [13] Maurya R, Chokshi K, Ghosh T, Trivedi K, Pancha I, Kubavat D, Mishra S, Ghosh A (2016) Lipid extracted microalgal biomass residue as a fertilizer substitute for Zea mays L. Front Plant Sci 6. https://doi.org/10.3389/fpls.2015.01266 source
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PremisecitationResearch and development efforts must focus on addressing gaps in current knowledge and innovation to overcome existing challenges.
“Research and development efforts must focus on addressing gaps in current knowledge and innovation to overcome existing challenges [31].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [31] Wang Q, Lu Y, Xin Y, Wei L, Huang S, Xu J (2016) Genome editing of model oleaginous microalgae Nannochloropsis spp. by CRISPR/Cas9. Plant J 88:1071–1081. https://doi.org/10.1111/tpj.13307 source
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PremisecitationTypically, methanol or ethanol is used as the alcohol source in the transesterification reaction.
“Typically, methanol or ethanol is used as the alcohol source in the transesterification reaction [42].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [42] Tan XB, Lam MK, Uemura Y, Lim JW, Wong CY, Lee KT (2018) Cultivation of microalgae for biodiesel production: a review on upstream and downstream processing. Chin J Chem Eng 26:17–30 source
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PremisecitationAchieving market acceptance and consumer adoption requires overcoming perceptions of performance, safety, and compatibility with existing infrastructure.
“Achieving market acceptance and consumer adoption requires overcoming perceptions of performance, safety, and compatibility with existing infrastructure [30].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [30] Stephens E, Ross IL, Mussgnug JH, Wagner LD, Borowitzka MA, Posten C, Kruse O, Hankamer B (2010) Future prospects of microalgal biofuel production systems. Trends Plant Sci 15:554–564. https://doi.org/10.1016/j.tplants.2010.06.003 source
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PremisecitationLipid-extracted algal biomass can be used for hydrogen and methane generation, fermentable sugar production, bioethanol development, biofertilizer creation, and animal feed production.
“Lipid-extracted algal biomass can be used for hydrogen and methane generation, fermentable sugar production, bioethanol development, biofertilizer creation, and animal feed production [19].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [19] Tran D-T, Lee HR, Jung S, Park MS, Yang J-W (2018) Lipid-extracted algal biomass based biocomposites fabrication with poly (vinyl alcohol). Algal Res 31:525–533 source
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PremisecitationInexpensive alcohols like methanol and ethanol are suitable for synthesizing biodiesel due to their affordability and favorable properties.
“Inexpensive alcohols like methanol and ethanol are suitable for synthesizing biodiesel due to their affordability and favorable properties [41].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [41] Karpagam R, Jawaharraj K, Gnanam R (2021) Review on integrated biofuel production from microalgal biomass through the outset of transesterification route: a cascade approach for sustainable bioenergy. Sci Total Environ 766:144236. https://doi.org/10.1016/j.scitotenv.2020.144236 source
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PremisecitationRegulatory and policy barriers must be navigated to meet compliance with environmental standards and land use policies.
“Regulatory and policy barriers must be navigated to meet compliance with environmental standards and land use policies [28].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [28] Lardon L, Hélias A, Sialve B, Steyer JP, Bernard O (2009) Life-cycle assessment of biodiesel production from microalgae. Environ Sci Technol 43:6475–6481. https://doi.org/10.1021/es900705j source
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PremisecitationAddressing environmental concerns, such as impacts on water quality and biodiversity, is crucial for sustainable production practices.
“Addressing environmental concerns, such as impacts on water quality and biodiversity, is crucial for sustainable production practices [29].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [29] Halim R, Danquah MK, Webley PA (2012) Extraction of oil from microalgae for biodiesel production: a review. Biotechnol Adv 30:709–732. https://doi.org/10.1016/j.biotechadv.2012.01.001 source
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PremisecitationMicroalgal lipid extraction has low costs but downsides like poor mass transfer, limited yield, and long extraction times.
“While microalgal lipid extraction has low costs, it also has downsides like poor mass transfer, limited yield, and long extraction times [34].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [34] Kim J, Yoo G, Lee H, Lim J, Kim K, Kim CW, Park MS, Yang J-W (2013) Methods of downstream processing for the production of biodiesel from microalgae. Biotechnol Adv 31:862–876. https://doi.org/10.1016/j.biotechadv.2013.04.006 source
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Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).
PremisecitationLong-term sustainability considerations, including land use competition and lifecycle environmental impacts, necessitate strategic planning and mitigation measures.
“Long-term sustainability considerations, including land use competition and lifecycle environmental impacts, necessitate strategic planning and mitigation measures [32].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [32] Zaimes GG, Khanna V (2013) Microalgal biomass production pathways: evaluation of life cycle environmental impacts. Biotechnol Biofuels 6:88. https://doi.org/10.1186/1754-6834-6-88 source
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PremisecitationUsing wastewater nutrients for microalgae cultivation can reduce production costs and advance the industry.
“To address this, it is important to explore using wastewater nutrients for microalgae cultivation, which can reduce production costs and advance the industry [49].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [49] Nagi M, He M, Li D, Gebreluel T, Cheng B, Wang C (2020) Utilization of tannery wastewater for biofuel production: new insights on microalgae growth and biomass production. Sci Rep 10:1530. https://doi.org/10.1038/s41598-019-57120-4 source
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PremisecitationEnsuring economic viability entails developing cost-effective cultivation and processing methods, as well as strategies for generating revenue from by-products.
“Ensuring economic viability entails developing cost-effective cultivation and processing methods, as well as strategies for generating revenue from by-products [27].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [27] Chisti Y (2008) Biodiesel from microalgae beats bioethanol. Trends Biotechnol 26:126–131. https://doi.org/10.1016/j.tibtech.2007.12.002 source
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PremisecitationIn Chlorella variabilis, nitrogen deprivation and long-chain alkenes/genome scale metabolic model targeting conversion of C16 to C18 fatty acid enhanced production of desirable fatty acids.
“| 4 | Chlorella variabilis | 46.16 | Nitrogen deprivation and long-chain alkenes/Genome scale metabolic model | Converting C16 to C18 fatty acid | Genetic sequencing, lipid profiling | Endogenous promoters or heterologous expression constructs | Enhanced production of desirable fatty acids | Biofuel feedstock optimization | [92] |”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [92] Sorigué D, Légeret B, Cuiné S, Morales P, Mirabella B, Guédeney G, Li-Beisson Y, Jetter R, Peltier G, Beisson F (2016) Microalgae synthesize hydrocarbons from long-chain fatty acids via a light-dependent pathway. Plant Physiol 171:2393–2405. https://doi.org/10.1104/pp.16.00462 source
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Probably not a substantial claim: may not pass S1 (asserted), S3 (load-bearing). May combine two claims.
PremisecitationBiomethane production using agricultural waste is economically and environmentally sustainable, reducing competition for resources.
“Others highlighted the economic and environmental sustainability of biomethane production using agricultural waste, reducing competition for resources [73].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [73] Housagul S, Sirisukpoka U, Boonyawanich S, Pisutpaisal N (2014) Biomethane production from co-digestion of banana peel and waste glycerol. Energy Procedia 61:2219–2223 source
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PremisecitationThe residual biomass resulting from the transesterification process serves as a by-product and can be repurposed for animal feed, containing glycerol, carbohydrates, and proteins.
“Moreover, the residual biomass resulting from the transesterification process serves as a by-product and can be repurposed for animal feed, containing glycerol, carbohydrates, and proteins [67].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [67] Zahan KA, Kano M (2018) Biodiesel production from palm oil, its by-products, and mill effluent: A review. Energies 11:2132 source
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PremisecitationUsing pure and raw algal biomass can produce high-value products like biodiesel, bioethanol, biohydrogen, and biogas, as well as cosmetics, medicines, feed, and fertilizers.
“Using pure and raw algal biomass can produce high-value products like biodiesel, bioethanol, biohydrogen, and biogas, as well as cosmetics, medicines, feed, and fertilizers [1].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [1] Kothari R, Ahmad S, Pathak VV, Pandey A, Kumar A, Shankarayan R, Black PN, Tyagi VV (2021) Algal-based biofuel generation through flue gas and wastewater utilization: a sustainable prospective approach. Biomass Convers Biorefinery 11:1419–1442. https://doi.org/10.1007/s13399-019-00533-y source
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PremisecitationGenetically modified microalgae exhibit heightened productivity, environmental tolerance, and resistance to insects.
“For example, genetically modified microalgae exhibit heightened productivity, environmental tolerance, and resistance to insects [22].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [22] Shokravi H, Shokravi Z, Heidarrezaei M, Ong HC, Rahimian Koloor SS, Petrů M, Lau WJ, Ismail AF (2021) Fourth generation biofuel from genetically modified algal biomass: challenges and future directions. Chemosphere 285:131535. https://doi.org/10.1016/j.chemosphere.2021.131535 source
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PremisecitationDMB composed of starch and cellulose can be easily hydrolyzed to yield monosaccharides, which are then fermented to produce ethanol.
“DMB composed of starch and cellulose can be easily hydrolyzed to yield monosaccharides, which are then fermented to produce ethanol [80, 82, 83].”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [80] Shokrkar H, Ebrahimi S, Zamani M (2018) Enzymatic hydrolysis of microalgal cellulose for bioethanol production, modeling and sensitivity analysis. Fuel 228:30–38 source
Not checked in the free run.
- cites [82] Laurens L, Nagle N, Davis R, Sweeney N, Van Wychen S, Lowell A, Pienkos P (2015) Acid-catalyzed algal biomass pretreatment for integrated lipid and carbohydrate-based biofuels production. Green Chem 17:1145–1158 source
Not checked in the free run.
- cites [83] Shokrkar H, Ebrahimi S, Zamani M (2017) Bioethanol production from acidic and enzymatic hydrolysates of mixed microalgae culture. Fuel 200:380–386 source
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PremisecitationDe-oiled microalgal biomass (DMB) has potential for creating value-added bioproducts and environmental benefits.
“It is crucial to not only focus on algal-based biofuel technologies, as de-oiled microalgal biomass (DMB) has potential for creating value-added bioproducts and environmental benefits [1].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [1] Kothari R, Ahmad S, Pathak VV, Pandey A, Kumar A, Shankarayan R, Black PN, Tyagi VV (2021) Algal-based biofuel generation through flue gas and wastewater utilization: a sustainable prospective approach. Biomass Convers Biorefinery 11:1419–1442. https://doi.org/10.1007/s13399-019-00533-y source
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PremisecitationIn Auxenochlorella protothecoides, genome scale and core metabolic model targeting biodiesel enhanced lipid productivity and increased lipid content.
“| 1 | Auxenochlorella protothecoides | 22.92 | Genome scale and core metabolic model | Biodiesel | Sequencing, phenotypic characterization, lipid analysis | Endogenous promoters or heterologous expression constructs | Enhanced lipid productivity, increased lipid content | Biofuel production | [89] |”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [89] Gao C, Wang Y, Shen Y, Yan D, He X, Dai J, Wu Q (2014) Oil accumulation mechanisms of the oleaginous microalga Chlorella protothecoides revealed through its genome, transcriptomes, and proteomes. BMC Genomics 15:582. https://doi.org/10.1186/1471-2164-15-582 source
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May combine two claims.
PremisecitationBiomethane production from food waste and sewage sludge has higher energy efficiency and lower greenhouse gas emissions, making it an effective waste management strategy.
“A study revealed higher energy efficiency and lower greenhouse gas emissions in biomethane production from food waste and sewage sludge, making it an effective waste management strategy [72].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [72] Cheng J, Ding L, Lin R, Yue L, Liu J, Zhou J, Cen K (2016) Fermentative biohydrogen and biomethane co-production from mixture of food waste and sewage sludge: effects of physiochemical properties and mix ratios on fermentation performance. Appl Energy 184:1–8 source
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Interpretationnone givenA range of primary and by-products derived from algae are commercially viable, supporting a green economy.
“A range of primary and by-products derived from algae are commercially viable, supporting a green economy (Table 1).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationA range of lipid content has been observed in Chlamydomonas reinhardtii strain D1.
“and a range of lipid content has been observed in Chlamydomonas reinhardtii strain D1 [60].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [60] Yu KL, Lau BF, Show PL, Ong HC, Ling TC, Chen W-H, Ng EP, Chang J-S (2017) Recent developments on algal biochar production and characterization. Bioresour Technol 246:2–11 source
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PremisecitationFood waste and sewage sludge had higher energy efficiency and lower greenhouse gas emissions than grass and agricultural waste for biohydrogen production.
“They found that food waste and sewage sludge had higher energy efficiency and lower greenhouse gas emissions than grass and agricultural waste [75].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [75] Li M, Zhao Y, Guo Q, Qian X, Niu D (2008) Bio-hydrogen production from food waste and sewage sludge in the presence of aged refuse excavated from refuse landfill. Renew Energy 33:2573–2579 source
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PremisecitationChallenges in biomethane production include ammonia production from high N content, which can be mitigated through co-digestion and pre-treatment methods like enzyme-pre-treated DMB.
“Challenges in biomethane production include ammonia production from high N content, which can be mitigated through co-digestion and pre-treatment methods like enzyme-pre-treated DMB [71].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [71] Kasinath A, Fudala-Ksiazek S, Szopinska M, Bylinski H, Artichowicz W, Remiszewska-Skwarek A, Luczkiewicz A (2021) Biomass in biogas production: pretreatment and codigestion. Renew Sust Energ Rev 150:111509 source
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PremisecitationMicroalgae-based bioethanol reduces greenhouse gas emissions and water usage compared to traditional methods, enhancing economic and environmental sustainability and mitigating competition with food production.
“Microalgae-based bioethanol also reduces greenhouse gas emissions and water usage compared to traditional methods, enhancing economic and environmental sustainability and mitigating competition with food production [80–82].”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [80] Shokrkar H, Ebrahimi S, Zamani M (2018) Enzymatic hydrolysis of microalgal cellulose for bioethanol production, modeling and sensitivity analysis. Fuel 228:30–38 source
Not checked in the free run.
- cites [81] Chng LM, Lee KT, Chan DJC (2017) Synergistic effect of pretreatment and fermentation process on carbohydrate-rich Scenedesmus dimorphus for bioethanol production. Energy Convers Manag 141:410–419 source
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- cites [82] Laurens L, Nagle N, Davis R, Sweeney N, Van Wychen S, Lowell A, Pienkos P (2015) Acid-catalyzed algal biomass pretreatment for integrated lipid and carbohydrate-based biofuels production. Green Chem 17:1145–1158 source
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May combine two claims.
PremisecitationMicroalgae directly transform atmospheric CO2 into organic algal biomass, making them valuable sources of organic matter.
“These microalgae directly transform atmospheric CO2 into organic algal biomass, making them valuable sources of organic matter [105].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [105] Guo S, Wang P, Wang X, Zou M, Liu C, Hao J (2020) Microalgae as biofertilizer in modern agriculture. Microalgae biotechnology for food, health and high value products, pp 397–411 source
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Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationNannochloropsis sp. is a potential source of essential fatty acid (EPA).
“Nannochloropsis sp. is also a potential source of essential fatty acid (EPA) [100].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [100] Mitra M, Patidar SK, George B, Shah F, Mishra S (2015) A euryhaline Nannochloropsis gaditana with potential for nutraceutical (EPA) and biodiesel production. Algal Res 8:161–167 source
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Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationIn 24 microalgae strains, cis-zeatin is the most common cytokinin.
“Concentrations of auxins and cytokinins were analyzed in 24 microalgae strains with cis-zeatin as the most common cytokinin [124].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [124] Stirk W, Bálint P, Tarkowská D, Novák O, Strnad M, Ördög V, Van Staden J (2013) Hormone profiles in microalgae: gibberellins and brassinosteroids. Plant Physiol Biochem 70:348–353 source
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PremisecitationCyanobacteria can fix atmospheric nitrogen, reducing the need for nitrogen fertilizers in crops.
“Cyanobacteria can fix atmospheric nitrogen, reducing the need for nitrogen fertilizers in crops [106, 107].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [106] Bhattacharjee R, Dey UK (2014) Biofertilizer, a way towards organic agriculture: a review. Afr J Microbiol Res 8:2332–2343 source
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- cites [107] Chittora D, Meena M, Barupal T, Swapnil P, Sharma K (2020) Cyanobacteria as a source of biofertilizers for sustainable agriculture. Biochem Biophys Rep 22:100737. https://doi.org/10.1016/j.bbrep.2020.100737 source
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PremisecitationAn aqueous cell extract of Acutodesmus dimorphus increases seed germination rate, plant growth, and floral parts in Solanum lycopersicum L.
“An aqueous cell extract of Acutodesmus dimorphus was utilized as a biofertilizer on Solanum lycopersicum L. plants. The results indicated an increase in seed germination rate, plant growth, and floral parts [117].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [117] Garcia-Gonzalez J, Sommerfeld M (2016) Biofertilizer and biostimulant properties of the microalga Acutodesmus dimorphus. J Appl Phycol 28:1051–1061. https://doi.org/10.1007/s10811-015-0625-2 source
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PremisecitationChlorella kessleri extract improves germination, seedling growth, leaf surface area, pigment concentration, and sodium and potassium accumulation in roots and shoots of Vicia faba.
“Another extract from Chlorella kessleri was applied to Vicia faba plants, showing a significant effect on improved germination, seedling growth, leaf surface area, pigment concentration, and sodium and potassium accumulation in roots and shoots [122].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [122] El-Naggar AH, Osman MEHE-S, Gheda SF (2005) Influence of the aqueous extracts of Ulva lactuca and Chlorella kessleri on growth and yield of Vicia faba. Algological Studies/Archiv f \ u r Hydrobiologie, Supplement Volumes, vol 116. pp 213–229. https://doi.org/10.1127/1864-1318/2005/0116-0213 source
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PremisecitationSpirulina platensis and Chlorella vulgaris enhance soil nutrients and promote crop development.
“Microalgae like Spirulina platensis and Chlorella vulgaris enhance soil nutrients and promote crop development [103].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [103] Alobwede E, Leake JR, Pandhal J (2019) Circular economy fertilization: testing micro and macro algal species as soil improvers and nutrient sources for crop production in greenhouse and field conditions. Geoderma 334:113–123. https://doi.org/10.1016/j.geoderma.2018.07.049 source
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PremisecitationDMB shows great promise in various applications, offering an alternative protein source, improved growth, and reduced reliance on traditional feed ingredients.
“Despite this, DMB shows great promise in various applications, offering an alternative protein source, improved growth, and reduced reliance on traditional feed ingredients [102].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [102] Nagappan S, Das P, AbdulQuadir M, Thaher M, Khan S, Mahata C, Al-Jabri H, Vatland AK, Kumar G (2021) Potential of microalgae as a sustainable feed ingredient for aquaculture. J Biotechnol 341:1–20 source
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PremisecitationImprovement in nutrient uptake efficiency enhances tolerance to abiotic stresses, resulting in enhanced crop quality.
“Consequently, this improvement in nutrient uptake efficiency enhances tolerance to abiotic stresses, resulting in enhanced crop quality [116].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [116] Drobek M, Frąc M, Cybulska J (2019) Plant biostimulants: importance of the quality and yield of horticultural crops and the improvement of plant tolerance to abiotic stress—a review. Agronomy 9:335 source
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PremisecitationMBS do not function as MBF and do not directly provide nutrients to plants.
“In this context, MBS do not function as MBF and do not directly provide nutrients to the plants.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [116] Drobek M, Frąc M, Cybulska J (2019) Plant biostimulants: importance of the quality and yield of horticultural crops and the improvement of plant tolerance to abiotic stress—a review. Agronomy 9:335 source
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PremisecitationMicroalgae biomass improves germination, N uptake, and biomass accumulation in crops.
“Microalgae biomass improves germination, N uptake, and biomass accumulation in crops [108].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [108] Nayak M, Swain DK, Sen R (2019) Strategic valorization of de-oiled microalgal biomass waste as biofertilizer for sustainable and improved agriculture of rice (Oryza sativa L.) crop. Sci Total Environ 682:475–484 source
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PremisecitationSugarcane as a feedstock can diminish the global warming impact associated with biodiesel production.
“In the investigation of microalgae cultivation, Orfield et al. [138] propose sugarcane as a feedstock, demonstrating its potential to diminish the global warming impact associated with biodiesel production.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [138] Orfield ND, Levine RB, Keoleian GA, Miller SA, Savage PE (2015) Growing algae for biodiesel on direct sunlight or sugars: a comparative life cycle assessment. ACS Sustain Chem Eng 3:386–395. https://doi.org/10.1021/sc5004117 source
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Probably not a substantial claim: may not pass S4 (based).
InterpretationreasoningIntegrating processes in microalgae biorefineries using circular bioeconomy strategies boosts efficiency, profitability, and resource recovery.
“Integrating processes in microalgae biorefineries using circular bioeconomy strategies boosts efficiency, profitability, and resource recovery.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationOil productivity attained through open ponds and PBR cultivation methods incurs costs ranging from $8.52 to $18.10 per gallon and $9.84 to $20.53 per gallon for biodiesel, respectively.
“Specifically, the oil productivity attained through open ponds and PBR cultivation methods incurs costs ranging from $8.52 to $18.10 per gallon and $9.84 to $20.53 per gallon for biodiesel, respectively [134].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [134] Davis R, Aden A, Pienkos PT (2011) Techno-economic analysis of autotrophic microalgae for fuel production. Appl Energy 88:3524–3531. https://doi.org/10.1016/j.apenergy.2011.04.018 source
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Probably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningMicroalgae have great potential for supporting long-term circular bioeconomy systems.
“Microalgae have great potential for supporting long-term circular bioeconomy systems.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationIncorporating an algal unit in a sugarcane biorefinery can save costs and reduce CO2 emissions by co-producing algal biofuel and biochar for enhanced sustainability.
“Incorporating an algal unit in a sugarcane biorefinery can save costs and reduce CO2 emissions by co-producing algal biofuel and biochar for enhanced sustainability [142].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [142] De Bhowmick G, Sarmah AK, Sen R (2019) Zero-waste algal biorefinery for bioenergy and biochar: a green leap towards achieving energy and environmental sustainability. Sci Total Environ 650:2467–2482 source
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PremisecitationScenedesmus and Chlorella strains demonstrate clearance rates of 48% and 31%, respectively, for 20 mg Cr/L.
“Similarly, Scenedesmus and Chlorella strains demonstrated clearance rates of 48% and 31%, respectively, for 20 mg Cr/L [110, 126].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [110] Ammar EE, Aioub AA, Elesawy AE, Karkour AM, Mouhamed MS, Amer AA, El-Shershaby NA (2022) Algae as bio-fertilizers: between current situation and future prospective. Saudi J Biol Sci 29:3083–3096 source
Not checked in the free run.
- cites [126] Dhaliwal SS, Singh J, Taneja PK, Mandal A (2020) Remediation techniques for removal of heavy metals from the soil contaminated through different sources: a review. Environ Sci Pollut Res 27:1319–1333 source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationProtein hydrolysates, active components of plant biostimulants, enhance biological activity in crop growth and development.
“Protein hydrolysates, active components of plant biostimulants, enhance biological activity in crop growth and development [125].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [125] Stirk WA, Ördög V, Novák O, Rolčík J, Strnad M, Bálint P, van Staden J (2013) Auxin and cytokinin relationships in 24 microalgal strains1. J Phycol 49:459–467 source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationProduction of oil from microalgae is not competitive compared to other plant sources and fossil fuels due to heightened electricity consumption.
“However, a separate LCA study, conducted by Jez et al. [139], underscores that the production of oil from microalgae is not competitive when compared to other plant sources and fossil fuels due to heightened electricity consumption.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [139] Jez S, Spinelli D, Fierro A, Dibenedetto A, Aresta M, Busi E, Basosi R (2017) Comparative life cycle assessment study on environmental impact of oil production from micro-algae and terrestrial oilseed crops. Bioresour Technol 239:266–275. https://doi.org/10.1016/j.biortech.2017.05.027 source
Not checked in the free run.
Classified as probably not a substantial claim. May combine two claims.
Interpretationnone givenMicroalgae can capture CO2 and absorb nutrients from various waste forms like solids, liquids, and gases.
“They can capture CO2 and absorb nutrients from various waste forms like solids, liquids, and gases.”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationCo-cultivating different microalgae species can enhance lipid content, thereby mitigating production costs.
“However, the prospect of co-cultivating different microalgae species emerges as a potential strategy to enhance lipid content, thereby mitigating production costs [135].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [135] Judd SJ, Al Momani FAO, Znad H, Al Ketife AMD (2017) The cost benefit of algal technology for combined CO2 mitigation and nutrient abatement. Renew Sust Energ Rev 71:379–387. https://doi.org/10.1016/j.rser.2016.12.068 source
Not checked in the free run.
May combine two claims.
PremisecitationMicroalgal biorefineries offer biofuel recovery and other product production.
“Microalgal biorefineries offer biofuel recovery and other product production [3].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [3] Banu JR, Kavitha S, Gunasekaran M, Kumar G (2020) Microalgae based biorefinery promoting circular bioeconomy-techno economic and life-cycle analysis. Bioresour Technol 302:122822 source
Not checked in the free run.
The paper relies on this without support.
Fossil fuels are non-renewable due to limited supply and rapid depletion from excessive consumption.
“However, fossil fuels are non-renewable due to their limited supply and rapid depletion from excessive consumption.”
The paper relies on this without support.
Utilization of GM strains in fully lined open raceway ponds may incur costs up to 25% higher than unlined counterparts.
“The utilization of GM strains in fully lined open raceway ponds may incur costs up to 25% higher than their unlined counterparts.”
The paper relies on this without support.
Implementation of a plastic hoop air-supported greenhouse for pond cultivation is estimated at $60,000 per hectare.
“The implementation of a plastic hoop air-supported greenhouse for pond cultivation is estimated at $60,000 per hectare.”
The paper relies on this without support.
The Soxhlet extraction method is generally considered the most effective, achieving 100% recovery of all lipids in microalgae.
“The Soxhlet extraction method is generally considered the most effective, achieving 100% recovery of all lipids in microalgae.”
The paper relies on this without support.
The methanol-chloroform mixture can extract both neutral and polar lipids, unlike hexane.
“Unlike hexane, which selectively dissolves non-polar lipids, the methanol-chloroform mixture can extract both neutral and polar lipids.”
The paper relies on this without support.
Transesterification is commonly used to lower the viscosity of microalgae oil by turning it into fatty acid methyl esters (FAME) or biodiesel.
“Transesterification is commonly used to lower the viscosity of microalgae oil by turning it into fatty acid methyl esters (FAME) or biodiesel.”
The paper relies on this without support.
The efficiency of transesterification and purification procedures is mainly based on the number of the biodiesel’s measurable characteristics, including water content, flash point, methanol concentration, and glyceride content.
“The efficiency of the transesterification and purification procedures are mainly based on the number of the biodiesel’s measurable characteristics, which includes its water content, flash point, methanol concentration, and glyceride content.”
The paper relies on this without support.
A catalyst is needed to facilitate the reaction between the parent oil (triglyceride) and the short-chain alcohol to produce FAME and glycerol.
“A catalyst is needed to facilitate the reaction between the parent oil (triglyceride) and the short-chain alcohol to produce FAME and glycerol.”
The paper relies on this without support.
Catalysts like acids, bases, or enzymes can enhance the reaction rate and product yield.
“Catalysts like acids (hydrochloric, sulfuric, phosphoric, sulfonic), bases (sodium hydroxide, potassium hydroxide), or enzymes (lipase) can enhance the reaction rate and product yield.”
The paper relies on this without support.
Heterogeneous catalysts like magnesium oxide, barium oxide, calcium oxide, and strontium oxide have successfully catalyzed transesterification reactions, being non-corrosive, environmentally friendly, and cost-effective.
“Heterogeneous catalysts like magnesium oxide, barium oxide, calcium oxide, and strontium oxide have successfully catalyzed transesterification reactions, being non-corrosive, environmentally friendly, and cost-effective.”
The paper relies on this without support.
Heterogeneous acid catalysts are unaffected by water and free fatty acids during transesterification.
“Heterogeneous acid catalysts are also studied, unaffected by water and free fatty acids during transesterification.”
The paper relies on this without support.
Lipid extraction from algal biomass is mainly used for biodiesel, but bioplastics can also be derived from lipids, proteins, and carbohydrates.
“Lipid extraction from algal biomass is mainly used for biodiesel, but bioplastics can also be derived from lipids, proteins, and carbohydrates.”
The paper relies on this without support.
Aqueous hydrolysate residues and cell debris from biofuel conversion can be used to make proteins, glucose, peptides, and amino acids.
“Aqueous hydrolysate residues and cell debris from biofuel conversion can be used to make proteins, glucose, peptides, and amino acids.”
The paper relies on this without support.
DMB can be used to make proteins for food and feed, bioplastics, foams, glue, and biocomposites.
“DMB can then be used to make proteins for food and feed, bioplastics, foams, glue, and biocomposites.”
The paper relies on this without support.
De-lipidified microalgae residue with a high C/N ratio aids in producing methane-rich biogas.
“De-lipidified microalgae residue with a high C/N ratio aids in producing methane-rich biogas.”
The paper relies on this without support.
Algae have great potential for biohydrogen production due to their fast growth, high biomass, and adaptability, and they reduce greenhouse gases and water usage compared to traditional methods.
“Algae have great potential for biohydrogen production due to their fast growth, high biomass, and adaptability. They also reduce greenhouse gases and water usage compared to traditional methods.”
The paper relies on this without support.
Biohydrogen production is still costly and limited by feedstock availability and conversion efficiency.
“A study on cost and scalability showed that it is still costly and limited by feedstock availability and conversion efficiency.”
The paper relies on this without support.
Pre-treating dried microalgae biomass is crucial for releasing cellular carbon, enabling microbes to produce hydrogen or methane.
“Studies show that pre-treating dried microalgae biomass is crucial for releasing cellular carbon, enabling microbes to produce hydrogen or methane.”
The paper relies on this without support.
De-oiled microalgal biomass is a by-product of microalgal biodiesel production, known for high protein content and essential nutrients.
“De-oiled microalgal biomass is a by-product of microalgal biodiesel production, known for its high protein content and essential nutrients.”
The paper relies on this without support.
DMB can replace fishmeal as a protein source for chickens, improving their growth and egg production.
“A recent study found that it can replace fishmeal as a protein source for chickens, improving their growth and egg production.”
The paper relies on this without support.
Using DMB in fish feed enhances growth performance and feed efficiency, reducing costs and environmental impacts.
“Similarly, using it in fish feed enhances growth performance and feed efficiency, reducing costs and environmental impacts.”
The paper relies on this without support.
The intricate composition of microalgal cell walls presents a challenge in digestion, complicating utilization of microalgal biomass as feed for prawns.
“The intricate composition of microalgal cell walls presents a challenge in the digestion process, thereby complicating the utilization of this biomass as a feed source for prawns.”
The paper relies on this without support.
Economic feasibility of using microalgal biomass for prawn feed is impeded by significant production costs.
“Furthermore, the economic feasibility of such pursuits is impeded by significant production costs.”
The paper relies on this without support.
Microalgae biomass is rich in micro- and macronutrients, especially nitrogen (N), phosphorus (P), and potassium (K), making it suitable as an organic slow-release fertilizer.
“Microalgae biomass is rich in micro- and macronutrients, especially nitrogen (N), phosphorus (P), and potassium (K), making it suitable as an organic slow-release fertilizer.”
The paper relies on this without support.
Arthrospira sp. contains nitrogen, phosphorus, and potassium concentrations of 6.70%, 2.47%, and 1.14%, respectively.
“For example, Arthrospira sp. contains nitrogen, phosphorus, and potassium concentrations of 6.70%, 2.47%, and 1.14%, respectively.”
The paper relies on this without support.
Arthrospira sp. biomass is lead-free, indicating its safety as a plant growth stimulant.
“Importantly, Arthrospira sp. biomass is lead-free, indicating its safety as a plant growth stimulant.”
The paper relies on this without support.
The microalgal species, metal ions, and growth system conditions (pH) influence metal absorption mechanisms.
“The microalgal species, metal ions (such as Lead (Pb), Nickel (Ni), Cadmium (Cd), and Zinc (Zn)), and growth system conditions (pH) influence metal absorption mechanisms.”
The paper relies on this without support.
Microalgae contain significant concentrations of brassinosteroids and gibberellins.
“Microalgae also contain significant concentrations of brassinosteroids and gibberellins.”
The paper relies on this without support.
Amino acids present in microalgae benefit plant growth and agricultural productivity, and mitigate abiotic damage.
“Amino acids present in microalgae are well-known biostimulants that benefit plant growth and agricultural productivity, as well as mitigating abiotic damage.”
The paper relies on this without support.
Microalgae are not typically recommended for consumption as they tend to absorb harmful metals.
“Microalgae are not typically recommended for consumption as they tend to absorb harmful metals.”
The paper relies on this without support.
Microalgae have exceptional ability to remove metals from water and other contaminants, making them valuable for bioremediation.
“However, their exceptional ability to remove metals from water and other contaminants makes them valuable for bioremediation purposes.”
The paper relies on this without support.
Scenedesmus is commonly used for heavy metal removal in bioremediation studies.
“Scenedesmus is commonly used for heavy metal removal in bioremediation studies.”
The paper relies on this without support.
Factors such as pH, temperature, contact time, and initial concentration influence the effectiveness of biosorption.
“Factors such as pH, temperature, contact time, and initial concentration influenced the effectiveness of biosorption.”
The paper relies on this without support.
Current large-scale processes relying on single or dual product systems are not economically feasible.
“However, current large-scale processes relying on single or dual product systems are not economically feasible.”
The paper relies on this without support.
Biodiesel from microalgae oil can reduce CO2 emissions by 78%.
“Biodiesel from microalgae oil can reduce CO2 emissions by 78%.”
The paper relies on this without support.
Biomethane from residual biomass can power biodiesel facilities.
“Biomethane from residual biomass can power biodiesel facilities.”
The paper relies on this without support.
Producing 10,000 tonnes of microalgae containing 30% lipids has an estimated cost of $2.80 per liter, rendering it more expensive than conventional fuels.
“The economic implications become apparent when considering the production of 10,000 tonnes of microalgae containing 30% lipids, with an estimated cost of $2.80 per liter, rendering it more expensive than conventional fuels.”
The paper relies on this without support.
Microalgae can capture CO2 and nutrients efficiently.
“Microalgae can capture CO2 and nutrients efficiently.”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Emerging techniques like supercritical fluid extraction offer a greener and more selective approach but may require specialized equipment and higher operational costs.
“Emerging techniques like supercritical fluid extraction, using carbon dioxide or other solvents under high pressure and temperature, offer a greener and more selective approach but may require specialized equipment and higher operational costs [112].”
From Algal-Based Carbonaceous Materials for Environmental Remediation: Advances in Wastewater Treatment, Carbon Sequestration, and Biofuel Applications (2025) · cites this paper as [112]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Table 2 attributes an Auxenochlorella biogas result to a Scenedesmus biofuel study
MinorThe table cites reference [64] for biogas production from Auxenochlorella protothecoides, but the listed title of [64] identifies a study of biodiesel and bioethanol production from Scenedesmus bijugatus.
“| 8 | Auxenochlorella protothecoides | Anaerobic digestion | Not mentioned | Digestion process (biodigesters) | Biogas (55%)Methane (53%) | [64] |”
“64. Ashokkumar V, Salam Z, Tiwari O, Chinnasamy S, Mohammed S, Ani FN (2015) An integrated approach for biodiesel and bioethanol production from Scenedesmus bijugatus cultivated in a vertical tubular photobioreactor. Energy Convers Manag 101:778–786”
Soxhlet lipid-recovery claim conflicts with the stated solvent limitation
MinorThe paper describes Soxhlet extraction as using hexane and claims it recovers all microalgal lipids. It also says hexane selectively dissolves non-polar lipids, while another solvent mixture extracts both neutral and polar lipids; hexane-based extraction therefore cannot recover all lipids as claimed.
“The Soxhlet extraction method is generally considered the most effective, achieving 100% recovery of all lipids in microalgae.”
“Unlike hexane, which selectively dissolves non-polar lipids, the methanol-chloroform mixture can extract both neutral and polar lipids.”
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MethodA RAPID METHOD OF TOTAL LIPID EXTRACTION AND PURIFICATION
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Research works printed but not linked: 2
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González Fernández, L. A., Medellín Castillo, N. A., Sánchez Polo, M., Navarro Frómeta, A. E., & Vilasó Cadre, J. E. (2025) · Processes · doi:10.3390/pr13020556 · Cited by 37 · see citing works
Enhancing the sustainability of microalgae cultivation through biosensing technology
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- Authors
- Ezhumalai, G., Arun, M., Manavalan, A., Rajkumar, R., & Heese, K.
- Affiliations
- Bharathiar University (IN)
- Saveetha University (IN)
- Hanyang University (KR)
- Corresponding author
- Rajkumar, Renganathan
- Heese, Klaus
- Venue
- Microbial Ecology
- Published
- 2024-04-25
- Volume
- 87
- Issue
- 1
- Pages
- 61-61
- ISSN
- 0095-3628 (ISSN-L)
- 1432-184X
- PMC
- PMC11045622
- OpenAlex
- W4395456586
- Cited by
- 99
- References
- 140
- Citations by year
- 2026: 51 · 2025: 42 · 2024: 6
- FWCI
- 2.06
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Locations
- Microbial Ecology (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Funders
- Saveetha Dental College
- National Research Foundation
- National Research Foundation of Korea
- Council for Higher Education
- Tamil Nadu State Council for Higher Education (27.04.2021)
- Topics
- Physical Sciences › Energy › Renewable Energy, Sustainability and the Environment › Algal biology and biofuel production
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Microbial Metabolic Engineering and Bioproduction
- Life Sciences › Agricultural and Biological Sciences › General Agricultural and Biological Sciences › Bioeconomy and Sustainability Development
- Keywords
- microalgae, microalgal biofuels, circular bioeconomy, microalgal biomass, lipid extraction, microalgae biorefinery, value-added products, biofertilizers, feed supplements, biosorption, heavy metal removal, dye removal, industrial-scale production, greenhouse gas emissions
- MeSH terms
- Cyanobacteria, Carbon Dioxide, Seaweed, Biomass, Biofuels, Microalgae
About these checks
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.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-10.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-10.
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.
What counts as a claim ›How we measure confidence ›How we check this ›
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