Cited by 84Algal biology and biofuel productionCarbon Dioxide Capture TechnologiesCO2 Sequestration and Geologic Interactions

A Review of Algae-Based Carbon Capture, Utilization, and Storage (Algae-Based CCUS)

Open access
Li, Guihe, Yao, Jia·2024·Gases

Abstract

Excessive emissions of greenhouse gases, primarily carbon dioxide (CO2), have garnered worldwide attention due to their significant environmental impacts. Carbon capture, utilization, and storage (CCUS) techniques have emerged as effective solutions to address CO2 emissions. Recently, direct air capture (DAC) and bioenergy with carbon capture and storage (BECCS) have been advanced within the CCUS framework as negative emission technologies. BECCS, which involves cultivating biomass for energy production, then capturing and storing the resultant CO2 emissions, offers cost advantages over DAC. Algae-based CCUS is integral to the BECCS framework, leveraging algae’s biological processes to capture and sequester CO2 while simultaneously contributing to energy production and potentially achieving net negative carbon emissions. Algae’s high photosynthetic efficiency, rapid growth rates, and ability to grow in non-arable environments provide significant advantages over other BECCS methods. This comprehensive review explores recent innovations in algae-based CCUS technologies, focusing on the mechanisms of carbon capture, utilization, and storage through algae. It highlights advancements in algae cultivation for efficient carbon capture, algae-based biofuel production, and algae-based dual carbon storage materials, as well as key challenges that need to be addressed for further optimization. This review provides valuable insights into the potential of algae-based CCUS as a key component of global carbon reduction strategies.

AI snapshot

Written from the paper’s full text.

TL;DR

This review synthesizes algae-based carbon capture, utilization, and storage (CCUS) within the BECCS framework, covering photosynthetic CO₂ capture, conversion to solid/liquid/gaseous biofuels, and dual organic–inorganic carbon storage via MICP. It argues algae offer high photosynthetic efficiency, rapid growth, and non-arable land use, but economic viability remains the main barrier to large-scale adoption.

Key findings

  • Commercial algae cultivation can capture and sequester nearly two tons of CO₂ for every ton of algae produced; microalgae such as *Chlorella vulgaris* can double biomass within 3 days, while macroalgae like *Ulva tepida* take 2–3 weeks to reach harvestable size.
  • Most algae show maximum carbon capture and biomass production at 15–30 °C and pH 7–9; lipid content for biodiesel typically ranges from 20% to 50% of dry weight, and microalgae such as *Chlorella*, *Dunaliella*, *Chlamydomonas*, and *Scenedesmus* with over 50% carbohydrates are considered ideal for bioethanol.
  • Reported biofuel examples include *Oscillatoria* sp. pellets with a heating value of 15.86 MJ/kg and ignition at 308 °C, and *Scenedesmus* pellets with density 788 kg/m³ and energy density 14,165 MJ/m³ versus about 11,000 MJ/m³ for industrial wood-based fuels.
  • Algae can store carbon through both photosynthesis into organic biomass and microbially induced calcium carbonate precipitation (MICP) into inorganic carbonates; 3D-printed living algal structures survived and grew for over a year while forming insoluble carbonates.

Methods

  • Review study using literature searches in Web of Science, Scopus, and CNKI; 6,195 publications were retrieved, 1,600 were selected for full-text review, and approximately 280 studies were included, spanning the 1960s to 2024.
  • Supplementary information came from international organization reports, government publications, and company websites; findings were categorized into algae overview, algae-based carbon capture, utilization, and storage.
  • The review qualitatively synthesizes mechanisms, cultivation advances, biofuel conversion technologies, and dual carbon storage approaches, then identifies challenges and future directions.

Limitations

  • The paper states that economic viability remains the primary barrier to large-scale industrial adoption; it also notes that genetic-engineering advances need further research and outdoor trials, HTC is not yet widely adopted, and most algae-based biofuels except biodiesel remain in research or pilot stages.
  • Evident from the text: this is a qualitative review without quantitative meta-analysis or primary experimental data, and it does not describe a formal systematic-review protocol or study-quality assessment.

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Integrity signals

Registry

Crossref · 10.3390/gases4040024

Cites

276 of 276 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

0 of 148 cited sources checked · 0 supported · 0 flagged

  • Interpretationreasoning

    Algae-based CCUS can potentially achieve net negative carbon emissions.

    “Algae-based CCUS is integral to the BECCS framework, leveraging algae's biological processes to capture and sequester CO 2 while simultaneously contributing to energy production and potentially achieving net negative carbon emissions.”
    Quote in the paperNot a substantial claim
  • Premisecitation

    Ulva tepida typically takes 2 to 3 weeks to reach a harvestable size.

    “while macroalgae like Ulva tepida typically takes 2 to 3 weeks to reach a harvestable size [81].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [81] Carl, 2016, The Yield and Quality of Multiple Harvests of Filamentous Ulva Tepida, J. Appl. Phycol. source

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  • Interpretationreasoning

    Algal systems are particularly well-suited for CCUS applications.

    “Overall, algal systems, or more specifically algae biomass-derived circular systems, are particularly well-suited for CCUS applications.”
    Quote in the paperSubstantial claim
  • Premisecitation

    Algal biomass can be utilized to produce high-value products such as food, feed, chemicals and biochemicals, biobased materials, and biofuels.

    “Algal biomass has diverse applications and can be effectively utilized to produce high-value products such as food [83], feed [84], chemicals and biochemicals [68], biobased materials [85][86][87], and biofuels [88].”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites [83] Walsh, 2018, Financial Tradeoffs of Energy and Food Uses of Algal Biomass under Stochastic Conditions, Appl. Energy source

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    • cites [84] Lerat, Y., Cornish, M.L., and Critchley, A.T. (2018). Applications of Algal Biomass in Global Food and Feed Markets: From Traditional Usage to the Potential for Functional Products. Blue Biotechnology, Wiley. source

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    • cites [68] Zhou, Y., Liu, L., Li, M., and Hu, C. (2022). Algal Biomass Valorisation to High-Value Chemicals and Bioproducts: Recent Advances, Opportunities and Challenges. Bioresour. Technol., 344. source

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  • Premisecitation

    Under visible light, algae convert CO2 and water into organic compounds while releasing oxygen.

    “Under visible light, algae convert CO 2 and water into organic compounds while releasing oxygen [90], as overall Reaction (1).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [90] Kavusi, 2022, Removal of Organic and Inorganic Contaminants from the Air, Soil, and Water by Algae, Environ. Sci. Pollut. Res. source

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  • Classified as probably not a substantial claim. 43
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  • Probably not a substantial claim: may not pass S4 (based).

    Premisereasoning

    Algae-based CCUS is integral to the BECCS framework.

    “Algae-based CCUS is integral to the BECCS framework, leveraging algae's biological processes to capture and sequester CO 2 while simultaneously contributing to energy production and potentially achieving net negative carbon emissions.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Algae's high photosynthetic efficiency, rapid growth rates, and ability to grow in non-arable environments provide significant advantages over other BECCS methods.

    “Algae's high photosynthetic efficiency, rapid growth rates, and ability to grow in non-arable environments provide significant advantages over other BECCS methods.”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites [38][39][40]

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    • cites [41] Laurens, 2017, A Perspective on Renewable Bioenergy from Photosynthetic Algae as Feedstock for Biofuels and Bioproducts, Algal Res. source

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    • cites [44][45][46]

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    Premisereasoning

    Macroalgae such as kelp, Saccharina, and Ulva are primarily used in production of food, feed, and chemicals and biochemicals due to their nutritional qualities and bioactive compounds.

    “In particular, macroalgae, such as kelp, Saccharina, and Ulva, are primarily used in the production of food, feed, and chemicals and biochemicals due to their rich nutritional qualities and bioactive compounds.”
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    Premisereasoning

    Among biofuels derived from microalgae, biodiesel and bioethanol generally hold the highest potential due to well-established thermochemical processing methods and the energy-dense nature of their lipid and carbohydrate contents.

    “Among the biofuels derived from microalgae, biodiesel and bioethanol generally hold the highest potential due to well-established thermochemical processing methods and the energy-dense nature of their lipid and carbohydrate contents.”
    Quote in the paperNot a substantial claim
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    Premisecitation

    Algae can grow in diverse water types, including freshwater, saltwater, and wastewater.

    “Algae can grow in diverse water types, including freshwater [70,71], saltwater [72][73][74], and even wastewater [72].”
    Quote in the paperSubstantial claim0 of 4 sources checked
    • cites [70] Verawaty, 2017, Cultivation Strategy for Freshwater Macro- and Micro-Algae as Biomass Stock for Lipid Production, J. Eng. Technol. Sci. source

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    • cites [71] Xu, 2015, Nutrient Removal and Biogas Upgrading by Integrating Freshwater Algae Cultivation with Piggery Anaerobic Digestate Liquid Treatment, Appl. Microbiol. Biotechnol. source

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    • cites [72][73][74]

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    • cites [72] Chew, 2018, Effects of Water Culture Medium, Cultivation Systems and Growth Modes for Microalgae Cultivation: A Review, J. Taiwan Inst. Chem. Eng. source

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    Premisecitation

    Chlorella vulgaris and Scenedesmus obliquus have been successfully cultivated in wastewater and have aided in removal of pollutants like nitrogen and phosphorus.

    “For instance, Chlorella vulgaris and Scenedesmus obliquus have been successfully cultivated in wastewater and have aided in the removal of pollutants like nitrogen and phosphorus [77,78].”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [77] Asaad, A.A., and Amer, A.S. (2024). Evaluation of Chlorella Vulgaris Biosorption Capacity for Phosphate and Nitrate Removal from Wastewater. Sci. Rep., 14. source

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    • cites [78] He, 2023, Cultivation of Chlorella Pyrenoidosa and Scenedesmus Obliquus in Swine Wastewater: Nitrogen and Phosphorus Removal and Microalgal Growth, Process Saf. Environ. Prot. source

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    Premisecitation

    Algae can thrive in environments unsuitable for traditional agriculture, such as polluted water, minimizing competition for arable land and freshwater.

    “Algae can also thrive in environments that are unsuitable for traditional agriculture, such as polluted water, minimizing competition for arable land and freshwater [44][45][46].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [44][45][46]

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  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Premisenone given

    The carbon capture capacity of algae is primarily determined by factors including algal species, light conditions, temperature and pH, and cultivation medium composition.

    “The carbon capture capacity of algae is primarily determined by factors including algal species, light conditions, temperature and pH, and the cultivation medium composition.”
    Quote in the paperNot a substantial claim
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    Premisecitation

    Algae can absorb sulfur dioxide and nitrogen oxides, further contributing to emission reductions.

    “In addition to CO 2 , algae can absorb sulfur dioxide and nitrogen oxides, further contributing to emission reductions [42,43].”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [42] Srivastava, 2023, Study of Acidic Air Pollutant (SO2 and NO2) Tolerance of Microalgae with Sodium Bicarbonate as Growth Stimulant, AQUA—Water Infrastruct. Ecosyst. Soc. source

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    • cites [43] Qie, F., Zhu, J., Rong, J., and Zong, B. (2019). Biological Removal of Nitrogen Oxides by Microalgae, a Promising Strategy from Nitrogen Oxides to Protein Production. Bioresour. Technol., 292. source

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  • May combine two claims.

    Interpretationreasoning

    Some microalgae can be cultivated on land unsuitable for traditional agriculture, such as non-arable or saline soils, avoiding competition with conventional crops for arable land and freshwater.

    “This adaptability allows some microalgae to be cultivated on land unsuitable for traditional agriculture, such as non-arable or saline soils, thus avoiding competition with conventional crops for valuable arable land and freshwater resources.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisereasoning

    The process of algal photosynthesis involves light-dependent and light-independent reactions.

    “This process involves two stages: light-dependent and lightindependent reactions, with the associated reactions illustrated in Figure 2.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductown data

    This review included approximately 280 studies after screening 6195 retrieved publications and 1600 full-text reviews.

    “Initially, a total of 6195 publications were retrieved from the database search.After screening abstracts according to inclusion criteria, 1600 publications were selected for full-text review.Finally, approximately 280 studies were included in this review.”
    Quote in the paperNot a substantial claim
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    Premisecitation

    Spiruline platensis has been shown to absorb and detoxify heavy metals in contaminated water while contributing to biomass production by capturing CO2.

    “Spiruline platensis has been shown to absorb and detoxify heavy metals in contaminated water while contributing to biomass production by capturing CO 2 [79].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [79] Diaconu, M., Soreanu, G., Balan, C.D., Buciscanu, I.I., Maier, V., and Cretescu, I. (2023). Study of Spirulina Platensis (Arthrospira) Development under the Heavy Metals Influence, as a Potential Promoter of Wastewater Remediation. Water, 15. source

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  • May combine two claims.

    Interpretationreasoning

    Production of biofuels from microalgae exemplifies a sustainable closed-loop process, where CO2 emitted during combustion can be absorbed by algae for photosynthesis.

    “Notably, the production of biofuels from microalgae exemplifies a sustainable closed-loop process.During biofuel combustion, CO 2 is emitted and can then be absorbed by algae for photosynthesis as part of a natural cycle, thus creating a continuous and self-sustaining carbon process.”
    Quote in the paperSubstantial claim
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    Premisecitation

    Algae capture CO2 through photosynthesis, which can be utilized in commercial production of high-value products such as food, nutraceuticals, pharmaceuticals, and cosmetics.

    “Algae capture CO 2 through photosynthesis, which can be utilized in the commercial production of high-value products such as food, nutraceuticals, pharmaceuticals, and cosmetics.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [37] Vigani, 2015, Food and Feed Products from Micro-Algae: Market Opportunities and Challenges for the EU, Trends Food Sci. Technol. source

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  • May combine two claims.

    Premisecitation

    Algae exhibit higher photosynthetic rates and shorter growth cycles compared to traditional terrestrial plants.

    “Algae exhibit higher photosynthetic rates and shorter growth cycles compared to traditional terrestrial plants [47].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [47] Paul, 2021, Review on the Recent Structural Advances in Open and Closed Systems for Carbon Capture through Algae, Energy Nexus source

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  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisenone given

    Microalgae are commonly utilized for biofuel production due to their high biomass content and rapid growth rates.

    “In contrast, microalgae are commonly utilized for biofuel production due to their high biomass content and rapid growth rates.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Premisenone given

    There is a lack of comprehensive reviews on algae-based CCUS through both organic and inorganic pathways.

    “However, there are still a lack of comprehensive reviews on algae-based CCUS through both organic and inorganic pathways.”
    Quote in the paperNot a substantial claim
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    Premisecitation

    Integration of algal cultivation with wastewater and CO2-rich waste gases can enhance algal biomass accumulation and improve carbon capture efficiency while mitigating environmental impacts.

    “In addition, several studies have explored the integration of algal cultivation with wastewater [130,131] and CO 2 -rich waste gases [132,133] to enhance algal biomass accumulation and improve carbon capture efficiency while mitigating environmental impacts.”
    Quote in the paperSubstantial claim0 of 4 sources checked
    • cites [130] Gentili, 2017, Algal Cultivation in Urban Wastewater: An Efficient Way to Reduce Pharmaceutical Pollutants, J. Appl. Phycol. source

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    • cites [131] Ma, 2014, Effect of Wastewater-Borne Bacteria on Algal Growth and Nutrients Removal in Wastewater-Based Algae Cultivation System, Bioresour. Technol. source

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    • cites [132] Bakonyi, 2020, Possibilities for the Biologically-Assisted Utilization of CO2-Rich Gaseous Waste Streams Generated during Membrane Technological Separation of Biohydrogen, J. CO2 Util. source

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    • cites [133] Comley, 2024, Utilizing CO2 in Industrial off-Gas for Microalgae Cultivation: Considerations and Solutions, Crit. Rev. Biotechnol. source

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    Premisecitation

    Hena et al. found that four microalgae strains thrived in dairy wastewater, effectively removing nutrients and leading to increased biomass production.

    “They found that the microalgae thrived in dairy wastewater, effectively removing nutrients, and leading to increased biomass production [134].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [134] Hena, 2015, Cultivation of Algae Consortium in a Dairy Farm Wastewater for Biodiesel Production, Water Resour. Ind. source

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    Premisecitation

    Mixed-culture approach lowers operational and maintenance costs and enhances biomass production by allowing complementary nutrient utilization, leading to improved economic benefits.

    “This approach not only lowers the operational and maintenance costs associated with stringent environmental conditions, but also enhances biomass production by allowing different species to complementarily utilize the nutrients in the cultivation medium, leading to improved economic benefits [129].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [129] Reis, 2003, Production of Polyhydroxyalkanoates by Mixed Microbial Cultures, Bioprocess. Biosyst. Eng. source

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    Premisecitation

    Using wastewater as a nutrient source for algal cultures promotes growth, increases biomass yield, and addresses environmental challenges posed by wastewater.

    “Using this wastewater as a nutrient source for algal cultures promotes growth, increases biomass yield, and addresses the environmental challenges posed by wastewater.”
    Quote in the paperSubstantial claim
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    Premisecitation

    Traditional approaches like selective breeding, strain development, and environmental adaptation have long been used to improve algal traits, but require extended periods.

    “Traditional approaches like selective breeding and strain development [107,108] and environmental adaptation [109,110] have long been used to improve algal traits.However, both methods typically require extended periods of time to achieve significant improvements.”
    Quote in the paperNot a substantial claim0 of 4 sources checked
    • cites [107] Takouridis, 2015, The Selective Breeding of the Freshwater Microalga Chlamydomonas reinhardtii for Growth in Salinity, Bioresour. Technol. source

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    • cites [108] Jebali, A., Sanchez, M.R., Hanschen, E.R., Starkenburg, S.R., and Corcoran, A.A. (2022). Trait Drift in Microalgae and Applications for Strain Improvement. Biotechnol. Adv., 60. source

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    • cites [109] Nayaka, S., Toppo, K., and Verma, S. (2017). Adaptation in Algae to Environmental Stress and Ecological Conditions. Plant Adaptation Strategies in Changing Environment, Springer. source

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    • cites [110] Cho, 2023, Genome-Wide Signatures of Adaptation to Extreme Environments in Red Algae, Nat. Commun. source

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  • May combine two claims.

    Premisecitation

    Most algae exhibit maximum carbon capture and biomass production within a temperature range of 15°C to 30°C and a pH of 7 to 9.

    “Most algae exhibit a maximum carbon capture and biomass production within a temperature range of 15 • C to 30 • C [95], and a pH of 7 to 9 [103], which is neutral to slightly alkaline, and promotes efficient carbon fixation via the CCM [104].”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [95] Singh, 2015, Effect of Temperature and Light on the Growth of Algae Species: A Review, Renew. Sustain. Energy Rev. source

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    • cites [103] Gimmler, H. (2001). Acidophilic and Acidotolerant Algae. Algal Adaptation to Environmental Stresses, Springer. source

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    Premisecitation

    Gravity enrichment method can cultivate lipid-rich and carbohydrate-rich algae based on cell density differences, enhancing large-scale production of algae with different storage compounds.

    “Specifically, they employed a gravity enrichment method to cultivate lipid-rich and carbohydrate-rich algae based on their cell density differences.The less dense lipid-rich algae float on the surface of the culture medium, while the denser starchrich algae settle at the bottom.This simple, flexible, and cost-effective method enhances large-scale production of algae with different storage”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [126] Hassanpour, 2015, Gravimetric Enrichment of High Lipid and Starch Accumulating Microalgae, Bioresour. Technol. source

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    Premisecitation

    Nutrient-rich wastewater from dairy and sugar processing contains essential nutrients like nitrogen, phosphorus, and potassium, which if untreated can disrupt water uses.

    “Nutrient-rich wastewater from sources such as dairy and sugar processing contains essential nutrients like nitrogen, phosphorus, and potassium, which, if untreated, can disrupt normal water uses, including drinking, irrigation, and recreational activities [134-137].”
    Quote in the paperNot a substantial claim0 of 4 sources checked
    • cites [134] Hena, 2015, Cultivation of Algae Consortium in a Dairy Farm Wastewater for Biodiesel Production, Water Resour. Ind. source

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    • cites [135] Passero, 2015, Dairy Wastewaters for Algae Cultivation, Polyhydroxyalkanote Reactor Effluent Versus Anaerobic Digester Effluent, Bioenergy Res. source

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    • cites [136] Vieira Costa, J.A., Cruz, C.G., and da Rosa, A.P.C. (2021). Insights into the Technology Utilized to Cultivate Microalgae in Dairy Effluents. Biocatal. Agric. Biotechnol., 35. source

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    • cites [137] Zewdie, 2020, Cultivation of Microalgae for Biofuel Production: Coupling with Sugarcane-Processing Factories, Energy Sustain. Soc. source

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    Premisecitation

    Hassanpour et al. used mixed-culture systems to simultaneously capture CO2 and produce various types of biomass, enhancing economic efficiency and productivity.

    “To fully leverage the advantages of mixed-culture systems in large-scale production, Hassanpour et al. utilized such systems to simultaneously capture CO 2 and produce various types of biomass, enhancing the economic efficiency and productivity of biomass production [126].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [126] Hassanpour, 2015, Gravimetric Enrichment of High Lipid and Starch Accumulating Microalgae, Bioresour. Technol. source

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    Premisecitation

    Mixed cultures leverage species diversity, enabling adaptation to varying light, temperature, and pH conditions.

    “Mixed cultures leverage species diversity [127], enabling adaptation to varying light, temperature, and pH conditions [128].”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [127] Kleerebezem, 2007, Mixed Culture Biotechnology for Bioenergy Production, Curr. Opin. Biotechnol. source

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    • cites [128] Scott, 2010, Biodiesel from Algae: Challenges and Prospects, Curr. Opin. Biotechnol. source

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    Premisecitation

    Monoculture is highly sensitive to environmental fluctuations, exhibits poor resistance to stress, requires costly maintenance, and is vulnerable to contamination.

    “While this method ensures efficient growth under optimal conditions and facilitates standardized management and operation, it is highly sensitive to environmental fluctuations and exhibits poor resistance to stress.As a result, it requires costly maintenance and is vulnerable to contamination, which can severely impact algal growth and productivity.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [124] Smith, 2014, Applying Ecological Principles of Crop Cultivation in Large-Scale Algal Biomass Production, Algal Res. source

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  • May combine two claims.

    Premisereasoning

    Third-generation biofuels from algae are more sustainable due to algae's rapid growth, high yield, low land use, and efficient CO2 utilization.

    “Third-generation biofuels from algae have garnered attention due to algae's rapid growth, high yield, low land use, and efficient CO 2 utilization, making them a more sustainable option.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    Algal biomass can be processed into biofuels and other valuable products, utilizing carbon in a form that creates economic value and contributes to CCUS.

    “This biomass can then be further processed into biofuels and other valuable products, thereby utilizing carbon in a form that creates economic value and contributes to the CCUS process.”
    Quote in the paperSubstantial claim
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    Premisecitation

    The main products of solid pellet combustion are typically CO2 and ash, both of which can be fully recycled into algae cultivation.

    “Additionally, the main products of solid pellet combustion are typically CO 2 and ash, both of which can be fully recycled into algae cultivation [48].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [48] Yang, J., Zhao, T., Cui, X., Peng, M., Wang, X., Mao, H., and Cui, M. (2022). New Insights into the Carbon Neutrality of Microalgae from Culture to Utilization: A Critical Review on the Algae-Based Solid Biofuels. Biomass Bioenergy, 166. source

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    Premisecitation

    Suriya Narayanan et al. demonstrated that using LPG-burned exhaust gas streams as carbon source for Coelastrella sp. FI69 achieved a promisingly high net energy ratio and effective capture/utilization of CO2-rich gas streams.

    “The results demonstrated that this method achieved a promisingly high net energy ratio and underscored the significance of using this strain for effective capture and utilization of CO 2 -rich gas streams.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [138] kumar, 2019, Utilization of Unfiltered LPG-Burner Exhaust-Gas Emission Using Microalga Coelastrella sp., J. CO2 Util. source

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    Interpretationreasoning

    Internet of Things makes microalgal cultivation systems intelligent, enabling autonomous management and improvement of operational performance, greatly enhancing cultivation efficiency and leading to more efficient carbon capture.

    “In essence, this makes microalgal cultivation systems intelligent, as it can autonomously manage and improve their operational performance, greatly enhancing cultivation efficiency and leading to more efficient carbon capture.”
    Quote in the paperNot a substantial claim
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    Premisecitation

    Acedo et al. demonstrated that leveraging synergies between CO2 emission sources and algal cultivation can enhance carbon capture efficiency and support sustainable production of algal biofuels and bioproducts.

    “The results demonstrated that leveraging synergies between CO 2 emission sources and algal cultivation can not only enhance carbon capture efficiency but also support the sustainable production of algal biofuels and bioproducts.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [139] Acedo, 2020, Coupling Carbon Capture from a Power Plant with Semi-Automated Open Raceway Ponds for Microalgae Cultivation, J. Vis. Exp.

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    Premisecitation

    Microbubble-assisted photobioreactors integrating Venturi microbubble generators and bubble columns significantly increase gas-liquid contact area, promoting CO2 mass transfer and boosting overall CO2 capture efficiency.

    “Microbubble-assisted PBRs, integrating Venturi microbubble generators and bubble columns, significantly increase the gas-liquid contact area to promote the mass transfer efficiency of CO 2 , thereby boosting the overall CO 2 capture efficiency [142].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [142] Dey, 2020, High-Rate CO2 Sequestration Using a Novel Venturi Integrated Photobioreactor and Subsequent Valorization to Microalgal Lipids, Green. Chem. source

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    Premisenone given

    Algae-based solid biomass pellets offer significant advantages as fuel due to high efficiency during direct combustion and low carbon emissions.

    “These pellets offer significant advantages as a fuel, particularly due to their high efficiency during direct combustion and low carbon emissions.”
    Quote in the paperNot a substantial claim
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    Premisenone given

    Gaseous CO2, the most commonly used carbon source for algae cultivation, transfers into the cultivation medium through diffusion across the gas-liquid interface, which is influenced by mass transfer limitations.

    “Gaseous CO 2 , the most commonly used carbon source for algae cultivation, transfers into the cultivation medium through diffusion across the gas-liquid interface, which is influenced by mass transfer limitations.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Algal components offer antioxidant, anti-inflammatory, and free radical scavenging properties, leading to applications in food, feed, supplements, pharmaceuticals, and cosmetics.

    “These components offer exceptional antioxidant, anti-inflammatory, and free radical scavenging properties, leading to their widespread applications in food, feed, supplements, pharmaceuticals, and cosmetics [37,84,155,156].”
    Quote in the paperNot a substantial claim0 of 4 sources checked
    • cites [37] Vigani, 2015, Food and Feed Products from Micro-Algae: Market Opportunities and Challenges for the EU, Trends Food Sci. Technol. source

      Not checked in the free run.

    • cites [84] Lerat, Y., Cornish, M.L., and Critchley, A.T. (2018). Applications of Algal Biomass in Global Food and Feed Markets: From Traditional Usage to the Potential for Functional Products. Blue Biotechnology, Wiley. source

      Not checked in the free run.

    • cites [155] Vieira, M.V., Pastrana, L.M., and Fuciños, P. (2020). Microalgae Encapsulation Systems for Food, Pharmaceutical and Cosmetics Applications. Mar. Drugs, 18. source

      Not checked in the free run.

    • cites [156] Michalak, 2015, Algae as Production Systems of Bioactive Compounds, Eng. Life Sci. source

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    Internet of Things connectivity allows remote management and automatic adjustment of lighting, temperature, and nutrient supply, enhancing operational flexibility and efficiency.

    “Furthermore, the connectivity features of IoT allow for remote management and operation, enabling the automatic adjustment of lighting, temperature, and nutrient supply.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    CO2 released during biofuel production and combustion can be absorbed by algae again for cultivation, creating a closed-loop system that aligns with BECCS and offers significant potential for net-negative carbon emissions.

    “The CO 2 released during biofuel production and combustion can be absorbed by algae again for cultivation, creating a closed-loop system that aligns with the BECCS framework and offers significant potential for net-negative carbon emissions.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Bicarbonate application significantly improves carbon fixation efficiency in algae and enhances carbon utilization by increasing production of intracellular total sugars, exopolysaccharides, chlorophyll, and phycocyanin.

    “Their study demonstrated that, in addition to significantly improving carbon fixation efficiency in algae, bicarbonate application can enhance carbon utilization by increasing the production of intracellular total sugars, exopolysaccharides, chlorophyll, and phycocyanin.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [150] Yang, 2024, Carbon Capture and Utilization by Algae with High Concentration CO2 or Bicarbonate as Carbon Source, Sci. Total Environ. source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    During plant growth, atmospheric CO2 is absorbed, and when biofuels are combusted, the CO2 released is roughly equivalent to the amount absorbed, making biofuels a relatively clean energy source.

    “During plant growth, atmospheric CO 2 is absorbed, and when biofuels are combusted, the CO 2 released is roughly equivalent to the amount absorbed, making biofuels a relatively clean energy source [53].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [53] Nematian, T., and Barati, M. (2019). Nanobiocatalytic Processes for Producing Biodiesel from Algae. Sustainable Bioenergy, Elsevier. source

      Not checked in the free run.

  • May combine two claims.

    Premisenone given

    Algae capture CO2 from the atmosphere and convert it into organic carbon compounds in algal biomass, which serves as an intermediary product.

    “Specifically, algae capture CO 2 from the atmosphere and efficiently convert it into organic carbon compounds in algal biomass, which serves as an intermediary product.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    In Sharma et al.'s study, a consortium of Bacillus sphaericus and Nostoc commune catalyzed formation of calcite crystals that bonded sand particles, significantly increasing soil strength and reducing permeability.

    “The results demonstrated that these microorganisms catalyzed the formation of calcite (CaCO 3 ) crystals, which bonded sand particles together, significantly increasing the soil strength and reducing permeability.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [270] Sharma, 2020, Strength Enhancement and Lead Immobilization of Sand Using Consortia of Bacteria and Blue-Green Algae, J. Hazard. Toxic Radioact. Waste source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Thermochemical technologies generally demonstrate higher energy conversion efficiencies and greater economic feasibility compared to biochemical processes.

    “While energy conversion efficiency and economic feasibility depend on multiple factors, thermochemical technologies generally demonstrate higher energy conversion efficiencies and greater economic feasibility compared to biochemical processes [267].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [267] Raheem, 2015, Thermochemical Conversion of Microalgal Biomass for Biofuel Production, Renew. Sustain. Energy Rev. source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Acid pretreatment degrades polysaccharides, lowers energy consumption, and increases sugar yields, making it cost-efficient compared to other pretreatment technologies.

    “It also degrades polysaccharides, lowers energy consumption, and increases sugar yields, making it a cost-efficient option compared to other pretreatment technologies [197].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [197] Phwan, C.K., Chew, K.W., Sebayang, A.H., Ong, H.C., Ling, T.C., Malek, M.A., Ho, Y.-C., and Show, P.L. (2019). Effects of Acids Pre-Treatment on the Microbial Fermentation Process for Bioethanol Production from Microalgae. Biotechnol. Biofuels, 12. source

      Not checked in the free run.

  • May combine two claims.

    Interpretationnone given

    Optimizing process parameters through simulation lowers production costs and improves both the efficiency and quality of syngas production in practical applications.

    “Optimizing process parameters through simulation lowers production costs and improves both the efficiency and quality of syngas production in practical applications.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Miranda et al. produced Scenedesmus pellets with a density of 788 kg/m3 and an energy density of 14,165 MJ/m3, higher than industrial wood-based fuels around 11,000 MJ/m3, highlighting significant biofuel potential.

    “Miranda et al. produced Scenedesmus pellets with a density of 788 kg/m 3 and an energy density of 14,165 MJ/m 3 , which is higher than that of industrial wood-based fuels (around 11,000 MJ/m 3 ), highlighting their significant biofuel potential [161].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [161] Miranda, 2018, Physical-Energy Characterization of Microalgae Scenedesmus and Experimental Pellets, Fuel source

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    Hydrothermal carbonization reduces energy consumption for drying algae, improves production efficiency, and lowers production costs.

    “This characteristic is a significant advantage of the technology, as it reduces energy consumption for drying algae, improves production efficiency, and lowers production costs.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Premisenone given

    Algae-based biodiesel is currently the closest to commercialization among algae-based biofuels.

    “Although production technologies for various algae-based biofuels are continuously advancing, algae-based biodiesel is currently the one closest to commercialization.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Kosowska-Golachowska et al. tested Oscillatoria sp. pellets in circulating fluidized bed boilers, achieving a high heating value of 15.86 MJ/kg, fast ignition at 308°C, and efficient combustion times.

    “Kosowska-Golachowska et al. tested Oscillatoria sp.pellets in circulating fluidized bed (CFB) boilers, achieving a high heating value of 15.86 MJ/kg, fast ignition at 308 • C, and efficient combustion times [164].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [164] Urbaniak, 2017, Analysis of Microalgae Pellets Combustion in a Circulating Fluidized-Bed, E3S Web Conf. source

      Not checked in the free run.

  • May combine two claims.

    Premisenone given

    Production of algae-based syngas is influenced by algae type and characteristics, and by gasification operational parameters such as temperature, pressure, and airflow rate.

    “The production of algae-based syngas is influenced by the algae type and characteristics, as well as by gasification operational parameters, such as temperature, pressure, and airflow rate.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Algae-based syngas is produced through gasification, where biomass is converted into syngas at high temperatures (700-1000 °C) with oxidants like oxygen, air, and steam.

    “Algae-based syngas is produced through gasification, a process where biomass is converted into syngas at high temperatures (700-1000 °C) with oxidants like oxygen, air and steam.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [255] Faraji, 2021, Hydrogen-Rich Syngas Production via Integrated Configuration of Pyrolysis and Air Gasification Processes of Various Algal Biomass: Process Simulation and Evaluation Using Aspen Plus Software, Int. J. Hydrog. Energy source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Compared to using coal alone, co-combustion of algae-based pellets or co-pellets with coal lowers ignition and burnout temperatures, increases the combustion index, and reduces ignition delay times, enhancing overall combustion performance.

    “Compared to using coal alone, the co-combustion of algae-based pellets or co-pellets with coal can lower ignition and burnout temperatures, increase the combustion index, and reduce ignition delay times [48,169], thus significantly enhancing the overall combustion performance.”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [48] Yang, J., Zhao, T., Cui, X., Peng, M., Wang, X., Mao, H., and Cui, M. (2022). New Insights into the Carbon Neutrality of Microalgae from Culture to Utilization: A Critical Review on the Algae-Based Solid Biofuels. Biomass Bioenergy, 166. source

      Not checked in the free run.

    • cites [169] Kastanaki, 2006, A Comparative Reactivity and Kinetic Study on the Combustion of Coal–Biomass Char Blends, Fuel source

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    The organic pathway primarily emphasizes carbon utilization rather than carbon storage, because captured carbon is stored only short-term before being converted into biofuels rather than permanently stored.

    “However, this organic pathway primarily emphasizes carbon utilization rather than carbon storage, as the captured carbon is stored only short-term before being converted into biofuels for utilization rather than being permanently stored.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: Algae capture atmospheric CO2 through photosynthesis, converting it into organic biomass, which is then used to produce high-value bioenergy.
  • May combine two claims.

    Premisenone given

    Other algae-based biofuels remain in research or pilot stages and have not yet achieved large-scale commercial production.

    “Other algae-based biofuels remain in the research or pilot stages and have not yet achieved large-scale commercial production.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    Although hydrothermal carbonization has not yet been widely adopted, its low energy consumption presents significant potential for biocoal production.

    “Although HTC technology has not yet been widely adopted, its low energy consumption presents significant potential for biocoal production.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    In algae, MICP processes such as ureolysis, sulfate reduction, and denitrification elevate pH and increase bicarbonate concentration.

    “Simultaneously, the MICP process involves key microbial processes, such as ureolysis (urea hydrolysis), sulfate reduction, and denitrification, which not only elevate the pH within the microbial system, but also increase the concentration of bicarbonate ions [271].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [271] Lin, W., Lin, W., Cheng, X., Chen, G., and Ersan, Y.C. (2021). Microbially Induced Desaturation and Carbonate Precipitation through Denitrification: A Review. Appl. Sci., 11. source

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    An integrated biodiesel-bioethanol production approach enhances resource efficiency, reduces waste production, and potentially increases economic benefits, making the overall process more sustainable and economically viable.

    “This integrated approach not only enhances resource efficiency but also reduces waste production and potentially increases economic benefits, making the overall process more sustainable and economically viable.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Enzymatic catalysts improve transesterification reaction completeness, reduce unreacted intermediates and byproducts, and enhance biodiesel purity and yield.

    “Enzymatic catalysts, with their unique acyl migration mechanism, offer significant benefits in improving the transesterification reaction completeness, reducing unreacted intermediates and byproducts, and enhancing biodiesel purity and yield [184].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [184] Christopher, 2014, Enzymatic Biodiesel: Challenges and Opportunities, Appl. Energy source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    In anaerobic digestion for biogas, hydrolysis breaks complex organic polymers into simpler compounds with hydrogen release, acidogenesis produces alcohols, aldehydes, volatile fatty acids, acetate, and carbon dioxide, acetogenesis converts residuals into acetate, carbon dioxide, and hydrogen, and methanogenesis converts acetate, carbon dioxide, and hydrogen into biogas.

    “In hydrolysis, hydrolytic bacteria secreting enzymes break down complex organic polymers into simpler compounds, with hydrogen being released.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Premisenone given

    Traditional carbon storage techniques such as geological storage can incur high costs and involve risks of leakage.

    “Some traditional carbon storage techniques, such as geological storage, can incur high costs and involve risks of leakage.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    Improving efficiency and yield of biofuel production can be achieved by selecting suitable algal strains as feedstock.

    “In algae-based carbon utilization for biofuel production, improving the efficiency and yield of biofuel production can be achieved by selecting suitable algal strains as feedstock.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationcitation

    This research highlights the potential of combining algal characteristics with biomanufacturing techniques to harness dual carbon storage capabilities of algae, offering a scalable solution for CO2 storage.

    “This research highlights the potential of combining algal characteristics with biomanufacturing techniques to harness the dual carbon storage capabilities of algae, offering a scalable solution for CO 2 storage.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    The energy required for cultivation, harvesting, and conversion must be carefully managed to ensure that net energy balance remains positive.

    “The energy required for cultivation, harvesting, and conversion must be carefully managed to ensure that the net energy balance remains positive, that is, the energy output from the final biofuel exceeds the energy input.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Macroalgae have low protein and lipid content but high carbohydrates and moisture.

    “Low protein and lipid content but high carbohydrates and moisture”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [53] Nematian, T., and Barati, M. (2019). Nanobiocatalytic Processes for Producing Biodiesel from Algae. Sustainable Bioenergy, Elsevier. source

      Not checked in the free run.

    • cites [59] Sambusiti, 2015, Algae as Promising Feedstocks for Fermentative Biohydrogen Production According to a Biorefinery Approach: A Comprehensive Review, Renew. Sustain. Energy Rev. source

      Not checked in the free run.

    • cites [60] Saifuddin, 2016, Developments in Bio-Hydrogen Production from Algae: A Review, Res. J. Appl. Sci. Eng. Technol. source

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    This makes photosynthetic MICP a more sustainable, eco-friendly, and cost-effective choice for carbon sequestration.

    “This makes it a more sustainable, eco-friendly, and cost-effective choice for carbon sequestration.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    In algae, carbon is stored not only as organic biomass through photosynthesis, but also as inorganic calcium carbonate precipitates via MICP.

    “Consequently, in algae, carbon is stored not only in the form of organic biomass through photosynthesis, but also as inorganic calcium carbonate precipitates via MICP.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: Algae capture atmospheric CO2 through photosynthesis, converting it into organic biomass, which is then used to produce high-value bioenergy.
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Macroalgae grow in coastal or shallow water areas, usually requiring substrate attachment.

    “Coastal or shallow water areas, substrate attachment usually requiring”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [53] Nematian, T., and Barati, M. (2019). Nanobiocatalytic Processes for Producing Biodiesel from Algae. Sustainable Bioenergy, Elsevier. source

      Not checked in the free run.

    • cites [59] Sambusiti, 2015, Algae as Promising Feedstocks for Fermentative Biohydrogen Production According to a Biorefinery Approach: A Comprehensive Review, Renew. Sustain. Energy Rev. source

      Not checked in the free run.

    • cites [60] Saifuddin, 2016, Developments in Bio-Hydrogen Production from Algae: A Review, Res. J. Appl. Sci. Eng. Technol. source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Premisenone given

    Recent advancements in these technologies have led to increased yields of biofuels.

    “Recent advancements in these technologies have led to increased yields of biofuels.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    Algae, with high photosynthetic efficiency, fast growth rates, and lack of competition with arable land, has emerged as a promising candidate within the BECCS framework to address the dual challenges of reducing atmospheric CO2 and producing sustainable bioenergy.

    “Algae, with its high photosynthetic efficiency, fast growth rates, and lack of competition with arable land, has emerged as a promising candidate within the BECCS framework to address the dual challenges of reducing atmospheric CO 2 concentrations and producing sustainable bioenergy.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: Algae capture atmospheric CO2 through photosynthesis, converting it into organic biomass, which is then used to produce high-value bioenergy.
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationreasoning

    The algae-based photosynthetic MICP dual carbon storage mechanism shows significant potential for practical and widespread application due to its scalability.

    “The algae-based photosynthetic MICP dual carbon storage mechanism shows significant potential for practical and widespread application due to its scalability.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Macroalgae are classified into four groups based on pigmentation: Heterokontophyta, Rhodophyta, Cyanophyta, and Chlorophyta.

    “Classified into Heterokontophyta, and Rhodophyta Cyanophyta, Chlorophyta, four groups based on pigmentation:”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [53] Nematian, T., and Barati, M. (2019). Nanobiocatalytic Processes for Producing Biodiesel from Algae. Sustainable Bioenergy, Elsevier. source

      Not checked in the free run.

    • cites [59] Sambusiti, 2015, Algae as Promising Feedstocks for Fermentative Biohydrogen Production According to a Biorefinery Approach: A Comprehensive Review, Renew. Sustain. Energy Rev. source

      Not checked in the free run.

    • cites [60] Saifuddin, 2016, Developments in Bio-Hydrogen Production from Algae: A Review, Res. J. Appl. Sci. Eng. Technol. source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Premisenone given

    Currently, algae-based carbon capture technologies have significantly improved CO2 capture efficiency through photosynthesis by enhancing open and closed cultivation systems and optimizing relevant cultivation parameters.

    “Currently, algae-based carbon capture technologies have significantly improved CO 2 capture efficiency through photosynthesis by enhancing open and closed cultivation systems and optimizing relevant cultivation parameters.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: Algae capture atmospheric CO2 through photosynthesis, converting it into organic biomass, which is then used to produce high-value bioenergy.
  • May combine two claims.

    Premisenone given

    Traditional carbon capture technologies such as amine-based CO2 capture and post-combustion carbon capture generate harmful by-products like amine degradation products or corrosive compounds, requiring higher costs for treatment.

    “Some traditional carbon capture technologies, such as amine-based CO2 capture systems and post-combustion carbon capture, generate harmful by-products like amine degradation products or corrosive compounds, which require higher costs for additional treatment processes, chemicals, and extra energy.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Interpretationreasoning

    Photosynthetic MICP leverages natural biological processes that do not require external energy or produce toxic by-products.

    “In contrast, photosynthetic MICP leverages natural biological processes that do not require external energy or produce toxic by-products.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Interpretationreasoning

    This dual carbon storage mechanism, when integrated with additive manufacturing technology, enables production of materials for carbon storage, facilitating scalable and feasible CO2 storage solutions.

    “This dual carbon storage mecha-nism, when integrated with additive manufacturing technology, enables the production of materials for carbon storage, facilitating scalable and feasible CO 2 storage solutions.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    The dual carbon mechanism creates a more resilient and efficient approach for carbon sequestration, addressing the need for both short-term and long-term carbon storage.

    “Therefore, this dual carbon mechanism creates a more resilient and efficient approach for carbon sequestration, effectively addressing the need for both short-term (organic) and more importantly, long-term (inorganic) carbon storage solutions.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisenone given

    CO2 captured by algae is converted into algal biomass, which can be utilized for production of various biofuels including solid pellets and biocoal, biodiesel and bioethanol, and biohydrogen, biogas, and syngas.

    “The CO 2 captured by algae is converted into algal biomass, which can be utilized for the production of various biofuels, including solid pellets and biocoal as solid biofuels, biodiesel and bioethanol as liquid biofuels, and biohydrogen, biogas, and syngas as gaseous biofuels.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: Algae capture atmospheric CO2 through photosynthesis, converting it into organic biomass, which is then used to produce high-value bioenergy.
  • May combine two claims.

    Premisecitation

    Macroalgae have high productivity, carbon to biomass from inorganic, bioremediation of contaminants, and high conversion capability.

    “High productivity; carbon to biomass from inorganic Bioremediation of contaminants; High conversion capability”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [53] Nematian, T., and Barati, M. (2019). Nanobiocatalytic Processes for Producing Biodiesel from Algae. Sustainable Bioenergy, Elsevier. source

      Not checked in the free run.

    • cites [59] Sambusiti, 2015, Algae as Promising Feedstocks for Fermentative Biohydrogen Production According to a Biorefinery Approach: A Comprehensive Review, Renew. Sustain. Energy Rev. source

      Not checked in the free run.

    • cites [60] Saifuddin, 2016, Developments in Bio-Hydrogen Production from Algae: A Review, Res. J. Appl. Sci. Eng. Technol. source

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    This creates a dual carbon storage mechanism involving both photosynthesis and MICP, further enhancing the potential of algae-based systems in CCUS.

    “This creates a dual carbon storage mechanism, as illustrated in Figure 6, which involves both photosynthesis and MICP, further enhancing the potential of algae-based systems in CCUS.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Macroalgae have complex structures composed of multicellular organisms.

    “Complex structures composed of multicellular organisms”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [53] Nematian, T., and Barati, M. (2019). Nanobiocatalytic Processes for Producing Biodiesel from Algae. Sustainable Bioenergy, Elsevier. source

      Not checked in the free run.

    • cites [59] Sambusiti, 2015, Algae as Promising Feedstocks for Fermentative Biohydrogen Production According to a Biorefinery Approach: A Comprehensive Review, Renew. Sustain. Energy Rev. source

      Not checked in the free run.

    • cites [60] Saifuddin, 2016, Developments in Bio-Hydrogen Production from Algae: A Review, Res. J. Appl. Sci. Eng. Technol. source

      Not checked in the free run.

  • Classified as probably not a substantial claim. May combine two claims.

    Interpretationreasoning

    This approach improves overall economic viability, promoting sustainable development of algae-based CCUS.

    “This approach improves overall economic viability, promoting the sustainable development of algae-based CCUS.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    Modifying photosynthetic pigments, altering photosynthesis-related proteins, and improving activity and stability of carbon fixation enzymes can help algae maintain efficient carbon capture under diverse cultivation conditions.

    “For instance, modifying photosynthetic pigments [278], altering photosynthesis-related proteins [279], and improving the activity and stability of carbon fixation enzymes [280] can help algae maintain efficient carbon capture under diverse cultivation conditions.”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites [278] Kana, 1997, Regulation of Photosynthetic Pigments in Micro-algae by Multiple Environmental Factors: A Dynamic Balance Hypothesis, New Phytol. source

      Not checked in the free run.

    • cites [279] Vener, 2007, Environmentally Modulated Phosphorylation and Dynamics of Proteins in Photosynthetic Membranes, Biochim. Et Biophys. Acta (BBA)-Bioenerg. source

      Not checked in the free run.

    • cites [280] Durall, 2015, Mechanisms of Carbon Fixation and Engineering for Increased Carbon Fixation in Cyanobacteria, Algal Res. source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Dranseike et al. demonstrated that algae in optimized bioprinted structures could survive and grow normally for over a year, successfully achieving dual carbon storage through biomass production via photosynthesis and formation of insoluble carbonates via MICP.

    “As a result, the study demonstrated that the algae in these optimized bioprinted structures could survive and grow normally for over a year, successfully achieving dual carbon storage through biomass production via photosynthesis and the formation of insoluble carbonates via MICP.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [272] Dranseike, D., Cui, Y., Ling, A.S., Donat, F., Bernhard, S., Bernero, M., Areeckal, A., Qin, X.-H., Oakey, J.S., and Dillenburger, B. (2023). Dual Carbon Sequestration with Photosynthetic Living Materials. bioRxiv, 12. source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    Genetic and metabolic engineering can be employed to optimize specific phenotypes and metabolic pathways in algae, maximizing biomass yield and significantly improving biofuel production efficiency and output.

    “Additionally, genetic and metabolic engineering can be employed to optimize specific phenotypes and metabolic pathways in algae, maximizing biomass yield and significantly improving biofuel production efficiency and output.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    Algae can store CO2 as organic matter through photosynthesis and as inorganic carbon precipitation through MICP, exhibiting a dual carbon storage mechanism.

    “Algae, in addition to storing CO 2 as organic matter through photosynthesis, can leverage their microbial properties to store CO 2 in the form of inorganic carbon precipitation through MICP, thereby exhibiting a dual carbon storage mechanism.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: Algae capture atmospheric CO2 through photosynthesis, converting it into organic biomass, which is then used to produce high-value bioenergy.
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    Enhancing algae's resistance to bacterial and other biological contamination can significantly reduce maintenance costs of cultivation systems.

    “Additionally, enhancing algae's resistance to bacterial and other biological contamination can significantly reduce the maintenance costs of cultivation systems.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    Converting by-products or residual algae from biofuel production into high-value products such as biofertilizers, animal feed, or raw materials for the chemical industry can create a diversified revenue stream.

    “Additionally, by converting by-products or residual algae from biofuel production into high-value products such as biofertilizers, animal feed, or raw materials for the chemical industry, a diversified revenue stream can be created.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    Economic viability remains the primary barrier to widespread adoption of algae-based CCUS.

    “However, despite recent technological advancements that have supported the growth of algae-based CCUS, economic viability remains the primary barrier to widespread adoption.”
    • Also stated in: § Economic viability remains the primary barrier to the large-scale industrial adoption of algae-based CCUS. · plain
      “Economic viability remains the primary barrier to the large-scale industrial adoption of algae-based CCUS.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Premisenone given

    Recent advancements in enhancing algal traits, improving cultivation techniques, optimizing cultivation systems and parameters, and refining carbon sources have significantly increased efficiency of carbon capture by algae.

    “In recent years, advancements in enhancing algal traits, improving cultivation techniques, optimizing cultivation systems and their parameters, and refining carbon sources have significantly increased the efficiency of carbon capture by algae.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: Algae capture atmospheric CO2 through photosynthesis, converting it into organic biomass, which is then used to produce high-value bioenergy.
  • May combine two claims.

    Interpretationreasoning

    Compared with other industrial carbon capture and storage techniques, photosynthetic MICP is more environmentally friendly and cost-effective.

    “Furthermore, compared with other industrial carbon capture and storage techniques, photosynthetic MICP is more environmentally friendly and cost-effective.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Amyloglucosidase has an optimal temperature of 20-70 • C and an optimal pH of 3.50-5.50 and is applicable to microalgae.

    “Amyloglucosidase | 20-70 • C | 3.50-5.50 | Microalgae | [217]”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [217] Dura, 2014, Functionality of Porous Starch Obtained by Amylase or Amyloglucosidase Treatments, Carbohydr. Polym. source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Cellulase has an optimal temperature of 30-45 • C and an optimal pH of 4.5-5 and is applicable to macroalgae.

    “Cellulase | | 30-45 • C | 4.5-5 | Macroalgae | [216]”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [216] Sohail, 2009, Cellulase Production from Aspergillus Niger MS82: Effect of Temperature and PH, New Biotechnol. source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Xylose-fermenting microorganisms, including Candida shehatae and Pichia stipitis, ferment pentoses.

    “Xylose-fermenting microorganisms, including Candida shehatae and Pichia stipitis”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [193] Li, 2014, An Overview of Algae Bioethanol Production, Int. J. Energy Res. source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    β-glucosidase has an optimal temperature of less than 80 • C and an optimal pH of 4.0-6.5 and is applicable to macroalgae.

    “β-glucosidase | | less than 80 • C | 4.0-6.5 | Macroalgae | [219]”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [219] Ratuchne, A., and Knob, A. (2021). A New and Unusual β-Glucosidase from Aspergillus Fumigatus: Catalytic Activity at High Temperatures and Glucose Tolerance. Biocatal. Agric. Biotechnol., 35. source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Combining this method with other pretreatments significantly accelerates saccharification.

    “Combining this method with other High energy requirement pretreatments significantly accelerates saccharification;”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [199] Yoon, 2012, Improvement of Saccharification Process for Bioethanol Production from Undaria sp. by Gamma Irradiation, Radiat. Phys. Chem. source

      Not checked in the free run.

    • cites [200] Budarin, 2011, Microwave-Mediated Pyrolysis of Macro-Algae, Green. Chem. source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    α-amylase has an optimal temperature of 95-115 • C and an optimal pH of 5.0-7.5 and is applicable to microalgae.

    “α-amylase | | 95-115 • C | 5.0-7.5 | Microalgae | [218]”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [218] Timilsina, P.M., Pandey, G.R., Shrestha, A., Ojha, M., and Karki, T.B. (2020). Purification and Characterization of a Noble Thermostable Algal Starch Liquefying Alpha-Amylase from Aeribacillus Pallidus BTPS-2 Isolated from Geothermal Spring of Nepal. Biotechnol. Rep., 28. source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Microwave irradiation is suitable for microalgae.

    “suitable for microalgae Microwave irradiation is”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [199] Yoon, 2012, Improvement of Saccharification Process for Bioethanol Production from Undaria sp. by Gamma Irradiation, Radiat. Phys. Chem. source

      Not checked in the free run.

    • cites [200] Budarin, 2011, Microwave-Mediated Pyrolysis of Macro-Algae, Green. Chem. source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Gamma irradiation is suitable for macroalgae with recalcitrant cellulose structures.

    “Gamma irradiation is suitable for macroalgae with recalcitrant cellulose structures”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [199] Yoon, 2012, Improvement of Saccharification Process for Bioethanol Production from Undaria sp. by Gamma Irradiation, Radiat. Phys. Chem. source

      Not checked in the free run.

    • cites [200] Budarin, 2011, Microwave-Mediated Pyrolysis of Macro-Algae, Green. Chem. source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Specific fermentation procedures and production capacity conditions are required for pentose fermentation.

    “Specific fermentation procedures and production capacity. conditions are required;”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [193] Li, 2014, An Overview of Algae Bioethanol Production, Int. J. Energy Res. source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    This method has a high energy requirement.

    “High energy requirement”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [199] Yoon, 2012, Improvement of Saccharification Process for Bioethanol Production from Undaria sp. by Gamma Irradiation, Radiat. Phys. Chem. source

      Not checked in the free run.

    • cites [200] Budarin, 2011, Microwave-Mediated Pyrolysis of Macro-Algae, Green. Chem. source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Repeated batch operations can enhance bioethanol production.

    “Repeated batch operations can enhance bioethanol”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [193] Li, 2014, An Overview of Algae Bioethanol Production, Int. J. Energy Res. source

      Not checked in the free run.

104 of 104
  • The paper relies on this without support.

    Algae-based technologies feature lower CO2 storage and operational costs, enhancing their feasibility for large-scale deployment.

    “Moreover, algae-based technologies feature lower CO 2 storage and operational costs, enhancing their feasibility for large-scale deployment.”
  • The paper relies on this without support.

    High costs and limited technological infrastructure of clean energy technologies currently restrict their widespread adoption.

    “However, the high costs and limited technological infrastructure of clean energy technologies currently restrict their widespread adoption.”
  • The paper relies on this without support.

    Fossil fuels remain the dominant global energy source.

    “Thus, fossil fuels remain the dominant global energy source.”
  • The paper relies on this without support.

    The final yield of algae-based biogas depends on the synergistic activity of microorganisms in anaerobic digestion.

    “The final yield of algae-based biogas depends on the synergistic activity of microorganisms in anaerobic digestion.”
  • The paper relies on this without support.

    Remaining digestate can be used as fertilizer, improving soil quality and increasing the overall economic value of algae-based biogas.

    “Additionally, the remaining digestate can be used as fertilizer, improving soil quality, and increasing the overall economic value of algae-based biogas.”
  • The paper relies on this without support.

    Algae capture atmospheric CO2 through photosynthesis, converting it into organic biomass, which is then used to produce high-value bioenergy.

    “Algae capture atmospheric CO 2 through photosynthesis, converting it into organic biomass, which is then used to produce high-value bioenergy.”
    “Algae, through photosynthesis, can effectively capture CO 2 .”
6 of 6

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?

  • Algae's adaptability to diverse environments, including cultivation in wastewater or brackish water on non-arable land, reduces pressure on fertile land and freshwater resources while offering co-benefits such as nutrient recycling from wastewater streams and environmental remediation through the uptake of pollutants.

    “However, algae's adaptability to diverse environments, including cultivation in wastewater or brackish water on non-arable land, reduces pressure on fertile land and freshwater resources while offering co-benefits such as nutrient recycling from wastewater streams and environmental remediation through the uptake of pollutants [159-161].”
  • Algal cultivation intrinsically participates in carbon capture and utilization (CCU) by assimilating CO2 during photosynthesis, potentially utilizing concentrated CO2 streams from industrial point sources like power plant flue gas, thereby offering a route to valorize waste emissions.

    “Furthermore, algal cultivation intrinsically participates in carbon capture and utilization (CCU) by assimilating CO 2 during photosynthesis, potentially utilizing concentrated CO 2 streams from industrial point sources like power plant flue gas, thereby offering a route to valorize waste emissions [159,162].”

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.

  • Macroalgae protein content is described as both high and low

    Minor

    The narrative attributes macroalgae's use in food and feed to high protein content, whereas Table 1 describes macroalgae as having low protein content.

  • U.S. policy citations do not match the reference list

    Minor

    The text cites reference [26] for the Infrastructure Investment and Jobs Act, but reference 26 is titled the USE IT Act. It also cites [25] for the Energy Act of 2020, while reference 25 is titled the Infrastructure and Jobs Act.

2 of 2

Cites

Flagged first, then by citations

Cited by

Sorted by citations

Authors
Li, G., & Yao, J.
Affiliations
University of Wyoming (US)
Corresponding author
Yao, Jia
Venue
Gases
Publisher
MDPI AG
Published
2024-12-02
Volume
4
Issue
4
Pages
468-503
ISSN
2673-5628 (ISSN-L)
OpenAlex
W4405029254
Cited by
80
References
275
Citations by year
2026: 51 · 2025: 29
FWCI
5.35
Type
journal article
Language
en
Open access
Locations
  • Gases (publishedVersion, cc-by)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
Funders
University of Wyoming
Topics
  • Physical Sciences › Energy › Renewable Energy, Sustainability and the Environment › Algal biology and biofuel production
  • Physical Sciences › Engineering › Mechanical Engineering › Carbon Dioxide Capture Technologies
  • Physical Sciences › Environmental Science › Environmental Engineering › CO2 Sequestration and Geologic Interactions
Keywords
carbon capture utilization and storage, bioenergy with carbon capture and storage, direct air capture, negative emissions technologies, algae cultivation, algal biofuels, CO2 sequestration, greenhouse gas emissions reduction

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.

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