Cited by 37Adsorption and biosorption for pollutant removalThermochemical Biomass Conversion ProcessesCarbon Dioxide Capture Technologies

Algal-Based Carbonaceous Materials for Environmental Remediation: Advances in Wastewater Treatment, Carbon Sequestration, and Biofuel Applications

Open access
González Fernández, Lázaro Adrián, Medellín Castillo, Nahum Andrés, Sánchez Polo, Manuel, Navarro Frómeta, Amado Enrique, Vilasó Cadre, Javier Ernesto·2025·Processes

Abstract

Water pollution from industrial, municipal, and agricultural sources is a pressing global concern, necessitating the development of sustainable and efficient treatment solutions. Algal biomass has emerged as a promising feedstock for the production of carbonaceous adsorbents due to its rapid growth, high photosynthetic efficiency, and ability to thrive in wastewater. This review examines the conversion of algal biomass into biochar and hydrochar through pyrolysis and hydrothermal processes, respectively, and evaluates their potential applications in wastewater treatment, carbon sequestration, and biofuel production. Pyrolyzed algal biochars typically exhibit a moderate to high carbon content and a porous structure but require activation treatments (e.g., KOH or ZnCl2) to enhance their surface area and adsorption capabilities. Hydrothermal carbonization, conducted at lower temperatures (180–260 °C), produces hydrochars rich in oxygenated functional groups with enhanced cation exchange capacities, making them effective for pollutant removal. Algal-derived biochars and hydrochars have been successfully applied for the adsorption of heavy metals, dyes, and pharmaceutical contaminants, with adsorption capacities significantly increasing through post-treatment modifications. Beyond wastewater treatment, algal biochars serve as effective carbon sequestration materials due to their stable structure and high carbon retention. Their application as soil amendments enhances long-term carbon storage and improves soil fertility. Additionally, algal biomass plays a key role in biofuel production, particularly for biodiesel synthesis, where microalgae’s high lipid content facilitates bio-oil generation. Hydrochars, with energy values in the range of 20–26 MJ/kg, are viable solid fuels for combustion and co-firing, supporting renewable energy generation. Furthermore, the integration of these materials into bioenergy systems allows for waste valorization, pollution control, and energy recovery, contributing to a sustainable circular economy. This review provides a comprehensive analysis of algal-derived biochars and hydrochars, emphasizing their physicochemical properties, adsorption performance, and post-treatment modifications. It explores their feasibility for large-scale wastewater remediation, carbon capture, and bioenergy applications, addressing current challenges and future research directions. By advancing the understanding of algal biomass as a multifunctional resource, this study highlights its potential for environmental sustainability and energy innovation.

AI snapshot

Written from the paper’s full text.

TL;DR

This review synthesizes algal biomass conversion into biochar and hydrochar and their use in wastewater treatment, carbon sequestration, and biofuel production. It reports that post-treatment activation greatly improves adsorption and that algal chars are promising but face scalability, cost, regeneration, and real-world validation gaps.

Key findings

  • Pyrolyzed algal biochars typically have moderate-to-high carbon content and porous structure, with pyrolysis at 300–650 °C and surface areas often only 1–50 m²/g; KOH or ZnCl₂ activation is needed to enhance adsorption.
  • Hydrothermal carbonization at 180–260 °C produces hydrochars rich in oxygenated functional groups and cation-exchange capacity; algal hydrochars have energy values of 20–26 MJ/kg, and KOH activation can raise BET surface area by up to two orders of magnitude.
  • Algal-derived adsorbents remove heavy metals, dyes, and pharmaceuticals; examples include methylene blue adsorption up to 714.29 mg/g, superactivated hydrochar surface area up to 1404 m²/g, Cd²⁺ adsorption up to 423 mg/g after H₃PO₄ pretreatment, and Ni²⁺ adsorption of 201.18 mg/g.
  • In carbon capture and air pollution control, nitrogen-doped biochars reached CO₂ adsorption up to 4.21 mmol/g, KOH-modified biochars showed a 127% increase in CO₂ adsorption, H₂S adsorption exceeded 8500 mg/kg, and halide-modified biochars removed over 90% of mercury.

Methods

  • Structured review following PRISMA guidelines, searching Web of Science, Scopus, and CNKI plus reports from international organizations, government publications, and corporate websites.
  • After abstract screening, 1245 papers were selected for full-text review, and approximately 190 studies were incorporated; reviewed literature spans the 1970s to 2024.
  • The paper synthesizes physicochemical properties, adsorption performance, post-treatment modifications, carbon capture, and bioenergy applications rather than presenting new experiments.

Limitations

  • The paper states that most adsorption studies use controlled laboratory conditions and synthetic wastewater, so real industrial effluents with competing ions and organic matter are not well represented; regeneration, reusability, long-term stability, standardized protocols, economic feasibility, and lifecycle/techno-economic assessments remain underexplored.
  • It also notes feedstock variability, production costs, secondary pollutant release during preparation, underdeveloped pore structures in some biochars, and uncertain scalability from laboratory to field-scale applications.
  • Evident from the text: as a review, it does not provide new primary experimental data, and the reported adsorption capacities come from diverse feedstocks, preparation conditions, and test solutions, limiting direct comparability.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.3390/pr13020556

Cites

128 of 128 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

0 of 151 cited sources checked · 0 supported · 0 flagged

  • Premisecitation

    Chemical activation using agents such as KOH, ZnCl2, or acidic treatments significantly enhances the surface area, porosity, and functional group diversity of algal-derived biochars and hydrochars, which are essential for efficient pollutant adsorption.

    “Chemical activation using agents such as KOH, ZnCl 2 , or acidic treatments significantly enhances surface area, porosity, and functional group diversity, which are essential for efficient pollutant adsorption.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [9] Elyemni, 2021, Mesoporous Carbon from Optimized Date Stone Hydrochar by Catalytic Hydrothermal Carbonization Using Response Surface Methodology: Application to Dyes Adsorption, Int. J. Chem. Eng.

      Not checked in the free run.

  • Premisecitation

    Pyrolyzed algal biochars require activation treatments such as KOH or ZnCl2 to enhance their surface area and adsorption capabilities.

    “Pyrolyzed algal biochars typically exhibit a moderate to high carbon content and a porous structure but require activation treatments (e.g., KOH or ZnCl 2 ) to enhance their surface area and adsorption capabilities.”
    • Also stated in: § 1. Introduction · plain
      “However, its surface area (1-50 m 2 /g) is often smaller than that of terrestrial biochars, necessitating activation processes, such as KOH or ZnCl 2 treatments, to enhance adsorptive performance [5,6].”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [5] Nguyen, 2022, Toward New Low-Temperature Thermochemical Heat Storage Materials: Investigation of Hydration/Dehydration Behaviors of MgSO4/Hydroxyapatite Composite, Sol. Energy Mater. Sol. Cells source

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    • cites [6] Zeng, 2018, Preparation of Microporous Carbon from Sargassum Horneri by Hydrothermal Carbonization and KOH Activation for CO2 Capture, J. Chem. source

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  • Premisecitation

    Algal biochar surface area (1-50 m2/g) is often smaller than that of terrestrial biochars.

    “However, its surface area (1-50 m 2 /g) is often smaller than that of terrestrial biochars, necessitating activation processes, such as KOH or ZnCl 2 treatments, to enhance adsorptive performance [5,6].”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [5] Nguyen, 2022, Toward New Low-Temperature Thermochemical Heat Storage Materials: Investigation of Hydration/Dehydration Behaviors of MgSO4/Hydroxyapatite Composite, Sol. Energy Mater. Sol. Cells source

      Not checked in the free run.

    • cites [6] Zeng, 2018, Preparation of Microporous Carbon from Sargassum Horneri by Hydrothermal Carbonization and KOH Activation for CO2 Capture, J. Chem. source

      Not checked in the free run.

  • Premisecitation

    Algal biochars serve as effective carbon sequestration materials due to their stable structure and high carbon retention.

    “Beyond wastewater treatment, algal biochars serve as effective carbon sequestration materials due to their stable structure and high carbon retention.”
    • Also stated in: § 1. Introduction · plain
      “Due to their high carbon content and stable structure, these materials can act as long-term carbon sinks, effectively reducing atmospheric CO 2 levels.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [12] Sahu, 2024, Catalytic Strategies for Algal-Based Carbon Capture and Renewable Energy: A Review on a Sustainable Approach, Energy Convers. Manag. source

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  • Premisecitation

    Activated hydrochars can achieve adsorption capacities of up to 714 mg/g for methylene blue.

    “Furthermore, algal-based adsorbents have proven effective in mitigating dye pollution from the textile industry, with activated hydrochars achieving adsorption capacities of up to 714 mg/g for methylene blue (MB), facilitated by an optimized surface area and functional group composition [11].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [11] Spagnuolo, 2023, Hydrochar from Sargassum Muticum: A Sustainable Approach for High-Capacity Removal of Rhodamine B Dye, RSC Sustain. source

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  • Classified as probably not a substantial claim. 49
  • May combine two claims. 99
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    After screening abstracts based on predefined inclusion criteria, 1245 papers were selected for an in-depth full-text review.

    “After a thorough screening of abstracts based on predefined inclusion criteria (relevance to algae-based environmental applications, peer-reviewed journal articles, publication date, availability of full text, language, scientific quality, and exclusion of redundant studies), 1245 papers were selected for an in-depth full-text review.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingnone given

    The reviewed literature spans several decades, covering research from the 1970s to 2024.

    “The reviewed literature spans several decades, covering research from the 1970s to 2024.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Approximately 190 studies were incorporated into this analysis.

    “Ultimately, approximately 190 studies were incorporated into this analysis.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Algal chars exhibit a moderate to high carbon content (10-60%) and high ash levels; high ash is detrimental for fuel applications but advantageous for wastewater treatment because mineral components enhance cation-exchange capacity.

    “Additionally, algal chars exhibit a moderate to high carbon content (10-60%) and high ash levels, which, while detrimental for fuel applications, can be advantageous for wastewater treatment due to the presence of mineral components that enhance cation-exchange capacity [10].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [10] Chambers, 2023, Physical and Morphological Alteration of Sargassum-Derived Ultraporous Superactivated Hydrochar with Remarkable Cationic Dye Adsorption, Biomass Convers. Biorefinery source

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  • May combine two claims.

    Premisecitation

    KOH activation has been reported to increase the BET surface area of algal hydrochar by up to two orders of magnitude, leading to improved removal efficiencies for heavy metals and organic dyes.

    “For instance, KOH activation has been reported to increase the BET surface area of algal hydrochar by up to two orders of magnitude, leading to improved removal efficiencies for heavy metals and organic dyes [9].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [9] Elyemni, 2021, Mesoporous Carbon from Optimized Date Stone Hydrochar by Catalytic Hydrothermal Carbonization Using Response Surface Methodology: Application to Dyes Adsorption, Int. J. Chem. Eng.

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Hydrothermal carbonization conducted at lower temperatures (180-260°C) produces hydrochars rich in oxygenated functional groups with enhanced cation exchange capacities, making them effective for pollutant removal.

    “Hydrothermal carbonization, conducted at lower temperatures (180-260 • C), produces hydrochars rich in oxygenated functional groups with enhanced cation exchange capacities, making them effective for pollutant removal.”
    • Also stated in: § 1. Introduction · plain
      “Hydrothermal carbonization, conducted at moderate temperatures (180-260 • C), produces hydrochar, a carbon-rich solid with high concentrations of oxygenated functional groups and enhanced cation-exchange capacities, making it particularly effective for wastewater treatment [7].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [7] Magdziarz, A., Wilk, M., and Wądrzyk, M. (2019, January 23–28). Pyrolysis of Hydrochar Derived from Biomass—Experimental Investigation. Proceedings of the ECOS 2019—Proceedings of the 32nd International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems, Wroclaw, Poland.

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

    Premisecitation

    Advanced oxidation processes such as ozonation and UV-H2O2 are effective in degrading persistent contaminants but can be energy-intensive and require careful handling of reactive chemicals.

    “Advanced oxidation processes, such as ozonation and UV-H 2 O 2 , are effective in degrading persistent contaminants but can be energy-intensive and require careful handling of reactive chemicals [3].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [3] Qi, Y., and He, K. (2025). Science and Technology for Water Purification: Achievements and Strategies. Water, 17. source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Algal hydrochars have energy values in the range of 20-26 MJ/kg and are viable solid fuels for combustion and co-firing.

    “Hydrochars, with energy values in the range of 20-26 MJ/kg, are viable solid fuels for combustion and co-firing, supporting renewable energy generation.”
    • Also stated in: § 1. Introduction · plain
      “With energy values ranging from 20 to 26 MJ/kg, algal hydrochars can be utilized as solid fuels for direct combustion or co-firing with conventional fuels.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [14] Baghel, 2020, Seaweed Biorefinery: A Sustainable Process for Valorising the Biomass of Brown Seaweed, J. Clean. Prod. source

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    Premisecitation

    Conventional treatment methods such as coagulation, flocculation, ion exchange, and membrane technologies are effective but hindered by high operational costs, energy consumption, and generation of secondary pollutants.

    “Conventional treatment methods, such as coagulation, flocculation, ion exchange, and membrane technologies, while effective, are often hindered by high operational costs, energy consumption, and the generation of secondary pollutants [1].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [1] Briffa, 2020, Heavy Metal Pollution in the Environment and Their Toxicological Effects on Humans, Heliyon source

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    Premisecitation

    Algal biomass is a promising feedstock for carbonaceous adsorbents because of its rapid growth, high photosynthetic efficiency, and ability to thrive in wastewater and on non-arable land.

    “Algal biomass has emerged as a promising feedstock for the production of carbonaceous adsorbents due to its rapid growth, high photosynthetic efficiency, and ability to thrive in wastewater.”
    • Also stated in: § 1. Introduction · plain
      “Algal biomass, characterized by rapid growth rates, high photosynthetic efficiency, and the ability to thrive on non-arable land and wastewater, emerges as a promising feedstock for the production of carbonaceous adsorbents [2].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [2] Ramesh, 2023, A Review on Algae Biosorption for the Removal of Hazardous Pollutants from Wastewater: Limiting Factors, Prospects and Recommendations, Environ. Pollut. source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Application of algal biochars as soil amendments enhances long-term carbon storage and improves soil fertility.

    “Their application as soil amendments enhances long-term carbon storage and improves soil fertility.”
    • Also stated in: § 1. Introduction · plain
      “Furthermore, algal biochars can be utilized as soil amendments to promote carbon retention in agricultural lands, further contributing to long-term carbon storage and improved soil health [12].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [12] Sahu, 2024, Catalytic Strategies for Algal-Based Carbon Capture and Renewable Energy: A Review on a Sustainable Approach, Energy Convers. Manag. source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Pyrolyzed algal biochars typically exhibit a moderate to high carbon content and a porous structure.

    “Pyrolyzed algal biochars typically exhibit a moderate to high carbon content and a porous structure but require activation treatments (e.g., KOH or ZnCl 2 ) to enhance their surface area and adsorption capabilities.”
    • Also stated in: § 1. Introduction · plain
      “Algal biochar typically exhibits a porous structure, a moderate to high carbon content, and oxygenated functional groups, with pyrolysis temperatures ranging from 300 to 650 • C.”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [5] Nguyen, 2022, Toward New Low-Temperature Thermochemical Heat Storage Materials: Investigation of Hydration/Dehydration Behaviors of MgSO4/Hydroxyapatite Composite, Sol. Energy Mater. Sol. Cells source

      Not checked in the free run.

    • cites [6] Zeng, 2018, Preparation of Microporous Carbon from Sargassum Horneri by Hydrothermal Carbonization and KOH Activation for CO2 Capture, J. Chem. source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Algal biomass plays a key role in biofuel production, particularly for biodiesel synthesis, where microalgae's high lipid content facilitates bio-oil generation.

    “Additionally, algal biomass plays a key role in biofuel production, particularly for biodiesel synthesis, where microalgae's high lipid content facilitates bio-oil generation.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [13] Thanigaivel, 2023, Nanotechnology for Improved Production of Algal Biofuels: A Review, Environ. Chem. Lett. source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Hydrothermal liquefaction is primarily designed for biocrude oil production and also generates solid residues with potential adsorptive applications.

    “Hydrothermal liquefaction, primarily designed for biocrude oil production, also generates solid residues with potential adsorptive applications [8].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [8] Borah, D., Rout, J., and Nooruddin, T. (2023). Application of Nanotechnology in Bioenergy Production from Algae and Cyanobacteria. Modern Nanotechnology: Volume 2: Green Synthesis, Sustainable Energy and Impacts, Springer. source

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  • May combine two claims.

    Interpretationreasoning

    Integration of algal-derived biochars and hydrochars into bioenergy systems allows waste valorization, pollution control, and energy recovery, contributing to a sustainable circular economy.

    “Furthermore, the integration of these materials into bioenergy systems allows for waste valorization, pollution control, and energy recovery, contributing to a sustainable circular economy.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [13] Thanigaivel, 2023, Nanotechnology for Improved Production of Algal Biofuels: A Review, Environ. Chem. Lett. source

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

    Premisecitation

    Algae play a fundamental role in global ecosystems by contributing to primary production, supporting food chains, and maintaining biodiversity.

    “These organisms play a fundamental role in global ecosystems by contributing to primary production, supporting food chains, and maintaining biodiversity [17].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [17] Vatsha, P., and Alam, M.R. (2024). Environmental Aspects of Biofuels Used as Sustainable Energy Resources: Current Situation and Future Trends. Biofuels and Sustainability Life Cycle Assessments, System Biology, Policies, and Emerging Technologies, Elsevier. source

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  • May combine two claims.

    Premisecitation

    Heavy metals and other pollutants are toxic and non-biodegradable, accumulate in tissues of flora, fauna, and humans, and cause severe health consequences such as central nervous system damage, dermatitis, cancer, kidney failure, and impairments to liver and reproductive functions.

    “Given their toxic and non-biodegradable nature, these pollutants tend to accumulate in the tissues of flora, fauna, and humans, leading to severe health consequences such as central nervous system damage, dermatitis, cancer, kidney failure, and impairments to liver and reproductive functions [2].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [2] Ramesh, 2023, A Review on Algae Biosorption for the Removal of Hazardous Pollutants from Wastewater: Limiting Factors, Prospects and Recommendations, Environ. Pollut. source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Algal biochars can adsorb CO2 and store it in a stable form, making them valuable in climate change mitigation strategies.

    “Algal biochars have been explored for their ability to adsorb CO 2 and store it in a stable form, making them valuable in climate change mitigation strategies.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [12] Sahu, 2024, Catalytic Strategies for Algal-Based Carbon Capture and Renewable Energy: A Review on a Sustainable Approach, Energy Convers. Manag. source

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

    Study design and conductcitation

    This review was carried out through a structured approach involving collection, classification, analysis, and synthesis of information following the PRISMA guidelines.

    “This review was carried out through a structured approach involving the collection, classification, analysis, and synthesis of information following the PRISMA guidelines [15].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [15] Selcuk, 2019, A Guide for Systematic Reviews: PRISMA, Turk. Arch. Otorhinolaryngol. source

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

    Premisecitation

    Algae include both prokaryotic species such as cyanobacteria and eukaryotic species such as green algae, diatoms, and golden algae.

    “As a polyphyletic group, algae include both prokaryotic species, such as cyanobacteria (blue-green algae), and eukaryotic species like green algae (Chlorophyceae), diatoms (Bacillariophyceae), and golden algae (Chrysophyceae) [16].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [16] Kumar, 2021, A State of the Art Review on the Cultivation of Algae for Energy and Other Valuable Products: Application, Challenges, and Opportunities, Renew. Sustain. Energy Rev. source

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  • May combine two claims.

    Premisecitation

    Increased frequency and intensity of extreme weather events such as droughts, floods, and storms pose challenges to the stability of biomass production systems, disrupting water and nutrients and leading to variability in raw materials, potentially affecting efficiency, scalability, and economic viability.

    “In addition to these direct impacts on biomass productivity, the increased frequency and intensity of extreme weather events-such as droughts, floods, and storms-pose considerable challenges to the stability of biomass production systems.Such events can disrupt the availability of essential resources, including water and nutrients, which are vital for consistent and high-quality biomass cult”
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    • cites [25] Stevenson, 2014, Ecological Assessments with Algae: A Review and Synthesis, J. Phycol. source

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    Premisecitation

    Hydrochars typically exhibit relatively low surface area and porosity, but chemically active functional groups such as ketone, carboxyl, and hydroxyl groups endow them with adequate adsorption capabilities.

    “Although hydrochars typically exhibit relatively low surface area and porosity, the presence of chemically active functional groups-namely ketone, carboxyl (COOH), and hydroxyl groups-on their surfaces endows them with adequate adsorption capabilities [31].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [31] Santos Santana, M., Pereira Alves, R., da Silva Borges, W.M., Francisquini, E., and Guerreiro, M.C. (2020). Hydrochar Production from Defective Coffee Beans by Hydrothermal Carbonization. Bioresour. Technol., 300. source

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    Premisecitation

    Variations in pH and salinity introduce osmotic and ionic stresses that influence cell wall composition and synthesis of compatible solutes, leading to modifications in carbon-rich biomolecules and impacting the structural properties and reactivity of derived carbon materials.

    “Additionally, variations in pH and salinity introduce osmotic and ionic stresses that influence cell wall composition and the synthesis of compatible solutes.Such environmental stresses lead to modifications in the types and arrangements of carbon-rich biomolecules within the cells, ultimately impacting the structural properties and reactivity of the derived carbon materials.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [22] Hu, Q. (2013). Environmental Effects on Cell Composition. Handbook of Microalgal Culture: Applied Phycology and Biotechnology, Wiley. [2nd ed.]. source

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    Premisecitation

    Machine learning models such as support vector machines and artificial neural networks optimized HTC parameters and enabled the design of hydrochars with tailored properties.

    “The optimization of HTC parameters was achieved using machine learning models such as support vector machines and artificial neural networks.These predictive tools enhanced the understanding of complex parameter interdependencies, enabling the design of hydrochars with tailored properties for specific applications.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [29] Rasam, 2021, Physico-Chemical Properties Prediction of Hydrochar in Macroalgae Sargassum Horneri Hydrothermal Carbonisation, Int. J. Environ. Anal. Chem. source

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  • May combine two claims.

    Premisecitation

    Elevated CO2 concentrations enhance photosynthetic carbon fixation, potentially increasing the proportion of carbon incorporated into structural and storage compounds.

    “Elevated CO2 concentrations also enhance photosynthetic carbon fixation, potentially increasing the proportion of carbon incorporated into structural and storage compounds [24].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [24] Richmond, A. (2017). Cell Response to Environmental Factors. CRC Handbook of Microalgal Mass Culture, CRC Press.

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  • May combine two claims.

    Premisecitation

    Algal biochars derived from biofuel production residues can be repurposed for environmental applications, creating a closed-loop system that maximizes resource efficiency.

    “Additionally, algal biochars derived from biofuel production residues can be repurposed for environmental applications, creating a closed-loop system that maximizes resource efficiency.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [13] Thanigaivel, 2023, Nanotechnology for Improved Production of Algal Biofuels: A Review, Environ. Chem. Lett. source

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  • May combine two claims.

    Premisecitation

    Energy densification ratios of S. horneri-derived hydrochar increased with reaction severity, indicating effective dehydration and decarboxylation during HTC.

    “The energy densification ratios increased with reaction severity, indicating effective dehydration and decarboxylation during HTC.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [29] Rasam, 2021, Physico-Chemical Properties Prediction of Hydrochar in Macroalgae Sargassum Horneri Hydrothermal Carbonisation, Int. J. Environ. Anal. Chem. source

      Not checked in the free run.

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    Premisecitation

    Climate change, characterized by rising global temperatures, altered precipitation patterns, and increased atmospheric CO2 concentrations, directly impacts biomass sources used as precursors in carbon material production, affecting growth rates and biochemical composition of algae and thereby altering carbon fixation efficiency and quality of resulting carbon materials.

    “Climate change, characterized by rising global temperatures, altered precipitation patterns, and increased atmospheric CO2 concentrations, directly impacts the biomass sources used as precursors in carbon material production.For instance, variations in these environmental parameters may affect the growth rates and biochemical composition of algae, a critical feedstock, thereby altering both the ef”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [2] Ramesh, 2023, A Review on Algae Biosorption for the Removal of Hazardous Pollutants from Wastewater: Limiting Factors, Prospects and Recommendations, Environ. Pollut. source

      Not checked in the free run.

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

    Premisecitation

    Microalgae are microscopic, single-celled organisms that thrive in freshwater, brackish water, and marine systems; they exhibit high photosynthetic efficiency and rapid reproduction, making them well-suited for large-scale biomass production.

    “In contrast, microalgae are microscopic, single-celled organisms that thrive in a wide range of aquatic environments, including freshwater, brackish water, and marine systems.These organisms exhibit high photosynthetic efficiency and rapid reproduction, making them well-suited for large-scale biomass production [20].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [20] Gaurav, 2024, Microalgae-Based Biodiesel Production and Its Challenges and Future Opportunities: A Review, Green Technol. Sustain. source

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    Premisecitation

    Thermochemical processes such as pyrolysis and hydrothermal liquefaction can convert algal biomass into bio-oil, which can be further upgraded into transportation fuels.

    “Thermochemical processes such as pyrolysis and hydrothermal liquefaction can convert algal biomass into bio-oil, which can be further upgraded into transportation fuels.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [13] Thanigaivel, 2023, Nanotechnology for Improved Production of Algal Biofuels: A Review, Environ. Chem. Lett. source

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

    Interpretationcitation

    Climate change is expected to drive shifts in environmental policies and regulatory frameworks, compelling industries to adopt more sustainable practices and incentivizing investments in research and development.

    “Moreover, the broader implications of climate change are expected to drive significant shifts in environmental policies and regulatory frameworks.As governments and international bodies implement more stringent measures to mitigate climate change, industries involved in the production of carbon materials may be compelled to adopt more sustainable practices and technologies.This regulatory evolut”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [25] Stevenson, 2014, Ecological Assessments with Algae: A Review and Synthesis, J. Phycol. source

      Not checked in the free run.

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

    Premisecitation

    Macroalgae are large, multicellular organisms commonly found in marine environments; their growth rate is relatively slow, but their substantial biomass contributes significantly to carbon sequestration.

    “Macroalgae, often referred to as seaweeds, are large, multicellular organisms commonly found in marine environments, where they attach to surfaces such as rocks and coral reefs.Although their growth rate is relatively slow, their substantial biomass contributes significantly to carbon sequestration [19].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [19] Moreda, 2024, Role of Macroalgal Forests within Mediterranean Shallow Bays in Blue Carbon Storage, Sci. Total Environ. source

      Not checked in the free run.

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

    Premisecitation

    Hydrothermal carbonization typically occurs at temperatures ranging from 180 to 250°C and pressures between 2 and 6 MPa.

    “The HTC process typically occurs at temperatures ranging from 180 to 250 • C and pressures between 2 and 6 MPa [30].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [30] Zhang, 2019, Insights into Biochar and Hydrochar Production and Applications: A Review, Energy source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Small particle sizes and higher catalyst loads were associated with higher BET surface areas and energy recovery efficiencies.

    “For instance, small particle sizes and higher catalyst loads were associated with higher BET surface areas and energy recovery efficiencies, demonstrating the role of feedstock preparation and process intensification.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [29] Rasam, 2021, Physico-Chemical Properties Prediction of Hydrochar in Macroalgae Sargassum Horneri Hydrothermal Carbonisation, Int. J. Environ. Anal. Chem. source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Temperature affects metabolic rates and enzymatic activities in algae; moderate increases enhance metabolic processes and carbon assimilation, while extreme temperatures shift metabolic pathways and redirect carbon flux to storage compounds, altering carbon materials.

    “Temperature is another crucial factor that affects metabolic rates and enzymatic activities in algae.Moderate increases in temperature generally enhance metabolic processes and promote efficient carbon assimilation, while extreme temperatures may lead to stress responses that shift metabolic pathways.Under such stress, algae often redirect carbon flux from growth-related processes to the accum”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [23] Davison, 1991, Environmental Effects on Algal Photosynthesis: Temperature, J. Phycol. source

      Not checked in the free run.

  • Classified as probably not a substantial claim.

    Interpretationnone given

    Algal-derived hydrochars offer a sustainable approach to environmental remediation and energy recovery.

    “Algal-derived hydrochars offer a sustainable approach to environmental remediation and energy recovery.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    Algal biomass valorization has potential to mitigate water pollution and reduce reliance on fossil-derived adsorbents.

    “These findings underscore the potential of algal biomass valorization to mitigate water pollution and reduce reliance on fossil-derived adsorbents.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Chambers et al. (2024) produced ultraporous superactivated hydrochar from Sargassum using HTC followed by KOH activation; activation enhanced the surface area up to 1404 m2/g.

    “Chambers et al., 2024 [10], examined the production of ultraporous superactivated hydrochar (SAH) from Sargassum using HTC followed by KOH activation.The HTC process was conducted at temperatures of 180, 220, and 260 • C, while activation enhanced the surface area, reaching up to 1404 m 2 /g.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [10] Chambers, 2023, Physical and Morphological Alteration of Sargassum-Derived Ultraporous Superactivated Hydrochar with Remarkable Cationic Dye Adsorption, Biomass Convers. Biorefinery source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    Advancements in HTC and post-treatment processes such as activation enable tailoring of hydrochar properties to meet specific application demands.

    “Advancements in HTC and post-treatment processes, such as activation, enable the tailoring of hydrochar properties to meet specific application demands.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    MgSi-HC maximum adsorption capacities for Cu(II) and Zn(II) were 214.7 mg/g and 227.3 mg/g, respectively.

    “Adsorption isotherm studies determined the maximum adsorption capacities for Cu(II) and Zn(II) as 214.7 mg/g and 227.3 mg/g, respectively [47].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [47] Wu, 2021, Potassium Hydroxide-Modified Algae-Based Biochar for the Removal of Sulfamethoxazole: Sorption Performance and Mechanisms, J. Environ. Manag. source

      Not checked in the free run.

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

    Interpretationreasoning

    Hydrochar-based sorbents offer a sustainable and cost-effective approach for heavy metal removal, but their full potential remains untapped.

    “As can be observed, hydrochar-based sorbents offer a sustainable and costeffective approach for heavy metal removal, but their full potential remains untapped.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    MgSi-HC hydrochar composite from sawdust modified with magnesium and silicon had increased specific area and highly porous structure, improving adsorption potential for Cu(II) and Zn(II).

    “This modification resulted in an increased specific area and a highly porous structure, significantly improving its adsorption potential.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [47] Wu, 2021, Potassium Hydroxide-Modified Algae-Based Biochar for the Removal of Sulfamethoxazole: Sorption Performance and Mechanisms, J. Environ. Manag. source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    The adsorption kinetics of Rhodamine B on S. muticum hydrochars followed a pseudo-second-order model, indicating chemisorption as the dominant mechanism.

    “The adsorption kinetics followed a pseudo-second-order model, indicating chemisorption as the dominant mechanism.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [11] Spagnuolo, 2023, Hydrochar from Sargassum Muticum: A Sustainable Approach for High-Capacity Removal of Rhodamine B Dye, RSC Sustain. source

      Not checked in the free run.

  • May combine two claims.

    Interpretationnone given

    S. horneri-based hydrochars excel in energy recovery and fuel applications, while S. muticum-derived hydrochars show high efficiency in dye removal from aqueous solutions.

    “While S. horneri-based hydrochars excel in energy recovery and fuel applications, S. muticum-derived hydrochars showcase high efficiency in dye removal from aqueous solutions.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    Hydrochar-based sorbents have shown remarkable adsorption capacities and tunable surface chemistries, making them strong candidates for scalable water purification technologies.

    “These materials have shown remarkable adsorption capacities and tunable surface chemistries, making them strong candidates for scalable water purification technologies.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Nitrogen-doped hydrochar synthesized from corncob biomass and chemically modified with NH4Cl achieved adsorption capacities of 1.223 mmol/g for Cu(II) and 1.995 mmol/g for Cr(VI), surpassing unmodified hydrochar.

    “The hydrochar was chemically modified with NH 4 Cl, which significantly enhanced its adsorption efficiency, achieving capacities of 1.223 mmol/g for Cu(II) and 1.995 mmol/g for Cr(VI), surpassing those of the unmodified hydrochar.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [54] Kim, 2023, Synergistic Effect in Simultaneous Removal of Cationic and Anionic Heavy Metals by Nitrogen Heteroatom Doped Hydrochar from Aqueous Solutions, Chemosphere source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Rich in proteins, lipids, and carbohydrates, algae contribute to biochars with enhanced functional groups and superior pollutant adsorption capabilities.

    “Rich in proteins, lipids, and carbohydrates, algae contribute to the creation of biochars with enhanced functional groups and superior pollutant adsorption capabilities [60].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [60] 2023, Sargassum Biomass-Derived Biochars for Ibuprofen Removal from Water: Adsorption and Kinetics, MRS Adv. source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    ABB plays a dual role in soil remediation by reducing contamination and enhancing soil fertility.

    “In the realm of soil remediation, ABB plays a dual role in reducing contamination and enhancing soil fertility [67].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [67] Ighalo, 2025, Biochar for Ameliorating Soil Fertility and Microbial Diversity: From Production to Action of the Black Gold, iScience source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Algae-based biochars derived from microalgae and macroalgae outperform terrestrial plant-based biochars in several applications primarily because of unique algal composition.

    “Algae-based biochars, derived from both microalgae and macroalgae, outperform terrestrial plant-based biochars in several applications, primarily because of the unique composition of algae.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [60] 2023, Sargassum Biomass-Derived Biochars for Ibuprofen Removal from Water: Adsorption and Kinetics, MRS Adv. source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Spirulina sp. demonstrated Cu2+ adsorption after pyrolysis at 200 °C, with adsorption behavior aligning with Redlich-Peterson isotherm and pseudo-second-order kinetics.

    “Other notable microalgae include Spirulina sp., which demonstrated Cu 2+ adsorption after pyrolysis at 200 • C, with adsorption behavior aligning with the Redlich-Peterson isotherm and pseudo-second-order kinetics [89].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [89] Moon, 2023, Adsorption of Heavy Metals and Bisphenol A from Wastewater Using Spirulina Sp.-Based Biochar as an Effective Adsorbent: A Preliminary Study, J. Appl. Phycol. source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).

    Interpretationnone given

    Integration of algal biofuel production and carbon capture catalytic approaches represents a promising frontier in sustainable energy and environmental preservation.

    “The integration of algal biofuel production and carbon capture catalytic approaches represents a promising frontier in sustainable energy and environmental preservation.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    ABB significantly improves soil properties by enhancing nutrient retention, cation exchange capacity, and water-holding abilities.

    “Beyond pollutant mitigation, ABB significantly improves soil properties by enhancing nutrient retention [70], cation exchange capacity [71], and water-holding abilities [72].”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [70] Yu, 2019, Biochar Amendment Improves Crop Production in Problem Soils: A Review, J. Environ. Manag. source

      Not checked in the free run.

    • cites [71] Pandey, 2025, Biochar Application in Constructed Wetlands for Wastewater Treatment: A Critical Review, J. Water Process Eng. source

      Not checked in the free run.

    • cites [72] Waheed, A., Xu, H., Qiao, X., Aili, A., Yiremaikebayi, Y., Haitao, D., and Muhammad, M. (2025). Biochar in Sustainable Agriculture and Climate Mitigation: Mechanisms, Challenges, and Applications in the Circular Bioeconomy. Biomass Bioenergy, 193. source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Enteromorpha prolifera pyrolyzed at 500 °C with KOH activation at 700 °C had Cd2+ adsorption capacity of 5.84 mg/g, following Langmuir isotherm and pseudo-second-order kinetics.

    “When pyrolyzed at 500 • C with KOH activation at 700 • C, the resulting biochar had a Cd 2+ adsorption capacity of 5.84 mg/g, following the Langmuir isotherm and pseudo-second-order kinetics [84].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [84] Wang, 2021, Removal of Cadmium in Water by Potassium Hydroxide Activated Biochar Produced from Enteromorpha Prolifera, J. Water Process Eng. source

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    Some biochars exhibit low efficiency for metals such as Co2+ and As3+, raising concerns about selectivity and ability to remove multiple contaminants simultaneously.

    “Additionally, while some biochars exhibit impressive adsorption capacities, others show relatively low efficiency, particularly for metals such as Co 2+ and As 3+ .This raises concerns about the selectivity of these materials and their ability to remove multiple contaminants simultaneously.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    Energy requirements for high-temperature pyrolysis or hydrothermal processing could offset environmental benefits if not optimized.

    “Additionally, the energy requirements for high-temperature pyrolysis or hydrothermal processing could offset the environmental benefits if not optimized.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based). May combine two claims.

    Interpretationnone given

    Algae-based biochar represents a transformative material in environmental remediation, offering sustainable solutions for water, soil, and air pollution.

    “As a partial conclusion, algae-based biochar represents a transformative material in environmental remediation, offering sustainable solutions for water, soil, and air pollution.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Enteromorpha prolifera pretreated with H3PO4 for 12 h before pyrolysis at 500 °C had Cd2+ adsorption capacity of 423 mg/g, with intra-particle diffusion playing a crucial role.

    “However, when pretreated with H 3 PO 4 for 12 h before undergoing pyrolysis at 500 • C, the adsorption capacity significantly increased to 423 mg/g, with intra-particle diffusion playing a crucial role [85].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [85] Li, 2020, Comparison of Adsorption Properties for Cadmium Removal from Aqueous Solution by Enteromorpha Prolifera Biochar Modified with Different Chemical Reagents, Environ. Res. source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Macrocystis pyrifera exhibited Cu2+ adsorption capacity of 119.9 mg/g when pyrolyzed at 450 °C under N2 for one hour, with intra-particle diffusion governing kinetics.

    “Among the macroalgae, Macrocystis pyrifera exhibited a significant Cu 2+ adsorption capacity of 119.9 mg/g when subjected to pyrolysis at 450 • C under a N 2 atmosphere for one hour, with intra-particle diffusion governing the adsorption kinetics [82].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [82] Araya, M., Rivas, J., Sepúlveda, G., Espinoza-González, C., Lira, S., Meynard, A., Blanco, E., Escalona, N., Ginocchio, R., and Garrido-Ramírez, E. (2021). Effect of Pyrolysis Temperature on Copper Aqueous Removal Capability of Biochar Derived from the Kelp Macrocystis Pyrifera. Appl. Sci., 11. source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Chlorella sp. and Spirulina sp. biochars pyrolyzed at 600 °C exhibited Pb2+ adsorption capacities of 131.41 mg/g and 154.51 mg/g, respectively, both following Langmuir isotherm and pseudo-second-order kinetics.

    “Additionally, Chlorella sp. and Spirulina sp.biochars pyrolyzed at 600 • C exhibited Pb 2+ adsorption capacities of 131.41 mg/g and 154.51 mg/g, respectively, both following Langmuir isotherm models and pseudo-secondorder kinetics [90].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [90] Yang, 2021, The Effect of Carbonization Temperature on the Capacity and Mechanisms of Pb(II) Adsorption by Microalgae Residue-Derived Biochar, Ecotoxicol. Environ. Saf. source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Red macroalgae treated via hydrothermal carbonization at 200 °C with FeCl3 impregnation achieved As3+ adsorption capacity of 3.8314 mg/g, following Langmuir isotherm and pseudo-second-order kinetics.

    “Similarly, red macroalgae treated via hydrothermal carbonization at 200 • C with FeCl 3 impregnation achieved an As 3+ adsorption capacity of 3.8314 mg/g, following a Langmuir isotherm model and pseudo-second-order kinetics [83].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [83] Khanzada, A.K., Rizwan, M., Al-Hazmi, H.E., Majtacz, J., Kurniawan, T.A., and Mąkinia, J. (2023). Removal of Arsenic from Wastewater Using Hydrochar Prepared from Red Macroalgae: Investigating Its Adsorption Efficiency and Mechanism. Water, 15. source

      Not checked in the free run.

  • May combine two claims.

    Interpretationnone given

    Many ABBs suffer from underdeveloped pore structures and limited active sites, which reduce their adsorption capacities.

    “Many ABBs suffer from underdeveloped pore structures and limited active sites, which reduce their adsorption capacities.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Interpretationnone given

    Most studies are conducted under controlled laboratory conditions with synthetic solutions, which may not accurately represent industrial or municipal wastewater.

    “Most studies are conducted under controlled laboratory conditions with synthetic solutions, which may not accurately represent industrial or municipal wastewater.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Ascophyllum nodosum biochar derived from pyrolysis at 700 °C followed by FeCl3 and FeCl2 coprecipitation achieved Cu2+ adsorption capacity of 53.19 mg/g, with pseudo-second-order kinetics dominating.

    “Meanwhile, Ascophyllum nodosum biochar, derived from pyrolysis at 700 • C followed by FeCl 3 and FeCl 2 coprecipitation, achieved a Cu 2+ adsorption capacity of 53.19 mg/g, with pseudo-second-order kinetics dominating the adsorption process [86].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [86] Kumar, P., Patel, A.K., Singhania, R.R., Chen, C.W., Saratale, R.G., and Dong, C. (2023). Di Enhanced Copper (II) Bioremediation from Wastewater Using Nano Magnetite (Fe3O4) Modified Biochar of Ascophyllum Nodosum. Bioresour. Technol., 388. source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationreasoning

    Real-world applicability of these adsorbents depends on their performance in complex wastewater matrices, where competing ions and organic matter may interfere with adsorption.

    “From a practical standpoint, the real-world applicability of these adsorbents depends on their performance in complex wastewater matrices, where competing ions and organic matter may interfere with adsorption.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Interpretationnone given

    UV/H2O2 advanced oxidation processes provide a green alternative to conventional modification methods, significantly enhancing ABB's performance without contributing to secondary pollution.

    “Among the more sustainable approaches, UV/H 2 O 2 advanced oxidation processes provide a green alternative to conventional modification methods, significantly enhancing ABB's performance without contributing to secondary pollution.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Integration of metal oxides like Fe2O3 into biochar structures improves catalytic properties and facilitates removal of complex contaminants like uranium.

    “Meanwhile, the integration of metal oxides like Fe 2 O 3 into biochar structures not only improves catalytic properties but also facilitates the removal of complex contaminants like uranium [81].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [81] Wang, 2020, Adsorption and Fenton-like Removal of Chelated Nickel from Zn-Ni Alloy Electroplating Wastewater Using Activated Biochar Composite Derived from Taihu Blue Algae, Chem. Eng. J. source

      Not checked in the free run.

  • May combine two claims.

    Interpretationcitation

    Repeated adsorption-desorption cycles could lead to structural degradation or reduced adsorption capacity, which may affect economic feasibility for large-scale applications.

    “Repeated adsorption-desorption cycles could lead to structural degradation or reduced adsorption capacity, which may affect economic feasibility for large-scale applications [46].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [46] Wang, 2023, Review on Application of Algae-Based Biochars in Environmental Remediation: Progress, Challenge and Perspectives, J. Environ. Chem. Eng. source

      Not checked in the free run.

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

    Interpretationnone given

    Algal biomass cultivation and harvesting can be resource-intensive, particularly when grown under controlled conditions.

    “Algal biomass cultivation and harvesting can be resourceintensive, particularly when grown under controlled conditions.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    There is a lack of standardized protocols for optimizing pyrolysis temperature, activation techniques, and chemical modifications, making it difficult to compare results across studies and scale up technology.

    “However, there is a lack of standardized protocols for optimizing these parameters, making it difficult to compare results across studies and scale up the technology for real-world applications.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Interpretationnone given

    Catalysts are instrumental in enhancing reaction rates and yields, rendering HTL process economically viable.

    “Catalysts are instrumental in enhancing reaction rates and yields, rendering the process economically viable.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisenone given

    Gasification converts biomass into a combustible gas mixture through partial oxidation.

    “Gasification, on the other hand, converts biomass into a combustible gas mixture through partial oxidation.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Premisenone given

    Emerging methods including bio-flocculation and electrocoagulation have shown promise in reducing energy consumption and operational costs.

    “Emerging methods, including bio-flocculation and electrocoagulation, have shown promise in reducing energy consumption and operational costs.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Hybrid processes combining hydrothermal liquefaction with subsequent catalytic upgrading have shown enhanced conversion efficiencies and improved fuel properties.

    “Hybrid processes that combine hydrothermal liquefaction with subsequent catalytic upgrading have shown enhanced conversion efficiencies and improved fuel properties.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [98] Poornima, 2024, Biofuel and Biochemical Production through Biomass Transformation Using Advanced Thermochemical and Biochemical Processes—A Review, Fuel source

      Not checked in the free run.

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

    Premisecitation

    Techniques such as flocculation, centrifugation, and membrane filtration are commonly employed for harvesting algal biomass.

    “Techniques such as flocculation, centrifugation, and membrane filtration are commonly employed [95].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [95] Ijaola, 2024, Algae as a Potential Source of Protein: A Review on Cultivation, Harvesting, Extraction, and Applications, Algal Res. source

      Not checked in the free run.

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

    Interpretationnone given

    Efficient harvesting of algal biomass remains one of the most critical challenges in algal biofuel production.

    “The efficient harvesting of algal biomass remains one of the most critical challenges in algal biofuel production.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Conventional solvent extraction methods such as hexane extraction or the Bligh and Dyer method are widely used for their efficiency in extracting microalgal lipids.

    “Conventional solvent extraction methods, such as hexane extraction [110] or the Bligh and Dyer method [111], are widely used for their efficiency in extracting lipids.”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [110] Nasernejad, 2015, Oil Extraction from Algae: A Comparative Approach, Biotechnol. Appl. Biochem. source

      Not checked in the free run.

    • cites [111] Rathinavel, L., Ravikumar, Y., Jothinathan, D., Pandey, A., and Mahata, C. (2024). Extraction and Enrichment of Fatty Acids from Marine Microalgae. Marine Molecules from Algae and Cyanobacteria: Extraction, Purification, Toxicology and Applications, Elsevier. source

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    Algae are natural carbon sinks, and their cultivation plays a pivotal role in mitigating CO2 emissions and contributing to climate change abatement.

    “This inherent ability establishes algae as natural carbon sinks, with their cultivation playing a pivotal role in mitigating CO 2 emissions and contributing to climate change abatement.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Premisereasoning

    Algae are exceptional carbon fixers, utilizing photosynthesis to absorb CO2 and convert it into organic substances, primarily lipids and carbohydrates.

    “Algae are exceptional carbon fixers, utilizing photosynthesis to absorb CO 2 from the atmosphere and convert it into organic substances, primarily lipids and carbohydrates (Figure 3).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationcitation

    Integration of biochemical conversion with advanced biotechnological approaches has potential to enhance overall yields and reduce processing costs.

    “The integration of biochemical conversion with advanced biotechnological approaches has the potential to enhance overall yields and reduce processing costs [97].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [97] Kannah, 2021, A Mini Review of Biochemical Conversion of Algal Biorefinery, Energy Fuels source

      Not checked in the free run.

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

    Premisenone given

    Anaerobic digestion of algal biomass produces biogas primarily composed of methane, while fermentation processes convert carbohydrates into ethanol and other bioalcohols.

    “The anaerobic digestion of algal biomass produces biogas, primarily composed of methane, while fermentation processes convert carbohydrates into ethanol and other bioalcohols.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Modifications to Chlamydomonas reinhardtii and Synechocystis sp. have improved their resilience to environmental stressors while optimizing light-harvesting pathways for accelerated growth.

    “For instance, modifications to Chlamydomonas reinhardtii and Synechocystis sp. have improved their resilience to environmental stressors while optimizing light-harvesting pathways for accelerated growth.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [108] Patel, 2023, Recent Progress and Challenges in CRISPR-Cas9 Engineered Algae and Cyanobacteria, Algal Res. source

      Not checked in the free run.

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

    Premisenone given

    Hydrothermal liquefaction operates at high pressures and moderate temperatures to produce bio-crude oil, which can be further refined into transportation fuels.

    “Hydrothermal liquefaction operates at high pressures and moderate temperatures to produce bio-crude oil, which can be further refined into transportation fuels.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationcitation

    Overexpressing fructose-1,6-bisphosphate aldolase in Chlorella vulgaris facilitates regeneration of ribulose-1,5-bisphosphate in the Calvin cycle, improving energy transfer within photosystems and enhancing carbon fixation efficiency.

    “Their research suggests that overexpressing this enzyme facilitates the regeneration of ribulose-1,5-bisphosphate in the Calvin cycle, improving energy transfer within photosystems and ultimately enhancing carbon fixation efficiency.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [105] Yang, 2017, Genetic Engineering of the Calvin Cycle toward Enhanced Photosynthetic CO2 Fixation in Microalgae, Biotechnol. Biofuels source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Genetic engineering techniques enable precise insertion of exogenous DNA or external induction mechanisms, leading to genetically optimized microalgal strains with enhanced biomass production, increased cell density, and improved CO2 capture efficiency.

    “Similarly, Hlavova et al., 2015 [106], conducted an extensive review of genetic engineering strategies for modifying microalgal traits.These techniques enable the precise insertion of exogenous DNA or external induction mechanisms, leading to genetically optimized strains with enhanced biomass production, increased cell density, and improved CO 2 capture efficiency.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Hlavova et al., 2015 [106] source

      Not checked in the free run.

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

    Premisenone given

    Thermochemical processes such as pyrolysis, gasification, and hydrothermal liquefaction convert algal biomass into liquid and gaseous fuels.

    “Thermochemical processes, such as pyrolysis, gasification, and hydrothermal liquefaction, convert algal biomass into liquid and gaseous fuels.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisenone given

    Lipid biosynthesis in algae is regulated by environmental factors such as nutrient availability, light intensity, and temperature.

    “Lipid biosynthesis in algae is intricately regulated by environmental factors such as nutrient availability, light intensity, and temperature.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisereasoning

    Algae do not compete with food production since they can be cultivated in saline, brackish, or wastewater, reducing pressure on arable land.

    “Unlike terrestrial energy crops, algae do not compete with food production since they can be cultivated in saline, brackish, or wastewater, thereby reducing pressure on arable land.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Algal-based biofuels have emerged as a promising solution due to high photosynthetic efficiency, rapid growth rates, and ability to thrive on non-arable land.

    “Among these, algal-based biofuels have emerged as a promising solution due to their high photosynthetic efficiency, rapid growth rates, and ability to thrive on non-arable land [92].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [92] Kumar, 2023, A Review on the Contribution of Nanotechnology for Biofuel Production from Algal Biomass: A Bridge to the Reduction of Carbon Footprint, Sustain. Energy Technol. Assess.

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Open pond systems are scalable and have low operating costs but may face challenges related to evaporation and contamination.

    “These systems are scalable and have low operating costs but may face challenges related to evaporation and contamination [102].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [102] Quiroz, 2024, Implications of Pond Reliability on the Techno-Economic and Life Cycle Environmental Impacts of Algal Biofuels, J. Clean. Prod. source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    PBRs offer superior control over light, temperature, and nutrient supply, leading to higher biomass yields and more consistent product quality.

    “In contrast, PBRs offer superior control over parameters such as light, temperature, and nutrient supply, leading to higher biomass yields and more consistent product quality [94].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [94] Zhang, 2024, Sustainable Microalgae Cultivation: A Comprehensive Review of Open and Enclosed Systems for Biofuel and High Value Compound Production, E3S Web of Conferences source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Photobioreactors, while more expensive to set up, have potential for year-round cultivation, lower contamination risks, and increased production.

    “While more expensive to set up, photobioreactors have the potential for year-round cultivation, lower contamination risks, and increased production [94].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [94] Zhang, 2024, Sustainable Microalgae Cultivation: A Comprehensive Review of Open and Enclosed Systems for Biofuel and High Value Compound Production, E3S Web of Conferences source

      Not checked in the free run.

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

    Premisenone given

    Biochemical conversion routes include anaerobic digestion and fermentation.

    “Biochemical conversion routes include anaerobic digestion and fermentation.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisenone given

    Pyrolysis involves thermal decomposition of biomass in absence of oxygen, yielding bio-oil, char, and syngas.

    “Pyrolysis involves the thermal decomposition of biomass in the absence of oxygen, yielding bio-oil, char, and syngas.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Gasification of algal biomass generates synthesis gas (syngas) that can be further refined into liquid biofuels or valuable chemicals.

    “Additionally, the gasification of algal biomass generates synthesis gas (syngas) that can be further refined into liquid biofuels or valuable chemicals.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisenone given

    Open ponds have low operational costs and are widely used for large-scale production, albeit with limited control over environmental conditions.

    “Open ponds, due to their low operational costs, are widely used for large-scale production, albeit with limited control over environmental conditions.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationreasoning

    The stability and efficiency of genetically engineered algae in open-pond or industrial-scale bioreactors remain uncertain.

    “While genetically engineered algae have demonstrated enhanced performance in controlled environments, their stability and efficiency in open-pond or industrial-scale bioreactors remain uncertain.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Metabolic engineering strategies such as modifying enzyme expression levels, altering protein structures for increased stability, and optimizing key metabolic reactions enhance CO2-to-biomass conversion in algae.

    “Brar et al., 2021 [107], highlighted strategies such as modifying enzyme expression levels, altering protein structures for increased stability, and optimizing key metabolic reactions to enhance CO 2 -to-biomass conversion.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Brar et al., 2021 [107]

      Not checked in the free run.

  • May combine two claims.

    Premisenone given

    Biochemical conversion of algal biomass is often limited by structural complexity of the cell wall; pretreatment methods such as mechanical disruption, enzymatic hydrolysis, or acid treatments are required to improve conversion efficiency.

    “The biochemical conversion of algal biomass is often limited by the structural complexity of the cell wall; thus, pretreatment methods such as mechanical disruption, enzymatic hydrolysis, or acid treatments are required to improve conversion efficiency.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisenone given

    Mixed cultures can suppress the proliferation of pathogens and unwanted contaminants, reducing the risk of culture crashes.

    “Additionally, mixed cultures can suppress the proliferation of pathogens and unwanted contaminants, reducing the risk of culture crashes.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisenone given

    Conventional solvent extraction techniques often require large volumes of toxic organic solvents, raising environmental and safety concerns.

    “However, these techniques often require large volumes of toxic organic solvents, raising environmental and safety concerns.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Interpretationreasoning

    The long-term stability of mixed-culture systems under outdoor conditions is still not fully understood, as interactions between species can shift over time, potentially leading to competitive imbalances.

    “The long-term stability of mixed-culture systems under outdoor conditions is still not fully understood, as interactions between species can shift over time, potentially leading to competitive imbalances.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Premisenone given

    Algae-based systems can be utilized for wastewater treatment, removing nutrients and contaminants while simultaneously producing valuable biomass.

    “Algae-based systems can be utilized for wastewater treatment, removing nutrients and contaminants while simultaneously producing valuable biomass.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisenone given

    Algae can facilitate the breakdown of sludge residues and contribute to more stable combustion reactions, lowering emissions of nitrogen oxides.

    “Algae can also facilitate the breakdown of sludge residues and contribute to more stable combustion reactions, lowering emissions of harmful pollutants such as nitrogen oxides.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Torrefaction palletization, involving mild thermal treatment (200-300°C) in an oxygen-limited environment, removes excess moisture and volatile compounds, yielding pellets with superior energy density, structural integrity, and durability.

    “One particularly effective method is torrefaction palletization, which involves mild thermal treatment (200-300 • C) in an oxygen-limited environment.This process removes excess moisture and volatile compounds, yielding pellets with superior energy density, structural integrity, and durability [123].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [123] Jiang, 2023, Coupling Effects of Heating Pelleting and Torrefaction on Black Pellets Production from Microalga Nannochloropsis Oceanica Residues, Fuel source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    Algal-derived chars provide additional benefits including soil amendment and energy recovery.

    “Beyond water remediation, algal-derived chars provide additional benefits, including soil amendment and energy recovery, reinforcing their potential as a versatile tool in environmental engineering.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    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].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [112] Ezhumalai, 2024, A Holistic Approach to Circular Bioeconomy Through the Sustainable Utilization of Microalgal Biomass for Biofuel and Other Value-Added Products, Microb. Ecol. source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    These microalgae can accumulate triacylglycerols, which can be transesterified to produce biodiesel.

    “These microalgae can accumulate triacylglycerols, which can be transesterified to produce biodiesel.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    Scalability remains a significant hurdle in translating laboratory success to large-scale industrial applications of algal biofuels.

    “Scalability remains a significant hurdle in translating laboratory success to large-scale industrial applications.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Algae-based solid biomass pellets are compatible with coal-fired boilers, making them a viable alternative to traditional fossil fuels while contributing to carbon recycling.

    “Their compatibility with coal-fired boilers makes them a viable alternative to traditional fossil fuels while also contributing to carbon recycling [121].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [121] 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.

  • May combine two claims.

    Premisecitation

    Co-combusting algae-based fuels with coal, sludge, or oil shale reduces ignition temperatures, accelerates burnout rates, and enhances overall combustion performance.

    “Beyond standalone pellets, algae-based fuels have been tested in dual-fuel applications, where they are co-combusted with coal, sludge, or oil shale [126-129].These combinations offer multiple advantages, such as reducing ignition temperatures, accelerating burnout rates, and enhancing overall combustion performance.”
    Quote in the paperNot a substantial claim0 of 4 sources checked
    • cites [126] Kastanaki, 2006, A Comparative Reactivity and Kinetic Study on the Combustion of Coal-Biomass Char Blends, Fuel source

      Not checked in the free run.

    • cites [127] Gong, 2018, Study on Pyrolysis of Oil Sludge with Microalgae Residue Additive, Can. J. Chem. Eng. source

      Not checked in the free run.

    • cites [128] Wu, 2022, Oxy-Fuel Co-Combustion Dynamics of Phytoremediation Biomass and Textile Dyeing Sludge: Gas-to-Ash Pollution Abatement, Sci. Total Environ. source

      Not checked in the free run.

    • cites [129] Chen, 2017, Emissions Characteristics of NOx and SO2 in the Combustion of Microalgae Biomass Using a Tube Furnace, J. Energy Inst. source

      Not checked in the free run.

  • May combine two claims.

    Premisereasoning

    By fostering complementary nutrient utilization among species, mixed-culture systems enhance biomass productivity and lower operational costs, making large-scale cultivation more economically viable.

    “By fostering complementary nutrient utilization among species, these systems not only enhance biomass productivity but also lower operational costs, making large-scale cultivation more economically viable.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Premisenone given

    Algae-derived materials have shown potential in photocatalytic and electrocatalytic applications, offering sustainable alternatives for various industrial processes.

    “Additionally, algae-derived materials have shown potential in photocatalytic and electrocatalytic applications, offering sustainable alternatives for various industrial processes.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Interpretationreasoning

    A key research gap lies in the long-term stability and combustion behavior of algae-blended fuels in real-world industrial applications.

    “One key research gap lies in the long-term stability and combustion behavior of algae-blended fuels in real-world industrial applications.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisereasoning

    Blending algae with other biomass materials such as wood waste, agricultural residues, and rice husks improves combustion efficiency, energy density, and durability of pellets.

    “To address cost challenges and enhance fuel performance, researchers have explored blending algae with other biomass materials, such as wood waste, agricultural residues, and rice husks.Even in small proportions, algae contribute to improved combustion efficiency, higher energy density, and enhanced durability of the pellets.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisereasoning

    When algae-based pellets are burned, they primarily release CO2 and ash, both of which can be reintegrated into algal cultivation systems.

    “When burned, they primarily release CO 2 and ash-both of which can be reintegrated into algal cultivation systems.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Interpretationnone given

    Algal-based biofuels and carbon materials have high photosynthetic efficiency, rapid growth rates, and diverse biochemical composition, offering key advantages over conventional energy crops.

    “Their high photosynthetic efficiency, rapid growth rates, and diverse biochemical composition offer key advantages over conventional energy crops.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Premisenone given

    HTC is an efficient thermochemical process for converting wet biomass into hydrochars, which have diverse applications in energy storage, adsorption, and soil conditioning.

    “HTC has also gained attention as an efficient thermochemical process for converting wet biomass into hydrochars, which have diverse applications in energy storage, adsorption, and soil conditioning.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    Optimizing nutrient availability and CO2 transfer rates for consistent biomass productivity in wastewater and flue gas integration requires further investigation.

    “Additionally, while wastewater and flue gas integration offer promising cost reductions, optimizing nutrient availability and CO 2 transfer rates for consistent biomass productivity requires further investigation.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Microalgal strains can thrive in wastewater conditions, effectively removing excess nutrients while simultaneously increasing biomass production.

    “Studies have shown that microalgal strains can thrive in wastewater conditions, effectively removing excess nutrients while simultaneously increasing biomass production [119].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [119] Sathinathan, 2023, Photobioreactor Design and Parameters Essential for Algal Cultivation Using Industrial Wastewater: A Review, Renew. Sustain. Energy Rev. source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S4 (based).

    Premisenone given

    Understanding key process parameters-temperature, pressure, and residence time-has allowed better control over hydrochar properties, optimizing them for specific environmental applications.

    “Understanding key process parameters-such as temperature, pressure, and residence time-has allowed better control over hydrochar properties, optimizing them for specific environmental applications.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    Algal biomass serves as a feedstock for solid, liquid (biodiesel and bioethanol), and gaseous (biohydrogen, biogas, and syngas) biofuels, with technological innovations continuously increasing fuel yields.

    “This biomass serves as a feedstock for various biofuels-solid, liquid (biodiesel and bioethanol), and gaseous (biohydrogen, biogas, and syngas)-with technological innovations continuously increasing fuel yields.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    Economic feasibility remains a major barrier to widespread adoption of algae-based biofuels.

    “Despite these advancements, economic feasibility remains a major barrier to widespread adoption.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Algae-based solid biomass pellets have high energy density and efficient combustion with minimal carbon emissions.

    “Algae-based solid biomass pellets have emerged as a promising renewable fuel source, offering high energy density and efficient combustion with minimal carbon emissions.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [121] 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.

  • May combine two claims.

    Premisereasoning

    Algae's fine particle size fills voids in biomass mixtures, increasing pellet density, while lipid content improves structural cohesion, reducing fragmentation during burning.

    “Their fine particle size allows them to fill voids in biomass mixtures, increasing pellet density, while their lipid content improves structural cohesion, reducing fragmentation during burning.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Certain thermotolerant microalgal strains have been successfully cultivated using exhaust gases from industrial burners, demonstrating feasibility of large-scale integration with existing infrastructure.

    “Certain thermotolerant microalgal strains have been successfully cultivated using exhaust gases from industrial burners, demonstrating the feasibility of large-scale integration with existing infrastructure.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [120] Hekmatmehr, 2024, Carbon Capture Technologies: A Review on Technology Readiness Level, Fuel source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Leveraging natural density differences between algal strains allows selective enrichment of lipid-rich or carbohydrate-rich species, simplifying biomass harvesting and improving efficiency of biofuel and bioproduct generation.

    “One promising method for optimizing mixed-culture systems involves leveraging natural density differences between algal strains.This allows for the selective enrichment of lipid-rich or carbohydrate-rich species, simplifying biomass harvesting and improving the efficiency of biofuel and bioproduct generation.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [118] Thomas, 2019, Algal Diversity and Traits Predict Biomass Yield and Grazing Resistance in Wastewater Cultivation, J. Appl. Phycol. source

      Not checked in the free run.

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

    Premisenone given

    Nanomaterials and hybrid catalysts have shown promise for improved performance and longevity compared to traditional catalysts in carbon capture.

    “Nanomaterials and hybrid catalysts have shown promise in this regard, offering improved performance and longevity compared to traditional catalysts.”
    Quote in the paperNot a substantial claim
127 of 127
  • The paper relies on this without support.

    Water pollution from industrial, municipal, and agricultural sources is a critical global challenge that necessitates sustainable and efficient treatment solutions.

    “Water pollution from industrial, municipal, and agricultural sources is a pressing global concern, necessitating the development of sustainable and efficient treatment solutions.”
  • The paper relies on this without support.

    Activated carbon has high operational cost and limited reusability.

    “Activated carbon, for instance, is highly effective in adsorbing organic pollutants, but its high operational cost and limited reusability are key drawbacks.”
  • The paper relies on this without support.

    Membrane filtration techniques, including reverse osmosis, suffer from membrane fouling and high energy consumption.

    “Membrane filtration techniques, including reverse osmosis, provide excellent removal of dissolved contaminants but often suffer from issues like membrane fouling and high energy consumption.”
  • The paper relies on this without support.

    Biochar and hydrochar are cost-effective, sustainable, and exhibit potential for reusability and regeneration.

    “Biochar and hydrochar are not only cost-effective and sustainable but also exhibit the potential for reusability and regeneration, thus addressing some of the limitations of traditional methods.”
4 of 4

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?

  • Research confirms the high lipid accumulation potential of Nannochloropsis gaditana (e.g., reaching 0.32 g/L lipid yield under specific enriched CO2 lab conditions) and the focus of genetic engineering on optimizing these metabolic pathways, while specific quantitative comparisons of CO2-to-lipid conversion efficiencies between genetically modified strains and wild-type counterparts require进一步整合数据

    “While specific quantitative comparisons of CO 2 -to-lipid conversion efficiencies between genetically modified strains (e.g., Nannochloropsis gaditana) and their wild-type counterparts require further consolidated data, research confirms the high lipid accumulation potential of species like N. gaditana (e.g., reaching 0.32 g/L lipid yield under specific enriched CO 2 lab conditions) and the focus”

    From Biofuels, E-Fuels, and Waste-Derived Fuels: Advances, Challenges, and Future Directions (2025) · cites this paper as [160]

    Split into 2 atoms — 0 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 1 unverifiable. Expand the claim to see per-atom verdicts.

    Experimental — accuracy not yet measured
  • 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].”

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.

  • Copper and zinc study cited to a sulfamethoxazole paper

    Minor

    The stated copper and zinc capacities for an MgSi-modified sawdust hydrochar are cited to [47], but the paper's reference [47] concerns sulfamethoxazole removal using algae-based biochar.

  • Percentage reported in a capacity column labeled mg/g

    Minor

    Table 1 labels the adsorption-capacity column in mg/g, but its Sargassum muticum entry reports a percentage instead of a capacity in those units.

  • Table labeled algal-derived includes non-algal feedstocks

    Minor

    Table 1 is labeled as covering algal-derived materials, but it includes entries for lignocellulosic biomass and poultry litter.

  • Table's macroalgae methylene-blue entry cites a different material and dye

    Minor

    Table 1 describes a macroalgae-based biochar used for methylene-blue removal and cites [48]. Reference [48] instead describes biochar from marine Chlorella and adsorption of Reactive Dye-145.

  • Cobalt adsorption claim cites a mercury study

    Minor

    The claimed cobalt capacity and kinetics for Scenedesmus dimorphus are cited to [88], but reference [88] is titled as a study of mercury adsorption.

  • Methylene-blue capacity attributed to the Rhodamine B reference

    Minor

    The text attributes the approximately 714 mg/g methylene-blue result to reference [11], while its later account attributes that result to Chambers et al. [10]. Reference [11] is the Sargassum muticum study of Rhodamine B.

  • Uranium-removal claim cites a nickel-removal study

    Minor

    The statement about metal-oxide biochar facilitating uranium removal cites [81], whose listed title instead concerns chelated nickel removal.

7 of 7

Cites

Flagged first, then by citations

1 of the 129 references couldn’t be matched to a known paper.

Research works printed but not linked: 1

  1. Richmond, A. (2017). Cell Response to Environmental Factors. CRC Handbook of Microalgal Mass Culture, CRC Press.

Cited by

Sorted by citations

Authors
González Fernández, L. A., Medellín Castillo, N. A., Sánchez Polo, M., Navarro Frómeta, A. E., & Vilasó Cadre, J. E.
Affiliations
  • Multidisciplinary Postgraduate Program in Environmental Sciences, Av. Manuel Nava 201, 2nd. Floor, University Zone, San Luis Potosí 78000, Mexico
  • Faculty of Sciences, University of Granada, 18071 Granada, Spain
  • Food and Environmental Technology Department, Technological University of Izucar de Matamoros, De Reforma 168, Campestre La Paz, Izúcar de Matamoros 74420, Mexico
  • Institute of Metallurgy, Autonomous University of San Luis Potosí, Sierra Leona Av. 550, Lomas 2nd Section, San Luis Potosí 78210, Mexico
Venue
Processes
Publisher
MDPI AG
Published
2025-02-16
Volume
13
Issue
2
Pages
556
ISSN
2227-9717 (ISSN-L)
OpenAlex
W4407625814
Cited by
37
References
129
Citations by year
2026: 24 · 2025: 13
FWCI
9.32
Type
journal article
Language
en
Open access
Locations
  • Processes (publishedVersion, cc-by)
  • Institutional Repository of the University of Granada (University of Granada) (submittedVersion, cc-by)
Funders
CONAHCyT (1014829)
Topics
  • Physical Sciences › Environmental Science › Water Science and Technology › Adsorption and biosorption for pollutant removal
  • Physical Sciences › Engineering › Biomedical Engineering › Thermochemical Biomass Conversion Processes
  • Physical Sciences › Engineering › Mechanical Engineering › Carbon Dioxide Capture Technologies
Keywords
algal biomass, biochar, hydrochar, pyrolysis, hydrothermal carbonization, wastewater treatment, carbon sequestration, biofuel production, heavy metal adsorption, dye adsorption, pharmaceutical pollutants, soil amendment, biodiesel, bio-oil, co-combustion, waste valorization, circular economy

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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