<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article article-type="review-article" dtd-version="2.3" xml:lang="EN" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Bioeng. Biotechnol.</journal-id>
<journal-title>Frontiers in Bioengineering and Biotechnology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Bioeng. Biotechnol.</abbrev-journal-title>
<issn pub-type="epub">2296-4185</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1387519</article-id>
<article-id pub-id-type="doi">10.3389/fbioe.2024.1387519</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Bioengineering and Biotechnology</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Usage of <italic>Chlorella</italic> and diverse microalgae for CO<sub>2</sub> capture - towards a bioenergy revolution</article-title>
<alt-title alt-title-type="left-running-head">Ashour et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fbioe.2024.1387519">10.3389/fbioe.2024.1387519</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Ashour</surname>
<given-names>Mohamed</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1676351/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Mansour</surname>
<given-names>Abdallah Tageldein</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1675695/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Alkhamis</surname>
<given-names>Yousef A.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Elshobary</surname>
<given-names>Mostafa</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/659476/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>National Institute of Oceanography and Fisheries (NIOF)</institution>, <addr-line>Cairo</addr-line>, <country>Egypt</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Animal and Fish Production Department</institution>, <institution>College of Agricultural and Food Sciences</institution>, <institution>King Faisal University</institution>, <addr-line>Al-Ahsa</addr-line>, <country>Saudi Arabia</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Fish and Animal Production</institution>, <institution>Faculty of Agriculture (Saba Basha)</institution>, <institution>Alexandria University</institution>, <addr-line>Alexandria</addr-line>, <country>Egypt</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Water and Environment Study Center</institution>, <institution>King Faisal University</institution>, <addr-line>Al-Ahsa</addr-line>, <country>Saudi Arabia</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Department of Botany and microbiology</institution>, <institution>Faculty of Science</institution>, <institution>Tanta University</institution>, <addr-line>Tanta</addr-line>, <country>Egypt</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2650787/overview">Klaus Von Schwartzenberg</ext-link>, University of Hamburg, Germany</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/821494/overview">Ihana Aguiar Severo</ext-link>, Florida State University, United States</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/370499/overview">Sachitra Kumar Ratha</ext-link>, National Botanical Research Institute (CSIR), India</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Mohamed Ashour, <email>microalgae_egypt@yahoo.com</email>; Abdallah Tageldein Mansour, <email>amansour@kfu.edu.sa</email>; Mostafa Elshobary, <email>mostafa_elshobary@science.tanta.edu.eg</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>20</day>
<month>08</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>12</volume>
<elocation-id>1387519</elocation-id>
<history>
<date date-type="received">
<day>17</day>
<month>02</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>05</day>
<month>08</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Ashour, Mansour, Alkhamis and Elshobary.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Ashour, Mansour, Alkhamis and Elshobary</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>To address climate change threats to ecosystems and the global economy, sustainable solutions for reducing atmospheric carbon dioxide (CO<sub>2</sub>) levels are crucial. Existing CO<sub>2</sub> capture projects face challenges like high costs and environmental risks. This review explores leveraging microalgae, specifically the <italic>Chlorella</italic> genus, for CO<sub>2</sub> capture and conversion into valuable bioenergy products like biohydrogen. The introduction section provides an overview of carbon pathways in microalgal cells and their role in CO<sub>2</sub> capture for biomass production. It discusses current carbon credit industries and projects, highlighting the <italic>Chlorella</italic> genus&#x2019;s carbon concentration mechanism (CCM) model for efficient CO<sub>2</sub> sequestration. Factors influencing microalgal CO<sub>2</sub> sequestration are examined, including pretreatment, pH, temperature, irradiation, nutrients, dissolved oxygen, and sources and concentrations of CO<sub>2</sub>. The review explores microalgae as a feedstock for various bioenergy applications like biodiesel, biooil, bioethanol, biogas and biohydrogen production. Strategies for optimizing biohydrogen yield from <italic>Chlorella</italic> are highlighted. Outlining the possibilities of further optimizations the review concludes by suggesting that microalgae and <italic>Chlorella</italic>-based CO<sub>2</sub> capture is promising and offers contributions to achieve global climate goals.</p>
</abstract>
<kwd-group>
<kwd>Chlorella</kwd>
<kwd>climate change</kwd>
<kwd>CO<sub>2</sub> fixation</kwd>
<kwd>carbon concentration mechanism</kwd>
<kwd>algal biomass</kwd>
<kwd>flue gas</kwd>
</kwd-group>
<contract-num rid="cn001">GRANT5,100</contract-num>
<contract-sponsor id="cn001">King Faisal University<named-content content-type="fundref-id">10.13039/501100020912</named-content>
</contract-sponsor>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Industrial Biotechnology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Global warming and greenhouse gas emissions significantly affect world energy, sustainability, and development (<xref ref-type="bibr" rid="B113">Lokuge and Anders, 2022</xref>). Climate change is a major threat that hinders the survival of various plants, animals, and human progress, as well as the wellbeing of our planet. The increased emissions of various greenhouse gases (GHGs), such as carbon dioxide (CO<sub>2</sub>), methane (CH<sub>4</sub>), nitrous oxide (N<sub>2</sub>O), sulfur dioxide (SO<sub>2</sub>), and fluorinated gases have worsened current climate changes, emphasizing the need to reduce CO<sub>2</sub> emissions and promote the use of renewable sources, particularly fuels (<xref ref-type="bibr" rid="B5">Adams and Engel, 2021</xref>). Globally, CO<sub>2</sub> accounts for 76% of total GHGs, mostly (72%) released by the energy production sector. In 2019, it reached approximately 33 gigatons. In the first quarter of 2020 compared to the first quarter of 2019, global CO<sub>2</sub> emissions decreased by 5% due to a decline in the demand for coal, oil, and natural gas (8%, 4.5%, and 2.3%, respectively). This decrease in CO<sub>2</sub> emissions in 2020 was largely caused by the COVID-19 pandemic, the largest decline since World War II (<xref ref-type="bibr" rid="B136">Nguyen et al., 2021</xref>).</p>
<p>The amount and concentration of CO<sub>2</sub> vary depending on the source of the emission. For instance, flue gas of power plants is about 3%&#x2013;4%, while coal-fired plants emit about 10%&#x2013;13%. CO<sub>2</sub> from bio-refineries can reach up to 80% (<xref ref-type="bibr" rid="B147">Prasad et al., 2021</xref>). Globally, atmospheric CO<sub>2</sub> has increased from 313&#xa0;ppm in 1960 to 411&#xa0;ppm in 2020 and is projected to reach 450&#xa0;ppm by 2035 (<xref ref-type="bibr" rid="B18">Barakat et al., 2021</xref>). Some scenarios predict an increase of up to 700&#xa0;ppm in the future, which would result in a 99% probability of a 2&#xa0;C rise in global warming and significant damage to the global economy (<xref ref-type="bibr" rid="B178">van Leeuwen et al., 2024</xref>). The reduction of CO<sub>2</sub> emissions is a top concern for the world. It is essential to develop a plan to lower or stabilize CO<sub>2</sub> levels in the atmosphere. Many countries have committed to reducing greenhouse gas emissions through international agreements such as the Kyoto Protocol (1997) and the Paris Agreement (2015). According to a study by <xref ref-type="bibr" rid="B147">Prasad et al. (2021)</xref>, there are two main approaches to reducing CO<sub>2</sub> emissions: i) decreasing the consumption of fossil fuels by increasing the use of renewable energy sources, and ii) capturing and storing CO<sub>2</sub> through various biological, chemical, or physical methods. <xref ref-type="bibr" rid="B139">Osman et al. (2021)</xref> identified three primary strategies for CO<sub>2</sub> capture, storage, and utilization: pre-combustion, post-combustion, and oxyfuel combustion technologies. Although significant research has been conducted on how to reduce CO<sub>2</sub> emissions through physical and chemical means, there are numerous limitations, including environmental, technical, and economic factors. It is acknowledged that the scope of Carbon Capture and Utilization (CCU) technologies that directly use captured CO2 in industrial processes is limited and their impact on reducing emissions is minimal (<xref ref-type="bibr" rid="B163">Shreyash et al., 2021</xref>). Accordingly, it is essential to find appropriate, sustainable, and profitable approaches for capturing CO<sub>2</sub> that reduce atmospheric CO<sub>2</sub> levels more effectively than physical and chemical methods (<xref ref-type="bibr" rid="B147">Prasad et al., 2021</xref>).</p>
<p>Among CO<sub>2</sub> capture, utilization, and storage technologies (CCUS), biological CCUS is the most economical and environmentally friendly option, relying mainly on sunlight and photosynthetic organisms such as aquatic and terrestrial plants (<xref ref-type="bibr" rid="B137">Nunez, 2019</xref>). The sun provides nearly infinite energy, with our planet receiving 100,000 terawatts annually compared to our current energy consumption of 15 terawatts, which is expected to increase to 24&#xa0;TW&#xa0;y<sup>&#x2212;1</sup> by 2030 and 45 terawatts by the end of the century. It is a huge amount of energy compared to our current energy consumption (<xref ref-type="bibr" rid="B21">Benedetti et al., 2018</xref>). Although our current energy consumption is 15&#xa0;TW&#xa0;y<sup>&#x2212;1</sup>, and it is expected to increase to about 24&#xa0;TW&#xa0;y<sup>&#x2212;1</sup> by 2030, and 45&#xa0;TW&#xa0;y<sup>&#x2212;1</sup> by the end of this century, the energy received from the sun is more than 2,200 times that of our energy consumption (<xref ref-type="bibr" rid="B73">Gerotto et al., 2020</xref>). Photoautotrophic organisms convert CO<sub>2</sub> into carbon-based compounds including sugars, proteins, and lipids with the use of water and sunlight (<xref ref-type="bibr" rid="B13">Ashour and Omran, 2022</xref>). Worldwide, photoautotrophic organisms, both aquatic and terrestrial plants, can store solar energy at a rate of 120 terawatts every year (<xref ref-type="bibr" rid="B21">Benedetti et al., 2018</xref>). That means that the annual capacity of photoautotrophic organisms to store energy in photosynthetic products exceeds the current global energy demand by 800%. Therefore, the extensive culture of these organisms is an important potential solution to cover a large part of world energy demand (<xref ref-type="bibr" rid="B167">Stephenson et al., 2011</xref>).</p>
<p>Among biological CCUS options, microalgae systems have emerged as a particularly promising route for atmospheric CO<sub>2</sub> capture due to their high efficiency, scalability, and potential to generate valuable co-products. Through the process of photosynthesis, photoautotrophic organisms consume atmospheric CO<sub>2</sub> and convert it into useful biomass, food, and bioactive compounds that are valuable in various industries. Despite their slow growth rate, terrestrial plants&#x2019; ability to capture CO<sub>2</sub> is estimated to contribute only 3%&#x2013;6% of fossil fuel emissions (<xref ref-type="bibr" rid="B25">Birner et al., 2023</xref>). In contrast, the faster growth rate of microalgae allows them to fix CO<sub>2</sub> at a rate 10&#x2013;50 times higher than that of terrestrial plants (<xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Factors affecting microalgal CO<sub>2</sub> sequestration.</p>
</caption>
<graphic xlink:href="fbioe-12-1387519-g001.tif"/>
</fig>
<p>
<xref ref-type="bibr" rid="B137">Nunez (2019)</xref> identifies various strategies to decrease global CO<sub>2</sub> emissions, including widespread microalgae cultivation (especially in photobioreactors), tree planting, preserving grasslands and forests, improving energy efficiency, and boosting clean energy production. The terrestrial plants store energy mainly in the form of lignocellulose, a complex biopolymer that is challenging to utilize as a sustainable renewable feedstock. Aquatic plants, on the other hand, do not contain lignin, which makes it simple to use them in a variety of applications without requiring lengthy processing (<xref ref-type="bibr" rid="B140">Osman et al., 2023a</xref>). Additionally, the simultaneous synthesis of beneficial bioproducts such as lipids, proteins, carbohydrates, pigments, vitamins, and polyunsaturated fatty acids is possible in large quantities in aquatic plants. This multi-benefit of microalgae has garnered increasing interest in the field, as highlighted by the growing attention to microalgal CO<sub>2</sub> bio-fixation and resource utilization in recent years (<xref ref-type="bibr" rid="B112">Lim et al., 2021</xref>). The multifaceted nature of these bio-products underscores the potential for comprehensive and sustainable applications in various industrial sectors.</p>
<p>Fixation of CO<sub>2</sub> from the atmosphere by photoautotrophic organisms is achieved through the C3 and C4 pathways. Nevertheless, some microalgae have been found to have a higher capacity for CO<sub>2</sub> capture compared to terrestrial C4 plants (<xref ref-type="bibr" rid="B80">Hong, 2022</xref>). CO<sub>2</sub> capture projects by microalgae are currently viewed as highly attractive to investors for several reasons. According to the statistics report of the Food and Agriculture Organization (<xref ref-type="bibr" rid="B30">Cai et al., 2021</xref>), the global microalgae biomass production was 56,465 tons in 2019, with China accounting for 97.16% of the production, followed by Chile (1.6%), France (0.37%), Greece (0.25%), Tunisia (0.25%), Burkina Faso (0.25%), Central African Republic (0.09%), Chad (0.04%), Bulgaria (0.005%), and Spain (0.003%). Spirulina (<italic>Arthrospira</italic> sp.) represents 96.56% of the global microalgae biomass production, while <italic>Haematococcus pluvialis</italic> (0.429%), <italic>Chlorella vulgaris</italic> (0.008%), <italic>Tetraselmis</italic> sp. (0.003%), and <italic>Dunaliella salina</italic> (0.0004%) contributed the rest (<xref ref-type="bibr" rid="B30">Cai et al., 2021</xref>).</p>
<p>Microalgae contribute more than 90% of the primary production in marine ecosystems and fix about 50 gigatons of CO<sub>2</sub> annually (<xref ref-type="bibr" rid="B164">Sommer et al., 2002</xref>). According to the study <xref ref-type="bibr" rid="B94">Kadam (2001)</xref>, a 1,000-ha microalgae open pond (raceway) system could reduce CO<sub>2</sub> emissions from flue gases by 50%, or 2,10,000 tons y<sup>&#x2212;1</sup> out of the 4,14,000 tons produced by a 50 megawatts power station. The CO<sub>2</sub> absorbed by microalgae is converted into high-nutritional and economically valuable organic bioactive compounds (<xref ref-type="bibr" rid="B204">Zhou et al., 2022</xref>). As a result, algae industries have attracted the attention of investors worldwide for the potential use of algae for CO<sub>2</sub> fixation and absorption (<xref ref-type="bibr" rid="B202">Zhang and Liu, 2021</xref>) and for using its biomass as raw material for various bioindustries, such as aqua-feed, biofertilizers, bioenergy, human food supplements and pharmaceuticals, and wastewater treatment (<xref ref-type="bibr" rid="B115">Mansour et al., 2022a</xref>; <xref ref-type="bibr" rid="B116">Mansour et al., 2022b</xref>; <xref ref-type="bibr" rid="B7">Alprol et al., 2023</xref>; <xref ref-type="bibr" rid="B12">Ashour et al., 2023</xref>; <xref ref-type="bibr" rid="B58">Elshobary and Ashour, 2023</xref>). Microalgae have attractive CO<sub>2</sub> capture potential and high biomass productivity. Microalgae have a CO<sub>2</sub> capture potential of 1.6&#x2013;2 tons per year and a biomass productivity of 127&#x2013;300 tons per hectare per year. The biomass productivity of microalgae can be significantly increased with advanced culture, harvest, and, drying technologies (<xref ref-type="bibr" rid="B16">Bai et al., 2017</xref>). The review by <xref ref-type="bibr" rid="B99">Klinthong et al. (2015)</xref> concluded that the increasing global interest in microalgae for CO<sub>2</sub> capture and the production of various renewable energies is due to several advantages over terrestrial plants. These advantages include 1) high fixation of atmospheric CO<sub>2</sub>, 2) high conversion rate of the photosynthetic process, 3) rapid growth and production rate, 4) high potential for environmental phytoremediation, 5) capacity to produce various biomass and bioenergy resources, and 6) no competition with food and agricultural products. Thus, these advantages make microalgae a promising solution to reduce atmospheric CO<sub>2</sub> levels and produce bioenergy (<xref ref-type="bibr" rid="B99">Klinthong et al., 2015</xref>). With microalgae emerging as prime candidates for efficient and scalable biological CO<sub>2</sub> capture, ongoing research is quantifying the real-world potential of large-scale microalgae cultivation systems. A recent techno-economic evaluated various cultivation and harvesting scenarios, capturing 102.13&#xa0;tons CO<sub>2</sub>/year/ha with operating costs ranging from $4.75&#x2013;6.55/kg dry biomass (<xref ref-type="bibr" rid="B175">Valdovinos-Garc&#xed;a et al., 2020</xref>).</p>
<p>In alignment with the overarching objective of exploring CO<sub>2</sub> mitigation strategies, this review discusses microalgae as a promising renewable feedstock for producing sustainable biofuels and other bioproducts due to their high biomass productivity, ability to utilize CO<sub>2</sub>, and potential for integration into biorefinery systems. The review will also include research on the usage of microalgae to produce renewable biohydrogen. The allure of biohydrogen lies in its potential as an energy-dense transportation fuel, poised to deliver substantial offsets in CO<sub>2</sub> emissions while simultaneously fostering the generation of sustainable energy. As the examination continues, this review also examines current carbon credit projects, providing an overview of their feasibility in achieving global climate goals by 2050. The novelty of this study lies in its focus on utilizing microalgae for renewable bioenergy production, especially biohydrogen, as a sustainable and carbon-neutral energy source, thereby mitigating CO<sub>2</sub> emissions and fostering clean energy generation.</p>
</sec>
<sec id="s2">
<title>2 Carbon pathways in microalgal cells</title>
<p>Microalgae have unique carbon pathways that enable them to take in carbon dioxide and produce oxygen through photosynthesis. Studying these pathways can provide valuable information on the functioning of aquatic plant projects in CO<sub>2</sub> capture. Photosynthetic cells exchange CO<sub>2</sub> and oxygen (O<sub>2</sub>) through their cell walls during photosynthesis. To assess the efficacy of capturing atmospheric CO<sub>2</sub> into microalgal cells, it is crucial to examine their carbon pathways (<xref ref-type="bibr" rid="B72">Gehl et al., 1987</xref>). Microalgae capture approximately 50 gigatons of CO<sub>2</sub> from the atmosphere annually, accounting for more than 50% of all photosynthetic activity worldwide. However, microalgae face three challenges in capturing and fixing CO<sub>2</sub>, as described by the study by <xref ref-type="bibr" rid="B128">Moroney and Ynalvez (2007)</xref>. First, the enzyme Rubisco, which plays a crucial role in photosynthesis, has a poor CO<sub>2</sub> affinity and operates at only 25% of its catalytic capacity due to the lower concentration of dissolved CO<sub>2</sub> and the competition with O<sub>2</sub> at atmospheric CO<sub>2</sub> levels. Secondly, CO<sub>2</sub> diffuses much slower in water compared to the atmosphere. Therefore, microalgae greatly benefit from the capacity to scavenge CO<sub>2</sub> as soon as it becomes accessible. Lastly, the levels of inorganic carbon (C<sub>i</sub> &#x3d; CO<sub>2</sub> &#x2b; HCO<sub>3</sub>) and pH in the microalgal environment have a significant impact on the availability of CO<sub>2</sub> and HCO<sub>3</sub>- for photosynthesis. When the pH is acidic, most of the available Ci is in the form of CO<sub>2</sub>, but when the pH is alkaline, the majority of the C<sub>i</sub> is in the form of HCO<sub>3</sub>
<sup>&#x2500;</sup> (<xref ref-type="bibr" rid="B72">Gehl et al., 1987</xref>).</p>
<p>Microalgae, as single-celled photosynthetic organisms, have evolved a specialized pathway to overcome the challenges associated with capturing and fixing atmospheric CO<sub>2</sub> through photosynthesis. This pathway is called the Carbon Concentration Mechanism (CCM), and it resembles the C4 and Crassulacean Acid Metabolism (CAM) pathways found in terrestrial plants. The CCM increases the concentration of inorganic carbon several times over the level found in the surrounding environment, thereby enhancing the photosynthetic output of algal cells. To achieve this, microalgae have a specialized plastid structure called pyrenoid, which elevates the CO<sub>2</sub> concentration around the thylakoid membranes. This in turn increases the efficiency of the Rubisco enzyme for carbon sequestration and assimilation. The CCM is a unique and innovative adaptation developed by microalgae to increase their ability to absorb and convert atmospheric CO<sub>2</sub> into biomass (<xref ref-type="bibr" rid="B19">Barrett et al., 2021</xref>).</p>
<p>Interestingly, Carbonic Anhydrase (CA) is a zinc-containing metallic enzyme that has been found to play a significant part in the CCM and assist in the fixation of atmospheric CO<sub>2</sub> by catalyzing the reversible hydration of CO<sub>2</sub> into bicarbonate and a proton. CA assists CO<sub>2</sub> fixation by nucleophilic attack by the hydroxide ion that is bound to a zinc atom. CA plays an important role in CO<sub>2</sub> acquisition, capture, ion exchange, and photosynthesis. This reaction is followed by the removal of a proton from the protein surface and the ionization of the water molecule linked to zinc, which regenerates the active site. Therefore, the CA task in the fixation of carbon is to transform bicarbonate into CO<sub>2</sub>, which serves as the substrate for Rubisco, the main enzyme responsible for fixing carbon (<xref ref-type="bibr" rid="B158">Sayre, 2010</xref>).</p>
<p>As reported by the study by <xref ref-type="bibr" rid="B147">Prasad et al. (2021)</xref> photorespiration causes a loss of energy and carbon, ultimately lowering the rates of photosynthesis. Atmospheric O<sub>2</sub> levels strongly exceed the CO<sub>2</sub> concentration thus enhancing Rubisco&#xb4;s oxigenase activity and the subsequent photorespiration. To combat this condition, microalgae have created CO<sub>2</sub> concentration mechanisms (CCMs) to increase the levels of CO<sub>2</sub> around Rubisco. Several studies have demonstrated different CCM strategies in several microalgae species.</p>
<p>Microalgae have developed CCMs as an adaption to increase the photosynthetic efficiency at low CO<sub>2</sub> (<xref ref-type="bibr" rid="B158">Sayre, 2010</xref>; <xref ref-type="bibr" rid="B127">Moroney et al., 2013</xref>), thus allowing higher growth rates compared to terrestrial plants. As previously reported by the studies by <xref ref-type="bibr" rid="B158">Sayre, (2010)</xref>; <xref ref-type="bibr" rid="B74">Giordano et al., (2005)</xref>; <xref ref-type="bibr" rid="B128">Moroney and Ynalvez, (2007)</xref>, the CCM is mainly based on the C4 and CAM pathways, in which PEP absorbs CO<sub>2</sub> to produce oxalic-acetic acid (OAA). To maximize the capture of CO<sub>2</sub>, this pathway also enables to capture the CO<sub>2</sub> produced during photorespiration (<xref ref-type="bibr" rid="B74">Giordano et al., 2005</xref>).</p>
<p>However, the CCM strategies differ among various microalgae species. For instance, Chlorella vulgaris utilizes a relatively simpler CCM compared to species like Chlamydomonas reinhardtii and <italic>Nannochloropsis oceanica</italic>, which have more complex mechanisms involving multiple carbon fixation pathways (<xref ref-type="bibr" rid="B186">Wei et al., 2019</xref>). These differences highlight the diversity in CCM strategies among microalgae and their varying efficiencies in CO<sub>2</sub> capture and biomass production (<xref ref-type="bibr" rid="B195">Yu et al., 2020</xref>).</p>
<p>In a recent study <xref ref-type="bibr" rid="B174">Treves et al. (2022)</xref> investigated the <sup>13</sup>CO<sub>2</sub> <italic>in vivo</italic> labeling kinetics of the Calvin Benson Cycle and the pathways of organic acid, starch, sugar, amino acid, lipid, and protein synthesis in three green microalgae: <italic>Chlorella sorokiniana, Chlorella ohadii,</italic> and <italic>Chlamydomonas reinhardtii</italic>. The study also compared the flow patterns in these algal species with data from the C3 and C4 pathways from terrestrial plants. The findings showed unique flow patterns in these microalgae, which resulted in faster autotrophic growth. Furthermore, some species exhibited faster Rubisco regeneration and increased fluxes through reduced glycolysis and anaplerotic pathways to the tricarboxylic acid cycle, lipid synthesis, and amino acid synthesis compared to terrestrial plants. According to the literature, one of the highly-efficient green microalga, <italic>Chlorella vulgaris</italic>, demonstrated these enhanced metabolic fluxes. Genome-scale models suggest that during mixotrophic culture, there is increased carbon dioxide transport between the plastid and mitochondria in <italic>Chlorella vulgaris</italic>, accompanied by a 25% and 60% rise in the activity of carbon metabolism subsystems during mixotrophy and heterotrophy, respectively (<xref ref-type="bibr" rid="B206">Zu&#xf1;iga et al., 2018</xref>). Similarly, <italic>Chlorella protothecioides</italic> exhibits heightened intracellular metabolite concentrations related to enhanced glycolysis and tricarboxylic acid cycle (TCA) activity during heterotrophy (<xref ref-type="bibr" rid="B187">Wu et al., 2015</xref>). These elevated TCA activities are associated with increased synthesis of storage compounds like fatty acids and carbohydrates (<xref ref-type="bibr" rid="B180">Vitova et al., 2015</xref>), along with species-specific changes in biochemical profiles (<xref ref-type="bibr" rid="B145">Penhaul Smith et al., 2021</xref>). The strain ZJU9000 is a stable mutant culture of <italic>Arthrospira platensis</italic>, produced through 9&#xa0;kGy gamma irradiation, and exhibits improved growth compared to the wild-type. The study by <xref ref-type="bibr" rid="B36">Cheng et al. (2018)</xref> investigated differences in gene expression between wild-type and ZJU9000 and found that the robust growth of the mutation was due to higher levels of pigment and vitamin production, which improved photosynthesis and cell development. The study also revealed that ZJU9000 had higher CO<sub>2</sub> capture at low concentrations compared to the wild-type, due to its enhanced CCM (<xref ref-type="bibr" rid="B36">Cheng et al., 2018</xref>). These findings were similar to those of other blue-green species like <italic>Anabaena sp</italic>. and <italic>Microcystis aeruginosa</italic>.</p>
<p>Among microalgae, marine diatoms are responsible for about 20% of world CO<sub>2</sub> fixation (<xref ref-type="bibr" rid="B97">Khan et al., 2009</xref>). Like C4 plants, diatom species contain CCMs that utilize biochemical fixation of bicarbonate, but whether the same type of CCM is present in all diatoms is a subject of debate (<xref ref-type="bibr" rid="B194">Yu et al., 2022</xref>). The Phosphoenolpyruvate carboxylase enzyme (PEPcase enzyme, the primary enzyme in C4 and CAM pathways) is detected in marine diatom species in two isoforms, one in the plastids (PEPC1) and the other one in the mitochondria (PEPC2). The study by <xref ref-type="bibr" rid="B194">Yu et al. (2022)</xref> used several techniques (Western blots, real-time quantitative polymerase chain reaction, and enzymatic assays) to examine the expression and activities of PEPC1 and PEPC2 in <italic>Phaeodactylum tricornutum</italic>, under several concentrations of dissolved inorganic carbon (low and high). They generated and analyzed individual cell lines of both PEPC1 and PEPC2 of <italic>P. tricornutum</italic> and also generated and analyzed a double-knockout strain of PEPC1/2. Their findings implemented that, at least some of the CCM in the marine species <italic>P. tricornutum</italic> depends on the biochemical fixation of bicarbonate that is performed by the mitochondrial form of PEPC2 (<xref ref-type="bibr" rid="B194">Yu et al., 2022</xref>).</p>
<p>Dinoflagellates are significant primary producers and a main reason for harmful-toxic algal blooms in the marine ecosystems (<xref ref-type="bibr" rid="B59">Elshobary et al., 2020</xref>). The capture of carbon by dinoflagellates is still poorly understood, despite its enormous ecological importance (<xref ref-type="bibr" rid="B31">Carnicer et al., 2022</xref>). In the study by <xref ref-type="bibr" rid="B201">Zhang et al. (2021)</xref>, the pathway of carbon capture in a marine dinoflagellate <italic>Prorocentrum donghaiense</italic>, including <italic>in situ</italic> and laboratory-simulated bloom conditions, were examined by using several techniques. They observed rapid capture of dissolved CO<sub>2</sub> to produce high biomass during bloom. The genes responsible for CO<sub>2</sub> capture were highly expressed at low levels of CO<sub>2</sub>, concluding that the C4 pathway exists in the blooming cells of <italic>P. donghaiense</italic>. Finally, they concluded that the C4 pathway in this marine dinoflagellate exhibited an important integrated function to assist the capture of CO<sub>2</sub> during the bloom.</p>
<p>As reported in the study by <xref ref-type="bibr" rid="B99">Klinthong et al. (2015)</xref>, the possible pathways of inorganic carbon in microalgae are: (1) direct CO<sub>2</sub> capture through the plasma membrane; (2) the use of HCO<sub>3</sub>
<sup>&#x2500;</sup> through activating the CA enzyme that converts HCO<sub>3</sub>
<sup>&#x2500;</sup> to CO<sub>2</sub>, and (3) direct transport of HCO<sub>3</sub>
<sup>&#x2500;</sup> through the plasma membrane. The different carbon assimilation pathways in some microalgae species are listed in <xref ref-type="table" rid="T1">Table 1</xref>.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Carbon assimilation pathways as reported for selected microalgae<xref ref-type="table-fn" rid="Tfn1">
<sup>a</sup>
</xref>.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Microalgae species</th>
<th align="left">Pathway 1 (Direct CO<sub>2</sub> capture)</th>
<th align="left">Pathway 2 (CA activation)</th>
<th align="left">Pathway 3 (Direct HCO<sub>3</sub>
<sup>&#x2500;</sup> capture)</th>
<th align="left">References</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Chlorella saccharophila</td>
<td align="left">E</td>
<td align="left">E</td>
<td align="left">E</td>
<td align="left">
<xref ref-type="bibr" rid="B152">Rotatore and Colman (1991)</xref>
</td>
</tr>
<tr>
<td align="left">Chlorella ellipsoidea</td>
<td align="left">E</td>
<td align="left">M</td>
<td align="left">E</td>
<td align="left">
<xref ref-type="bibr" rid="B152">Rotatore and Colman (1991)</xref>
</td>
</tr>
<tr>
<td align="left">Chlorella kesslerii</td>
<td align="left">E</td>
<td align="left">M</td>
<td align="left">E</td>
<td align="left">
<xref ref-type="bibr" rid="B27">Bozzo et al. (2000)</xref>
</td>
</tr>
<tr>
<td align="left">Chlamydomonas reinhardtii</td>
<td align="left">E</td>
<td align="left">F</td>
<td align="left">E</td>
<td align="left">
<xref ref-type="bibr" rid="B168">Sultemeyer et al. (1989)</xref>
</td>
</tr>
<tr>
<td align="left">Nannochloropsis gaditana</td>
<td align="left">M</td>
<td align="left">M</td>
<td align="left">E</td>
<td align="left">
<xref ref-type="bibr" rid="B85">Huertas et al. (2000b)</xref>
</td>
</tr>
<tr>
<td align="left">Nannochloropsis oculata</td>
<td align="left">M</td>
<td align="left">M</td>
<td align="left">E</td>
<td align="left">
<xref ref-type="bibr" rid="B85">Huertas et al. (2000b)</xref>
</td>
</tr>
<tr>
<td align="left">Nannochloris atomus</td>
<td align="left">E</td>
<td align="left">M</td>
<td align="left">M</td>
<td align="left">
<xref ref-type="bibr" rid="B84">Huertas et al. (2000a)</xref>
</td>
</tr>
<tr>
<td align="left">Nannochloris maculata</td>
<td align="left">E</td>
<td align="left">M</td>
<td align="left">M</td>
<td align="left">
<xref ref-type="bibr" rid="B84">Huertas et al. (2000a)</xref>
</td>
</tr>
<tr>
<td align="left">Dunaliella terteolecta</td>
<td align="left">E</td>
<td align="left">E</td>
<td align="left">E</td>
<td align="left">
<xref ref-type="bibr" rid="B11">Amoroso et al. (1998)</xref>
</td>
</tr>
<tr>
<td align="left">Scenedesmus obliquus</td>
<td align="left">E</td>
<td align="left">E</td>
<td align="left">E</td>
<td align="left">
<xref ref-type="bibr" rid="B142">Palmqvist et al. (1994)</xref>
</td>
</tr>
<tr>
<td align="left">Isochrysis galbana</td>
<td align="left">E</td>
<td align="left">E</td>
<td align="left">E</td>
<td align="left">
<xref ref-type="bibr" rid="B83">Huertas et al. (2002)</xref>
</td>
</tr>
<tr>
<td align="left">Phaeodactylum tricornutum</td>
<td align="left">E</td>
<td align="left">E</td>
<td align="left">E</td>
<td align="left">
<xref ref-type="bibr" rid="B44">Colman and Rotatore (1995)</xref>
</td>
</tr>
<tr>
<td align="left">Navicula pelliculosa</td>
<td align="left">E</td>
<td align="left">M</td>
<td align="left">E</td>
<td align="left">
<xref ref-type="bibr" rid="B153">Rotatore and Colman (1992)</xref>
</td>
</tr>
<tr>
<td align="left">Cyclotella sp</td>
<td align="left">E</td>
<td align="left">E</td>
<td align="left">E</td>
<td align="left">
<xref ref-type="bibr" rid="B154">Rotatore et al. (1995)</xref>
</td>
</tr>
<tr>
<td align="left">Ditylum brightwellii</td>
<td align="left">E</td>
<td align="left">M</td>
<td align="left">E</td>
<td align="left">
<xref ref-type="bibr" rid="B101">Korb et al. (1997)</xref>
</td>
</tr>
<tr>
<td align="left">Skeletonema costatum</td>
<td align="left">E</td>
<td align="left">M</td>
<td align="left">E</td>
<td align="left">
<xref ref-type="bibr" rid="B101">Korb et al. (1997)</xref>
</td>
</tr>
<tr>
<td align="left">Chaetoceros calcitrans</td>
<td align="left">E</td>
<td align="left">M</td>
<td align="left">E</td>
<td align="left">
<xref ref-type="bibr" rid="B101">Korb et al. (1997)</xref>
</td>
</tr>
<tr>
<td align="left">Thalassiosira punctigera</td>
<td align="left">E</td>
<td align="left">M</td>
<td align="left">NR</td>
<td align="left">
<xref ref-type="bibr" rid="B61">Elzenga et al. (2000)</xref>
</td>
</tr>
<tr>
<td align="left">Thalassiosira pseudonanna</td>
<td align="left">NR</td>
<td align="left">M</td>
<td align="left">E</td>
<td align="left">
<xref ref-type="bibr" rid="B61">Elzenga et al. (2000)</xref>
</td>
</tr>
<tr>
<td align="left">Porphyridium cruentum</td>
<td align="left">E</td>
<td align="left">E</td>
<td align="left">E</td>
<td align="left">
<xref ref-type="bibr" rid="B44">Colman and Rotatore (1995)</xref>
</td>
</tr>
<tr>
<td align="left">Emiliania huxleyi</td>
<td align="left">E</td>
<td align="left">E</td>
<td align="left">NR</td>
<td align="left">
<xref ref-type="bibr" rid="B61">Elzenga et al. (2000)</xref>
</td>
</tr>
<tr>
<td align="left">Dicrateria inornata</td>
<td align="left">E</td>
<td align="left">E</td>
<td align="left">E</td>
<td align="left">
<xref ref-type="bibr" rid="B83">Huertas et al. (2002)</xref>
</td>
</tr>
<tr>
<td align="left">Phaeocystis globosa</td>
<td align="left">E</td>
<td align="left">E</td>
<td align="left">NR</td>
<td align="left">
<xref ref-type="bibr" rid="B61">Elzenga et al. (2000)</xref>
</td>
</tr>
<tr>
<td align="left">Vischeria stellata</td>
<td align="left">E</td>
<td align="left">M</td>
<td align="left">E</td>
<td align="left">
<xref ref-type="bibr" rid="B83">Huertas et al. (2002)</xref>
</td>
</tr>
<tr>
<td align="left">Eremosphaera viridis</td>
<td align="left">E</td>
<td align="left">M</td>
<td align="left">M</td>
<td align="left">
<xref ref-type="bibr" rid="B153">Rotatore and Colman (1992)</xref>
</td>
</tr>
<tr>
<td align="left">Amphidinium carterae</td>
<td align="left">E</td>
<td align="left">M</td>
<td align="left">M</td>
<td align="left">
<xref ref-type="bibr" rid="B83">Huertas et al. (2002)</xref>
</td>
</tr>
<tr>
<td align="left">Heterocapsa oceanica</td>
<td align="left">E</td>
<td align="left">M</td>
<td align="left">M</td>
<td align="left">
<xref ref-type="bibr" rid="B83">Huertas et al. (2002)</xref>
</td>
</tr>
<tr>
<td align="left">Monodus subterraneus</td>
<td align="left">E</td>
<td align="left">M</td>
<td align="left">M</td>
<td align="left">
<xref ref-type="bibr" rid="B83">Huertas et al. (2002)</xref>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="Tfn1">
<label>
<sup>a</sup>
</label>
<p>E: existing; M: missing; NR: not reported.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3">
<title>3 The role of microalgae in CO<sub>2</sub> capture for biomass production</title>
<p>The increasing levels of atmospheric CO<sub>2</sub>, which are attributed to human activities and have caused a major shift in the global carbon cycle, have become a major global concern and a subject of research in recent years (<xref ref-type="bibr" rid="B123">Mondal et al., 2017</xref>). Currently, atmospheric CO<sub>2</sub> constitutes approximately 77% of all greenhouse gases, making its capture crucial, even with the presence of other greenhouse gases such as hydrocarbons, sulfur dioxide, methane, and nitrogen oxides (<xref ref-type="bibr" rid="B189">Xu et al., 2021</xref>). The capture of atmospheric CO<sub>2</sub> by microalgae during the generation of biomass along with other valuable carbon compounds, presents a promising solution to the issue of global warming (<xref ref-type="bibr" rid="B87">Iglina et al., 2022</xref>). Microalgae have the potential to capture and reduce atmospheric CO<sub>2</sub> 10&#x2013;50 times more effectively than terrestrial plants (<xref ref-type="bibr" rid="B109">Li et al., 2008</xref>). They also have several other advantages over terrestrial plants, such as not competing for food and feed for humans and animals, using less land and water, and possibility grow in various types of water (<xref ref-type="bibr" rid="B141">Osman et al., 2023b</xref>).</p>
<p>The cost of feedstock media used to grow microalgae is significantly impacted by the high amount of CO<sub>2</sub> required, which accounts for over 50% of the cost (<xref ref-type="bibr" rid="B52">Doucha et al., 2005</xref>). Microalgae can efficiently absorb CO<sub>2</sub> from both the atmosphere and from flue gas emissions, with capture rates up to 90% reported in open ponds (<xref ref-type="bibr" rid="B158">Sayre, 2010</xref>). A novel spraying absorption tower combined with an open raceway pond has demonstrated improved CO<sub>2</sub> fixation efficiency of 50%, compared to 11.17% for traditional bubbling methods (<xref ref-type="bibr" rid="B207">Politaeva et al., 2023</xref>). As mentioned previously, microalgae have evolved unique mechanisms, such as C4, CAM, and CCM, to improve their efficiency in capturing carbon (<xref ref-type="bibr" rid="B43">Colman et al., 2002</xref>). However, the capture rate varies between species due to differences between the CA enzymes. A study by <xref ref-type="bibr" rid="B23">Bhola et al. (2014)</xref> reported that <italic>Synechocystis aquatilis</italic>, grown in raceways ponds with a water volume of 4,000&#xa0;m<sup>3</sup> and using sunlight, can absorb approximately 2,200 tons of CO<sub>2</sub> y<sup>&#x2212;1</sup>. The study by (<xref ref-type="bibr" rid="B54">Duarte et al., 2017</xref>) reported that the highest biomass productivity of <italic>Chlorella fusca</italic> LEB (25&#xa0;g&#xa0;m<sup>&#x2212;2</sup> d<sup>&#x2212;1</sup>) required 45.8&#xa0;g CO<sub>2</sub> m<sup>&#x2212;2</sup>&#xa0;d<sup>&#x2212;1</sup>.</p>
<p>Although microalgae biomass has been commercially cultivated for more than 40 years, its entire global biomass per year was only 93,756, 87,000, and 56,465 tons in 2010, 2018, and 2019, respectively (<xref ref-type="bibr" rid="B77">Hamidi et al., 2023</xref>). Several reports have indicated that each 1 ton of microalgae biomass (dry weight) captured about 1.88 tons of atmospheric CO<sub>2</sub> (<xref ref-type="bibr" rid="B22">Benemann and Oswald, 1996</xref>), while Chisti reported it as two tones (<xref ref-type="bibr" rid="B38">Chisti, 2007</xref>). However, it is necessary to mention that each algal strain needs to be studied independently. Based on calculations, the equivalent amounts of CO<sub>2</sub> captured by cultured microalgae are around 187,500, 174,000, and 112,900 tons of CO<sub>2</sub> in 2010, 2018, and 2019, respectively (<xref ref-type="bibr" rid="B87">Iglina et al., 2022</xref>).</p>
<p>There are two systems widely used in microalgae cultivation; open pond (OP) and photobioreactor (PBR). In the open systems, there are many challenges facing supplementation and capture of CO<sub>2</sub>, due to low fixation efficiency (usually between 10% and 40% vol.), low solubility, high cost, significant loss during culture, and poor tolerance to high CO<sub>2</sub> levels (<xref ref-type="bibr" rid="B165">Song et al., 2019</xref>). The main advantage of using PBR for the capture of CO<sub>2</sub> by microalgae is the increase in productivity according to regulated environmental factors and the optimal volume utilization. As reported in the literature, few microalgae species can tolerate CO<sub>2</sub> at high levels of 70% vol. such as <italic>Chlorella</italic> sp. KR-1 and <italic>Chlorella</italic> ZY-1, 90% vol. CO<sub>2</sub> such as <italic>Chlorella vulgaris</italic> (<xref ref-type="bibr" rid="B111">Li et al., 2013</xref>), while others can tolerate CO<sub>2</sub> at 100% vol. CO<sub>2</sub> such as <italic>Chlorella</italic> sp. T-1 (<xref ref-type="bibr" rid="B200">Zhang and Song, 2014</xref>).</p>
<p>The first published work on increasing microalgae biomass production by providing external CO<sub>2</sub> to microalgae culture media was in the 1960s (<xref ref-type="bibr" rid="B79">Heubeck et al., 2007</xref>). From this date, many publications have claimed that using an external source of CO<sub>2</sub> to supplement the culture medium significantly increases microalgae biomass (<xref ref-type="bibr" rid="B92">Judd et al., 2017</xref>). High levels (99.9%) of CO<sub>2</sub> may be injected using high-purity gas cylinders. However, this is an expensive technology that can limit the use of the system, especially in open pond systems (<xref ref-type="bibr" rid="B48">de Assis et al., 2019</xref>), even if it is appropriate for PBR systems. To minimize costs, CO<sub>2</sub> can be added to the ponds in the form of exhaust gases. To reduce the price, it would be appropriate to add CO<sub>2</sub> to PBRs in the form of compressed exhaust gases to mitigate the yearly increase in CO<sub>2</sub> emissions. As reported previously (<xref ref-type="bibr" rid="B203">Zheng et al., 2018</xref>), the possible sources of CO<sub>2</sub> supplies are air, pure CO<sub>2</sub> (commercial grade or purified), raw flue gas, CO<sub>2</sub>-containing solvents, and HCO<sub>3</sub>
<sup>&#x2500;</sup>. Each source has advantages and disadvantages.</p>
<p>Several studies (<xref ref-type="bibr" rid="B46">Couto et al., 2018</xref>) have claimed that adding more CO<sub>2</sub> not only tends to make more carbon available for the growth of microalgae, but also enhances the assimilation of nutrients into their biomass, reducing nitrogen losses from ammonia volatilization and phosphorus precipitation, and preventing pH increases brought on by photosynthetic activity. To utilize purified CO<sub>2</sub>, flue gas, and solvents that contain CO<sub>2</sub>, it is necessary to have access to point sources of CO<sub>2</sub> and terrestrial facilities appropriate for mass microalgae cultivation. Flue gas is widely available and has limited commercial value. However, it also contains impurities that may inhibit microalgae growth. While having a lower cost and less accessibility than flue gas, purified CO<sub>2</sub> is the most efficient solution regarding utilization and transport. The energy required to dispense HCO<sub>3</sub>
<sup>&#x2500;</sup> or CO<sub>2</sub> -loaded solvents is substantially lower than the energy required for compressing and transporting the gas CO<sub>2</sub>. Bicarbonates are more expensive and scarcer than flue gas, even if it is purer. Furthermore, not all microalgae species can capture bicarbonates. Co-location of algae production sites with a CO<sub>2</sub> collection facilities would be favorable for the use CO<sub>2</sub>-loaded solvents. <xref ref-type="bibr" rid="B48">de Assis et al. (2019)</xref> reported that since CO<sub>2</sub> represents the most expensive input needed for microalgae culture in PBR systems, it is remarkable to use exhaust gases in conjunction with wastewater treatment to achieve lower input costs for microalgae. The use of CO<sub>2</sub> from exhaust emissions for the growth of microalgae in PBR systems is less expensive than pure CO<sub>2</sub>. The cost of CO<sub>2</sub> is associated with the installation, and maintenance of the PBR system, and the process of CO<sub>2</sub> capture and compression, which was estimated to account for 75% of the total costs among the many expenditures associated with the procedure (<xref ref-type="bibr" rid="B177">Van Den Hende et al., 2012</xref>). <xref ref-type="table" rid="T2">Table 2</xref> summarizes the advantages and disadvantages of each source of CO<sub>2</sub>, as reported in the literature.</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Advantages and disadvantages of several potential CO<sub>2</sub> sources for microalgae production as reported in the literature (<xref ref-type="bibr" rid="B93">Kadam, 1997</xref>; <xref ref-type="bibr" rid="B120">Metz et al., 2005</xref>; <xref ref-type="bibr" rid="B28">Brinckerhoff 2011</xref>; <xref ref-type="bibr" rid="B190">Xu et al., 2014</xref>; <xref ref-type="bibr" rid="B155">Rubin et al., 2015</xref>; <xref ref-type="bibr" rid="B133">Nayak et al., 2018</xref>
<bold>)</bold>.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left"/>
<th align="left">Air</th>
<th align="left">HCO<sub>3</sub>
<sup>&#x2500;</sup>
</th>
<th align="left">Commercial grade CO<sub>2</sub>
</th>
<th align="left">Purified grade of pure CO<sub>2</sub>
</th>
<th align="left">Raw flue gas</th>
<th align="left">CO<sub>2</sub>-containing solvents</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">CO<sub>2</sub> concentration</td>
<td align="left">0.042%</td>
<td align="left">0.1&#x2013;5&#xa0;g&#xa0;L<sup>&#x2212;1</sup> (NaHCO<sub>3</sub>)</td>
<td align="left">&#x3e; 95%</td>
<td align="left">&#x3e; 95%</td>
<td align="left">4% &#x2013; 33%</td>
<td align="left">0.5&#xa0;mol CO<sub>2</sub>/mol solvent (20%)</td>
</tr>
<tr>
<td align="left">CO<sub>2</sub> volume required</td>
<td align="left">Very high</td>
<td align="left">None</td>
<td align="left">Low</td>
<td align="left">Low</td>
<td align="left">Moderate</td>
<td align="left">None</td>
</tr>
<tr>
<td align="left">Availability</td>
<td align="left">Unlimited</td>
<td align="left">Moderate</td>
<td align="left">Low</td>
<td align="left">High</td>
<td align="left">High</td>
<td align="left">Moderate</td>
</tr>
<tr>
<td align="left">CO<sub>2</sub> utilization</td>
<td align="left">Very low</td>
<td align="left">Very high</td>
<td align="left">High</td>
<td align="left">High</td>
<td align="left">Moderate</td>
<td align="left">Very high</td>
</tr>
<tr>
<td align="left">CO<sub>2</sub> cost ($ per ton)</td>
<td align="left">0</td>
<td align="left">380</td>
<td align="left">3&#x2013;55</td>
<td align="left">29&#x2013;111</td>
<td align="left">0</td>
<td align="left">10&#x2013;35</td>
</tr>
<tr>
<td align="left">Energy for compression and transportation</td>
<td align="left">None</td>
<td align="left">Low</td>
<td align="left">Moderate</td>
<td align="left">Moderate</td>
<td align="left">High</td>
<td align="left">Low</td>
</tr>
<tr>
<td align="left">OP injection energy</td>
<td align="left">Very high</td>
<td align="left">Low</td>
<td align="left">Moderate</td>
<td align="left">Moderate</td>
<td align="left">High</td>
<td align="left">Low</td>
</tr>
<tr>
<td align="left">PBR injection energy</td>
<td align="left">None</td>
<td align="left">Low</td>
<td align="left">Very high</td>
<td align="left">Very high</td>
<td align="left">Very high</td>
<td align="left">High</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s4">
<title>4 Factors influencing CO<sub>2</sub> sequestration on an industrial scale</title>
<p>The factors influencing microalgal CO<sub>2</sub> sequestration are summarised in <xref ref-type="fig" rid="F2">Figure 2</xref> and will be treated in detail in the following chapters.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Microalgae-based biomass conversion processes for biofuel production.</p>
</caption>
<graphic xlink:href="fbioe-12-1387519-g002.tif"/>
</fig>
<sec id="s4-1">
<title>4.1 pH</title>
<p>Most microalgae species including <italic>Chlorella</italic> sp. grow optimally at a neutral to moderately alkaline pH between 7 and 9. For example, the microalgae <italic>Chlorella stigmatophora</italic> and <italic>Nannochloris</italic> sp. achieve peak growth rates at pH 8 and 7, respectively (<xref ref-type="bibr" rid="B70">Gal&#xe8;s et al., 2020</xref>). During photosynthesis, microalgae take up bicarbonate ions, which in turn raises the pH of the aquatic environments (<xref ref-type="bibr" rid="B51">Dolui et al., 2021</xref>). This photosynthetic alkalinization hinders the dissolution of CO<sub>2</sub> from the air and reduces bioavailability for further carbon fixation (<xref ref-type="bibr" rid="B205">Zhou et al., 2017</xref>). Low pH levels below 6&#x2013;7 can also negatively impact cell metabolism and inhibit the active transport systems that allow microalgae to take up essential ions. A pH dropping too far from the ideal neutral range has been shown to reduce the growth rate of species such as <italic>Spirulina platensis</italic> (<xref ref-type="bibr" rid="B199">Zeng et al., 2011</xref>). Different cultivation strategies, such as autotrophic, mixotrophic, and photoheterotrophic, can influence the effect of pH on carbon fixation and carbohydrate accumulation in <italic>C. vulgaris</italic> JSC-6 (<xref ref-type="bibr" rid="B35">Cheng et al., 2022</xref>). Autotrophic cultivation resulted in better carbon assimilation and carbohydrate accumulation, while the assimilation of fatty acids in the mixotrophic and photoheterotrophic modes was influenced by pH. Therefore, monitoring and controlling pH is imperative when cultivating microalgae for carbon sequestration, as pH dictates the rate of photosynthesis and cellular activities that allow CO<sub>2</sub> to be effectively utilized. Using species adapted to variable pH or actively managing pH through CO<sub>2</sub> sparging and buffer addition enables healthy, productive algal cultures. Overall, maintaining an optimal pH range, such as around 8, can enhance carbon fixation and biomass yield in <italic>Chlorella</italic>. The specific pH requirements may vary depending on the species and cultivation strategy.</p>
</sec>
<sec id="s4-2">
<title>4.2 Temperature</title>
<p>Most microalgae species suited for CO<sub>2</sub> capture are mesophilic, with an optimal growth temperature range of 25&#xb0;C&#x2013;45&#xb0;C (<xref ref-type="bibr" rid="B65">Farrelly et al., 2013</xref>). Temperatures above this range reduce the solubility of CO<sub>2</sub> and alter cellular enzyme functions (<xref ref-type="bibr" rid="B147">Prasad et al., 2021</xref>). For <italic>Chlorella</italic> the optimal temperature range strongly depends on the chosen species and other environmental factors. Generally, temperatures between 25&#xb0;C and 35&#xb0;C are considered favorable for the growth and carbon fixation of <italic>Chlorella</italic> (<xref ref-type="bibr" rid="B207">Politaeva et al., 2023</xref>)<italic>.</italic> Specifically, moderate temperatures cause the pivotal carbon fixation enzyme Rubisco to bind oxygen instead of carbon dioxide, resulting in photorespiration that lowers CO<sub>2</sub> utilization rates by up to 30% (<xref ref-type="bibr" rid="B199">Zeng et al., 2011</xref>). Excessively high temperatures can damage the photosynthetic apparatus and reduce overall carbon fixation efficiency (<xref ref-type="bibr" rid="B207">Politaeva et al., 2023</xref>). Heat also alters the activity of other enzymes like carbonic anhydrase which interconverts CO<sub>2</sub> and bicarbonate, further limiting inorganic carbon bioavailability (<xref ref-type="bibr" rid="B86">Ighalo et al., 2022</xref>). <italic>Chlorella</italic> has the ability to adapt and acclimate to different temperature conditions. Prolonged exposure to specific temperatures can trigger physiological and biochemical changes in allowing <italic>Chlorella</italic> to better cope with the prevailing temperature and maintain carbon fixation efficiency (<xref ref-type="bibr" rid="B207">Politaeva et al., 2023</xref>). Therefore, the cultivation temperature must be controlled for mesophilic species to ensure adequate CO<sub>2</sub> dissolution while preventing enzyme impairment and photorespiration.</p>
</sec>
<sec id="s4-3">
<title>4.3 Irradiation</title>
<p>Irradiation conditions play a crucial role in regulating the photosynthetic efficiency and CO<sub>2</sub> fixation capacity of microalgae. The intensity of light irradiance has a direct impact on the rate of photosynthesis and biomass productivity (<xref ref-type="bibr" rid="B166">Souli&#xe8;s et al., 2016</xref>). While higher light intensities can drive faster growth rates initially, excessive irradiance beyond the saturation point can lead to photoinhibition and decreased CO<sub>2</sub> fixation. Similarly, the photoperiod, or the daily light/dark cycle duration, influences the microalgae&#x2019;s ability to balance light energy absorption and dark respiration phases. Optimal photoperiods vary across species but often range from 12&#x2013;16&#xa0;h of light per day for efficient CO<sub>2</sub> capture (<xref ref-type="bibr" rid="B161">Shareefdeen et al., 2023</xref>). Additionally, the spectral quality or wavelength of light can affect photosynthetic performance, with different microalgal pigments exhibiting peak absorption in specific wavelength ranges like blue, red, and green. Tailoring light sources to match the absorption spectra of the target microalgae strain has been shown to enhance biomass yields and CO<sub>2</sub> fixation rates. As such, optimizing irradiation parameters like intensity, photoperiod, and spectral composition is crucial for maximizing the potential of microalgae-based CO<sub>2</sub> capture systems (<xref ref-type="bibr" rid="B160">Sero et al., 2020</xref>).</p>
<p>The minimum irradiation in the range of 10&#x2013;30&#xa0;&#x3bc;mol&#xa0;m<sup>-2</sup> s<sup>-1</sup> is required for microalgae species to effectively uptake CO<sub>2</sub> and convert it into biomass through photosynthesis. Light drives the first stage of carbon fixation, so sufficient photon flux density optimizes the growth rate, biomass, and CO<sub>2</sub> sequestration potential of microalgae cultures. Outdoor mass cultivation systems should receive over 880&#xa0;&#x3bc;mol photons m<sup>-2</sup>s<sup>-1</sup> from sunlight for appreciable productivity (<xref ref-type="bibr" rid="B82">Hosseini et al., 2018</xref>). Additionally, the efficiency of light absorption depends on the properties of the microalgae cells themselves. Cells with a greater surface area and higher concentrations of light-harvesting pigments such as chlorophyll can absorb more useful radiation. When light becomes limited, adaptive mechanisms, like increasing pigment production become active, as demonstrated in the freshwater microalgae <italic>Scenedesmus obliquus</italic> (<xref ref-type="bibr" rid="B188">Wu et al., 2023</xref>). Another study showed a microalgal consortium of <italic>Chlorella</italic> sp., <italic>Scenedesmus obliquus</italic>, and <italic>Ankistrodesmus</italic> sp. could tolerate CO<sub>2</sub> concentrations up to 7% in a photobioreactor system. The optimal conditions for maximizing CO<sub>2</sub> removal and biomass growth were 4,000 lux (74.07&#xa0;&#x3bc;mol&#xa0;m<sup>&#x2212;2</sup>s<sup>&#x2212;1</sup>) light intensity with a 16&#xa0;h light/8&#xa0;h dark cycle at 30&#xa0;C. Under these conditions with a 5% CO<sub>2</sub> supply, the maximum growth rate reached 0.38 per day. The synergistic action of the three species allowed efficient photosynthetic conversion of the CO<sub>2</sub> into biomass. Promising results included 49.02% CO<sub>2</sub> removal efficiency, 15.15% CO<sub>2</sub> utilization efficiency into biomass, 101.29 gCO<sub>2</sub> L<sup>-1</sup>&#xa0;h<sup>-1</sup> CO<sub>2</sub> transfer rate, and 42.02&#xa0;h<sup>-1</sup> CO<sub>2</sub> fixation rate. This demonstrates the potential of using optimized microalgal consortia in photobioreactors for effective CO<sub>2</sub> mitigation by biological fixation into valuable biomass (<xref ref-type="bibr" rid="B151">Rinanti et al., 2014</xref>). Increasing irradiation during the culture of <italic>Chlorella</italic> resulted in a &#x223c;60% increase in biomass production and a &#x223c;7.0% increase in CO<sub>2</sub> fixation ability. It was demonstrated that using bicarbonate (HCO<sub>3</sub>
<sup>&#x2212;</sup>) as a carbon source significantly affected cultivation, showing non-competitive inhibition under both increasing and constant photon flux density regimes. This inhibition influenced both biomass production and CO<sub>2</sub> fixation rates. Another study evaluated microalgal biomass productivity and quality using different colored photobioreactors (white, blue, green) for co-cultivating <italic>Chlorella vulgaris, Chlorella sorokiniana</italic>, and <italic>Scenedesmus</italic> sp. on domestic wastewater as medium and nutrients source. The key finding was the white PBR outperformed colored PBRs, increasing microalgae productivity by factor 2.3 to 3.5. The broad spectrum transmitted by the transparent white PBR enhanced photosynthesis, growth, and accumulation of valuable metabolites compared to narrower wavelength ranges from colored reactors under sunlight exposure. Therefore, irradiation intensity, reactor transparency, and cell characteristics interact to determine how effectively microalgae can perform photosynthesis to remove CO<sub>2</sub> from the environment (<xref ref-type="bibr" rid="B96">Khalekuzzaman et al., 2021</xref>).</p>
</sec>
<sec id="s4-4">
<title>4.4 Inorganic nutrients</title>
<p>To achieve optimal growth and CO<sub>2</sub> fixation, microalgae require adequate amounts of macronutrients and micronutrients. Macronutrients, such as nitrogen and phosphorus, are essential for the overall growth and development of microalgae, while micronutrients, including vitamins and trace metals, are required in smaller quantities but are equally important for their optimal growth and CO<sub>2</sub> fixation (<xref ref-type="bibr" rid="B110">Li et al., 2022</xref>). Nitrogen is an essential macronutrient for growth and metabolism. It is a key component of proteins, nucleic acids, and chlorophyll. Adequate nitrogen supply is crucial for optimal carbon fixation and biomass accumulation in microalgae. Nitrogen can be obtained by microalgae from various sources, including nitrate, ammonium, and urea. Nitrate is commonly preferred over ammonium salts for microalgae cultivation as it is more stable and less likely to cause pH shifts (<xref ref-type="bibr" rid="B183">Wang et al., 2024</xref>). Ammonia concentrations above 25&#xa0;&#x3bc;M can be toxic to microalgae. However, nitrogen limitation can reduce biomass production but enhance lipid accumulation. Studies have shown that nitrogen deficiency in <italic>Anabaena variabilis</italic> and <italic>Nostoc muscorum</italic> cultures led to decreased growth rates as well as to lower levels of photosynthetic pigments which lead to reduce CO<sub>2</sub> sequestration, but simultaneously increased total carbohydrate and lipid contents. Therefore, while higher nitrogen levels favor maximum biomass productivity, nitrogen depletion diverts the metabolic flux towards elevated lipid production in microalgae (<xref ref-type="bibr" rid="B191">Yaakob et al., 2021</xref>).</p>
<p>Phosphorus is another essential macronutrient for microalgae. It is a critical component of nucleic acids, ATP (adenosine triphosphate), and phospholipids, which are essential for energy transfer and membrane structure. Phosphorus can be obtained by microalgae from phosphate compounds present in the growth medium. Along with carbon, nitrogen, and phosphorus are primary nutrients needed to build microalgae biomass through photosynthesis and cellular metabolism (<xref ref-type="bibr" rid="B32">Cheah et al., 2015</xref>). The optimal balance depends on the species, with optimal C: N molar ratios between of 9:1 to 22:1. The molar N:P ratio varies between 1.1 and 45:1 for various microalgae (<xref ref-type="bibr" rid="B62">Enamala et al., 2018</xref>). Microalgae require certain vitamins for their growth and metabolism. Vitamins, such as thiamine (B1), biotin (B7), and cobalamin (B12), act as cofactors for various enzymatic reactions involved in cellular processes. Microalgae require trace elements such as manganese (Mn), zinc (Zn), copper (Cu), and molybdenum (Mo) for various metabolic processes. These trace elements act as cofactors for enzymes involved in carbon fixation and other biochemical reactions (<xref ref-type="bibr" rid="B4">Adamczyk et al., 2016</xref>). Iron is a cofactor for several enzymes involved in photosynthesis and respiration. It is essential for chlorophyll synthesis and electron transport. Adequate iron availability is crucial for efficient carbon fixation and chlorophyll production (<xref ref-type="bibr" rid="B14">Aslam et al., 2021</xref>). However, exposure to heavy metals potentially present in flue gas supplies can inhibit cultures even at concentrations as low as 1x that of emissions from coal power plants. Polyphosphate accumulation in microalgae cells can protect them from metal toxicity. Polyphosphate can bind to incoming heavy metals like copper (Cu) and cadmium (Cd), forming detoxified complexes. Studies have shown that polyphosphate-rich conditions enabled <italic>Chlamydomonas reinhardtii</italic> to accumulate and survive the toxic effects of Cu and Cd by sequestering these metals. Therefore, promoting polyphosphate accumulation in microalgae is a potential strategy to mitigate the inhibitory effects of heavy metal contaminants present in industrial flue gas feedstocks. Therefore, while adequate provision of both macronutrients and micronutrients is necessary to sustain healthy, productive microalgae populations for carbon capture, limiting heavy metal contamination is also crucial (<xref ref-type="bibr" rid="B132">Napan et al., 2015</xref>).</p>
<p>Microalgae species can utilize diverse waste substrates including agricultural fertilizers, livestock manure, compost extracts, food processing wastewater, anaerobic digestates, and municipal wastewater (<xref ref-type="bibr" rid="B53">Duan et al., 2023</xref>; <xref ref-type="bibr" rid="B55">El-Khodary et al., 2021</xref>). These waste streams provide nitrogen, phosphorus, and trace nutrients to sustain biomass growth. Selecting compatible cultivation substrates influences productivity given species-specific nutrient requirements, tolerance to contaminants, and optimal carbon: nitrogen ratios for balanced growth. Using agricultural runoff/wastewater streams as growth media benefits microalgae CO<sub>2</sub> fixation through nutrient provision while enabling water bioremediation (<xref ref-type="bibr" rid="B40">Cho et al., 2020</xref>). However, high ammonia or salts from fertilizers or livestock waste can inhibit specific microalgae strains (<xref ref-type="bibr" rid="B117">Markou et al., 2014</xref>). Thus, the use of low-strength municipal wastewater or anaerobic digestates may improve compatibility for freshwater varieties like <italic>Chlorella</italic> sp. and <italic>Scenedesmus</italic> sp. by moderating nitrogen levels (<xref ref-type="bibr" rid="B159">Serejo et al., 2015</xref>). Marine and halotolerant algae conversely thrive when cultivated in high-salt substrates or with salinity adjustment using brines.</p>
</sec>
<sec id="s4-5">
<title>4.5 Dissolved oxygen</title>
<p>Dissolved oxygen (DO) levels play a critical role in influencing the CO<sub>2</sub> fixation efficiency and overall productivity of microalgae cultivation systems. While oxygen is an essential byproduct of photosynthesis, its accumulation beyond optimal levels can have detrimental impacts on microalgal performance. High concentrations of dissolved oxygen above 25&#xa0;ppm can inhibit CO<sub>2</sub> fixation rates in microalgae cultures (<xref ref-type="bibr" rid="B90">Jim&#xe9;nez et al., 2003</xref>). As the accumulated DO competes with CO<sub>2</sub> for the active sites of Rubisco and other enzymes involved in carbon fixation pathways (<xref ref-type="bibr" rid="B126">Morales et al., 2018</xref>). Additionally, DO can cause oxidative damage to cellular components through the formation of reactive oxygen species.</p>
<p>Studies have shown that reducing DO levels can dramatically improve carbon sequestration efficiency, with a 30-fold decrease in DO facilitating a 3-fold increase in CO<sub>2</sub> fixation rate in <italic>Chlorella</italic> sp. (<xref ref-type="bibr" rid="B37">Cheng et al., 2006</xref>). These studies highlight how dissolved oxygen levels influence <italic>Chlorella</italic> productivity through mechanisms like photorespiration and photoinhibition, underscoring the importance of optimizing culture conditions to mitigate such detrimental effects. The mechanisms underlying the inhibitory effects of high DO on CO<sub>2</sub> fixation are not fully understood but may involve damage to photosynthetic machinery, competition for enzyme active sites, and altered carbon partitioning pathways under oxidative stress conditions.</p>
<p>Therefore, regulating and maintaining optimal dissolved oxygen levels is critically important not only for ensuring the overall health and growth of microalgae cultures but also for maximizing their efficiency of CO<sub>2</sub> biofixation productivity and efficiency. Strategies such as controlled aeration, gas sparging, and the selection of microalgae species adapted to high oxygen tolerance can help mitigate the inhibitory effects of elevated DO. However, understanding and managing both DO and CO<sub>2</sub> levels is crucial for optimizing microalgal CO<sub>2</sub> biofixation rates in carbon capture and utilization (CCU) approaches (<xref ref-type="bibr" rid="B71">Gao et al., 2022</xref>).</p>
</sec>
<sec id="s4-6">
<title>4.6 CO<sub>2</sub> sources and - concentration</title>
<p>The efficacy of CO<sub>2</sub> biofixation by microalgae depends substantially on the growth substrates and carbon sources employed in the cultivation system. In addition to inorganic carbon sources such as bicarbonate (HCO<sub>3</sub>
<sup>&#x2212;</sup>) and CO<sub>2</sub> (<xref ref-type="bibr" rid="B207">Politaeva et al., 2023</xref>) also organic carbon sources, such as glucose and acetate, can be used by microalgae including <italic>Chlorella</italic> (<xref ref-type="bibr" rid="B207">Politaeva et al., 2023</xref>).</p>
<p>CO<sub>2</sub> concentrations in the aeration gas below 0.5% vol. limit microalgal growth and CO<sub>2</sub> utilization due to poor solubility in water and low substrate affinity of carbon fixation enzymes such as Rubisco (<xref ref-type="bibr" rid="B129">Mustafa et al., 2020</xref>). However, high levels above 6%&#x2013;12% vol. can also reduce growth by altering the CCM, which converts dissolved CO<sub>2</sub> into more bioavailable bicarbonate (HCO<sub>3</sub>
<sup>&#x2212;</sup>) (<xref ref-type="bibr" rid="B198">Zeng et al., 2021</xref>). It has been reported that, elevated CO<sub>2</sub> concentrations above 30&#xa0;g&#xa0;m<sup>-3</sup> cause a 30% loss in biomass productivity in <italic>Chlorella vulgaris</italic>, indicating a negative effect of high dissolved CO<sub>2</sub> levels (<xref ref-type="bibr" rid="B95">Kazbar et al., 2019</xref>). Specifically, excessive CO<sub>2</sub> inhibits the enzyme carbonic anhydrase, which catalyzes the interconversion between CO<sub>2</sub> and HCO<sub>3</sub>
<sup>&#x2212;</sup>, resulting in limited inorganic carbon for fixation (<xref ref-type="bibr" rid="B1">Abomohra et al., 2023</xref>). A comparative study (<xref ref-type="bibr" rid="B100">Koh et al., 2023</xref>) analyzed the transcriptomic changes in <italic>Chlorella</italic> sp. ABC-001 under ambient air and high CO<sub>2</sub> conditions. The study aimed to understand the molecular mechanisms driving carbon fixation and lipid accumulation in microalgae. The results revealed significant transcriptional changes in response to different CO<sub>2</sub> concentrations, indicating the importance of CO<sub>2</sub> availability in regulating pathways such as carbon fixation, photosynthesis, and possibly stress responses. Recent work has also demonstrated that CO<sub>2</sub> levels around 15% paired with adequate gas transfer rates maximize carbon fixation in mixotrophic microalgae cultivation (<xref ref-type="bibr" rid="B6">Ahn et al., 2022</xref>). Another study found carbonic anhydrase enzyme levels nearly diminished in <italic>Chlorella</italic> cells grown under 15% vol. CO<sub>2</sub>, indicating direct CO<sub>2</sub> permeation into cells without needing the CO<sub>2</sub>-concentrating mechanism (CCM). The estimated minimum intracellular CO<sub>2</sub> concentration required by Rubisco in this strain ranged from 80&#x2013;192&#xa0;&#x3bc;M. Bypassing the energy-intensive CCM under high CO<sub>2</sub> saved ATP for carbon fixation pathways. Notably, Rubisco gene expression was 16.3 times higher at 15% vol. CO<sub>2</sub> <italic>versus</italic> air, while transcript levels of other key carbon fixation genes were also upregulated under elevated CO<sub>2</sub>, while high CO<sub>2</sub> levels over 15% diminished the algal growth at all. Therefore, there is an ideal CO<sub>2</sub> dosage range for microalgae lying between substrate limitation and toxicity thresholds where growth and assimilation efficiencies peak (<xref ref-type="bibr" rid="B143">Park et al., 2021</xref>).</p>
<p>Flue gases are an important source of CO2. However, their pretreatment is crucial as microalgae are susceptible to damage from contaminants like sulfur oxides (SO<sub>x</sub>), nitrogen oxides (NO<sub>x</sub>), and particulates, despite having protective cell walls (<xref ref-type="bibr" rid="B98">Khoo et al., 2020</xref>). Desulfurization reduces SO<sub>x</sub> levels below 60&#xa0;ppm, which is essential for microalgae growth, while denitrification lowers NO<sub>x</sub>. De-dusting flue gas by scrubbing particulates is another beneficial pretreatment, especially when using emissions directly from combustion sources like power plants (<xref ref-type="bibr" rid="B23">Bhola et al., 2014</xref>). Flue gas pretreatment can be achieved through various methods, including wet scrubbing, dry sorbent injection, and catalytic converters. Advanced pretreatment technologies, such as membrane separation and ionic liquids, are also being explored for efficient contaminant removal (<xref ref-type="bibr" rid="B88">Isosaari et al., 2019</xref>). Optimal preconditioning methods can make microalgae cultivation systems more productive and cost-effective for biological carbon capture (<xref ref-type="bibr" rid="B172">Thomas et al., 2016</xref>).</p>
</sec>
</sec>
<sec id="s5">
<title>5 <italic>Chlorella</italic> as microalga model for biomass production</title>
<p>The green microalga <italic>Chlorella</italic> sp. is renowned for its remarkably rapid growth rate, making it one of the fastest-growing algae species (<xref ref-type="bibr" rid="B26">Bouyam et al., 2017</xref>). This versatile alga is extensively cultivated and utilized in a wide range of applications, including food and feed production, wastewater treatment, and flue gas remediation (<xref ref-type="bibr" rid="B130">Najm et al., 2017</xref>) <italic>Chlorella sp</italic>. possesses an exceptional ability to thrive under diverse conditions, favoring either the autotrophic, heterotrophic, or mixotrophic growth mode. This adaptability contributes to its widespread utilization across various industries. Several <italic>Chlorella</italic> species, including <italic>C. pyrenoidosa, C. vulgaris, C. lewinii,</italic> and <italic>C. sorokiniana</italic>, exhibit the capacity to accumulate carbohydrates. In addition to biomass production <italic>Chlorella</italic> can produce high-value by-products such as carotenoids, vitamins, and fatty acids, making them attractive candidates for various industrial applications (<xref ref-type="bibr" rid="B134">Ngangkham et al., 2012</xref>). The robustness, high growth rate, and high content of neutral lipids in <italic>Chlorella</italic> sp. make it a promising candidate for bioenergy production. To reduce costs and enhance the economic viability of algal biomass production, indoor photobioreactor (PBR) systems have been developed for high-density cultivation. These systems offer controlled environmental conditions, optimizing growth and productivity (<xref ref-type="bibr" rid="B24">Bhushan et al., 2023</xref>). The integration of renewable energy sources and carbon capture technologies further contributes to the sustainability and environmental benefits of <italic>Chlorella</italic> sp. cultivation (<xref ref-type="bibr" rid="B9">Amaral et al., 2020</xref>).</p>
<p>
<italic>Chlorella</italic> sp. was selected as a model for CO<sub>2</sub> capture due to its high biomass productivity and large biochemical profile, which includes various carbon pathways, such as CMM, C4, and CAM. It can tolerate high levels of CO<sub>2</sub>, up to 70%, 95% (<xref ref-type="bibr" rid="B111">Li et al., 2013</xref>), and 100% vol. (<xref ref-type="bibr" rid="B200">Zhang and Song, 2014</xref>), and does not require high pH values, making it a suitable option for CO<sub>2</sub> capture compared to other species like as Arthrospira platensis (<xref ref-type="bibr" rid="B30">Cai et al., 2021</xref>) Notable species of <italic>Chlorella</italic> include <italic>Chlorella vulgaris</italic>, <italic>Chlorella sorokiniana</italic>, and <italic>Chlorella protothecoides</italic>, all of which are recognized for their efficiency in CO<sub>2</sub> capture and biomass production. According to the FAO statistics report (<xref ref-type="bibr" rid="B64">FAO, 2020</xref>), in 2019, <italic>Chlorella vulgaris</italic> accounted for 0.008% of the world&#x2019;s total microalgae production, with a production volume of 4.77 tons. This made it the third most produced microalgae species globally. However, it is important to note that this report did not include other species within the <italic>Chlorella</italic> genus. The <italic>Chlorella</italic> genus has a multitude of commercial applications, including production of food supplements (<xref ref-type="bibr" rid="B45">Couto et al., 2022</xref>), pharmaceuticals (<xref ref-type="bibr" rid="B107">Lamare and Chaurasia, 2022</xref>) glycolipids (<xref ref-type="bibr" rid="B192">Yamashita et al., 2022</xref>), PUFA (<xref ref-type="bibr" rid="B173">Toumi et al., 2022</xref>), biodiesel (<xref ref-type="bibr" rid="B125">Moradi and Saidi, 2022</xref>), biohydrogen (<xref ref-type="bibr" rid="B91">Jimenez-Llanos et al., 2020a</xref>), and bioplastic (<xref ref-type="bibr" rid="B131">Nanda, 2022</xref>). Additionally, <italic>Chlorella</italic> is used in aquaculture (<xref ref-type="bibr" rid="B148">Ranglov&#xe1; et al., 2022</xref>) and, wastewater purification (<xref ref-type="bibr" rid="B102">Kumari et al., 2022</xref>). The CO<sub>2</sub> capture rate (g L<sup>&#x2212;1</sup> d<sup>&#x2212;1</sup>) and removal efficiency (%) of <italic>Chlorella</italic> species are influenced by various cultivation conditions, such as CO<sub>2</sub> volume, temperature, pH, and light intensity, as indicated in <xref ref-type="table" rid="T3">Table 3</xref>.</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Reported CO<sub>2</sub> removal capacity and capture rate of selected <italic>Chlorella</italic> species in PPR under different growth conditions.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="left">Chlorella species</th>
<th rowspan="2" align="left">Biomass</th>
<th rowspan="2" align="left">CO<sub>2</sub> removal efficiency (%)</th>
<th rowspan="2" align="left">CO<sub>2</sub> capture rate (g L<sup>&#x2212;1</sup> d<sup>&#x2212;1</sup>)</th>
<th colspan="5" align="left">Cultivation Conditions</th>
</tr>
<tr>
<th align="left">CO<sub>2</sub> (vol%)</th>
<th align="left">Temp (&#xb0;C)</th>
<th align="left">Light intensity (Lux)</th>
<th align="left">pH</th>
<th align="left">References</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">C. vulgaris</td>
<td align="left">23.5 (10<sup>6</sup> cells m L<sup>&#x2212;1</sup>)</td>
<td align="left">18</td>
<td align="left">&#x2013;</td>
<td align="left">30</td>
<td align="left">30</td>
<td align="left">1800</td>
<td align="left">7.2</td>
<td align="left">
<xref ref-type="bibr" rid="B156">Sadeghizadeh et al. (2017)</xref>
</td>
</tr>
<tr>
<td align="left">C. vulgaris</td>
<td align="left">18.3 (10<sup>6</sup> cells m L<sup>&#x2212;1</sup>)</td>
<td align="left">18</td>
<td align="left">2.22</td>
<td align="left">&#x2013;</td>
<td align="left">30</td>
<td align="left">3,783</td>
<td align="left">&#x2013;</td>
<td align="left">
<xref ref-type="bibr" rid="B156">Sadeghizadeh et al. (2017)</xref>
</td>
</tr>
<tr>
<td align="left">C. vulgaris</td>
<td align="left">-</td>
<td align="left">40</td>
<td align="left">0.51</td>
<td align="left">10&#x2013;20</td>
<td align="left">8</td>
<td align="left">4,540</td>
<td align="left">8.2</td>
<td align="left">
<xref ref-type="bibr" rid="B156">Sadeghizadeh et al. (2017)</xref>
</td>
</tr>
<tr>
<td align="left">C. vulgaris</td>
<td align="left">-</td>
<td align="left">&#x2013;</td>
<td align="left">0.25&#x2013;1.7</td>
<td align="left">0.03</td>
<td align="left">18</td>
<td align="left">6,000</td>
<td align="left">8</td>
<td align="left">
<xref ref-type="bibr" rid="B156">Sadeghizadeh et al. (2017)</xref>
</td>
</tr>
<tr>
<td align="left">Chlorella sp.</td>
<td align="left">3.461 (g L<sup>&#x2212;1</sup>)</td>
<td align="left">10</td>
<td align="left">&#x2013;</td>
<td align="left">10</td>
<td align="left">26</td>
<td align="left">16,000</td>
<td align="left">&#x2013;</td>
<td align="left">
<xref ref-type="bibr" rid="B39">Chiu et al. (2009)</xref>
</td>
</tr>
<tr>
<td align="left">Chlorella sp.</td>
<td align="left">2.369 (g L<sup>&#x2212;1</sup>)</td>
<td align="left">5</td>
<td align="left">0.35</td>
<td align="left">5</td>
<td align="left">&#x2013;</td>
<td align="left">5,400</td>
<td align="left">7.1</td>
<td align="left">
<xref ref-type="bibr" rid="B39">Chiu et al. (2009)</xref>
</td>
</tr>
<tr>
<td align="left">C. vulgaris</td>
<td align="left">1.1&#x2013;1.9 (g L<sup>&#x2212;1</sup>)</td>
<td align="left">18</td>
<td align="left">2.66</td>
<td align="left">25</td>
<td align="left">25</td>
<td align="left">3,600</td>
<td align="left">7&#x2013;8.2</td>
<td align="left">
<xref ref-type="bibr" rid="B63">Fan et al. (2008)</xref>
</td>
</tr>
<tr>
<td align="left">Chlorella sp.</td>
<td align="left">5.77 (g L<sup>&#x2212;1</sup>)</td>
<td align="left">10</td>
<td align="left">&#x2013;</td>
<td align="left">10</td>
<td align="left">25</td>
<td align="left">4,050</td>
<td align="left">6</td>
<td align="left">
<xref ref-type="bibr" rid="B196">Yue and Chen (2005)</xref>
</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>As with any microalgae species, the methods and conditions for cultivating <italic>Chlorella</italic> vary based on the intended use of its biomass. <xref ref-type="bibr" rid="B176">Valdovinos-Garc&#xed;a et al. (2021)</xref> conducted a techno-economic study of harvesting and drying <italic>Chlorella</italic> cultivated in tubular photobioreactors and found a biomass production of 82.45&#xa0;tons ha<sup>&#x2212;1</sup>&#xa0;y<sup>&#x2212;1</sup> (22.66&#xa0;g&#xa0;m<sup>2</sup> d<sup>&#x2212;1</sup>) with estimated CO<sub>2</sub> capture of 148.4 148.4&#xa0;tons ha<sup>&#x2212;1</sup>&#xa0;y<sup>&#x2212;1</sup>. In another study (<xref ref-type="bibr" rid="B89">James and Al-Khars, 1990</xref>), <italic>Chlorella</italic> sp. MFD-1 cultured in airlift PBR produced a biomass of 109&#x2013;264&#xa0;g&#xa0;m<sup>&#x2212;3</sup> d<sup>&#x2212;1</sup>. Another study by <xref ref-type="bibr" rid="B81">Hossain et al. (2019)</xref> reported that the biomass productivity of <italic>Chlorella</italic> was around 56 tones&#xa0;ha<sup>&#x2212;1</sup>&#xa0;y<sup>&#x2212;1</sup>, with a capture of 36.3&#xa0;tons CO<sub>2</sub>&#xa0;ha<sup>&#x2212;1</sup>&#xa0;y<sup>&#x2212;1</sup>. On the other hand, the study by <xref ref-type="bibr" rid="B23">Bhola et al. (2014)</xref>, and <xref ref-type="bibr" rid="B16">Bai et al. (2017)</xref> showed that the average biomass production of microalgae cultivated in open ponds was approximately 175, 280, and 300&#xa0;tons&#xa0;ha<sup>&#x2212;1</sup>&#xa0;y<sup>&#x2212;1</sup>, respectively, which could potentially lead to the capture of 329, 525, and 564 tones CO<sub>2</sub>&#xa0;ha<sup>&#x2212;1</sup>&#xa0;y<sup>&#x2212;1</sup>, respectively. These data suggest that the production of biomass is largely influenced by the cultural technology used. Improved and advanced technologies result in increased biomass. <xref ref-type="bibr" rid="B121">Min et al. (2011)</xref> conducted a pilot-scale study on the bioremediation efficiency of <italic>Chlorella</italic> sp. grown in a 1200&#xa0;L tubular photobioreactor using wastewater, resulting in a biomass production range of 17.7&#x2013;34.6&#xa0;g&#xa0;m<sup>&#x2212;2</sup> d<sup>&#x2212;1</sup>. This shows that <italic>Chlorella</italic> sp. is a promising option for CO<sub>2</sub> capture compared to terrestrial plants, taking into account the technologies used for cultivation, harvesting, and drying.</p>
<p>
<xref ref-type="bibr" rid="B39">Chiu et al. (2009)</xref> conducted a study on the culture of marine <italic>Chlorella</italic> sp. in a 750&#xa0;mL photobioreactor under controlled conditions and a temperature of 26&#xb0;C, continuous cool-white, fluorescent light (intensity of 300&#xa0;&#x3bc;mol&#xa0;m<sup>&#x2212;2</sup> s<sup>&#x2212;1</sup>), using F/2 medium. The study examined the effect of different CO<sub>2</sub> levels (2, 5, 10, and 15% vol.) on average biomass productivity, CO<sub>2</sub> capture, and efficiency. The results showed that the average biomass productivity ranged from 0.76 to 0.87&#xa0;g&#xa0;L<sup>&#x2212;1</sup> after 8&#xa0;days of cultivation, while the CO<sub>2</sub> capture and efficiency ranged from 0.261&#xa0;g&#xa0;h<sup>&#x2212;1</sup> and 58% to 0.573&#xa0;g&#xa0;h<sup>&#x2212;1</sup> and 16%, respectively. The study concluded that using an advanced multiple photobioreactor system can increase the efficiency of <italic>Chlorella</italic> sp. in CO<sub>2</sub> capture. <xref ref-type="bibr" rid="B181">Vo et al. (2018)</xref> conducted a study on the effect of different N/P ratios (10/1, 15/1, 20/1, and 25/1) on the biomass productivity of <italic>Chlorella</italic> sp. in a 2-working bubble column photobioreactor with a total volume of 8&#xa0;L. The study was conducted under controlled conditions of temperature (29&#xb0;C &#xb1; 2&#xb0;C), continuous irradiation (3,000 Lux), air and air mixture (2 and 4&#xa0;L&#xa0;min<sup>&#x2212;1</sup>), and injected CO<sub>2</sub> at a level of 0.2&#xa0;L&#xa0;min<sup>&#x2212;1</sup>. The optimum N/P ratio (15/1) was found to result in biomass productivity of 3.568&#xa0;g&#xa0;L<sup>&#x2212;1</sup>, a CO<sub>2</sub> capture efficiency of 28%, and a CO<sub>2</sub> removal rate of 68.9&#xa0;mg&#xa0;L<sup>&#x2212;1</sup> h<sup>&#x2212;1</sup>. <xref ref-type="table" rid="T4">Table 4</xref> summarizes some published studies on microalgae biomass cultivated under different types of photobioreactors.</p>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>Biomass production of some <italic>Chlorella</italic> species cultured in different PBR systems.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">
<italic>Chlorella species</italic>
</th>
<th align="left">
<italic>PBR Types</italic>
</th>
<th align="left">Biomass production</th>
<th align="left">References</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">
<italic>Chlorella</italic> sp</td>
<td align="left">Airlift</td>
<td align="left">109&#x2013;264&#xa0;g&#xa0;m<sup>&#x2212;3</sup> d<sup>&#x2212;1</sup>
</td>
<td align="left">
<xref ref-type="bibr" rid="B89">James and Al-Khars (1990)</xref>
</td>
</tr>
<tr>
<td align="left">
<italic>C. vulgaris</italic>
</td>
<td align="left">Airlift</td>
<td align="left">0.28&#x2013;0.89&#xa0;g&#xa0;L<sup>&#x2212;1</sup> d<sup>&#x2212;1</sup>
</td>
<td align="left">
<xref ref-type="bibr" rid="B78">Hanagata et al. (1992)</xref>
</td>
</tr>
<tr>
<td align="left">
<italic>C. vulgaris</italic>
</td>
<td align="left">Airlift</td>
<td align="left">0.124&#xa0;g&#xa0;L<sup>&#x2212;1</sup> d<sup>&#x2212;1</sup>
</td>
<td align="left">
<xref ref-type="bibr" rid="B10">Ammar (2016)</xref>
</td>
</tr>
<tr>
<td align="left">
<italic>C. vulgaris</italic>
</td>
<td align="left">Airlift</td>
<td align="left">460&#xa0;mg&#xa0;L<sup>&#x2212;1</sup> d<sup>&#x2212;1</sup>
</td>
<td align="left">
<xref ref-type="bibr" rid="B150">Ren et al. (2017)</xref>
</td>
</tr>
<tr>
<td align="left">
<italic>C. pyrenoidosa</italic>
</td>
<td align="left">Airlift</td>
<td align="left">0.37&#xa0;g&#xa0;L<sup>&#x2212;1</sup> d<sup>&#x2212;1</sup>
</td>
<td align="left">
<xref ref-type="bibr" rid="B170">Tan et al. (2014)</xref>
</td>
</tr>
<tr>
<td align="left">
<italic>C. vulgaris</italic>
</td>
<td align="left">LED-based PBR</td>
<td align="left">2.11&#xa0;g&#xa0;L<sup>&#x2212;1</sup> d<sup>&#x2212;1</sup>
</td>
<td align="left">
<xref ref-type="bibr" rid="B68">Fu et al. (2012)</xref>
</td>
</tr>
<tr>
<td align="left">
<italic>C. sorokiniana</italic>
</td>
<td align="left">Light-path-panel PBR</td>
<td align="left">2.1&#xa0;g&#xa0;L<sup>&#x2212;1</sup>
</td>
<td align="left">
<xref ref-type="bibr" rid="B47">Cuaresma Franco et al., 2024</xref>
</td>
</tr>
<tr>
<td align="left">
<italic>C. vulgaris</italic>
</td>
<td align="left">Rotating float-plate PBR</td>
<td align="left">3.35&#xa0;g&#xa0;m<sup>&#x2212;2</sup>
</td>
<td align="left">
<xref ref-type="bibr" rid="B119">Melo et al. (2018)</xref>
</td>
</tr>
<tr>
<td align="left">
<italic>C. sorokiniana</italic>
</td>
<td align="left">Flat plate</td>
<td align="left">469&#xa0;mg&#xa0;L<sup>&#x2212;1</sup> d<sup>&#x2212;1</sup>
</td>
<td align="left">
<xref ref-type="bibr" rid="B50">Do et al. (2022)</xref>
</td>
</tr>
<tr>
<td align="left">
<italic>C. zofingiensis</italic>
</td>
<td align="left">Flat plate</td>
<td align="left">58.4&#xa0;mg&#xa0;L<sup>&#x2212;1</sup> day<sup>&#x2212;1</sup>
</td>
<td align="left">
<xref ref-type="bibr" rid="B66">Feng et al. (2011)</xref>
</td>
</tr>
<tr>
<td align="left">
<italic>C. vulgaris</italic>
</td>
<td align="left">Flat plate</td>
<td align="left">0.045&#xa0;g&#xa0;L<sup>&#x2212;1</sup> h<sup>&#x2212;1</sup>
</td>
<td align="left">
<xref ref-type="bibr" rid="B157">Satoh et al. (2001)</xref>
</td>
</tr>
<tr>
<td align="left">
<italic>Chlorella</italic> sp</td>
<td align="left">Bubble column</td>
<td align="left">3.5&#xa0;g&#xa0;L<sup>&#x2212;1</sup>
</td>
<td align="left">
<xref ref-type="bibr" rid="B29">Bui et al. (2018)</xref>
</td>
</tr>
<tr>
<td align="left">
<italic>C. vulgaris</italic>
</td>
<td align="left">Bubble column</td>
<td align="left">1.41&#xa0;g&#xa0;L<sup>&#x2212;1</sup>
</td>
<td align="left">
<xref ref-type="bibr" rid="B49">De Morais and Costa (2007)</xref>
</td>
</tr>
<tr>
<td align="left">
<italic>C. minutissima</italic>
</td>
<td align="left">Bubble column</td>
<td align="left">1.65&#xa0;g&#xa0;L<sup>&#x2212;1</sup>
</td>
<td align="left">
<xref ref-type="bibr" rid="B162">Sharma et al. (2016)</xref>
</td>
</tr>
<tr>
<td align="left">
<italic>C. vulgaris</italic>
</td>
<td align="left">Column</td>
<td align="left">81.67&#xa0;mg&#xa0;L<sup>&#x2212;1</sup> d<sup>&#x2212;1</sup>
</td>
<td align="left">
<xref ref-type="bibr" rid="B17">Bamba et al. (2015)</xref>
</td>
</tr>
<tr>
<td align="left">
<italic>C. vulgaris</italic>
</td>
<td align="left">Column</td>
<td align="left">0.28&#x2013;0.52&#xa0;g&#xa0;L<sup>&#x2212;1</sup>
</td>
<td align="left">
<xref ref-type="bibr" rid="B105">Lam and Lee (2014)</xref>
</td>
</tr>
<tr>
<td align="left">
<italic>C. sorokiniana</italic>
</td>
<td align="left">Column</td>
<td align="left">10.22&#xa0;g&#xa0;m<sup>&#x2212;2</sup> d<sup>&#x2212;1</sup>
</td>
<td align="left">
<xref ref-type="bibr" rid="B20">B&#xe9;chet et al. (2013)</xref>
</td>
</tr>
<tr>
<td align="left">
<italic>Chlorella</italic> sp</td>
<td align="left">Tubular</td>
<td align="left">21.5&#xa0;g&#xa0;m<sup>&#x2212;2</sup> d<sup>&#x2212;1</sup>
</td>
<td align="left">
<xref ref-type="bibr" rid="B185">Watanabe and Saiki (1997)</xref>
</td>
</tr>
<tr>
<td align="left">
<italic>C. pyrenoidosa</italic>
</td>
<td align="left">Tubular</td>
<td align="left">1.83&#x2013;2.10&#xa0;g&#xa0;L<sup>&#x2212;1</sup>
</td>
<td align="left">
<xref ref-type="bibr" rid="B171">Tan et al. (2021)</xref>
</td>
</tr>
<tr>
<td align="left">
<italic>Chlorella</italic> sp</td>
<td align="left">Tubular</td>
<td align="left">17.7&#x2013;34.6&#xa0;g&#xa0;m<sup>&#x2212;2</sup> d<sup>&#x2212;1</sup>
</td>
<td align="left">
<xref ref-type="bibr" rid="B121">Min et al. (2011)</xref>
</td>
</tr>
<tr>
<td align="left">
<italic>Chlorella</italic> sp</td>
<td align="left">Tubular</td>
<td align="left">22.66&#xa0;g&#xa0;m<sup>&#x2212;2</sup> d<sup>&#x2212;1</sup>
</td>
<td align="left">
<xref ref-type="bibr" rid="B176">Valdovinos-Garc&#xed;a et al. (2021)</xref>
</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The production cost of microalgae biomass has significantly decreased due to the utilization of knowledge from granted patents (<xref ref-type="bibr" rid="B122">Mohamed, 2018</xref>), along with practical expertise, know-how, and field experiences. These tools simplify the processes of culture, harvesting, drying, and extraction. Our objectives align with the findings of <xref ref-type="bibr" rid="B3">Aci&#xe9;n et al. (2012)</xref> who performed a cost analysis of producing high-value products from <italic>S. almeriensis</italic>. Over 2&#xa0;years at a small scale (0.04&#xa0;ha), <italic>S. almeriensis</italic> was grown in 10&#xa0;m<sup>3</sup> tubular PBRs. The resulting annual production capacity, photosynthetic efficiency, and production cost were 3.8 tons per year (90 tons&#xa0;ha<sup>&#x2212;1</sup>&#xa0;y<sup>&#x2212;1</sup>), 3.6%, and 69 &#x20ac;&#xa0;kg<sup>&#x2212;1</sup>, respectively. They concluded that increasing production capacity leads to a decrease in production cost. Furthermore, large projects and facilities have the potential to produce more than 200 tons ha<sup>&#x2212;1</sup>&#xa0;y<sup>&#x2212;1</sup> and they often have lower labor and consumption costs. <xref ref-type="bibr" rid="B3">Aci&#xe9;n et al. (2012)</xref> also suggested using flue gases and wastewater as sources of external CO<sub>2</sub> or carbon. In conclusion, they found PBRs to be more attractive and productive than OP systems but recommended reducing the fixed and operational costs to make them more comparable to those of OP systems. They also advised implementing new PBR technologies. However, this study was conducted over a decade ago, and PBR technologies have since advanced, which may have changed the production costs.</p>
</sec>
<sec id="s6">
<title>6 Microalgae as a feedstock for bioenergy</title>
<p>Through biofixation, being the resulting biomass rich in carbohydrates, lipids, and other compounds can then be converted into sustainable biofuels via various thermo-chemical and biological routes. Biofuels offer several advantages as they are environmentally friendly, non-toxic, and can serve as an alternative to fossil fuels. Current efforts are focused on effectively utilizing various waste streams as feedstocks for commercial biofuel production. With the limitations associated with first and second-generation biofuels from food crops and lignocellulosic biomass, microalgae have emerged as a promising third-generation biofuel source to replace fossil fuels (<xref ref-type="bibr" rid="B2">Abomohra and Elshobary, 2019</xref>). Species like <italic>Chlorella</italic> sp., <italic>Botryococcus braunii, Dunaliella primolecta</italic>, and <italic>Nannochloropsis</italic> sp. can produce substantial amounts of hydrocarbons and lipids that can be converted to biofuels, in addition to their biomass. These microalgae also synthesize other commercially valuable compounds such as polysaccharides and carotenoids. Furthermore, microalgae have the ability to grow on diverse media, and their biomass is abundantly available. However, a major challenge in microalgal biofuel production is the inherently low lipid content of the cells and their small size, which makes the harvesting process extremely costly and difficult to implement at a commercial scale. Consequently, developing cost-effective harvesting strategies is one of the critical barriers hindering the widespread marketability and economic viability of microalgae-based biofuel production systems. Furthermore, the combination of highly scalable microalgae productivity coupled with carbon capture, nutrient recycling, and value-added biofuel coproduction makes microalgal biorefinery systems uniquely promising and drives further process advancement (<xref ref-type="bibr" rid="B75">Goh et al., 2019</xref>). <xref ref-type="fig" rid="F2">Figure 2</xref> schematically illustrates overall biofuel production processes.</p>
<sec id="s6-1">
<title>6.1 Biodiesel production</title>
<p>Microalgae can accumulate significant amounts of lipids, making them a promising feedstock for biodiesel production (<xref ref-type="bibr" rid="B38">Chisti, 2007</xref>). They can synthesize and store lipids, primarily in the form of triacylglycerols (TAGs), which can account for up to 60% of their dry cell weight under certain cultivation conditions. The ability of microalgae to accumulate high levels of lipids is attributed to several factors, including their simple cellular structure, rapid growth rate, and the ability to modulate their metabolism in response to environmental conditions (<xref ref-type="bibr" rid="B60">Elshobary et al., 2022</xref>; <xref ref-type="bibr" rid="B141">Osman et al., 2023b</xref>). For example, when subjected to stress conditions such as nutrient deprivation, high light intensity, or temperature changes, some microalgal species can divert their metabolic pathways towards increased lipid biosynthesis and accumulation as a survival mechanism. This lipid-rich biomass can be used as a feedstock for the production of biodiesel through transesterification, a process that converts the TAGs into fatty acid methyl esters (FAMEs), which are the main components of biodiesel. Compared to traditional feedstocks like vegetable oils or animal fats, microalgal lipids offer several advantages, such as higher productivity per unit area, the ability to grow on non-arable land, and the potential to utilize waste streams (e.g., CO<sub>2</sub> and wastewater) as nutrient sources (<xref ref-type="bibr" rid="B2">Abomohra and Elshobary, 2019</xref>).</p>
<p>Microalgae oil, rich in fatty acids like linoleic (C18:2), linolenic (C18:3), and oleic acid (C18:1) can be extracted and converted to biodiesel through transesterification reactions with alcohols like methanol. Microalgae species, including <italic>Nannochloropsis</italic>, <italic>Chlorella,</italic> and <italic>Schizochytrium</italic> contain 20%&#x2013;77% lipid that transesterified into monoalkyl esters comparable to conventional petroleum-derived diesel (<xref ref-type="bibr" rid="B138">Okeke et al., 2022</xref>). However, the rigid cellulose-containing walls of microalgae resist solvent penetration during extraction. Various pretreatment methods like microwave irradiation, ultrasonication, or chemical disruption using acids/bases permeabilize the cells to improve oil recovery (<xref ref-type="bibr" rid="B114">Malekghasemi et al., 2021</xref>). <italic>In situ</italic> approaches also directly transesterify wet microalgae biomass containing up to 40% moisture into fatty acid methyl esters (FAMEs), overcoming the barrier of high water content that is typically inhibitory to biodiesel synthesis (<xref ref-type="bibr" rid="B135">Nguyen et al., 2020</xref>). Integrating biodiesel generation with microalgae cultivation can provide sustainable transportation fuels while recycling carbon emissions into growth substrate.</p>
</sec>
<sec id="s6-2">
<title>6.2 Biooil production</title>
<p>Biooil production from algal biomass is an alternative process for converting microalgal biomass into liquid fuel through thermochemical conversion techniques, such as pyrolysis or liquefaction. Unlike biodiesel production, which focuses on extracting and transesterifying the lipids present in microalgae, biooil production aims to convert the entire algal biomass into a complex liquid mixture of oxygenated hydrocarbons, known as biooil or biocrude (<xref ref-type="bibr" rid="B118">Mathimani et al., 2019</xref>).</p>
<p>The first method is pyrolysis. Pyrolysis is the thermal decomposition of algal biomass in the absence of oxygen or any other gaseous oxidizing agent. The process involves heating the dried algal biomass to temperatures ranging from 400&#xb0;C to 600&#xb0;C, resulting in the formation of biooil, biochar (solid residue), and non-condensable gases. The biooil obtained is a complex mixture of oxygenated hydrocarbons, including phenolic compounds, acids, alcohols, and other organic compounds (<xref ref-type="bibr" rid="B182">Vuppaladadiyam et al., 2023</xref>).</p>
<p>The second method is hydrothermal liquefaction (HTL). HTL involves the conversion of algal biomass into biooil through thermochemical reactions in an aqueous environment at elevated temperatures (300&#xb0;C&#x2013;350&#xa0;C) and pressures (5&#x2013;25&#xa0;MPa). The high pressure and temperature conditions facilitate the depolymerization and decomposition of the algal biomass, resulting in the formation of biooil, solid residue, and an aqueous phase containing dissolved products. The biooil produced through HTL typically has a higher energy density and lower oxygen content compared to pyrolysis biooil. The biooil obtained from these processes can be upgraded through various techniques, such as catalytic hydrotreating, hydrocracking, or esterification, to improve its quality and stability for use as a transportation fuel or as a feedstock for the production of chemicals and materials (<xref ref-type="bibr" rid="B76">Gollakota et al., 2018</xref>).</p>
<p>Bio-oil yields around 75% on a weight basis and contains a complex mixture of oxygenated hydrocarbons like organic acids, aldehydes, ketones, and phenols with promising applications for heat, power, and transportation (<xref ref-type="bibr" rid="B34">Chen et al., 2015</xref>). Catalytic pyrolysis augments bio-oil quality through deoxygenation and secondary hydrocarbon reformation mediated by catalysts including zeolites and supported metal catalysts (<xref ref-type="bibr" rid="B108">Li et al., 2021</xref>). To potentially improve the viability of the petrochemical sector, hydroprocessing using sulfided Ni- and Co-based catalysts also reduces nitrogen while increasing carbon chains within the algae bio-oil (<xref ref-type="bibr" rid="B15">Babatabar et al., 2022</xref>). Microalgae biooil could ultimately provide a sustainable replacement for fossil oil-derived petrochemicals.</p>
</sec>
<sec id="s6-3">
<title>6.3 Bioethanol</title>
<p>Bioethanol production from algal biomass is an alternative approach to utilizing microalgae as a feedstock for biofuel production. Bioethanol is a renewable fuel that can be produced through the fermentation of carbohydrates present in biomass. Microalgae can accumulate significant amounts of carbohydrates, primarily in the form of starch or glycogen, making them a potential source for bioethanol production (<xref ref-type="bibr" rid="B104">Lakatos et al., 2019</xref>). Species such as <italic>Chlamydomonas reinhardtii</italic> and <italic>Chlorella vulgaris</italic> accumulate high levels of glycogen and starch, while cellulose is abundant in cell walls (<xref ref-type="bibr" rid="B67">Fivga et al., 2019</xref>). <italic>Chlorella</italic> accumulates high levels of starch and other glycans like glucans and mannans in addition to cellulosic cell walls. However, these complex polysaccharides cannot be directly fermented and instead undergo hydrolysis to convert the carbohydrates (e.g., starch, glycogen) into fermentable sugars (e.g., glucose, maltose). This can be achieved through enzymatic hydrolysis using amylases or acid hydrolysis using dilute or concentrated acids. Methods such as microwave or ultrasound pretreatments help break down the <italic>Chlorella</italic> cell walls, improving accessibility (<xref ref-type="bibr" rid="B33">Chen and Yang, 2021</xref>). Acid or alkaline pretreatments help break down the cell walls, while commercial enzyme cocktails containing amylases, cellulases, and pectinases depolymerize glycans into hexose/pentose sugars like glucose and xylose (<xref ref-type="bibr" rid="B146">Phwan et al., 2018</xref>). The released sugars then undergo fermentation by organisms like <italic>Saccharomyces cerevisiae</italic> or <italic>Zymomonas mobilis</italic> to produce ethanol (5%&#x2013;15% v/v). The fermented broth is distilled to separate the bioethanol from the residual biomass and other components. Further purification steps, such as dehydration or molecular sieve adsorption, may be employed to obtain anhydrous bioethanol. Optimizing the processing pathways and genetics of microalgae strains could continue to improve the economic viability of microalgal ethanol production. <italic>Chlorella vulgaris</italic> can accumulate up to 37% of its dry weight as starch, making it a promising feedstock for bioethanol production after hydrolysis using fungal hydrolysis enzymes (<xref ref-type="bibr" rid="B124">Monjed et al., 2021</xref>). <italic>Chlamydomonas reinhardtii</italic> has been studied extensively for its ability to accumulate starch and produce bioethanol through fermentation (<xref ref-type="bibr" rid="B41">Choi et al., 2010</xref>). <italic>Arthrospira platensis</italic> can accumulate glycogen up to 65% of its dry weight, which can be hydrolyzed and fermented for bioethanol production (<xref ref-type="bibr" rid="B103">Kusmiyati et al., 2020</xref>). <italic>Scenedesmus obliquus</italic> can accumulate significant amounts of carbohydrates (up to 50% of its dry weight) and has been investigated for bioethanol production (<xref ref-type="bibr" rid="B193">Yirgu et al., 2023</xref>). It is important to note that the production of bioethanol from microalgae is still in the research and development phase, and various challenges, such as improving the carbohydrate content, optimizing the pretreatment and hydrolysis processes, and reducing production costs, need to be addressed for large-scale commercial viability.</p>
</sec>
<sec id="s6-4">
<title>6.4 Biogas</title>
<p>Biogas can be produced from algal biomass through anaerobic digestion, which is a biological process that breaks down organic matter in the absence of oxygen. Algal biomass, particularly after being used for other applications like extracting lipids or carbohydrates, contains a significant amount of residual organic matter that can be utilized for biogas production (<xref ref-type="bibr" rid="B8">Alzate et al., 2014</xref>). The algal biomass may need to undergo pretreatment processes to improve its biodegradability and accessibility for the anaerobic digestion process. Pretreatment methods can include mechanical (e.g., milling, ultrasound), chemical (e.g., acid, alkali), or biological (e.g., enzymatic) techniques. The pretreated algal biomass is fed into an anaerobic digester, where it is broken down by a consortium of microorganisms in the absence of oxygen. The anaerobic digestion process typically occurs in four stages: hydrolysis, acidogenesis, acetogenesis, and methanogenesis. The end product of anaerobic digestion of microalgae by methanogenic archaea and bacteria produces biogas, which contains 50%&#x2013;70% methane plus 30%&#x2013;50% carbon dioxide and trace gases like hydrogen sulfide and ammonia (<xref ref-type="bibr" rid="B144">Pavithra et al., 2020</xref>). Hydrolysis first breaks down lipids, proteins, and carbohydrates into simple monomers. Acidogenic bacteria then produce volatile fatty acids that are converted to acetic acid, hydrogen, and CO<sub>2</sub>. Finally, methanogens like <italic>the</italic> Archaea bacterium <italic>Methanothrix</italic> produce methane using the acetyl-CoA pathway coupled with hydrogen oxidation. However, multiple factors influence the methane productivity from microalgae including the distribution of macromolecules for digestion, the molar carbon: nitrogen (C: N) ratio optimally around 20&#x2013;25:1, as well as rigid cell wall lysis. Applying preprocessing like ultrasonication to fragment cell walls can enhance biogas yields from <italic>Chlorella vulgaris</italic> and other species by up to 40% (<xref ref-type="bibr" rid="B143">Park et al., 2021</xref>).</p>
<p>Biogas production from algal biomass offers several advantages, including, algal biomass residues from other processes can be valorized for biogas production, contributing to a more sustainable and circular biorefinery approach. Furthermore, digested residue (digestate) from the anaerobic digestion process can be used as a nutrient-rich fertilizer or soil amendment, promoting nutrient recycling. However, there are also challenges associated with biogas production from algal biomass, such as the need for efficient pretreatment methods, optimization of the anaerobic digestion process for algal feedstocks, and the potential presence of inhibitory compounds or contaminants that can affect the microbial communities involved in the process. Several studies have investigated the potential of different microalgal species, such as <italic>Chlorella, Scenedesmus</italic>, and <italic>Spirulina</italic>, for biogas production through anaerobic digestion (<xref ref-type="bibr" rid="B197">Zabed et al., 2020</xref>). Ongoing research aims to improve the efficiency and economics of this process, making it a viable option for valorizing algal biomass and producing renewable energy.</p>
</sec>
<sec id="s6-5">
<title>6.5 Biohydrogen</title>
<p>
<italic>Chlorella</italic> demonstrates high potential for biohydrogen production, leveraging existing biomass facilities in countries like the United States, Germany, and Japan. Through co-production of valuable by-products alongside biohydrogen, a flexible biorefinery approach could foster a sustainable bio-economy (<xref ref-type="bibr" rid="B91">Jimenez-Llanos et al., 2020a</xref>). Various <italic>Chlorella</italic> species, including <italic>C. fusca, C. homosphaera, C. pyrenoidosa, C. vacuolata, C. vulgaris var. vulgaris, C. lewinii, C. salina, C. sorokiniana, C. protothecoides</italic>, and <italic>Parachlorella kessleri</italic> (formerly <italic>C. kessleri</italic>), accumulate significant endogenous carbohydrates under nutrient limitation, leading to impressive hydrogen production rates. These species also produce high-value commercial by-products such as vitamins, carotenoids, glycerol, mycosporine-like amino acids, unsaturated fatty acids, lectins, anti-freeze proteins, glycoproteins, butylated hydroxytoluene, specific polysaccharides, and glutathiones (<xref ref-type="bibr" rid="B91">Jimenez-Llanos et al., 2020a</xref>).</p>
<p>
<italic>Chlorella</italic> biomass possesses unique characteristics that qualify it for biohydrogen production: a. High biohydrogen production potential: <italic>Chlorella</italic> biomass, particularly species like <italic>Chlorella vulgaris</italic> and <italic>Chlorella sorokiniana</italic>, show significant biohydrogen production potential due to the presence of specific enzymes such as [FeFe]-hydrogenase (<xref ref-type="bibr" rid="B184">Wang et al., 2021</xref>). b. Unique H-cluster structure: <italic>Chlorella</italic> biomass features a distinctive H-cluster structure in its [FeFe]-hydrogenase, enhancing catalytic activity for biohydrogen production compared to other hydrogenases (<xref ref-type="bibr" rid="B184">Wang et al., 2021</xref>). c. Efficient photosynthesis: Known for high photosynthetic efficiency, <italic>Chlorella</italic> efficiently converts solar energy into biomass, crucial for biohydrogen production (<xref ref-type="bibr" rid="B179">Velmozhina et al., 2023</xref>). d. Tolerance to adverse conditions: <italic>Chlorella</italic> cells exhibit resilience to adverse conditions like high light intensity, temperature fluctuations, and nutrient limitations, ensuring consistent growth and biohydrogen production (<xref ref-type="bibr" rid="B179">Velmozhina et al., 2023</xref>).</p>
<p>Biohydrogen production from <italic>Chlorella</italic> spp. can be achieved through various methods including direct biophotolysis, indirect biophotolysis, and dark fermentation. Direct biophotolysis utilizes photosynthesis to split water molecules and generate hydrogen gas. Some <italic>Chlorella</italic> species split water in photosystem II, transferring excited electrons to Photosystem I where hydrogenase enzymes produce H<sub>2</sub>, though challenges with oxygen sensitivity limit efficiency (<xref ref-type="bibr" rid="B106">Lam et al., 2019</xref>). Indirect biophotolysis: Indirect biophotolysis involves usage of stored energy molecules like starch for hydrogen production, separating oxygenic photosynthesis from anaerobic hydrogen generation to overcome oxygen sensitivity. Dark Fermentation: In dark fermentation, microorganisms convert organic substrates into hydrogen and other by-products in the absence of light. <italic>Chlorella</italic> spp. can undergo dark fermentation with nitrogen-fixing bacteria like <italic>Klebsiella</italic> sp. and <italic>Clostridium</italic> sp., utilizing glycolysis and citric acid pathways to produce hydrogen (<xref ref-type="bibr" rid="B56">El-Sheekh et al., 2023</xref>; <xref ref-type="bibr" rid="B57">Elshobary et al., 2024</xref>). Dark fermentation offers advantages including high H<sub>2</sub> production rates, utilization of organic substrates, and potential for valuable by-products, making it suitable for wastewater treatment and biofuel production (<xref ref-type="bibr" rid="B56">El-Sheekh et al., 2023</xref>; <xref ref-type="bibr" rid="B57">Elshobary et al., 2024</xref>).</p>
</sec>
</sec>
<sec id="s7">
<title>7 Conclusion and future perspectives</title>
<p>Mitigating climate change by reducing atmospheric CO<sub>2</sub> levels is a critical global challenge. While CO<sub>2</sub> capture projects are environmentally beneficial, they are often viewed as low-profit and high-risk ventures requiring substantial investment. To meet 2050 climate goals, the Global CCS Institute estimates around 2,000 commercial CO<sub>2</sub> capture projects must be deployed annually at $655&#x2013;1,280 billion (<xref ref-type="bibr" rid="B149">Rassool, 2021</xref>). Encouraging private sector participation through attractive carbon pricing mechanisms like taxes or emissions trading can incentivize investment in CO<sub>2</sub> capture technologies. Tax exemptions and low facility costs may also help facilitate commercial viability. Industries with high CO<sub>2</sub> emissions could potentially be required to finance and develop capture projects. Microalgae, especially the <italic>Chlorella</italic> genus reviewed here, are emerging as a crucial tool for CO<sub>2</sub> capture and conversion into valuable products like biohydrogen. Their carbon concentrating mechanisms allow 10&#x2013;50x higher CO<sub>2</sub> fixation than terrestrial plants. However, fully realizing microalgae&#x2019;s potential requires continued scientific, commercial, and technical innovation (<xref ref-type="bibr" rid="B87">Iglina et al., 2022</xref>). The capacity of biohydrogen production emphasizes <italic>Chlorella&#x2019;s</italic> versatility as an integrated biorefinery feedstock. Combining microalgae&#x2019;s exceptional growth with waste resource recycling enables sustainable, circular bioeconomy. Overall, this review underscores microalgae-based CO<sub>2</sub> capture as a promising solution, but large-scale implementation will require multidisciplinary advances in biological understanding, bioprocess engineering, and supportive policy mechanisms to make these technologies economically viable for achieving climate targets.</p>
</sec>
</body>
<back>
<sec id="s8">
<title>Author contributions</title>
<p>MA: Conceptualization, Data curation, Formal Analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing&#x2013;original draft, Writing&#x2013;review and editing. AM: Funding acquisition, Investigation, Resources, Software, Supervision, Validation, Visualization, Writing&#x2013;review and editing. YA: Funding acquisition, Investigation, Resources, Software, Supervision, Validation, Visualization, Writing&#x2013;review and editing. ME: Conceptualization, Data curation, Formal Analysis, Funding acquisition, Investigation, Methodology, Resources, Software, Supervision, Validation, Visualization, Writing&#x2013;original draft, Writing&#x2013;review and editing.</p>
</sec>
<sec sec-type="funding-information" id="s9">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. This work was supported by the Deanship of Scientific Research, Vice Presidency for Graduate Studies and Scientific Research, King Faisal University, Saudi Arabia (GrantA172).</p>
</sec>
<sec sec-type="COI-statement" id="s10">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s11">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Abomohra</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Ali</surname>
<given-names>S. S.</given-names>
</name>
<name>
<surname>Ramadan</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>El-Aswar</surname>
<given-names>E. I.</given-names>
</name>
<name>
<surname>Eltawab</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Ho</surname>
<given-names>S.-H.</given-names>
</name>
<etal/>
</person-group> (<year>2023</year>). <article-title>Microalgae-based wastewater treatment: mechanisms, challenges, recent advances, and future prospects</article-title>. <source>Environ. Sci. Ecotechnology</source> <volume>13</volume>, <fpage>100205</fpage>. <pub-id pub-id-type="doi">10.1016/j.ese.2022.100205</pub-id>
</citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Abomohra</surname>
<given-names>A. E.</given-names>
</name>
<name>
<surname>Elshobary</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Biodiesel, bioethanol, and biobutanol production from microalgae</article-title>. <source>Microalgae Biotechnol. Dev. biofuel wastewater Treat.</source>, <fpage>293</fpage>&#x2013;<lpage>321</lpage>. <pub-id pub-id-type="doi">10.1007/978-981-13-2264-8_13</pub-id>
</citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Aci&#xe9;n</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Fern&#xe1;ndez</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Mag&#xe1;n</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Molina</surname>
<given-names>E.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Production cost of a real microalgae production plant and strategies to reduce it</article-title>. <source>Biotechnol. Adv.</source> <volume>30</volume> (<issue>6</issue>), <fpage>1344</fpage>&#x2013;<lpage>1353</lpage>. <pub-id pub-id-type="doi">10.1016/j.biotechadv.2012.02.005</pub-id>
</citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Adamczyk</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Lasek</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Skawi&#x144;ska</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>CO 2 biofixation and growth kinetics of Chlorella vulgaris and Nannochloropsis gaditana</article-title>. <source>Appl. Biochem. Biotechnol.</source> <volume>179</volume>, <fpage>1248</fpage>&#x2013;<lpage>1261</lpage>. <pub-id pub-id-type="doi">10.1007/s12010-016-2062-3</pub-id>
</citation>
</ref>
<ref id="B5">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Adams</surname>
<given-names>J. C.</given-names>
</name>
<name>
<surname>Engel</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2021</year>). &#x201c;<article-title>Human-made risks and climate change with global heating</article-title>,&#x201d; in <source>Life and its future</source> (<publisher-loc>Germany</publisher-loc>: <publisher-name>Springer</publisher-name>), <fpage>117</fpage>&#x2013;<lpage>148</lpage>.</citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ahn</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Park</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Ji</surname>
<given-names>M.-K.</given-names>
</name>
<name>
<surname>Ha</surname>
<given-names>G.-S.</given-names>
</name>
<name>
<surname>Jeon</surname>
<given-names>B.-H.</given-names>
</name>
<name>
<surname>Choi</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Biodiesel production potential of microalgae, cultivated in acid mine drainage and livestock wastewater</article-title>. <source>J. Environ. Manag.</source> <volume>314</volume>, <fpage>115031</fpage>. <pub-id pub-id-type="doi">10.1016/j.jenvman.2022.115031</pub-id>
</citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Alprol</surname>
<given-names>A. E.</given-names>
</name>
<name>
<surname>Mansour</surname>
<given-names>A. T.</given-names>
</name>
<name>
<surname>Abdelwahab</surname>
<given-names>A. M.</given-names>
</name>
<name>
<surname>Ashour</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Advances in green synthesis of metal oxide nanoparticles by marine algae for wastewater treatment by adsorption and photocatalysis techniques</article-title>. <source>Catalysts</source> <volume>13</volume> (<issue>5</issue>), <fpage>888</fpage>. <pub-id pub-id-type="doi">10.3390/catal13050888</pub-id>
</citation>
</ref>
<ref id="B8">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Alzate</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Mu&#xf1;oz</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Rogalla</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Fdz-Polanco</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>P&#xe9;rez-Elvira</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Biochemical methane potential of microalgae biomass after lipid extraction</article-title>. <source>Chem. Eng. J.</source> <volume>243</volume>, <fpage>405</fpage>&#x2013;<lpage>410</lpage>. <pub-id pub-id-type="doi">10.1016/j.cej.2013.07.076</pub-id>
</citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Amaral</surname>
<given-names>M. d.S.</given-names>
</name>
<name>
<surname>Loures</surname>
<given-names>C. C. A.</given-names>
</name>
<name>
<surname>Naves</surname>
<given-names>F. L.</given-names>
</name>
<name>
<surname>Baeta</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Silva</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Prata</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Evaluation of cell growth performance of microalgae Chlorella minutissima using an internal light integrated photobioreactor</article-title>. <source>J. Environ. Chem. Eng.</source> <volume>8</volume> (<issue>5</issue>), <fpage>104200</fpage>. <pub-id pub-id-type="doi">10.1016/j.jece.2020.104200</pub-id>
</citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ammar</surname>
<given-names>S. H.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Cultivation of microalgae chlorella vulgaris in airlift photobioreactor for biomass production using commercial NPK nutrients</article-title>. <source>Al-Khwarizmi Eng. J.</source> <volume>12</volume> (<issue>1</issue>), <fpage>90</fpage>&#x2013;<lpage>99</lpage>.</citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Amoroso</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Sultemeyer</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Thyssen</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Fock</surname>
<given-names>H. P.</given-names>
</name>
</person-group> (<year>1998</year>). <article-title>Uptake of HCO3&#x2212; and CO2 in cells and chloroplasts from the microalgae Chlamydomonas reinhardtii and Dunaliella tertiolecta</article-title>. <source>Plant Physiol.</source> <volume>116</volume> (<issue>1</issue>), <fpage>193</fpage>&#x2013;<lpage>201</lpage>. <pub-id pub-id-type="doi">10.1104/pp.116.1.193</pub-id>
</citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ashour</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Al-Souti</surname>
<given-names>A. S.</given-names>
</name>
<name>
<surname>Hassan</surname>
<given-names>S. M.</given-names>
</name>
<name>
<surname>Ammar</surname>
<given-names>G. A. G.</given-names>
</name>
<name>
<surname>Goda</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>El-Shenody</surname>
<given-names>R.</given-names>
</name>
<etal/>
</person-group> (<year>2023</year>). <article-title>Commercial seaweed liquid extract as strawberry biostimulants and bioethanol production</article-title>. <source>Life</source> <volume>13</volume> (<issue>1</issue>), <fpage>85</fpage>. <pub-id pub-id-type="doi">10.3390/life13010085</pub-id>
</citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ashour</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Omran</surname>
<given-names>A. M. M.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Recent advances in marine microalgae production: highlighting human health products from microalgae in view of the coronavirus pandemic (COVID-19)</article-title>. <source>Fermentation</source> <volume>8</volume> (<issue>9</issue>), <fpage>466</fpage>. <pub-id pub-id-type="doi">10.3390/fermentation8090466</pub-id>
</citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Aslam</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Rasul</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Bahadar</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Hossain</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Saleem</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Hussain</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Effect of micronutrient and hormone on microalgae growth assessment for biofuel feedstock</article-title>. <source>Sustainability</source> <volume>13</volume> (<issue>9</issue>), <fpage>5035</fpage>. <pub-id pub-id-type="doi">10.3390/su13095035</pub-id>
</citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Babatabar</surname>
<given-names>M. A.</given-names>
</name>
<name>
<surname>Yousefian</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Mousavi</surname>
<given-names>M. V.</given-names>
</name>
<name>
<surname>Hosseini</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Tavasoli</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Pyrolysis of lignocellulosic and algal biomasses in a fixed&#x2010;bed reactor: a comparative study on the composition and application potential of bioproducts</article-title>. <source>Int. J. Energy Res.</source> <volume>46</volume> (<issue>7</issue>), <fpage>9836</fpage>&#x2013;<lpage>9850</lpage>. <pub-id pub-id-type="doi">10.1002/er.7855</pub-id>
</citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bai</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Popp</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Pet&#x151;</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Sz&#x151;ke</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Harangi-R&#xe1;kos</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Gabnai</surname>
<given-names>Z.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>The significance of forests and algae in CO2 balance: a Hungarian case study</article-title>. <source>Sustainability</source> <volume>9</volume> (<issue>5</issue>), <fpage>857</fpage>. <pub-id pub-id-type="doi">10.3390/su9050857</pub-id>
</citation>
</ref>
<ref id="B17">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bamba</surname>
<given-names>B. S. B.</given-names>
</name>
<name>
<surname>Lozano</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Adj&#xe9;</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Ouattara</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Vian</surname>
<given-names>M. A.</given-names>
</name>
<name>
<surname>Tranchant</surname>
<given-names>C.</given-names>
</name>
<etal/>
</person-group> (<year>2015</year>). <article-title>Effects of temperature and other operational parameters on Chlorella vulgaris mass cultivation in a simple and low-cost column photobioreactor</article-title>. <source>Appl. Biochem. Biotechnol.</source> <volume>177</volume> (<issue>2</issue>), <fpage>389</fpage>&#x2013;<lpage>406</lpage>. <pub-id pub-id-type="doi">10.1007/s12010-015-1751-7</pub-id>
</citation>
</ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Barakat</surname>
<given-names>K. M.</given-names>
</name>
<name>
<surname>El-Sayed</surname>
<given-names>H. S.</given-names>
</name>
<name>
<surname>Khairy</surname>
<given-names>H. M.</given-names>
</name>
<name>
<surname>El-Sheikh</surname>
<given-names>M. A.</given-names>
</name>
<name>
<surname>Al-Rashed</surname>
<given-names>S. A.</given-names>
</name>
<name>
<surname>Arif</surname>
<given-names>I. A.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Effects of ocean acidification on the growth and biochemicalcomposition of a green alga (Ulva fasciata) and its associated microbiota</article-title>. <source>Saudi J. ofBiological Sci.</source> <volume>28</volume>, <fpage>5106</fpage>&#x2013;<lpage>5114</lpage>. <pub-id pub-id-type="doi">10.1016/j.sjbs.2021.05.029</pub-id>
</citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Barrett</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Girr</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Mackinder</surname>
<given-names>L. C.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Pyrenoids: CO2-fixing phase separated liquid organelles</article-title>. <source>Biochimica Biophysica Acta (BBA)-Molecular Cell. Res.</source> <volume>1868</volume> (<issue>5</issue>), <fpage>118949</fpage>. <pub-id pub-id-type="doi">10.1016/j.bbamcr.2021.118949</pub-id>
</citation>
</ref>
<ref id="B20">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>B&#xe9;chet</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Mu&#xf1;oz</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Shilton</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Guieysse</surname>
<given-names>B.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Outdoor cultivation of temperature&#x2010;tolerant Chlorella sorokiniana in a column photobioreactor under low power&#x2010;input</article-title>. <source>Biotechnol. Bioeng.</source> <volume>110</volume> (<issue>1</issue>), <fpage>118</fpage>&#x2013;<lpage>126</lpage>. <pub-id pub-id-type="doi">10.1002/bit.24603</pub-id>
</citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Benedetti</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Vecchi</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Barera</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Dall&#x2019;Osto</surname>
<given-names>L.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Biomass from microalgae: the potential of domestication towards sustainable biofactories</article-title>. <source>Microb. Cell. Factories</source> <volume>17</volume> (<issue>1</issue>), <fpage>173</fpage>&#x2013;<lpage>218</lpage>. <pub-id pub-id-type="doi">10.1186/s12934-018-1019-3</pub-id>
</citation>
</ref>
<ref id="B22">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Benemann</surname>
<given-names>J. R.</given-names>
</name>
<name>
<surname>Oswald</surname>
<given-names>W. J.</given-names>
</name>
</person-group> (<year>1996</year>). <source>Systems and economic analysis of microalgae ponds for conversion of CO {sub 2} to biomass</source>. <comment>Final report</comment>.</citation>
</ref>
<ref id="B23">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bhola</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Swalaha</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Ranjith Kumar</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Singh</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Bux</surname>
<given-names>F.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Overview of the potential of microalgae for CO2 sequestration</article-title>. <source>Int. J. Environ. Sci. Technol.</source> <volume>11</volume> (<issue>7</issue>), <fpage>2103</fpage>&#x2013;<lpage>2118</lpage>. <pub-id pub-id-type="doi">10.1007/s13762-013-0487-6</pub-id>
</citation>
</ref>
<ref id="B24">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bhushan</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Jayakrishnan</surname>
<given-names>U.</given-names>
</name>
<name>
<surname>Shree</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Bhatt</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Eshkabilov</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Simsek</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Biological pretreatment for algal biomass feedstock for biofuel production</article-title>. <source>J. Environ. Chem. Eng.</source> <volume>11</volume> (<issue>3</issue>), <fpage>109870</fpage>. <pub-id pub-id-type="doi">10.1016/j.jece.2023.109870</pub-id>
</citation>
</ref>
<ref id="B25">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Birner</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>R&#xf6;denbeck</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Dohner</surname>
<given-names>J. L.</given-names>
</name>
<name>
<surname>Schwartzman</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Keeling</surname>
<given-names>R. F.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Surprising stability of recent global carbon cycling enables improved fossil fuel emission verification</article-title>. <source>Nat. Clim. Change</source> <volume>13</volume> (<issue>9</issue>), <fpage>961</fpage>&#x2013;<lpage>966</lpage>. <pub-id pub-id-type="doi">10.1038/s41558-023-01761-x</pub-id>
</citation>
</ref>
<ref id="B26">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bouyam</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Choorit</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Sirisansaneeyakul</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Chisti</surname>
<given-names>Y.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Heterotrophic production of Chlorella sp. TISTR 8990&#x2014;biomass growth and composition under various production conditions</article-title>. <source>Biotechnol. Prog.</source> <volume>33</volume> (<issue>6</issue>), <fpage>1589</fpage>&#x2013;<lpage>1600</lpage>. <pub-id pub-id-type="doi">10.1002/btpr.2518</pub-id>
</citation>
</ref>
<ref id="B27">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bozzo</surname>
<given-names>G. G.</given-names>
</name>
<name>
<surname>Colman</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Matsuda</surname>
<given-names>Y.</given-names>
</name>
</person-group> (<year>2000</year>). <article-title>Active transport of CO 2 and bicarbonate is induced in response to external CO 2 concentration in the green alga <italic>Chlorella kessleri</italic>
</article-title>. <source>J. Exp. Bot.</source> <volume>51</volume> (<issue>349</issue>), <fpage>1341</fpage>&#x2013;<lpage>1348</lpage>. <pub-id pub-id-type="doi">10.1093/jxb/51.349.1341</pub-id>
</citation>
</ref>
<ref id="B28">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Brinckerhoff</surname>
<given-names>P.</given-names>
</name>
</person-group> (<year>2011</year>). <source>Accelerating the uptake of CCS: industrial use of captured carbon dioxide</source>, <volume>260</volume>. <publisher-loc>New York</publisher-loc>: <publisher-name>Global CCS Institute</publisher-name>.</citation>
</ref>
<ref id="B29">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bui</surname>
<given-names>X.-T.</given-names>
</name>
<name>
<surname>Nguyen</surname>
<given-names>T.-T.</given-names>
</name>
<name>
<surname>Nguyen</surname>
<given-names>D. D.</given-names>
</name>
<name>
<surname>Dao</surname>
<given-names>T.-S.</given-names>
</name>
<name>
<surname>Cao</surname>
<given-names>N. D. T.</given-names>
</name>
</person-group>, (<year>2018</year>). <article-title>RETRACTED: effects of nutrient ratios and carbon dioxide bio-sequestration on biomass growth of Chlorella sp. in bubble column photobioreactor</article-title>. <source>J. Environ. Manag.</source> <volume>219</volume>, <fpage>1</fpage>&#x2013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1016/j.jenvman.2018.04.109</pub-id>
</citation>
</ref>
<ref id="B30">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cai</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Lovatelli</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Aguilar-Manjarrez</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Cornish</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Dabbadie</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Desrochers</surname>
<given-names>A.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Seaweeds and microalgae: an overview for unlocking their potential in global aquaculture development</article-title>. <source>FAO Fish. Aquac. Circular</source> <volume>1229</volume>.</citation>
</ref>
<ref id="B31">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Carnicer</surname>
<given-names>O.</given-names>
</name>
<name>
<surname>Irwin</surname>
<given-names>A. J.</given-names>
</name>
<name>
<surname>Finkel</surname>
<given-names>Z. V.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Traits influence dinoflagellate C:N:P</article-title>. <source>J. Phycol.</source> <volume>57</volume>, <fpage>154</fpage>&#x2013;<lpage>165</lpage>. <pub-id pub-id-type="doi">10.1080/09670262.2021.1914860</pub-id>
</citation>
</ref>
<ref id="B32">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cheah</surname>
<given-names>W. Y.</given-names>
</name>
<name>
<surname>Show</surname>
<given-names>P. L.</given-names>
</name>
<name>
<surname>Chang</surname>
<given-names>J.-S.</given-names>
</name>
<name>
<surname>Ling</surname>
<given-names>T. C.</given-names>
</name>
<name>
<surname>Juan</surname>
<given-names>J. C.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Biosequestration of atmospheric CO2 and flue gas-containing CO2 by microalgae</article-title>. <source>Bioresour. Technol.</source> <volume>184</volume>, <fpage>190</fpage>&#x2013;<lpage>201</lpage>. <pub-id pub-id-type="doi">10.1016/j.biortech.2014.11.026</pub-id>
</citation>
</ref>
<ref id="B33">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>The energy demand and environmental impacts of oxy-fuel combustion vs. post-combustion capture in China</article-title>. <source>Energy Strategy Rev.</source> <volume>38</volume>, <fpage>100701</fpage>. <pub-id pub-id-type="doi">10.1016/j.esr.2021.100701</pub-id>
</citation>
</ref>
<ref id="B34">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname>
<given-names>W.-H.</given-names>
</name>
<name>
<surname>Lin</surname>
<given-names>B.-J.</given-names>
</name>
<name>
<surname>Huang</surname>
<given-names>M.-Y.</given-names>
</name>
<name>
<surname>Chang</surname>
<given-names>J.-S.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Thermochemical conversion of microalgal biomass into biofuels: a review</article-title>. <source>Bioresour. Technol.</source> <volume>184</volume>, <fpage>314</fpage>&#x2013;<lpage>327</lpage>. <pub-id pub-id-type="doi">10.1016/j.biortech.2014.11.050</pub-id>
</citation>
</ref>
<ref id="B35">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cheng</surname>
<given-names>C.-L.</given-names>
</name>
<name>
<surname>Lo</surname>
<given-names>Y.-C.</given-names>
</name>
<name>
<surname>Huang</surname>
<given-names>K.-L.</given-names>
</name>
<name>
<surname>Nagarajan</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>C.-Y.</given-names>
</name>
<name>
<surname>Lee</surname>
<given-names>D.-J.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>Effect of pH on biomass production and carbohydrate accumulation of Chlorella vulgaris JSC-6 under autotrophic, mixotrophic, and photoheterotrophic cultivation</article-title>. <source>Bioresour. Technol.</source> <volume>351</volume>, <fpage>127021</fpage>. <pub-id pub-id-type="doi">10.1016/j.biortech.2022.127021</pub-id>
</citation>
</ref>
<ref id="B36">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cheng</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Lu</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Zhu</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Zhou</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Enhancing growth-relevant metabolic pathways of Arthrospira platensis (CYA-1) with gamma irradiation from 60 Co</article-title>. <source>RSC Adv.</source> <volume>8</volume> (<issue>30</issue>), <fpage>16824</fpage>&#x2013;<lpage>16833</lpage>. <pub-id pub-id-type="doi">10.1039/c8ra01626g</pub-id>
</citation>
</ref>
<ref id="B37">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cheng</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Gao</surname>
<given-names>C.</given-names>
</name>
</person-group> (<year>2006</year>). <article-title>Carbon dioxide removal from air by microalgae cultured in a membrane-photobioreactor</article-title>. <source>Sep. Purif. Technol.</source> <volume>50</volume> (<issue>3</issue>), <fpage>324</fpage>&#x2013;<lpage>329</lpage>. <pub-id pub-id-type="doi">10.1016/j.seppur.2005.12.006</pub-id>
</citation>
</ref>
<ref id="B38">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chisti</surname>
<given-names>Y.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Biodiesel from microalgae</article-title>. <source>Biotechnol. Adv.</source> <volume>25</volume> (<issue>3</issue>), <fpage>294</fpage>&#x2013;<lpage>306</lpage>. <pub-id pub-id-type="doi">10.1016/j.biotechadv.2007.02.001</pub-id>
</citation>
</ref>
<ref id="B39">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chiu</surname>
<given-names>S. Y.</given-names>
</name>
<name>
<surname>Tsai</surname>
<given-names>M. T.</given-names>
</name>
<name>
<surname>Kao</surname>
<given-names>C. Y.</given-names>
</name>
<name>
<surname>Ong</surname>
<given-names>S. C.</given-names>
</name>
<name>
<surname>Lin</surname>
<given-names>C. S.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>The air&#x2010;lift photobioreactors with flow patterning for high&#x2010;density cultures of microalgae and carbon dioxide removal</article-title>. <source>Eng. life Sci.</source> <volume>9</volume> (<issue>3</issue>), <fpage>254</fpage>&#x2013;<lpage>260</lpage>. <pub-id pub-id-type="doi">10.1002/elsc.200800113</pub-id>
</citation>
</ref>
<ref id="B40">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cho</surname>
<given-names>J. M.</given-names>
</name>
<name>
<surname>Oh</surname>
<given-names>Y.-K.</given-names>
</name>
<name>
<surname>Park</surname>
<given-names>W.-K.</given-names>
</name>
<name>
<surname>Chang</surname>
<given-names>Y. K.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Effects of nitrogen supplementation status on CO2 biofixation and biofuel production of the promising microalga Chlorella sp. ABC-001</article-title>. <source>J. Microbiol. Biotechnol.</source> <volume>30</volume> (<issue>8</issue>), <fpage>1235</fpage>&#x2013;<lpage>1243</lpage>. <pub-id pub-id-type="doi">10.4014/jmb.2005.05039</pub-id>
</citation>
</ref>
<ref id="B41">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Choi</surname>
<given-names>S. P.</given-names>
</name>
<name>
<surname>Nguyen</surname>
<given-names>M. T.</given-names>
</name>
<name>
<surname>Sim</surname>
<given-names>S. J.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Enzymatic pretreatment of Chlamydomonas reinhardtii biomass for ethanol production</article-title>. <source>Bioresour. Technol.</source> <volume>101</volume> (<issue>14</issue>), <fpage>5330</fpage>&#x2013;<lpage>5336</lpage>. <pub-id pub-id-type="doi">10.1016/j.biortech.2010.02.026</pub-id>
</citation>
</ref>
<ref id="B43">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Colman</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Huertas</surname>
<given-names>I. E.</given-names>
</name>
<name>
<surname>Bhatti</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Dason</surname>
<given-names>J. S.</given-names>
</name>
</person-group> (<year>2002</year>). <article-title>The diversity of inorganic carbon acquisition mechanisms in eukaryotic microalgae</article-title>. <source>Funct. Plant Biol.</source> <volume>29</volume> (<issue>3</issue>), <fpage>261</fpage>&#x2013;<lpage>270</lpage>. <pub-id pub-id-type="doi">10.1071/pp01184</pub-id>
</citation>
</ref>
<ref id="B44">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Colman</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Rotatore</surname>
<given-names>C.</given-names>
</name>
</person-group> (<year>1995</year>). <article-title>Photosynthetic inorganic carbon uptake and accumulation in two marine diatoms</article-title>. <source>Plant, Cell. and Environ.</source> <volume>18</volume> (<issue>8</issue>), <fpage>919</fpage>&#x2013;<lpage>924</lpage>. <pub-id pub-id-type="doi">10.1111/j.1365-3040.1995.tb00601.x</pub-id>
</citation>
</ref>
<ref id="B45">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Couto</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Melo</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Conde</surname>
<given-names>T. A.</given-names>
</name>
<name>
<surname>Moreira</surname>
<given-names>A. S.</given-names>
</name>
<name>
<surname>Ferreira</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Costa</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>Food grade extraction of Chlorella vulgaris polar lipids: a comparative lipidomic study</article-title>. <source>Food Chem.</source> <volume>375</volume>, <fpage>131685</fpage>. <pub-id pub-id-type="doi">10.1016/j.foodchem.2021.131685</pub-id>
</citation>
</ref>
<ref id="B46">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Couto</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Calijuri</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Assemany</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Souza</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Effect of depth of high-rate ponds on the assimilation of CO2 by microalgae cultivated in domestic sewage</article-title>. <source>Environ. Technol.</source> <volume>39</volume> (<issue>20</issue>), <fpage>2653</fpage>&#x2013;<lpage>2661</lpage>. <pub-id pub-id-type="doi">10.1080/09593330.2017.1364302</pub-id>
</citation>
</ref>
<ref id="B47">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Cuaresma Franco</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>V&#xed;lchez Lobato</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Janssen</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Wijffels</surname>
<given-names>R. H.</given-names>
</name>
</person-group> (<year>2024</year>). <source>Productivity of Chlorella sorokiniana in a short light-path (SLP) panel photobioreactor under high irradiance</source>.</citation>
</ref>
<ref id="B48">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>de Assis</surname>
<given-names>T. C.</given-names>
</name>
<name>
<surname>Calijuri</surname>
<given-names>M. L.</given-names>
</name>
<name>
<surname>Assemany</surname>
<given-names>P. P.</given-names>
</name>
<name>
<surname>de Paula Pereira</surname>
<given-names>A. S. A.</given-names>
</name>
<name>
<surname>Martins</surname>
<given-names>M. A.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Using atmospheric emissions as CO2 source in the cultivation of microalgae: productivity and economic viability</article-title>. <source>J. Clean. Prod.</source> <volume>215</volume>, <fpage>1160</fpage>&#x2013;<lpage>1169</lpage>. <pub-id pub-id-type="doi">10.1016/j.jclepro.2019.01.093</pub-id>
</citation>
</ref>
<ref id="B49">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>De Morais</surname>
<given-names>M. G.</given-names>
</name>
<name>
<surname>Costa</surname>
<given-names>J. A. V.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Carbon dioxide fixation by Chlorella kessleri, <italic>C. vulgaris</italic>, Scenedesmus obliquus and Spirulina sp. cultivated in flasks and vertical tubular photobioreactors</article-title>. <source>Biotechnol. Lett.</source> <volume>29</volume> (<issue>9</issue>), <fpage>1349</fpage>&#x2013;<lpage>1352</lpage>. <pub-id pub-id-type="doi">10.1007/s10529-007-9394-6</pub-id>
</citation>
</ref>
<ref id="B50">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Do</surname>
<given-names>C. V. T.</given-names>
</name>
<name>
<surname>Dinh</surname>
<given-names>C. T.</given-names>
</name>
<name>
<surname>Dang</surname>
<given-names>M. T.</given-names>
</name>
<name>
<surname>Tran</surname>
<given-names>T. D.</given-names>
</name>
<name>
<surname>Le</surname>
<given-names>T. G.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>A novel flat-panel photobioreactor for simultaneous production of lutein and carbon sequestration by Chlorella sorokiniana TH01</article-title>. <source>Bioresour. Technol.</source> <volume>345</volume>, <fpage>126552</fpage>. <pub-id pub-id-type="doi">10.1016/j.biortech.2021.126552</pub-id>
</citation>
</ref>
<ref id="B51">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dolui</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Saha</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Sarkar</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Ghosh</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Adak</surname>
<given-names>M. K.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Bicarbonate toxicity and elevated pH in plants: metabolism, regulation and tolerance</article-title>. <source>Approaches Remediat. Inorg. Pollut.</source>, <fpage>77</fpage>&#x2013;<lpage>89</lpage>. <pub-id pub-id-type="doi">10.1007/978-981-15-6221-1_5</pub-id>
</citation>
</ref>
<ref id="B52">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Doucha</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Straka</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>L&#xed;vansk&#xfd;</surname>
<given-names>K.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>Utilization of flue gas for cultivation of microalgae Chlorella sp. in an outdoor open thin-layer photobioreactor in an outdoor open thin-layer photobioreactor</article-title>. <source>J. Appl. Phycol.</source> <volume>17</volume> (<issue>5</issue>), <fpage>403</fpage>&#x2013;<lpage>412</lpage>. <pub-id pub-id-type="doi">10.1007/s10811-005-8701-7</pub-id>
</citation>
</ref>
<ref id="B53">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Duan</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Zhou</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Han</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Huo</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>El-Sheekh</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2023</year>). <article-title>Improving saline-alkali soil and promoting wheat growth by co-applying potassium-solubilizing bacteria and cyanobacteria produced from brewery wastewater</article-title>. <source>Front. Environ. Sci.</source> <volume>11</volume>, <fpage>613</fpage>. <pub-id pub-id-type="doi">10.3389/fenvs.2023.1170734</pub-id>
</citation>
</ref>
<ref id="B54">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Duarte</surname>
<given-names>J. H.</given-names>
</name>
<name>
<surname>de Morais</surname>
<given-names>E. G.</given-names>
</name>
<name>
<surname>Radmann</surname>
<given-names>E. M.</given-names>
</name>
<name>
<surname>Costa</surname>
<given-names>J. A. V.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Biological CO2 mitigation from coal power plant by Chlorella fusca and Spirulina sp</article-title>. <source>Bioresour. Technol.</source> <volume>234</volume>, <fpage>472</fpage>&#x2013;<lpage>475</lpage>. <comment>Epub 2017 Mar 12. PMID: 28342576</comment>. <pub-id pub-id-type="doi">10.1016/j.biortech.2017.03.066</pub-id>
</citation>
</ref>
<ref id="B55">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>El&#x2010;Khodary</surname>
<given-names>G. M.</given-names>
</name>
<name>
<surname>El&#x2010;Sayed</surname>
<given-names>H. S.</given-names>
</name>
<name>
<surname>Khairy</surname>
<given-names>H. M.</given-names>
</name>
<name>
<surname>El&#x2010;Sheikh</surname>
<given-names>M. A.</given-names>
</name>
<name>
<surname>Qi</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Elshobary</surname>
<given-names>M. E.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Comparative study on growth, survival and pigmentation of Solea aegyptiaca larvae by using four different microalgal species with emphasize on water quality and nutritional value</article-title>. <source>Aquac. Nutr.</source> <volume>27</volume> (<issue>2</issue>), <fpage>615</fpage>&#x2013;<lpage>629</lpage>. <pub-id pub-id-type="doi">10.1111/anu.13211</pub-id>
</citation>
</ref>
<ref id="B56">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>El-Sheekh</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Elshobary</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Abdullah</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Abdel-Basset</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Metwally</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Application of a novel biological-nanoparticle pretreatment to Oscillatoria acuminata biomass and coculture dark fermentation for improving hydrogen production</article-title>. <source>Microb. Cell. Factories</source> <volume>22</volume>, <fpage>34</fpage>. <pub-id pub-id-type="doi">10.1186/s12934-023-02036-y</pub-id>
</citation>
</ref>
<ref id="B57">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Elshobary</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Abdullah</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Abdel-Basset</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Metwally</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>El-Sheekh</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2024</year>). <article-title>Maximizing biofuel production from algal biomass: a study on biohydrogen and bioethanol production using Mg Zn ferrite nanoparticles</article-title>. <source>Algal Res.</source> <volume>81</volume>, <fpage>103595</fpage>. <pub-id pub-id-type="doi">10.1016/j.algal.2024.103595</pub-id>
</citation>
</ref>
<ref id="B58">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Elshobary</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Ashour</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2023</year>). &#x201c;<article-title>Algae for aquaculture: recent technological applications</article-title>,&#x201d; in <source>Value-added products from algae: phycochemical production and applications</source> (<publisher-loc>Germany</publisher-loc>: <publisher-name>Springer</publisher-name>), <fpage>525</fpage>&#x2013;<lpage>561</lpage>.</citation>
</ref>
<ref id="B59">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Elshobary</surname>
<given-names>M. E.</given-names>
</name>
<name>
<surname>Essa</surname>
<given-names>D. I.</given-names>
</name>
<name>
<surname>Attiah</surname>
<given-names>A. M.</given-names>
</name>
<name>
<surname>Salem</surname>
<given-names>Z. E.</given-names>
</name>
<name>
<surname>Qi</surname>
<given-names>X.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Algal community and pollution indicators for the assessment of water quality of Ismailia canal, Egypt</article-title>. <source>Stoch. Environ. Res. Risk Assess.</source> <volume>34</volume>, <fpage>1089</fpage>&#x2013;<lpage>1103</lpage>. <pub-id pub-id-type="doi">10.1007/s00477-020-01809-w</pub-id>
</citation>
</ref>
<ref id="B60">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Elshobary</surname>
<given-names>M. E.</given-names>
</name>
<name>
<surname>Zabed</surname>
<given-names>H. M.</given-names>
</name>
<name>
<surname>Qi</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>El-Shenody</surname>
<given-names>R. A.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Enhancing biomass and lipid productivity of a green microalga Parachlorella kessleri for biodiesel production using rapid mutation of atmospheric and room temperature plasma</article-title>. <source>Biotechnol. Biofuels Bioprod.</source> <volume>15</volume> (<issue>1</issue>), <fpage>122</fpage>. <pub-id pub-id-type="doi">10.1186/s13068-022-02220-z</pub-id>
</citation>
</ref>
<ref id="B61">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Elzenga</surname>
<given-names>J. T. M.</given-names>
</name>
<name>
<surname>Prins</surname>
<given-names>H. B.</given-names>
</name>
<name>
<surname>Stefels</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2000</year>). <article-title>The role of extracellular carbonic anhydrase activity in inorganic carbon utilization of Phaeocystis globosa (Prymnesiophyceae): a comparison with other marine algae using the isotopic disequilibrium technique</article-title>. <source>Limnol. Oceanogr.</source> <volume>45</volume> (<issue>2</issue>), <fpage>372</fpage>&#x2013;<lpage>380</lpage>. <pub-id pub-id-type="doi">10.4319/lo.2000.45.2.0372</pub-id>
</citation>
</ref>
<ref id="B62">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Enamala</surname>
<given-names>M. K.</given-names>
</name>
<name>
<surname>Enamala</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Chavali</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Donepudi</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Yadavalli</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Kolapalli</surname>
<given-names>B.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>Production of biofuels from microalgae-A review on cultivation, harvesting, lipid extraction, and numerous applications of microalgae</article-title>. <source>Renew. Sustain. Energy Rev.</source> <volume>94</volume>, <fpage>49</fpage>&#x2013;<lpage>68</lpage>. <pub-id pub-id-type="doi">10.1016/j.rser.2018.05.012</pub-id>
</citation>
</ref>
<ref id="B63">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fan</surname>
<given-names>L.-H.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>Y.-T.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>H.-L.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Evaluation of a membrane-sparged helical tubular photobioreactor for carbon dioxide biofixation by Chlorella vulgaris</article-title>. <source>J. Membr. Sci.</source> <volume>325</volume> (<issue>1</issue>), <fpage>336</fpage>&#x2013;<lpage>345</lpage>. <pub-id pub-id-type="doi">10.1016/j.memsci.2008.07.044</pub-id>
</citation>
</ref>
<ref id="B64">
<citation citation-type="journal">
<collab>FAO</collab> (<year>2020</year>). <article-title>Action, SI, World fisheries and aquaculture</article-title>. <source>Food Agric. Organ.</source> <volume>2020</volume>, <fpage>1</fpage>&#x2013;<lpage>244</lpage>.</citation>
</ref>
<ref id="B65">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Farrelly</surname>
<given-names>D. J.</given-names>
</name>
<name>
<surname>Everard</surname>
<given-names>C. D.</given-names>
</name>
<name>
<surname>Fagan</surname>
<given-names>C. C.</given-names>
</name>
<name>
<surname>McDonnell</surname>
<given-names>K. P.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Carbon sequestration and the role of biological carbon mitigation: a review</article-title>. <source>Renew. Sustain. energy Rev.</source> <volume>21</volume>, <fpage>712</fpage>&#x2013;<lpage>727</lpage>. <pub-id pub-id-type="doi">10.1016/j.rser.2012.12.038</pub-id>
</citation>
</ref>
<ref id="B66">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Feng</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Deng</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Hu</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Fan</surname>
<given-names>L.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Lipid accumulation and growth of Chlorella zofingiensis in flat plate photobioreactors outdoors</article-title>. <source>Bioresour. Technol.</source> <volume>102</volume> (<issue>22</issue>), <fpage>10577</fpage>&#x2013;<lpage>10584</lpage>. <pub-id pub-id-type="doi">10.1016/j.biortech.2011.08.109</pub-id>
</citation>
</ref>
<ref id="B67">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fivga</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Speranza</surname>
<given-names>L. G.</given-names>
</name>
<name>
<surname>Branco</surname>
<given-names>C. M.</given-names>
</name>
<name>
<surname>Ouadi</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Hornung</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>A review on the current state of the art for the production of advanced liquid biofuels</article-title>. <source>Aims Energy</source> <volume>7</volume> (<issue>1</issue>), <fpage>46</fpage>&#x2013;<lpage>76</lpage>. <pub-id pub-id-type="doi">10.3934/energy.2019.1.46</pub-id>
</citation>
</ref>
<ref id="B68">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fu</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Gudmundsson</surname>
<given-names>O.</given-names>
</name>
<name>
<surname>Feist</surname>
<given-names>A. M.</given-names>
</name>
<name>
<surname>Herjolfsson</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Brynjolfsson</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Palsson</surname>
<given-names>B. &#xd8;.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Maximizing biomass productivity and cell density of Chlorella vulgaris by using light-emitting diode-based photobioreactor</article-title>. <source>J. Biotechnol.</source> <volume>161</volume> (<issue>3</issue>), <fpage>242</fpage>&#x2013;<lpage>249</lpage>. <pub-id pub-id-type="doi">10.1016/j.jbiotec.2012.07.004</pub-id>
</citation>
</ref>
<ref id="B70">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gal&#xe8;s</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Triplet</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Geoffroy</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Roques</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Carr&#xe9;</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Le Floc&#x2019;h</surname>
<given-names>E.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Control of the pH for marine microalgae polycultures: a key point for CO2 fixation improvement in intensive cultures</article-title>. <source>J. CO2 Util.</source> <volume>38</volume>, <fpage>187</fpage>&#x2013;<lpage>193</lpage>. <pub-id pub-id-type="doi">10.1016/j.jcou.2020.01.019</pub-id>
</citation>
</ref>
<ref id="B71">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gao</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Edmundson</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Huesemann</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Oxygen stress mitigation for microalgal biomass productivity improvement in outdoor raceway ponds</article-title>. <source>Algal Res.</source> <volume>68</volume>, <fpage>102901</fpage>. <pub-id pub-id-type="doi">10.1016/j.algal.2022.102901</pub-id>
</citation>
</ref>
<ref id="B72">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gehl</surname>
<given-names>K. A.</given-names>
</name>
<name>
<surname>Cook</surname>
<given-names>C. M.</given-names>
</name>
<name>
<surname>Colman</surname>
<given-names>B.</given-names>
</name>
</person-group> (<year>1987</year>). <article-title>The effect of external pH on the apparent CO2 affinity of Chlorella saccharophila</article-title>. <source>J. Exp. Bot.</source> <volume>38</volume> (<issue>7</issue>), <fpage>1203</fpage>&#x2013;<lpage>1210</lpage>. <pub-id pub-id-type="doi">10.1093/jxb/38.7.1203</pub-id>
</citation>
</ref>
<ref id="B73">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gerotto</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Norici</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Giordano</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Toward enhanced fixation of CO2 in aquatic biomass: focus on microalgae</article-title>. <source>Front. Energy Res.</source> <volume>8</volume>, <fpage>213</fpage>. <pub-id pub-id-type="doi">10.3389/fenrg.2020.00213</pub-id>
</citation>
</ref>
<ref id="B74">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Giordano</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Beardall</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Raven</surname>
<given-names>J. A.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>CO2 COncentrating mechanisms in algae: mechanisms, environmental modulation, and evolution</article-title>. <source>Annu. Rev. plant Biol.</source> <volume>56</volume> (<issue>1</issue>), <fpage>99</fpage>&#x2013;<lpage>131</lpage>. <pub-id pub-id-type="doi">10.1146/annurev.arplant.56.032604.144052</pub-id>
</citation>
</ref>
<ref id="B75">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Goh</surname>
<given-names>B. H. H.</given-names>
</name>
<name>
<surname>Ong</surname>
<given-names>H. C.</given-names>
</name>
<name>
<surname>Cheah</surname>
<given-names>M. Y.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>W.-H.</given-names>
</name>
<name>
<surname>Yu</surname>
<given-names>K. L.</given-names>
</name>
<name>
<surname>Mahlia</surname>
<given-names>T. M. I.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Sustainability of direct biodiesel synthesis from microalgae biomass: a critical review</article-title>. <source>Renew. Sustain. Energy Rev.</source> <volume>107</volume>, <fpage>59</fpage>&#x2013;<lpage>74</lpage>. <pub-id pub-id-type="doi">10.1016/j.rser.2019.02.012</pub-id>
</citation>
</ref>
<ref id="B76">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gollakota</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Kishore</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Gu</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>A review on hydrothermal liquefaction of biomass</article-title>. <source>Renew. Sustain. Energy Rev.</source> <volume>81</volume>, <fpage>1378</fpage>&#x2013;<lpage>1392</lpage>. <pub-id pub-id-type="doi">10.1016/j.rser.2017.05.178</pub-id>
</citation>
</ref>
<ref id="B77">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hamidi</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Mohammadi</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Mashhadi</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Mahmoudnia</surname>
<given-names>F.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Evaluation of effective environmental parameters on lipid, protein and beta-carotene production in Spirulina platensis microalga</article-title>. <source>Results Eng.</source> <volume>18</volume>, <fpage>101102</fpage>. <pub-id pub-id-type="doi">10.1016/j.rineng.2023.101102</pub-id>
</citation>
</ref>
<ref id="B78">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hanagata</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Takeuchi</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Fukuju</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Barnes</surname>
<given-names>D. J.</given-names>
</name>
<name>
<surname>Karube</surname>
<given-names>I.</given-names>
</name>
</person-group> (<year>1992</year>). <article-title>Tolerance of microalgae to high CO2 and high temperature</article-title>. <source>Phytochemistry</source> <volume>31</volume> (<issue>10</issue>), <fpage>3345</fpage>&#x2013;<lpage>3348</lpage>. <pub-id pub-id-type="doi">10.1016/0031-9422(92)83682-o</pub-id>
</citation>
</ref>
<ref id="B79">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Heubeck</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Craggs</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Shilton</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Influence of CO2 scrubbing from biogas on the treatment performance of a high rate algal pond</article-title>. <source>Water Sci. Technol.</source> <volume>55</volume> (<issue>11</issue>), <fpage>193</fpage>&#x2013;<lpage>200</lpage>. <pub-id pub-id-type="doi">10.2166/wst.2007.358</pub-id>
</citation>
</ref>
<ref id="B80">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hong</surname>
<given-names>W. Y.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>A techno-economic review on carbon capture, utilisation and storage systems for achieving a net-zero CO2 emissions future</article-title>. <source>Carbon Capture Sci. and Technol.</source> <volume>3</volume>, <fpage>100044</fpage>. <pub-id pub-id-type="doi">10.1016/j.ccst.2022.100044</pub-id>
</citation>
</ref>
<ref id="B81">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hossain</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Zaini</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Mahlia</surname>
<given-names>T. M. I.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Life cycle assessment, energy balance and sensitivity analysis of bioethanol production from microalgae in a tropical country</article-title>. <source>Renew. Sustain. Energy Rev.</source> <volume>115</volume>, <fpage>109371</fpage>. <pub-id pub-id-type="doi">10.1016/j.rser.2019.109371</pub-id>
</citation>
</ref>
<ref id="B82">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hosseini</surname>
<given-names>N. S.</given-names>
</name>
<name>
<surname>Shang</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Scott</surname>
<given-names>J. A.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Biosequestration of industrial off-gas CO2 for enhanced lipid productivity in open microalgae cultivation systems</article-title>. <source>Renew. Sustain. Energy Rev.</source> <volume>92</volume>, <fpage>458</fpage>&#x2013;<lpage>469</lpage>. <pub-id pub-id-type="doi">10.1016/j.rser.2018.04.086</pub-id>
</citation>
</ref>
<ref id="B83">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Huertas</surname>
<given-names>I. E.</given-names>
</name>
<name>
<surname>Colman</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Espie</surname>
<given-names>G. S.</given-names>
</name>
</person-group> (<year>2002</year>). <article-title>Inorganic carbon acquisition and its energization in eustigmatophyte algae</article-title>. <source>Funct. plant Biol.</source> <volume>29</volume> (<issue>3</issue>), <fpage>271</fpage>&#x2013;<lpage>277</lpage>. <pub-id pub-id-type="doi">10.1071/pp01181</pub-id>
</citation>
</ref>
<ref id="B84">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Huertas</surname>
<given-names>I. E.</given-names>
</name>
<name>
<surname>Colman</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Espie</surname>
<given-names>G. S.</given-names>
</name>
<name>
<surname>Lubian</surname>
<given-names>L. M.</given-names>
</name>
</person-group> (<year>2000a</year>). <article-title>Active transport of CO2 by three species of marine microalgae</article-title>. <source>J. Phycol.</source> <volume>36</volume> (<issue>2</issue>), <fpage>314</fpage>&#x2013;<lpage>320</lpage>. <pub-id pub-id-type="doi">10.1046/j.1529-8817.2000.99142.x</pub-id>
</citation>
</ref>
<ref id="B85">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Huertas</surname>
<given-names>I. E.</given-names>
</name>
<name>
<surname>Espie</surname>
<given-names>G. S.</given-names>
</name>
<name>
<surname>Colman</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Lubian</surname>
<given-names>L. M.</given-names>
</name>
</person-group> (<year>2000b</year>). <article-title>Light-dependent bicarbonate uptake and CO2 efflux in the marine microalga Nannochloropsis gaditana</article-title>. <source>Planta</source> <volume>211</volume> (<issue>1</issue>), <fpage>43</fpage>&#x2013;<lpage>49</lpage>. <pub-id pub-id-type="doi">10.1007/s004250000254</pub-id>
</citation>
</ref>
<ref id="B86">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ighalo</surname>
<given-names>J. O.</given-names>
</name>
<name>
<surname>Dulta</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Kurniawan</surname>
<given-names>S. B.</given-names>
</name>
<name>
<surname>Omoarukhe</surname>
<given-names>F. O.</given-names>
</name>
<name>
<surname>Ewuzie</surname>
<given-names>U.</given-names>
</name>
<name>
<surname>Eshiemogie</surname>
<given-names>S. O.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>Progress in microalgae application for CO2 sequestration</article-title>. <source>Clean. Chem. Eng.</source> <volume>3</volume>, <fpage>100044</fpage>. <pub-id pub-id-type="doi">10.1016/j.clce.2022.100044</pub-id>
</citation>
</ref>
<ref id="B87">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Iglina</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Iglin</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Pashchenko</surname>
<given-names>D.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Industrial CO2 capture by algae: a review and recent advances</article-title>. <source>Sustainability</source> <volume>14</volume> (<issue>7</issue>), <fpage>3801</fpage>. <pub-id pub-id-type="doi">10.3390/su14073801</pub-id>
</citation>
</ref>
<ref id="B88">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Isosaari</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Srivastava</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Sillanp&#xe4;&#xe4;</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Ionic liquid-based water treatment technologies for organic pollutants: current status and future prospects of ionic liquid mediated technologies</article-title>. <source>Sci. Total Environ.</source> <volume>690</volume>, <fpage>604</fpage>&#x2013;<lpage>619</lpage>. <pub-id pub-id-type="doi">10.1016/j.scitotenv.2019.06.421</pub-id>
</citation>
</ref>
<ref id="B89">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>James</surname>
<given-names>C. M.</given-names>
</name>
<name>
<surname>Al-Khars</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>1990</year>). <article-title>An intensive continuous culture system using tubular photobioreactors for producing microalgae</article-title>. <source>Aquaculture</source> <volume>87</volume> (<issue>3-4</issue>), <fpage>381</fpage>&#x2013;<lpage>393</lpage>. <pub-id pub-id-type="doi">10.1016/0044-8486(90)90075-x</pub-id>
</citation>
</ref>
<ref id="B90">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jim&#xe9;nez</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Coss&#x131;o</surname>
<given-names>B. R.</given-names>
</name>
<name>
<surname>Niell</surname>
<given-names>F. X.</given-names>
</name>
</person-group> (<year>2003</year>). <article-title>Relationship between physicochemical variables and productivity in open ponds for the production of Spirulina: a predictive model of algal yield</article-title>. <source>Aquaculture</source> <volume>221</volume> (<issue>1-4</issue>), <fpage>331</fpage>&#x2013;<lpage>345</lpage>. <pub-id pub-id-type="doi">10.1016/s0044-8486(03)00123-6</pub-id>
</citation>
</ref>
<ref id="B91">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jimenez-Llanos</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Ramirez-Carmona</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Rendon-Castrillon</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Ocampo-Lopez</surname>
<given-names>C.</given-names>
</name>
</person-group> (<year>2020a</year>). <article-title>Sustainable biohydrogen production by Chlorella sp. microalgae: a review</article-title>. <source>Int. J. Hydrogen Energy</source> <volume>45</volume> (<issue>15</issue>), <fpage>8310</fpage>&#x2013;<lpage>8328</lpage>. <pub-id pub-id-type="doi">10.1016/j.ijhydene.2020.01.059</pub-id>
</citation>
</ref>
<ref id="B92">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Judd</surname>
<given-names>S. J.</given-names>
</name>
<name>
<surname>Al Momani</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Znad</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Al Ketife</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>The cost benefit of algal technology for combined CO2 mitigation and nutrient abatement</article-title>. <source>Renew. Sustain. Energy Rev.</source> <volume>71</volume>, <fpage>379</fpage>&#x2013;<lpage>387</lpage>. <pub-id pub-id-type="doi">10.1016/j.rser.2016.12.068</pub-id>
</citation>
</ref>
<ref id="B93">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kadam</surname>
<given-names>K. L.</given-names>
</name>
</person-group> (<year>1997</year>). <article-title>Power plant flue gas as a source of CO2 for microalgae cultivation: economic impact of different process options</article-title>. <source>Energy Convers. Manag.</source> <volume>38</volume>, <fpage>S505</fpage>&#x2013;<lpage>S510</lpage>. <pub-id pub-id-type="doi">10.1016/s0196-8904(96)00318-4</pub-id>
</citation>
</ref>
<ref id="B94">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Kadam</surname>
<given-names>K. L.</given-names>
</name>
</person-group> (<year>2001</year>). <source>Microalgae production from power plant flue gas: environmental implications on a life cycle basis</source>. <publisher-loc>Golden, CO (United States)</publisher-loc>: <publisher-name>National Renewable Energy Lab.NREL</publisher-name>.</citation>
</ref>
<ref id="B95">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kazbar</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Cogne</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Urbain</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Marec</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Le-Gouic</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Tallec</surname>
<given-names>J.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>Effect of dissolved oxygen concentration on microalgal culture in photobioreactors</article-title>. <source>Algal Res.</source> <volume>39</volume>, <fpage>101432</fpage>. <pub-id pub-id-type="doi">10.1016/j.algal.2019.101432</pub-id>
</citation>
</ref>
<ref id="B96">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Khalekuzzaman</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Kabir</surname>
<given-names>S. B.</given-names>
</name>
<name>
<surname>Islam</surname>
<given-names>M. B.</given-names>
</name>
<name>
<surname>Datta</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Alam</surname>
<given-names>M. A.</given-names>
</name>
<name>
<surname>Xu</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Enhancing microalgal productivity and quality by different colored photobioreactors for biodiesel production using anaerobic reactor effluent</article-title>. <source>Biomass Convers. Biorefinery</source> <volume>11</volume>, <fpage>767</fpage>&#x2013;<lpage>779</lpage>. <pub-id pub-id-type="doi">10.1007/s13399-020-00852-5</pub-id>
</citation>
</ref>
<ref id="B97">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Khan</surname>
<given-names>S. A.</given-names>
</name>
<name>
<surname>Hussain</surname>
<given-names>M. Z.</given-names>
</name>
<name>
<surname>Prasad</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Banerjee</surname>
<given-names>U.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>Prospects of biodiesel production from microalgae in India</article-title>. <source>Renew. Sustain. energy Rev.</source> <volume>13</volume> (<issue>9</issue>), <fpage>2361</fpage>&#x2013;<lpage>2372</lpage>. <pub-id pub-id-type="doi">10.1016/j.rser.2009.04.005</pub-id>
</citation>
</ref>
<ref id="B98">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Khoo</surname>
<given-names>K. S.</given-names>
</name>
<name>
<surname>Chew</surname>
<given-names>K. W.</given-names>
</name>
<name>
<surname>Yew</surname>
<given-names>G. Y.</given-names>
</name>
<name>
<surname>Leong</surname>
<given-names>W. H.</given-names>
</name>
<name>
<surname>Chai</surname>
<given-names>Y. H.</given-names>
</name>
<name>
<surname>Show</surname>
<given-names>P. L.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Recent advances in downstream processing of microalgae lipid recovery for biofuel production</article-title>. <source>Bioresour. Technol.</source> <volume>304</volume>, <fpage>122996</fpage>. <pub-id pub-id-type="doi">10.1016/j.biortech.2020.122996</pub-id>
</citation>
</ref>
<ref id="B99">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Klinthong</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>Y.-H.</given-names>
</name>
<name>
<surname>Huang</surname>
<given-names>C.-H.</given-names>
</name>
<name>
<surname>Tan</surname>
<given-names>C.-S.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>A review: microalgae and their applications in CO2 capture and renewable energy</article-title>. <source>Aerosol Air Qual. Res.</source> <volume>15</volume> (<issue>2</issue>), <fpage>712</fpage>&#x2013;<lpage>742</lpage>. <pub-id pub-id-type="doi">10.4209/aaqr.2014.11.0299</pub-id>
</citation>
</ref>
<ref id="B100">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Koh</surname>
<given-names>H. G.</given-names>
</name>
<name>
<surname>Cho</surname>
<given-names>J. M.</given-names>
</name>
<name>
<surname>Jeon</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Chang</surname>
<given-names>Y. K.</given-names>
</name>
<name>
<surname>Lee</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Kang</surname>
<given-names>N. K.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Transcriptional insights into Chlorella sp. ABC-001: a comparative study of carbon fixation and lipid synthesis under different CO2 conditions</article-title>. <source>Biotechnol. Biofuels Bioprod.</source> <volume>16</volume> (<issue>1</issue>), <fpage>113</fpage>. <pub-id pub-id-type="doi">10.1186/s13068-023-02358-4</pub-id>
</citation>
</ref>
<ref id="B101">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Korb</surname>
<given-names>R. E.</given-names>
</name>
<name>
<surname>Saville</surname>
<given-names>P. J.</given-names>
</name>
<name>
<surname>Johnston</surname>
<given-names>A. M.</given-names>
</name>
<name>
<surname>Raven</surname>
<given-names>J. A.</given-names>
</name>
</person-group> (<year>1997</year>). <article-title>Sources of inorganic carbon for photosynthesis by three species of marine diatom 1</article-title>. <source>J. Phycol.</source> <volume>33</volume> (<issue>3</issue>), <fpage>433</fpage>&#x2013;<lpage>440</lpage>. <pub-id pub-id-type="doi">10.1111/j.0022-3646.1997.00433.x</pub-id>
</citation>
</ref>
<ref id="B102">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Kumari</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Kumar</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Kothari</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Kumar</surname>
<given-names>P.</given-names>
</name>
</person-group> (<year>2022</year>). <source>Nutrient sequestration and lipid production potential of Chlorella vulgaris under pharmaceutical wastewater treatment: experimental, optimization, and prediction modeling studies</source>.</citation>
</ref>
<ref id="B103">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kusmiyati</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Heratri</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Kubikazari</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Hidayat</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Hadiyanto</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Hydrolysis of microalgae spirulina platensis, chlorella sp., and macroalgae ulva lactuca for bioethanol production</article-title>. <source>Int. Energy J.</source> <volume>20</volume> (<issue>4</issue>), <fpage>611</fpage>&#x2013;<lpage>620</lpage>.</citation>
</ref>
<ref id="B104">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lakatos</surname>
<given-names>G. E.</given-names>
</name>
<name>
<surname>Ranglov&#xe1;</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Manoel</surname>
<given-names>J. C.</given-names>
</name>
<name>
<surname>Grivalsk&#xfd;</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Kopeck&#xfd;</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Masoj&#xed;dek</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Bioethanol production from microalgae polysaccharides</article-title>. <source>Folia Microbiol.</source> <volume>64</volume>, <fpage>627</fpage>&#x2013;<lpage>644</lpage>. <pub-id pub-id-type="doi">10.1007/s12223-019-00732-0</pub-id>
</citation>
</ref>
<ref id="B105">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lam</surname>
<given-names>M. K.</given-names>
</name>
<name>
<surname>Lee</surname>
<given-names>K. T.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Cultivation of Chlorella vulgaris in a pilot-scale sequential-baffled column photobioreactor for biomass and biodiesel production</article-title>. <source>Energy Convers. Manag.</source> <volume>88</volume>, <fpage>399</fpage>&#x2013;<lpage>410</lpage>. <pub-id pub-id-type="doi">10.1016/j.enconman.2014.08.063</pub-id>
</citation>
</ref>
<ref id="B106">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Lam</surname>
<given-names>M. K.</given-names>
</name>
<name>
<surname>Loy</surname>
<given-names>A. C. M.</given-names>
</name>
<name>
<surname>Yusup</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Lee</surname>
<given-names>K. T.</given-names>
</name>
</person-group> (<year>2019</year>). <source>Biohydrogen production from algae</source>. <publisher-loc>China</publisher-loc>: <publisher-name>Biohydrogen. Elsevier</publisher-name>, <fpage>219</fpage>&#x2013;<lpage>245</lpage>.</citation>
</ref>
<ref id="B107">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Lamare</surname>
<given-names>D. W.</given-names>
</name>
<name>
<surname>Chaurasia</surname>
<given-names>N.</given-names>
</name>
</person-group> (<year>2022</year>). &#x201c;<article-title>Microalgae and cyanobacteria: a potential source for drug discovery using genome mining approach</article-title>,&#x201d; in <source>Micro-algae: next-generation feedstock for biorefineries</source> (<publisher-loc>Germany</publisher-loc>: <publisher-name>Springer</publisher-name>), <fpage>177</fpage>&#x2013;<lpage>204</lpage>.</citation>
</ref>
<ref id="B108">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Xiong</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Zeng</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Zhong</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>W.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Characteristics and evolution of nitrogen in the heavy components of algae pyrolysis bio-oil</article-title>. <source>Environ. Sci. and Technol.</source> <volume>55</volume> (<issue>9</issue>), <fpage>6373</fpage>&#x2013;<lpage>6385</lpage>. <pub-id pub-id-type="doi">10.1021/acs.est.1c00676</pub-id>
</citation>
</ref>
<ref id="B109">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Du</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>D.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Perspectives of microbial oils for biodiesel production</article-title>. <source>Appl. Microbiol. Biotechnol.</source> <volume>80</volume> (<issue>5</issue>), <fpage>749</fpage>&#x2013;<lpage>756</lpage>. <pub-id pub-id-type="doi">10.1007/s00253-008-1625-9</pub-id>
</citation>
</ref>
<ref id="B110">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Ho</surname>
<given-names>S.-H.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Microalgae as a solution of third world energy crisis for biofuels production from wastewater toward carbon neutrality: an updated review</article-title>. <source>Chemosphere</source> <volume>291</volume>, <fpage>132863</fpage>. <pub-id pub-id-type="doi">10.1016/j.chemosphere.2021.132863</pub-id>
</citation>
</ref>
<ref id="B111">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Luo</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Guo</surname>
<given-names>R.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Efficiency of CO2 fixation by microalgae in a closed raceway pond</article-title>. <source>Bioresour. Technol.</source> <volume>136</volume>, <fpage>267</fpage>&#x2013;<lpage>272</lpage>. <pub-id pub-id-type="doi">10.1016/j.biortech.2013.03.025</pub-id>
</citation>
</ref>
<ref id="B112">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lim</surname>
<given-names>H. R.</given-names>
</name>
<name>
<surname>Khoo</surname>
<given-names>K. S.</given-names>
</name>
<name>
<surname>Chew</surname>
<given-names>K. W.</given-names>
</name>
<name>
<surname>Chang</surname>
<given-names>C.-K.</given-names>
</name>
<name>
<surname>Munawaroh</surname>
<given-names>H. S. H.</given-names>
</name>
<name>
<surname>Kumar</surname>
<given-names>P. S.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Perspective of <italic>Spirulina</italic> culture with wastewater into a sustainable circular bioeconomy</article-title>. <source>Environ. Pollut.</source> <volume>284</volume>, <fpage>117492</fpage>. <pub-id pub-id-type="doi">10.1016/j.envpol.2021.117492</pub-id>
</citation>
</ref>
<ref id="B113">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lokuge</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Anders</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Carbon-credit systems in agriculture: a review of literature</article-title>. <source>Sch. Public Policy Publ.</source> <volume>15</volume>.</citation>
</ref>
<ref id="B114">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Malekghasemi</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Kariminia</surname>
<given-names>H.-R.</given-names>
</name>
<name>
<surname>Plechkova</surname>
<given-names>N. K.</given-names>
</name>
<name>
<surname>Ward</surname>
<given-names>V. C.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Direct transesterification of wet microalgae to biodiesel using phosphonium carboxylate ionic liquid catalysts</article-title>. <source>Biomass Bioenergy</source> <volume>150</volume>, <fpage>106126</fpage>. <pub-id pub-id-type="doi">10.1016/j.biombioe.2021.106126</pub-id>
</citation>
</ref>
<ref id="B115">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mansour</surname>
<given-names>A. T.</given-names>
</name>
<name>
<surname>Ashour</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Abbas</surname>
<given-names>E. M.</given-names>
</name>
<name>
<surname>Alsaqufi</surname>
<given-names>A. S.</given-names>
</name>
<name>
<surname>Kelany</surname>
<given-names>M. S.</given-names>
</name>
<name>
<surname>El-Sawy</surname>
<given-names>M. A.</given-names>
</name>
<etal/>
</person-group> (<year>2022a</year>). <article-title>Growth performance, immune-related and antioxidant genes expression, and gut bacterial abundance of pacific white leg shrimp, <italic>Litopenaeus vannamei,</italic> dietary supplemented with natural astaxanthin</article-title>. <source>Front. Physiology</source> <volume>13</volume> (<issue>874172</issue>), <fpage>874172</fpage>. <pub-id pub-id-type="doi">10.3389/fphys.2022.874172</pub-id>
</citation>
</ref>
<ref id="B116">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mansour</surname>
<given-names>A. T.</given-names>
</name>
<name>
<surname>Ashry</surname>
<given-names>O.</given-names>
</name>
<name>
<surname>Ashour</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Alsaqufi</surname>
<given-names>A. S.</given-names>
</name>
<name>
<surname>Ramadan</surname>
<given-names>K. M. A.</given-names>
</name>
<name>
<surname>Sharawy</surname>
<given-names>Z. Z.</given-names>
</name>
</person-group> (<year>2022b</year>). <article-title>The optimization of dietary protein level and carbon sources on biofloc nutritive values, bacterial abundance, and growth performances of whiteleg shrimp (<italic>Litopenaeus vannamei</italic>) juveniles</article-title>. <source>Life</source> <volume>12</volume> (<issue>6</issue>), <fpage>888</fpage>. <pub-id pub-id-type="doi">10.3390/life12060888</pub-id>
</citation>
</ref>
<ref id="B117">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Markou</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Vandamme</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Muylaert</surname>
<given-names>K.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Ammonia inhibition on <italic>Arthrospira platensis</italic> in relation to the initial biomass density and pH</article-title>. <source>Bioresour. Technol.</source> <volume>166</volume>, <fpage>259</fpage>&#x2013;<lpage>265</lpage>. <pub-id pub-id-type="doi">10.1016/j.biortech.2014.05.040</pub-id>
</citation>
</ref>
<ref id="B118">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mathimani</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Baldinelli</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Rajendran</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Prabakar</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Matheswaran</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>van Leeuwen</surname>
<given-names>R. P.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>Review on cultivation and thermochemical conversion of microalgae to fuels and chemicals: process evaluation and knowledge gaps</article-title>. <source>J. Clean. Prod.</source> <volume>208</volume>, <fpage>1053</fpage>&#x2013;<lpage>1064</lpage>. <pub-id pub-id-type="doi">10.1016/j.jclepro.2018.10.096</pub-id>
</citation>
</ref>
<ref id="B119">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Melo</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Fernandes</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Caetano</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Borges</surname>
<given-names>M. T.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Chlorella vulgaris (SAG 211-12) biofilm formation capacity and proposal of a rotating flat plate photobioreactor for more sustainable biomass production</article-title>. <source>J. Appl. Phycol.</source> <volume>30</volume> (<issue>2</issue>), <fpage>887</fpage>&#x2013;<lpage>899</lpage>. <pub-id pub-id-type="doi">10.1007/s10811-017-1290-4</pub-id>
</citation>
</ref>
<ref id="B120">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Metz</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Davidson</surname>
<given-names>O.</given-names>
</name>
<name>
<surname>De Coninck</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Loos</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Meyer</surname>
<given-names>L.</given-names>
</name>
</person-group> (<year>2005</year>). <source>IPCC special report on carbon dioxide capture and storage</source>. <publisher-loc>Cambridge</publisher-loc>: <publisher-name>Cambridge University Press</publisher-name>.</citation>
</ref>
<ref id="B121">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Min</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Mohr</surname>
<given-names>M. J.</given-names>
</name>
<name>
<surname>Hu</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Zhou</surname>
<given-names>W.</given-names>
</name>
<etal/>
</person-group> (<year>2011</year>). <article-title>Cultivating Chlorella sp. in a pilot-scale photobioreactor using centrate wastewater for microalgae biomass production and wastewater nutrient removal</article-title>. <source>Appl. Biochem. Biotechnol.</source> <volume>165</volume> (<issue>1</issue>), <fpage>123</fpage>&#x2013;<lpage>137</lpage>. <pub-id pub-id-type="doi">10.1007/s12010-011-9238-7</pub-id>
</citation>
</ref>
<ref id="B122">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mohamed</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>System for harvesting microalgae</article-title>. <source>Efypt Pat. Appl.</source> <volume>333/26022012</volume>.</citation>
</ref>
<ref id="B123">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mondal</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Goswami</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Ghosh</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Oinam</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Tiwari</surname>
<given-names>O.</given-names>
</name>
<name>
<surname>Das</surname>
<given-names>P.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>Production of biodiesel from microalgae through biological carbon capture: a review</article-title>. <source>3 Biotech.</source> <volume>7</volume> (<issue>2</issue>), <fpage>99</fpage>&#x2013;<lpage>21</lpage>. <pub-id pub-id-type="doi">10.1007/s13205-017-0727-4</pub-id>
</citation>
</ref>
<ref id="B124">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Monjed</surname>
<given-names>M. K.</given-names>
</name>
<name>
<surname>Achour</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Robson</surname>
<given-names>G. D.</given-names>
</name>
<name>
<surname>Pittman</surname>
<given-names>J. K.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Improved saccharification of Chlorella vulgaris biomass by fungal secreted enzymes for bioethanol production</article-title>. <source>Algal Res.</source> <volume>58</volume>, <fpage>102402</fpage>. <pub-id pub-id-type="doi">10.1016/j.algal.2021.102402</pub-id>
</citation>
</ref>
<ref id="B125">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Moradi</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Saidi</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Biodiesel production from Chlorella Vulgaris microalgal-derived oil via electrochemical and thermal processes</article-title>. <source>Fuel Process. Technol.</source> <volume>228</volume>, <fpage>107158</fpage>. <pub-id pub-id-type="doi">10.1016/j.fuproc.2021.107158</pub-id>
</citation>
</ref>
<ref id="B126">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Morales</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>S&#xe1;nchez</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Revah</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>The impact of environmental factors on carbon dioxide fixation by microalgae</article-title>. <source>FEMS Microbiol. Lett.</source> <volume>365</volume> (<issue>3</issue>), <fpage>fnx262</fpage>. <pub-id pub-id-type="doi">10.1093/femsle/fnx262</pub-id>
</citation>
</ref>
<ref id="B127">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Moroney</surname>
<given-names>J. V.</given-names>
</name>
<name>
<surname>Jungnick</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>DiMario</surname>
<given-names>R. J.</given-names>
</name>
<name>
<surname>Longstreth</surname>
<given-names>D. J.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Photorespiration and carbon concentrating mechanisms: two adaptations to high O2, low CO2 conditions</article-title>. <source>Photosynth. Res.</source> <volume>117</volume> (<issue>1</issue>), <fpage>121</fpage>&#x2013;<lpage>131</lpage>. <pub-id pub-id-type="doi">10.1007/s11120-013-9865-7</pub-id>
</citation>
</ref>
<ref id="B128">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Moroney</surname>
<given-names>J. V.</given-names>
</name>
<name>
<surname>Ynalvez</surname>
<given-names>R. A.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Proposed carbon dioxide concentrating mechanism in Chlamydomonas reinhardtii</article-title>. <source>Eukaryot. Cell.</source> <volume>6</volume> (<issue>8</issue>), <fpage>1251</fpage>&#x2013;<lpage>1259</lpage>. <pub-id pub-id-type="doi">10.1128/ec.00064-07</pub-id>
</citation>
</ref>
<ref id="B129">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mustafa</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Lougou</surname>
<given-names>B. G.</given-names>
</name>
<name>
<surname>Shuai</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Tan</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Current technology development for CO<sub>2</sub> utilization into solar fuels and chemicals: a review</article-title>. <source>J. Energy Chem.</source> <volume>49</volume>, <fpage>96</fpage>&#x2013;<lpage>123</lpage>. <pub-id pub-id-type="doi">10.1016/j.jechem.2020.01.023</pub-id>
</citation>
</ref>
<ref id="B130">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Najm</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Jeong</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Leiknes</surname>
<given-names>T.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Nutrient utilization and oxygen production by <italic>Chlorella vulgaris</italic> in a hybrid membrane bioreactor and algal membrane photobioreactor system</article-title>. <source>Bioresour. Technol.</source> <volume>237</volume>, <fpage>64</fpage>&#x2013;<lpage>71</lpage>. <pub-id pub-id-type="doi">10.1016/j.biortech.2017.02.057</pub-id>
</citation>
</ref>
<ref id="B131">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Nanda</surname>
<given-names>N.</given-names>
</name>
</person-group> (<year>2022</year>). <source>Bioplastic production from Chlorella sp., and synthesis of biochar from residual biomass, characterization, and its application</source>.</citation>
</ref>
<ref id="B132">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Napan</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Teng</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Quinn</surname>
<given-names>J. C.</given-names>
</name>
<name>
<surname>Wood</surname>
<given-names>B. D.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Impact of heavy metals from flue gas integration with microalgae production</article-title>. <source>Algal Res.</source> <volume>8</volume>, <fpage>83</fpage>&#x2013;<lpage>88</lpage>. <pub-id pub-id-type="doi">10.1016/j.algal.2015.01.003</pub-id>
</citation>
</ref>
<ref id="B133">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nayak</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Suh</surname>
<given-names>W. I.</given-names>
</name>
<name>
<surname>Lee</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Chang</surname>
<given-names>Y. K.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Enhanced carbon utilization efficiency and FAME production of Chlorella sp. HS2 through combined supplementation of bicarbonate and carbon dioxide</article-title>. <source>Energy Convers. Manag.</source> <volume>156</volume>, <fpage>45</fpage>&#x2013;<lpage>52</lpage>. <pub-id pub-id-type="doi">10.1016/j.enconman.2017.11.002</pub-id>
</citation>
</ref>
<ref id="B134">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ngangkham</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Ratha</surname>
<given-names>S. K.</given-names>
</name>
<name>
<surname>Prasanna</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Saxena</surname>
<given-names>A. K.</given-names>
</name>
<name>
<surname>Dhar</surname>
<given-names>D. W.</given-names>
</name>
<name>
<surname>Sarika</surname>
<given-names>C.</given-names>
</name>
<etal/>
</person-group> (<year>2012</year>). <article-title>Biochemical modulation of growth, lipid quality and productivity in mixotrophic cultures of <italic>Chlorella sorokiniana</italic>
</article-title>. <source>SpringerPlus</source> <volume>1</volume>, <fpage>33</fpage>&#x2013;<lpage>13</lpage>. <pub-id pub-id-type="doi">10.1186/2193-1801-1-33</pub-id>
</citation>
</ref>
<ref id="B135">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nguyen</surname>
<given-names>T. T.</given-names>
</name>
<name>
<surname>Lam</surname>
<given-names>M. K.</given-names>
</name>
<name>
<surname>Uemura</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Mansor</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Lim</surname>
<given-names>J. W.</given-names>
</name>
<name>
<surname>Show</surname>
<given-names>P. L.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>High biodiesel yield from wet microalgae paste via <italic>in-situ</italic> transesterification: effect of reaction parameters towards the selectivity of fatty acid esters</article-title>. <source>Fuel</source> <volume>272</volume>, <fpage>117718</fpage>. <pub-id pub-id-type="doi">10.1016/j.fuel.2020.117718</pub-id>
</citation>
</ref>
<ref id="B136">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nguyen</surname>
<given-names>X. P.</given-names>
</name>
<name>
<surname>Hoang</surname>
<given-names>A. T.</given-names>
</name>
<name>
<surname>&#xd6;l&#xe7;er</surname>
<given-names>A. I.</given-names>
</name>
<name>
<surname>Huynh</surname>
<given-names>T. T.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Record decline in global CO2 emissions prompted by COVID-19 pandemic and its implications on future climate change policies</article-title>. <source>Energy Sources, Part A Recovery, Util. Environ. Eff.</source>, <fpage>1</fpage>&#x2013;<lpage>4</lpage>. <pub-id pub-id-type="doi">10.1080/15567036.2021.1879969</pub-id>
</citation>
</ref>
<ref id="B137">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nunez</surname>
<given-names>C.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Carbon dioxide levels are at a record high. Here&#x2019;s what you need to know</article-title>. <source>Natl. Geogr.</source> <volume>13</volume>.</citation>
</ref>
<ref id="B138">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Okeke</surname>
<given-names>E. S.</given-names>
</name>
<name>
<surname>Ejeromedoghene</surname>
<given-names>O.</given-names>
</name>
<name>
<surname>Okoye</surname>
<given-names>C. O.</given-names>
</name>
<name>
<surname>Ezeorba</surname>
<given-names>T. P. C.</given-names>
</name>
<name>
<surname>Nyaruaba</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Ikechukwu</surname>
<given-names>C. K.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>Microalgae biorefinery: an integrated route for the sustainable production of high-value-added products</article-title>. <source>Energy Convers. Manag.</source> <volume>X</volume>, <fpage>100323</fpage>. <pub-id pub-id-type="doi">10.1016/j.ecmx.2022.100323</pub-id>
</citation>
</ref>
<ref id="B139">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Osman</surname>
<given-names>A. I.</given-names>
</name>
<name>
<surname>Hefny</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Abdel Maksoud</surname>
<given-names>M. I. A.</given-names>
</name>
<name>
<surname>Elgarahy</surname>
<given-names>A. M.</given-names>
</name>
<name>
<surname>Rooney</surname>
<given-names>D. W.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Recent advances in carbon capture storage and utilisation technologies: a review</article-title>. <source>Environ. Chem. Lett.</source> <volume>19</volume> (<issue>2</issue>), <fpage>797</fpage>&#x2013;<lpage>849</lpage>. <pub-id pub-id-type="doi">10.1007/s10311-020-01133-3</pub-id>
</citation>
</ref>
<ref id="B140">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Osman</surname>
<given-names>M. E.</given-names>
</name>
<name>
<surname>Abo-Shady</surname>
<given-names>A. M.</given-names>
</name>
<name>
<surname>Elshobary</surname>
<given-names>M. E.</given-names>
</name>
<name>
<surname>Abd El-Ghafar</surname>
<given-names>M. O.</given-names>
</name>
<name>
<surname>Hanelt</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Abomohra</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2023a</year>). <article-title>Exploring the prospects of fermenting/Co-fermenting marine biomass for enhanced bioethanol production</article-title>. <source>Fermentation</source> <volume>9</volume> (<issue>11</issue>), <fpage>934</fpage>. <pub-id pub-id-type="doi">10.3390/fermentation9110934</pub-id>
</citation>
</ref>
<ref id="B141">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Osman</surname>
<given-names>M. E.</given-names>
</name>
<name>
<surname>Abo-Shady</surname>
<given-names>A. M.</given-names>
</name>
<name>
<surname>Gheda</surname>
<given-names>S. F.</given-names>
</name>
<name>
<surname>Desoki</surname>
<given-names>S. M.</given-names>
</name>
<name>
<surname>Elshobary</surname>
<given-names>M. E.</given-names>
</name>
</person-group> (<year>2023b</year>). <article-title>Unlocking the potential of microalgae cultivated on wastewater combined with salinity stress to improve biodiesel production</article-title>. <source>Environ. Sci. Pollut. Res.</source> <volume>30</volume> (<issue>53</issue>), <fpage>114610</fpage>&#x2013;<lpage>114624</lpage>. <pub-id pub-id-type="doi">10.1007/s11356-023-30370-6</pub-id>
</citation>
</ref>
<ref id="B142">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Palmqvist</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Yu</surname>
<given-names>J. W.</given-names>
</name>
<name>
<surname>Badger</surname>
<given-names>M. R.</given-names>
</name>
</person-group> (<year>1994</year>). <article-title>Carbonic anhydrase activity and inorganic carbon fluxes in low- and high-Ci cells of Chlamydomonas reinhardtii and Scenedesmus obliquus</article-title>. <source>Physiol. Plant.</source> <volume>90</volume> (<issue>3</issue>), <fpage>537</fpage>&#x2013;<lpage>547</lpage>. <pub-id pub-id-type="doi">10.1034/j.1399-3054.1994.900315.x</pub-id>
</citation>
</ref>
<ref id="B143">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Park</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Kumar</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Bakonyi</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Peter</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Nemest&#xf3;thy</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Koter</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Comparative evaluation of CO 2 fixation of microalgae strains at various CO 2 aeration conditions</article-title>. <source>Waste Biomass Valorization</source> <volume>12</volume>, <fpage>2999</fpage>&#x2013;<lpage>3007</lpage>. <pub-id pub-id-type="doi">10.1007/s12649-020-01226-8</pub-id>
</citation>
</ref>
<ref id="B144">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pavithra</surname>
<given-names>K. G.</given-names>
</name>
<name>
<surname>Kumar</surname>
<given-names>P. S.</given-names>
</name>
<name>
<surname>Jaikumar</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Vardhan</surname>
<given-names>K. H.</given-names>
</name>
<name>
<surname>SundarRajan</surname>
<given-names>P.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Microalgae for biofuel production and removal of heavy metals: a review</article-title>. <source>Environ. Chem. Lett.</source> <volume>18</volume>, <fpage>1905</fpage>&#x2013;<lpage>1923</lpage>. <pub-id pub-id-type="doi">10.1007/s10311-020-01046-1</pub-id>
</citation>
</ref>
<ref id="B145">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Penhaul Smith</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Hughes</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>McEvoy</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Thornton</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Day</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>The carbon partitioning of glucose and DIC in mixotrophic, heterotrophic and photoautotrophic cultures of Tetraselmis suecica</article-title>. <source>Biotechnol. Lett.</source> <volume>43</volume>, <fpage>729</fpage>&#x2013;<lpage>743</lpage>. <pub-id pub-id-type="doi">10.1007/s10529-020-03073-y</pub-id>
</citation>
</ref>
<ref id="B146">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Phwan</surname>
<given-names>C. K.</given-names>
</name>
<name>
<surname>Ong</surname>
<given-names>H. C.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>W.-H.</given-names>
</name>
<name>
<surname>Ling</surname>
<given-names>T. C.</given-names>
</name>
<name>
<surname>Ng</surname>
<given-names>E. P.</given-names>
</name>
<name>
<surname>Show</surname>
<given-names>P. L.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Overview: comparison of pretreatment technologies and fermentation processes of bioethanol from microalgae</article-title>. <source>Energy Convers. Manag.</source> <volume>173</volume>, <fpage>81</fpage>&#x2013;<lpage>94</lpage>. <pub-id pub-id-type="doi">10.1016/j.enconman.2018.07.054</pub-id>
</citation>
</ref>
<ref id="B207">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Politaeva</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Ilin</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Velmozhina</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Shinkevich</surname>
<given-names>P.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Carbon dioxide utilization using chlorella microalgae</article-title>. <source>Environments</source> <volume>10</volume>, <fpage>109</fpage>.</citation>
</ref>
<ref id="B147">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Prasad</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Gupta</surname>
<given-names>S. K.</given-names>
</name>
<name>
<surname>Shabnam</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Oliveira</surname>
<given-names>C. Y. B.</given-names>
</name>
<name>
<surname>Nema</surname>
<given-names>A. K.</given-names>
</name>
<name>
<surname>Ansari</surname>
<given-names>F. A.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Role of microalgae in global CO2 sequestration: physiological mechanism, recent development, challenges, and future prospective</article-title>. <source>Sustainability</source> <volume>13</volume> (<issue>23</issue>), <fpage>13061</fpage>. <pub-id pub-id-type="doi">10.3390/su132313061</pub-id>
</citation>
</ref>
<ref id="B148">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Ranglov&#xe1;</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Manoel</surname>
<given-names>J. C.</given-names>
</name>
<name>
<surname>Lakatos</surname>
<given-names>G. E.</given-names>
</name>
<name>
<surname>Grivalsk&#xfd;</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Masoj&#xed;dek</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2022</year>). <source>Microalgae as an aquaculture feed produced in short light-path annular column photobioreactor</source>.</citation>
</ref>
<ref id="B149">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Rassool</surname>
<given-names>D.</given-names>
</name>
</person-group> (<year>2021</year>). <source>Unlocking private finance to support CCS investments</source>. <publisher-loc>USA</publisher-loc>: <publisher-name>Global CCS Institute</publisher-name>.</citation>
</ref>
<ref id="B150">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ren</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Tuo</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Addy</surname>
<given-names>M. M.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Lu</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Anderson</surname>
<given-names>E.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>Cultivation of Chlorella vulgaris in a pilot-scale photobioreactor using real centrate wastewater with waste glycerol for improving microalgae biomass production and wastewater nutrients removal</article-title>. <source>Bioresour. Technol.</source> <volume>245</volume>, <fpage>1130</fpage>&#x2013;<lpage>1138</lpage>. <pub-id pub-id-type="doi">10.1016/j.biortech.2017.09.040</pub-id>
</citation>
</ref>
<ref id="B151">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Rinanti</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Kardena</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Astuti</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Dewi</surname>
<given-names>K.</given-names>
</name>
</person-group> (<year>2014</year>). <source>Improvement of carbon dioxide removal through artificial light intensity and temperature by constructed green microalgae consortium in a vertical bubble column photobioreactor</source>.</citation>
</ref>
<ref id="B152">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rotatore</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Colman</surname>
<given-names>B.</given-names>
</name>
</person-group> (<year>1991</year>). <article-title>The active uptake of carbon dioxide by the unicellular green algae Chlorella saccharophila and C. ellipsoidea</article-title>. <source>Plant, Cell. and Environ.</source> <volume>14</volume> (<issue>4</issue>), <fpage>371</fpage>&#x2013;<lpage>375</lpage>. <pub-id pub-id-type="doi">10.1111/j.1365-3040.1991.tb00945.x</pub-id>
</citation>
</ref>
<ref id="B153">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rotatore</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Colman</surname>
<given-names>B.</given-names>
</name>
</person-group> (<year>1992</year>). <article-title>Active uptake of CO2 by the diatom Navicula pelliculosa</article-title>. <source>J. Exp. Bot.</source> <volume>43</volume> (<issue>4</issue>), <fpage>571</fpage>&#x2013;<lpage>576</lpage>. <pub-id pub-id-type="doi">10.1093/jxb/43.4.571</pub-id>
</citation>
</ref>
<ref id="B154">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rotatore</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Colman</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Kuzma</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>1995</year>). <article-title>The active uptake of carbon dioxide by the marine diatoms Phaeodactylum ticornutum and Cyclotella sp</article-title>. <source>Plant, Cell. and Environ.</source> <volume>18</volume> (<issue>8</issue>), <fpage>913</fpage>&#x2013;<lpage>918</lpage>. <pub-id pub-id-type="doi">10.1111/j.1365-3040.1995.tb00600.x</pub-id>
</citation>
</ref>
<ref id="B155">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rubin</surname>
<given-names>E. S.</given-names>
</name>
<name>
<surname>Davison</surname>
<given-names>J. E.</given-names>
</name>
<name>
<surname>Herzog</surname>
<given-names>H. J.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>The cost of CO2 capture and storage</article-title>. <source>Int. J. Greenh. gas control</source> <volume>40</volume>, <fpage>378</fpage>&#x2013;<lpage>400</lpage>. <pub-id pub-id-type="doi">10.1016/j.ijggc.2015.05.018</pub-id>
</citation>
</ref>
<ref id="B156">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sadeghizadeh</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Moghaddasi</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Rahimi</surname>
<given-names>R.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>CO2 capture from air by Chlorella vulgaris microalgae in an airlift photobioreactor</article-title>. <source>Bioresour. Technol.</source> <volume>243</volume>, <fpage>441</fpage>&#x2013;<lpage>447</lpage>. <pub-id pub-id-type="doi">10.1016/j.biortech.2017.06.147</pub-id>
</citation>
</ref>
<ref id="B157">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Satoh</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Kurano</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Miyachi</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2001</year>). <article-title>Inhibition of photosynthesis by intracellular carbonic anhydrase in microalgae under excess concentrations of CO2</article-title>. <source>Photosynth. Res.</source> <volume>68</volume> (<issue>3</issue>), <fpage>215</fpage>&#x2013;<lpage>224</lpage>. <pub-id pub-id-type="doi">10.1023/a:1012980223847</pub-id>
</citation>
</ref>
<ref id="B158">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sayre</surname>
<given-names>R.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Microalgae: the potential for carbon capture</article-title>. <source>Bioscience</source> <volume>60</volume> (<issue>9</issue>), <fpage>722</fpage>&#x2013;<lpage>727</lpage>. <pub-id pub-id-type="doi">10.1525/bio.2010.60.9.9</pub-id>
</citation>
</ref>
<ref id="B159">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Serejo</surname>
<given-names>M. L.</given-names>
</name>
<name>
<surname>Posadas</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Boncz</surname>
<given-names>M. A.</given-names>
</name>
<name>
<surname>Blanco</surname>
<given-names>S. l.</given-names>
</name>
<name>
<surname>Garc&#xed;a-Encina</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Munoz</surname>
<given-names>R. l.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Influence of biogas flow rate on biomass composition during the optimization of biogas upgrading in microalgal-bacterial processes</article-title>. <source>Environ. Sci. and Technol.</source> <volume>49</volume> (<issue>5</issue>), <fpage>3228</fpage>&#x2013;<lpage>3236</lpage>. <pub-id pub-id-type="doi">10.1021/es5056116</pub-id>
</citation>
</ref>
<ref id="B160">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sero</surname>
<given-names>E. T.</given-names>
</name>
<name>
<surname>Siziba</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Bunhu</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Shoko</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Jonathan</surname>
<given-names>E.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Biophotonics for improving algal photobioreactor performance: a review</article-title>. <source>Int. J. Energy Res.</source> <volume>44</volume> (<issue>7</issue>), <fpage>5071</fpage>&#x2013;<lpage>5092</lpage>. <pub-id pub-id-type="doi">10.1002/er.5059</pub-id>
</citation>
</ref>
<ref id="B161">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shareefdeen</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Elkamel</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Babar</surname>
<given-names>Z. B.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Recent developments on the performance of algal bioreactors for CO2 removal: focusing on the light intensity and photoperiods</article-title>. <source>BioTech</source> <volume>12</volume> (<issue>1</issue>), <fpage>10</fpage>. <pub-id pub-id-type="doi">10.3390/biotech12010010</pub-id>
</citation>
</ref>
<ref id="B162">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sharma</surname>
<given-names>A. K.</given-names>
</name>
<name>
<surname>Sahoo</surname>
<given-names>P. K.</given-names>
</name>
<name>
<surname>Singhal</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Comparative evolution of biomass production and lipid accumulation potential of Chlorella species grown in a bubble column photobioreactor</article-title>. <source>Biofuels</source> <volume>7</volume> (<issue>4</issue>), <fpage>389</fpage>&#x2013;<lpage>399</lpage>. <pub-id pub-id-type="doi">10.1080/17597269.2015.1138040</pub-id>
</citation>
</ref>
<ref id="B163">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shreyash</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Sonker</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Bajpai</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Tiwary</surname>
<given-names>S. K.</given-names>
</name>
<name>
<surname>Khan</surname>
<given-names>M. A.</given-names>
</name>
<name>
<surname>Raj</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>The review of carbon capture-storage technologies and developing fuel cells for enhancing utilization</article-title>. <source>Energies</source> <volume>14</volume> (<issue>16</issue>), <fpage>4978</fpage>. <pub-id pub-id-type="doi">10.3390/en14164978</pub-id>
</citation>
</ref>
<ref id="B164">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Sommer</surname>
<given-names>U.</given-names>
</name>
<name>
<surname>Stibor</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Katechakis</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Sommer</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Hansen</surname>
<given-names>T.</given-names>
</name>
</person-group> (<year>2002</year>). &#x201c;<article-title>Pelagic food web configurations at different levels of nutrient richness and their implications for the ratio fish production: primary production</article-title>,&#x201d; in <source>Sustainable increase of marine harvesting: fundamental mechanisms and new concepts</source> (<publisher-loc>Germany</publisher-loc>: <publisher-name>Springer</publisher-name>), <fpage>11</fpage>&#x2013;<lpage>20</lpage>.</citation>
</ref>
<ref id="B165">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Song</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Deng</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Kitamura</surname>
<given-names>Y.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Cryogenic-based CO2 capture technologies: state-of-the-art developments and current challenges</article-title>. <source>Renew. Sustain. Energy Rev.</source> <volume>101</volume>, <fpage>265</fpage>&#x2013;<lpage>278</lpage>. <pub-id pub-id-type="doi">10.1016/j.rser.2018.11.018</pub-id>
</citation>
</ref>
<ref id="B166">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Souli&#xe8;s</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Legrand</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Marec</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Pruvost</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Castelain</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Burghelea</surname>
<given-names>T.</given-names>
</name>
<etal/>
</person-group> (<year>2016</year>). <article-title>Investigation and modeling of the effects of light spectrum and incident angle on the growth of <italic>&#x3c;scp&#x3e;C&#x3c;/scp&#x3e;hlorella vulgaris</italic> in photobioreactors</article-title>. <source>Biotechnol. Prog.</source> <volume>32</volume> (<issue>2</issue>), <fpage>247</fpage>&#x2013;<lpage>261</lpage>. <pub-id pub-id-type="doi">10.1002/btpr.2244</pub-id>
</citation>
</ref>
<ref id="B167">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Stephenson</surname>
<given-names>P. G.</given-names>
</name>
<name>
<surname>Moore</surname>
<given-names>C. M.</given-names>
</name>
<name>
<surname>Terry</surname>
<given-names>M. J.</given-names>
</name>
<name>
<surname>Zubkov</surname>
<given-names>M. V.</given-names>
</name>
<name>
<surname>Bibby</surname>
<given-names>T. S.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Improving photosynthesis for algal biofuels: toward a green revolution</article-title>. <source>Trends Biotechnol.</source> <volume>29</volume> (<issue>12</issue>), <fpage>615</fpage>&#x2013;<lpage>623</lpage>. <pub-id pub-id-type="doi">10.1016/j.tibtech.2011.06.005</pub-id>
</citation>
</ref>
<ref id="B168">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sultemeyer</surname>
<given-names>D. F.</given-names>
</name>
<name>
<surname>Miller</surname>
<given-names>A. G.</given-names>
</name>
<name>
<surname>Espie</surname>
<given-names>G. S.</given-names>
</name>
<name>
<surname>Fock</surname>
<given-names>H. P.</given-names>
</name>
<name>
<surname>Canvin</surname>
<given-names>D. T.</given-names>
</name>
</person-group> (<year>1989</year>). <article-title>Active CO2 transport by the green alga Chlamydomonas reinhardtii</article-title>. <source>Plant Physiol.</source> <volume>89</volume> (<issue>4</issue>), <fpage>1213</fpage>&#x2013;<lpage>1219</lpage>. <pub-id pub-id-type="doi">10.1104/pp.89.4.1213</pub-id>
</citation>
</ref>
<ref id="B170">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tan</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Chu</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Zhao</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Zhou</surname>
<given-names>X.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Chlorella pyrenoidosa cultivation using anaerobic digested starch processing wastewater in an airlift circulation photobioreactor</article-title>. <source>Bioresour. Technol.</source> <volume>170</volume>, <fpage>538</fpage>&#x2013;<lpage>548</lpage>. <pub-id pub-id-type="doi">10.1016/j.biortech.2014.07.086</pub-id>
</citation>
</ref>
<ref id="B171">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tan</surname>
<given-names>X.-B.</given-names>
</name>
<name>
<surname>Wan</surname>
<given-names>X.-P.</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>L.-B.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Meng</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Jiang</surname>
<given-names>M.-J.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Nutrients recycling and biomass production from Chlorella pyrenoidosa culture using anaerobic food processing wastewater in a pilot-scale tubular photobioreactor</article-title>. <source>Chemosphere</source> <volume>270</volume>, <fpage>129459</fpage>. <pub-id pub-id-type="doi">10.1016/j.chemosphere.2020.129459</pub-id>
</citation>
</ref>
<ref id="B172">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Thomas</surname>
<given-names>D. M.</given-names>
</name>
<name>
<surname>Mechery</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Paulose</surname>
<given-names>S. V.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Carbon dioxide capture strategies from flue gas using microalgae: a review</article-title>. <source>Environ. Sci. Pollut. Res.</source> <volume>23</volume>, <fpage>16926</fpage>&#x2013;<lpage>16940</lpage>. <pub-id pub-id-type="doi">10.1007/s11356-016-7158-3</pub-id>
</citation>
</ref>
<ref id="B173">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Toumi</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Politaeva</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>&#x110;urovi&#x107;</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Mukhametova</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Ilyashenko</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Obtaining DHA&#x2013;EPA oil concentrates from the biomass of microalga chlorella sorokiniana</article-title>. <source>Resources</source> <volume>11</volume> (<issue>2</issue>), <fpage>20</fpage>. <pub-id pub-id-type="doi">10.3390/resources11020020</pub-id>
</citation>
</ref>
<ref id="B174">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Treves</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>K&#xfc;ken</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Arrivault</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Ishihara</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Hoppe</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Erban</surname>
<given-names>A.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>Carbon flux through photosynthesis and central carbon metabolism show distinct patterns between algae, C3 and C4 plants</article-title>. <source>Nat. plants</source> <volume>8</volume> (<issue>1</issue>), <fpage>78</fpage>&#x2013;<lpage>91</lpage>. <pub-id pub-id-type="doi">10.1038/s41477-021-01042-5</pub-id>
</citation>
</ref>
<ref id="B175">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Valdovinos-Garc&#xed;a</surname>
<given-names>E. M.</given-names>
</name>
<name>
<surname>Barajas-Fern&#xe1;ndez</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Ol&#xe1;n-Acosta</surname>
<given-names>M. D. L. &#xc1;.</given-names>
</name>
<name>
<surname>Petriz-Prieto</surname>
<given-names>M. A.</given-names>
</name>
<name>
<surname>Guzm&#xe1;n-L&#xf3;pez</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Bravo-S&#xe1;nchez</surname>
<given-names>M. G.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Techno-economic study of CO2 capture of a thermoelectric plant using microalgae (Chlorella vulgaris) for production of feedstock for bioenergy</article-title>. <source>Energies</source> <volume>13</volume> (<issue>2</issue>), <fpage>413</fpage>. <pub-id pub-id-type="doi">10.3390/en13020413</pub-id>
</citation>
</ref>
<ref id="B176">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Valdovinos-Garc&#xed;a</surname>
<given-names>E. M.</given-names>
</name>
<name>
<surname>Petriz-Prieto</surname>
<given-names>M. A.</given-names>
</name>
<name>
<surname>Ol&#xe1;n-Acosta</surname>
<given-names>M. d.l.&#xc1;.</given-names>
</name>
<name>
<surname>Barajas-Fern&#xe1;ndez</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Guzm&#xe1;n-L&#xf3;pez</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Bravo-S&#xe1;nchez</surname>
<given-names>M. G.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Production of microalgal biomass in photobioreactors as feedstock for bioenergy and other uses: a techno-economic study of harvesting stage</article-title>. <source>Appl. Sci.</source> <volume>11</volume> (<issue>10</issue>), <fpage>4386</fpage>. <pub-id pub-id-type="doi">10.3390/app11104386</pub-id>
</citation>
</ref>
<ref id="B177">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Van Den Hende</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Vervaeren</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Boon</surname>
<given-names>N.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Flue gas compounds and microalgae:(Bio-) chemical interactions leading to biotechnological opportunities</article-title>. <source>Biotechnol. Adv.</source> <volume>30</volume> (<issue>6</issue>), <fpage>1405</fpage>&#x2013;<lpage>1424</lpage>. <pub-id pub-id-type="doi">10.1016/j.biotechadv.2012.02.015</pub-id>
</citation>
</ref>
<ref id="B178">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>van Leeuwen</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Sgubin</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Bois</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Ollat</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Swingedouw</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Zito</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2024</year>). <article-title>Climate change impacts and adaptations of wine production</article-title>. <source>Nat. Rev. Earth and Environ.</source> <volume>5</volume>, <fpage>258</fpage>&#x2013;<lpage>275</lpage>. <pub-id pub-id-type="doi">10.1038/s43017-024-00521-5</pub-id>
</citation>
</ref>
<ref id="B179">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Velmozhina</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Shinkevich</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Zhazhkov</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Politaeva</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Korablev</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Vladimirov</surname>
<given-names>I.</given-names>
</name>
<etal/>
</person-group> (<year>2023</year>). <article-title>Production of biohydrogen from microalgae biomass after wastewater treatment and air purification from CO2</article-title>. <source>Processes</source> <volume>11</volume> (<issue>10</issue>), <fpage>2978</fpage>. <pub-id pub-id-type="doi">10.3390/pr11102978</pub-id>
</citation>
</ref>
<ref id="B180">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vitova</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Bisova</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Kawano</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Zachleder</surname>
<given-names>V.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Accumulation of energy reserves in algae: from cell cycles to biotechnological applications</article-title>. <source>Biotechnol. Adv.</source> <volume>33</volume> (<issue>6</issue>), <fpage>1204</fpage>&#x2013;<lpage>1218</lpage>. <pub-id pub-id-type="doi">10.1016/j.biotechadv.2015.04.012</pub-id>
</citation>
</ref>
<ref id="B181">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vo</surname>
<given-names>H.-N.-P.</given-names>
</name>
<name>
<surname>Bui</surname>
<given-names>X.-T.</given-names>
</name>
<name>
<surname>Nguyen</surname>
<given-names>T.-T.</given-names>
</name>
<name>
<surname>Nguyen</surname>
<given-names>D. D.</given-names>
</name>
<name>
<surname>Dao</surname>
<given-names>T.-S.</given-names>
</name>
<name>
<surname>Cao</surname>
<given-names>N.-D.-T.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>RETRACTED: effects of nutrient ratios and carbon dioxide bio-sequestration on biomass growth of Chlorella sp. in bubble column photobioreactor</article-title>. <source>J. Environ. Manag.</source> <volume>219</volume>, <fpage>1</fpage>&#x2013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1016/j.jenvman.2018.04.109</pub-id>
</citation>
</ref>
<ref id="B182">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vuppaladadiyam</surname>
<given-names>A. K.</given-names>
</name>
<name>
<surname>Vuppaladadiyam</surname>
<given-names>S. S. V.</given-names>
</name>
<name>
<surname>Sikarwar</surname>
<given-names>V. S.</given-names>
</name>
<name>
<surname>Ahmad</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Pant</surname>
<given-names>K. K.</given-names>
</name>
<name>
<surname>Murugavelh</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2023</year>). <article-title>A critical review on biomass pyrolysis: reaction mechanisms, process modeling and potential challenges</article-title>. <source>J. Energy Inst.</source> <volume>108</volume>, <fpage>101236</fpage>. <pub-id pub-id-type="doi">10.1016/j.joei.2023.101236</pub-id>
</citation>
</ref>
<ref id="B183">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Hu</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Elshobary</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Sobhi</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Zhu</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Cui</surname>
<given-names>Y.</given-names>
</name>
<etal/>
</person-group> (<year>2024</year>). <article-title>Integrated partial nitrification and Tribonema minus cultivation for cost-effective ammonia recovery and lipid production from slaughterhouse wastewater</article-title>. <source>Chem. Eng. J.</source> <volume>152199</volume>.</citation>
</ref>
<ref id="B184">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Khoo</surname>
<given-names>K. S.</given-names>
</name>
<name>
<surname>Chew</surname>
<given-names>K. W.</given-names>
</name>
<name>
<surname>Selvarajoo</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>W.-H.</given-names>
</name>
<name>
<surname>Chang</surname>
<given-names>J.-S.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Microalgae: the future supply house of biohydrogen and biogas</article-title>. <source>Front. Energy Res.</source> <volume>9</volume>, <fpage>660399</fpage>. <pub-id pub-id-type="doi">10.3389/fenrg.2021.660399</pub-id>
</citation>
</ref>
<ref id="B185">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Watanabe</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Saiki</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>1997</year>). <article-title>Development of a photobioreactor incorporating Chlorella sp. for removal of CO2 in stack gas</article-title>. <source>Energy Convers. Manag.</source> <volume>38</volume>, <fpage>S499</fpage>&#x2013;<lpage>S503</lpage>. <pub-id pub-id-type="doi">10.1016/s0196-8904(96)00317-2</pub-id>
</citation>
</ref>
<ref id="B186">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wei</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Shen</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>El Hajjami</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>You</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>P.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>Knockdown of carbonate anhydrase elevates Nannochloropsis productivity at high CO2 level</article-title>. <source>Metab. Eng.</source> <volume>54</volume>, <fpage>96</fpage>&#x2013;<lpage>108</lpage>. <pub-id pub-id-type="doi">10.1016/j.ymben.2019.03.004</pub-id>
</citation>
</ref>
<ref id="B187">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wu</surname>
<given-names>H.-H.</given-names>
</name>
<name>
<surname>Gau</surname>
<given-names>S.-H.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>M.-G.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>Y.-J.</given-names>
</name>
<name>
<surname>Sun</surname>
<given-names>C.-J.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Effects of Chlorella sp. on nutrient treatment in cultures with different carbon to nitrogen ratios</article-title>. <source>Water Sci. Technol.</source> <volume>71</volume> (<issue>11</issue>), <fpage>1597</fpage>&#x2013;<lpage>1603</lpage>. <pub-id pub-id-type="doi">10.2166/wst.2015.123</pub-id>
</citation>
</ref>
<ref id="B188">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wu</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Tan</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Chang</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Tan</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Liao</surname>
<given-names>Q.</given-names>
</name>
<etal/>
</person-group> (<year>2023</year>). <article-title>Advancements on process regulation for microalgae-based carbon neutrality and biodiesel production</article-title>. <source>Renew. Sustain. Energy Rev.</source> <volume>171</volume>, <fpage>112969</fpage>. <pub-id pub-id-type="doi">10.1016/j.rser.2022.112969</pub-id>
</citation>
</ref>
<ref id="B189">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xu</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Hou</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Kong</surname>
<given-names>F.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Effects of substrate type on enhancing pollutant removal performance and reducing greenhouse gas emission in vertical subsurface flow constructed wetland</article-title>. <source>J. Environ. Manag.</source> <volume>280</volume>, <fpage>111674</fpage>. <pub-id pub-id-type="doi">10.1016/j.jenvman.2020.111674</pub-id>
</citation>
</ref>
<ref id="B190">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xu</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Liang</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Hu</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>W.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>An improved CO2 separation and purification system based on cryogenic separation and distillation theory</article-title>. <source>Energies</source> <volume>7</volume> (<issue>5</issue>), <fpage>3484</fpage>&#x2013;<lpage>3502</lpage>. <pub-id pub-id-type="doi">10.3390/en7053484</pub-id>
</citation>
</ref>
<ref id="B191">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yaakob</surname>
<given-names>M. A.</given-names>
</name>
<name>
<surname>Mohamed</surname>
<given-names>R. M. S. R.</given-names>
</name>
<name>
<surname>Al-Gheethi</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Aswathnarayana Gokare</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Ambati</surname>
<given-names>R. R.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Influence of nitrogen and phosphorus on microalgal growth, biomass, lipid, and fatty acid production: an overview</article-title>. <source>Cells</source> <volume>10</volume> (<issue>2</issue>), <fpage>393</fpage>. <pub-id pub-id-type="doi">10.3390/cells10020393</pub-id>
</citation>
</ref>
<ref id="B192">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yamashita</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Miyazawa</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Higuchi</surname>
<given-names>O.</given-names>
</name>
<name>
<surname>Takekoshi</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Miyazawa</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Kinoshita</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Characterization of glycolipids in the strain chlorella pyrenoidosa</article-title>. <source>J. Nutr. Sci. Vitaminology</source> <volume>68</volume> (<issue>4</issue>), <fpage>353</fpage>&#x2013;<lpage>357</lpage>. <pub-id pub-id-type="doi">10.3177/jnsv.68.353</pub-id>
</citation>
</ref>
<ref id="B193">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yirgu</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Leta</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Hussen</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Khan</surname>
<given-names>M. M.</given-names>
</name>
<name>
<surname>Aragaw</surname>
<given-names>T.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Pretreatment of lipid-extracted biomass of Scenedesmus sp. grown in wastewater for bioethanol production</article-title>. <source>Biomass Convers. Biorefinery</source> <volume>14</volume>, <fpage>16867</fpage>&#x2013;<lpage>16878</lpage>. <pub-id pub-id-type="doi">10.1007/s13399-023-03917-3</pub-id>
</citation>
</ref>
<ref id="B194">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yu</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Nakajima</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Gruber</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Rio Bartulos</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Schober</surname>
<given-names>A. F.</given-names>
</name>
<name>
<surname>Lepetit</surname>
<given-names>B.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>Mitochondrial phosphoenolpyruvate carboxylase contributes to carbon fixation in the diatom <italic>Phaeodactylum tricornutum</italic> at low inorganic carbon concentrations</article-title>. <source>New Phytol.</source> <volume>235</volume>, <fpage>1379</fpage>&#x2013;<lpage>1393</lpage>. <pub-id pub-id-type="doi">10.1111/nph.18268</pub-id>
</citation>
</ref>
<ref id="B195">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yu</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Yin</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Qin</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Ge</surname>
<given-names>B.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Enhanced biomass and CO2 sequestration of Chlorella vulgaris using a new mixotrophic cultivation method</article-title>. <source>Process Biochem.</source> <volume>90</volume>, <fpage>168</fpage>&#x2013;<lpage>176</lpage>. <pub-id pub-id-type="doi">10.1016/j.procbio.2019.11.022</pub-id>
</citation>
</ref>
<ref id="B196">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yue</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>W.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>Isolation and determination of cultural characteristics of a new highly CO2 tolerant fresh water microalgae</article-title>. <source>Energy Convers. Manag.</source> <volume>46</volume> (<issue>11-12</issue>), <fpage>1868</fpage>&#x2013;<lpage>1876</lpage>. <pub-id pub-id-type="doi">10.1016/j.enconman.2004.10.010</pub-id>
</citation>
</ref>
<ref id="B197">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zabed</surname>
<given-names>H. M.</given-names>
</name>
<name>
<surname>Akter</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Yun</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Qi</surname>
<given-names>X.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Biogas from microalgae: technologies, challenges and opportunities</article-title>. <source>Renew. Sustain. Energy Rev.</source> <volume>117</volume>, <fpage>109503</fpage>. <pub-id pub-id-type="doi">10.1016/j.rser.2019.109503</pub-id>
</citation>
</ref>
<ref id="B198">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zeng</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>G.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Biological characteristics of energy conversion in carbon fixation by microalgae</article-title>. <source>Renew. Sustain. Energy Rev.</source> <volume>152</volume>, <fpage>111661</fpage>. <pub-id pub-id-type="doi">10.1016/j.rser.2021.111661</pub-id>
</citation>
</ref>
<ref id="B199">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zeng</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Danquah</surname>
<given-names>M. K.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>X. D.</given-names>
</name>
<name>
<surname>Lu</surname>
<given-names>Y.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Microalgae bioengineering: from CO<sub>2</sub> fixation to biofuel production</article-title>. <source>Renew. Sustain. Energy Rev.</source> <volume>15</volume> (<issue>6</issue>), <fpage>3252</fpage>&#x2013;<lpage>3260</lpage>. <pub-id pub-id-type="doi">10.1016/j.rser.2011.04.014</pub-id>
</citation>
</ref>
<ref id="B200">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Song</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Mechanisms for geological carbon sequestration</article-title>. <source>Procedia IUTAm</source> <volume>10</volume>, <fpage>319</fpage>&#x2013;<lpage>327</lpage>. <pub-id pub-id-type="doi">10.1016/j.piutam.2014.01.027</pub-id>
</citation>
</ref>
<ref id="B201">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Zhou</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>T. Q.</given-names>
</name>
<name>
<surname>Yin</surname>
<given-names>X. J.</given-names>
</name>
<name>
<surname>Lin</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Lin</surname>
<given-names>Q.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Initiation of efficient C&#x3c;sub&#x3e;4&#x3c;/sub&#x3e; pathway in response to low ambient CO&#x3c;sub&#x3e;2&#x3c;/sub&#x3e; during the bloom period of a marine dinoflagellate</article-title>. <source>Environ. Microbiol.</source> <volume>23</volume> (<issue>6</issue>), <fpage>3196</fpage>&#x2013;<lpage>3211</lpage>. <pub-id pub-id-type="doi">10.1111/1462-2920.15545</pub-id>
</citation>
</ref>
<ref id="B202">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>Z.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Advances in the biological fixation of carbon dioxide by microalgae</article-title>. <source>J. Chem. Technol. and Biotechnol.</source> <volume>96</volume> (<issue>6</issue>), <fpage>1475</fpage>&#x2013;<lpage>1495</lpage>. <pub-id pub-id-type="doi">10.1002/jctb.6714</pub-id>
</citation>
</ref>
<ref id="B203">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zheng</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Xu</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Martin</surname>
<given-names>G. J.</given-names>
</name>
<name>
<surname>Kentish</surname>
<given-names>S. E.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Critical review of strategies for CO2 delivery to large-scale microalgae cultures</article-title>. <source>Chin. J. Chem. Eng.</source> <volume>26</volume> (<issue>11</issue>), <fpage>2219</fpage>&#x2013;<lpage>2228</lpage>. <pub-id pub-id-type="doi">10.1016/j.cjche.2018.07.013</pub-id>
</citation>
</ref>
<ref id="B204">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhou</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Duan</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Hill</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Barrow</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Dunshea</surname>
<given-names>F.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>Bioactive compounds in microalgae and their potential health benefits</article-title>. <source>Food Biosci.</source> <volume>49</volume>, <fpage>101932</fpage>. <pub-id pub-id-type="doi">10.1016/j.fbio.2022.101932</pub-id>
</citation>
</ref>
<ref id="B205">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhou</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Ji</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Kang</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Lu</surname>
<given-names>B.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>Bio-mitigation of carbon dioxide using microalgal systems: advances and perspectives</article-title>. <source>Renew. Sustain. Energy Rev.</source> <volume>76</volume>, <fpage>1163</fpage>&#x2013;<lpage>1175</lpage>. <pub-id pub-id-type="doi">10.1016/j.rser.2017.03.065</pub-id>
</citation>
</ref>
<ref id="B206">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zu&#xf1;iga</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Levering</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Antoniewicz</surname>
<given-names>M. R.</given-names>
</name>
<name>
<surname>Guarnieri</surname>
<given-names>M. T.</given-names>
</name>
<name>
<surname>Betenbaugh</surname>
<given-names>M. J.</given-names>
</name>
<name>
<surname>Zengler</surname>
<given-names>K.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Predicting dynamic metabolic demands in the photosynthetic eukaryote Chlorella vulgaris</article-title>. <source>Plant physiol.</source> <volume>176</volume> (<issue>1</issue>), <fpage>450</fpage>&#x2013;<lpage>462</lpage>. <pub-id pub-id-type="doi">10.1104/pp.17.00605</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>