Sophie Parsons’s research while affiliated with University of Bath and other places

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Publications (20)


Unit processes considered in this review.
Graph showing the degree to which various countries are represented in reviewed seaweed LCA literature.
Graph showing the macroalgal species represented in reviewed seaweed LCA literature.
Diagram categorising the various methods of seaweed production, specifically ‘grow-out’ phase cultivation methods, in addition to obtaining natural populations of macroalgae.
Graph showing the representation of hatchery (green bars) and grow-out (blue bars) cultivation methods in the reviewed seaweed LCA literature. This includes methodology applied in the main scenarios, as well as those considered in extended sensitivity analyses. Note that in some studies, multiple methods are considered.

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Life cycle assessment of seaweed cultivation and harvesting in Europe and the United States
  • Article
  • Full-text available

September 2024

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90 Reads

Lorraine Amponsah

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Christopher Chuck

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Sophie Parsons

Concerns relating to the potential environmental and land-use impacts associated with terrestrial energy crops have sparked an interest in the alternative use of marine feedstocks, such as seaweed (macroalgae). In contrast to terrestrial crops farming seaweed does not require the input of freshwater or chemical fertiliser and does not compete for land required by food crops. Seaweed remains a largely untapped source of valuable polysaccharides, proteins, fatty acids, and pigments which can be purified, or used as feedstock in the production of platform chemicals. Recently, Life cycle assessment (LCA) has been used to evaluate the potential environmental impacts arising from the use of seaweed feedstocks, predominately in the production of bioenergy. There are a range of different methods which can be used to cultivate and harvest seaweed for further downstream processing. These include land- and tank-based methods, nearshore and offshore cultivation, as well as integrated multitrophic aquaculture. As interest in seaweed cultivation in Europe grows, it is important to understand the associated environmental impacts. To date, a number of LCAs have assessed these different cultivation methods, either in isolation or as part of a wider seaweed biorefining product system. This work aims to bring these studies together—identifying where specific environmental hotspots lie within the cultivation and harvesting processes, and to understand the role of different design aspects. Overall, this review identifies challenges relating to future cultivation system design and LCA methodology.

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Life cycle assessment of a marine biorefinery producing protein, bioactives and polymeric packaging material

October 2023

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98 Reads

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7 Citations

Purpose Algal research has been dominated by the use of marine biomass (mainly microalgae) as feedstock in the production of second-generation biofuels, albeit with limited economic success. A promising alternative strategy is the valorisation of seaweed (macroalgae), with the cascaded extraction of its high-value components, as well as lower-value components further downstream, under the ‘biorefinery concept’. The goal of this study was to assess the environmental performance of one such marine biorefinery situated in the UK. Methods Attributional life cycle assessment (LCA) was conducted on a hypothetical marine biorefinery coproducing fucoidan, laminarin, protein and alginate/cellulose packaging material (target product), from cultivated Saccharina latissima. The functional unit was the production of 1 kg of packaging material. A total of 6 scenarios were modelled, varying in coproduct management methodology (system expansion, mass allocation or economic allocation) and applied energy mix (standard or green energy). Sensitivity analysis was also conducted, evaluating the systems response to changes in allocation methodology; product market value; biomass composition and transport mode and distance. LCA calculations were performed using OpenLCA (version 1.10.3) software, with background processes modelled using the imported Ecoinvent 3.6 database. Environmental impacts were quantified under ReCiPe methodology at the midpoint level, from the ‘Heirarchist’ (H) perspective. Results and discussion The overall global warming impacts ranged from 1.2 to 4.52 kg CO2 eq/kg biopolymer, with the application of economic allocation; 3.58 to 7.06 kg CO2eq/kg with mass allocation and 14.19 to 41.52 kg CO2eq/kg with system expansion — the lower limit representing the instance where green electricity is used and the upper where standard electricity is employed. While implementing the green energy mix resulted in a 67% reduction in global warming impacts, it also incurred a 2–9 fold increase in overall impacts in the categories of terrestrial acidification, human non-carcinogenic toxicity, land-use and terrestrial ecotoxicity. Economic allocation resulted in burden shifting most favourable to the packaging material pathway. Conclusions This study demonstrates that the road to environmental optimisation in marine biorefineries is fraught with trade-offs. From the perspective of LCA — and by extension, the eco-design process that LCA is used to inform — when evaluating such product systems, it serves to strike a balance between performance across a broad spectrum of environmental impact categories, along with having consideration for the nature of energy systems incorporated and LCA methodological elements. Graphical Abstract


Process flow chart for the investigated waste treatment scenarios
Characterisation results for the landfill disposal (LD), syngas production (SP), energy recovery (ER) and mechanical recycling (MR); yellow diamonds show net environmental impacts; and error bars represent 95% confidence levels of the Monte Carlo uncertainty analysis results. a)For better readability, water depletion error bars and net results were scaled down by a factor of 20
Sensitivity analysis results for the waste composition, energy mix, transport distances and avoided production processes compared to the baseline scenario results
Indicative DFG waste compositions
Altered weighted transport distances for the sensitivity analysis
Life cycle assessment (LCA) on waste management options for derelict fishing gear

January 2023

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580 Reads

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17 Citations

Falk Schneider

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Sophie Parsons

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[...]

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Purpose Derelict fishing gear (DFG) is one of the most abundant and harmful types of marine litter that gets increasingly retrieved from the ocean. However, for this novel waste stream recycling and recovery pathways are not yet commonly established. To identify the most suitable waste management system, this study assesses the potential environmental impacts of DFG waste treatment options in Europe. Methods This study applies an attributional life cycle assessment (LCA) to four DFG waste treatment scenarios, namely a mechanical recycling, syngas production, energy recovery and landfill disposal. The scope spans from the retrieval and transport processes to pre- and end-treatment steps until the outputs are sent to landfill or assumed to substitute products or energy. Primary data was collected from retrieval and waste treatment trials in Europe. Contribution, sensitivity and uncertainty analyses were conducted using the LCA software SimaPro and ReCiPe as the impact methodology. Results and discussion The results show that the mechanical recycling and energy recovery achieve the lowest potential environmental impacts. The syngas production and landfill disposal scenario are not environmentally competitive because they require too much electricity, or their avoided production credits were too small to offset their emissions. Unlike the pre-treatment and transport processes, the retrieval and end-treatment processes have a significant impact on the overall results. The transport distances, energy mix and market and technological assumptions are least sensitive, while changes to the waste composition significantly affect the results. Especially a reduced lead content benefits the human toxicity impact potential of the landfill disposal scenario. The uncertainty analysis showed that the results are very robust in nine of twelve impact categories. Conclusions This is the first LCA study that compares waste treatment options for marine litter. The results indicate that a disposal of DFG is hazardous and should be replaced with mechanical recycling or energy recovery. While this may be technologically possible and environmentally beneficial, economic and social factors should also be considered before a final decision is made. To further reduce environmental impacts, marine litter prevention should play a more important role. Graphical abstract


Using techno-economic modelling to determine the minimum cost possible for a microbial palm oil substitute

March 2021

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1,634 Reads

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35 Citations

Biotechnology for Biofuels

Background Heterotrophic single-cell oils (SCOs) are one potential replacement to lipid-derived biofuels sourced from first-generation crops such as palm oil. However, despite a large experimental research effort in this area, there are only a handful of techno-economic modelling publications. As such, there is little understanding of whether SCOs are, or could ever be, a potential competitive replacement. To help address this question, we designed a detailed model that coupled a hypothetical heterotroph (using the very best possible biological lipid production) with the largest and most efficient chemical plant design possible. Results Our base case gave a lipid selling price of 1.81/kgfor 8,000tonnes/yearproduction,thatcouldbereducedto1.81/kg for ~ 8,000 tonnes/year production, that could be reduced to 1.20/kg on increasing production to ~ 48,000 tonnes of lipid a year. A range of scenarios to further reduce this cost were then assessed, including using a thermotolerant strain (reducing the cost from 1.20to1.20 to 1.15/kg), zero-cost electricity (1.12/kg),usingnonsterileconditions( 1.12/kg), using non-sterile conditions (1.19/kg), wet extraction of lipids (1.16/kg),continuousproductionofextracellularlipid(1.16/kg), continuous production of extracellular lipid (0.99/kg) and selling the whole yeast cell, including recovering value for the protein and carbohydrate (0.81/kg).Ifcoproductswereproducedalongsidethelipidthenthepricecouldbeeffectivelyreducedto0.81/kg). If co-products were produced alongside the lipid then the price could be effectively reduced to 0, depending on the amount of carbon funnelled away from lipid production, as long as the co-product could be sold in excess of $1/kg. Conclusions The model presented here represents an ideal case that which while not achievable in reality, importantly would not be able to be improved on, irrespective of the scientific advances in this area. From the scenarios explored, it is possible to produce lower cost SCOs, but research must start to be applied in three key areas, firstly designing products where the whole cell is used. Secondly, further work on the product systems that produce lipids extracellularly in a continuous processing methodology or finally that create an effective biorefinery designed to produce a low molecular weight, bulk chemical, alongside the lipid. All other research areas will only ever give incremental gains rather than leading towards an economically competitive, sustainable, microbial oil.


Prices for common vegetable oils in October 2019 (Source: Indexmundi [35])
Summary of the raw materials amounts and costs.
Summary of lipids price, equipment, utilities cost and raw materials for different bioreactor numbers.
Using techno-economic modelling to determine the minimum cost possible for a microbial palm oil substitute

July 2020

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203 Reads

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1 Citation

Background Heterotrophic single cell oils (SCOs) are one potential replacement to lipid derived biofuels sourced from first generation crops such as palm oil. However, despite a large experimental research effort in this area, there are only a handful of techno-economic modelling publications. As such, there is little understanding of whether SCOs are, or could ever be, a potential competitive replacement. To help address this question we designed a detailed model that coupled a hypothetical heterotroph (using the very best possible biological lipid production) with the largest and most efficient chemical plant design possible. Results Our base case gave a lipid selling price of 1.81/kgfor 8,000tonnes/yearproduction,thatcouldbereducedto1.81 / kg for ~8,000 tonnes / year production, that could be reduced to 1.20 /kg on increasing production to ~48,000 tonnes of lipid a year. A range of scenarios to further reduce this cost were then assessed, including using a thermotolerant strain (reducing the cost from 1.20/kgto1.20 /kg to 1.15 /kg), zero cost electricity (1.12/kg),usingnonsterileconditions( 1.12/kg), using non-sterile conditions (1.19 / kg), wet extraction of lipids (1.16/kg),continuousproductionofextracellularlipid(1.16 / kg), continuous production of extracellular lipid (0.99 /kg) and selling the whole yeast cell, including recovering value for the protein and carbohydrate (0.81/kg).Ifcoproductswereproducedalongsidethelipidthenthepricecouldbeeffectivelyreducedto0.81 /kg). If co-products were produced alongside the lipid then the price could be effectively reduced to 0, depending on the amount of carbon funnelled away from lipid production, as long as the co-product could be sold in excess of $1/kg. Conclusions The model presented here represents an ideal case that which while not achievable in reality, importantly would not be able to be improved on, irrespective of the scientific advances in this area. From the scenarios explored, it is possible to produce lower cost SCOs, but research must start to be applied in three key areas, firstly designing products where the whole cell is used. Secondly, further work on the product systems that produce lipids extracellularly in a continuous processing methodology or finally that create an effective biorefinery designed to produce a low molecular weight, bulk chemical, alongside the lipid. All other research areas will only ever give incremental gains rather than leading towards an economically competitive, sustainable, microbial oil.


Using Techno-Economic Modelling to Determine the Minimum Cost Possible for a Microbial Palm Oil Substitute

July 2020

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5,211 Reads

Background Palm oil is the most commonly used crop oil worldwide, and is used predominantly for food, in the chemical industry and for biofuels. It is mainly cultivated in areas with biodiverse and carbon-rich rainforest which has given rise to large increases in greenhouse gas (GHG) emissions and significant impacts to biodiversity. There is therefore substantial interest in finding an alternative to palm oil. Heterotrophic single cell oils (SCOs) are one potential replacement as these are able to mimic the lipid profile of palm oil in a way that other terrestrial and exotic crop oils cannot. But, despite a large experimental research effort in this area, there are only a handful of techno-economic modelling publications. As such, there is little understanding of whether SCOs are, or could ever be, a potential competitive replacement to palm oil. To help address this question we designed a detailed model that coupled a hypothetical heterotroph (using the very best possible biological lipid production) with the largest and most efficient chemical plant design possible. Results Our base case gave a lipid selling price of 2.01/kgfor 8,000tonnes/yearproduction,thatcouldbereducedto2.01 / kg for ~8,000 tonnes / year production, that could be reduced to 1.54 /kg on increasing production to ~48,000 tonnes of lipid a year. A range of scenarios to further reduce this cost were then assessed, including using a thermotolerant strain (reducing the cost from 1.54/kgto1.54 /kg to 1.47 /kg), zero cost electricity (1.48/kg),usingnonsterileconditions( 1.48/kg), using non-sterile conditions (1.05 / kg), wet extraction of lipids (1.48/kg),continuousproductionofextracellularlipid(1.48 / kg), continuous production of extracellular lipid (0.76 /kg) and selling the whole yeast cell, including recovering value for the protein and carbohydrate (1.14/kg).Ifcoproductswereproducedalongsidethelipidthenthepricecouldbeeffectivelyreducedto1.14 /kg). If co-products were produced alongside the lipid then the price could be effectively reduced to 0, depending on the amount of carbon funnelled away from lipid production, as long as the co-product could be sold in excess of $1/kg. Conclusions The model presented here represents an ideal case that which while not achievable in reality, importantly would not be able to be improved on, irrespective of the scientific advances in this area. From the scenarios explored, however, it should still be possible to produce lower cost SCOs, but research must start to be applied in three key areas, firstly designing products where the whole cell is used, displacing products that contain palm oil rather than attempting to produce an exact refined palm oil substitute. Secondly, further work on the product systems that produce lipids extracellularly in a continuous processing methodology or finally that create an effective biorefinery designed to produce a low molecular weight, bulk chemical, alongside the lipid. All other research areas will only ever give incremental gains rather than leading towards an economically competitive, sustainable, microbial oil.


Chemicals from lignocellulosic biomass: A critical comparison between biochemical, microwave and thermochemical conversion methods

May 2020

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3,028 Reads

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77 Citations

The past decades have seen an increasing interest in developing pathways to produce bio-based chemicals from lignocellulosic biomass and organic waste as renewable resources. Using biomass as a source of chemical building blocks is critical to a future sustainable chemical industry. The successful development of bio-chemicals will also have a profound impact in terms of the innovations of new polymers and materials, new solvents, and new bio-active compounds. This article provides a broad review of conventional thermal heating, microwave processing, and biochemical processing for the production of value-added bio-based chemicals. The potentially important but currently little exploited microwave-assisted processes are given particular attention and the microwave-specific, non-thermal effects are explored. The comparative merits of different approaches are evaluated from the techno-economic and environmental perspectives. The opportunities of integrated biorefineries are articulated, with the aim to actualize carbon-efficient valorization of lignocellulosic biomass and organic waste for synthesizing an array of products.


Saltwater based fractionation and valorisation of macroalgae

April 2020

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204 Reads

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11 Citations

BACKGROUND Macroalgae are gaining increasing interest as an important biomass feedstock. Yet when valorising marine biomass, the presence of salt can pose a substantial obstacle to the effectiveness of downstream biological and chemical processes, as well as the engineering infrastructure required. Accordingly, dewatering, washing and drying are often considered the first and crucial primary steps in processing marine biomass such macroalgae. The high costs of these processes can make further marine biorefinery commercialisation prohibitive. This investigation assesses simple pre‐treatments for macroalgal biomass in saltwater, thereby reducing the freshwater footprint, and removing the need for an energy‐intensive washing and drying stage. RESULTS Using acid and basic catalysts, the carbohydrate and soluble protein components were fractionated into a soluble aqueous phase, for further fermentation and a solid phase suitable for hydrothermal liquefaction. The presence of saltwater was found to aid the fractionation process, solubilising more of the biomass. The use of H2SO4 produced more monosaccharides, whereas NaOH solubilised higher levels of biomass at lower temperatures. The aqueous phase was demonstrated to be suitable for biological processing with the salt tolerant yeast Metschnikowia pulcherrima, and the residual solids suitable for processing via hydrothermal liquefaction. CONCLUSION By contrast with existing pre‐treatment strategies, we demonstrate that an entirely salt‐based biochemical conversion route is a potentially viable option. For the first time this work demonstrates that, rather than a hindrance, the presence of saltwater can be advantageous, and could provide an alternative, more cost‐effective pathway to achieving a successful macroalgal‐based biorefinery.


The viability and desirability of replacing palm oil

March 2020

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661 Reads

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84 Citations

Nature Sustainability

The expansion of palm oil cultivation in recent decades has led to substantial increases in greenhouse gas emissions and biodiversity loss from carbon-rich tropical forest. Because of this, there is increased focus on replacement of palm oil in industrial and consumer products. Plant oils like rapeseed and sunflower oil, exotic oils such as coconut oil and shea butter, and microbial single cell oils have been suggested as potential replacements. Here, we review each of these options from a technical, environmental and economic perspective, including the option to improve the sustainability of existing palm oil cultivation practices. Increasing concerns about the impacts of palm oil cultivation have led to a growing focus on how to replace palm oil in commercial applications. This Perspective analyses replacement options—from a technical, environmental and economic angle—and how to make current cultivation practices more sustainable.


Coproducts of algae and yeast-derived single cell oils: A critical review of their role in improving biorefinery sustainability

January 2020

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97 Reads

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64 Citations

Bioresource Technology

Oleaginous microalgae and yeast are of increasing interest as a renewable resource for single cell oils (SCOs). These have applications in fuels, feed and food products. In order to become cost competitive with existing terrestrial oils, a biorefinery approach is often taken where several product streams are valorised alongside the SCO. Whilst many life cycle assessment (LCA) and Techno-economic (TEA) studies have employed this biorefinery approach to SCO production, a systematic analysis of their implications is missing. This review evaluates the economic and environmental impacts associated with the use of coproducts. Overall, protein production plays the greatest role in determining viability, with coproduct strategy crucial to considering in the early stages of research and development.


Citations (17)


... Additionally, the exploitation of marine biomass represents a distinctive opportunity to address global energy demands sustainably. By harnessing a broad spectrum of marine organisms, including microalgae and macroalgae, marine biorefineries can contribute to the sustainable production of biofuels and high-value bioproducts, thereby advancing the global energy transition [37][38][39][40] . ...

Reference:

Life-cycle assessment of three biorefinery pathways across different generations
Life cycle assessment of a marine biorefinery producing protein, bioactives and polymeric packaging material

... Since no primary data concerning waste treatment technology were available, the related information was drawn from secondary sources to allow the completion of the model. We are aware that such limitations might increase the model uncertainty, as it has been widely demonstrated that having information consistent with the waste management system allows for more accurate results (Arfelli et al., 2024a;Dangi et al., 2023;Schneider et al., 2023). However, although the use of secondary data may represent a limitation for an LCA study, as it affects the uncertainty associated with the results, it is reiterated that the purpose of the study is not solely to quantify the environmental impact, but to identify the waste flows that represent environmental hotspots and on which efforts should be focused when developing policies aimed at improving the sustainability of the system. ...

Life cycle assessment (LCA) on waste management options for derelict fishing gear

... Glucose is widely used in biotechnology, the food, pharmaceutical, and cosmetic industries, serving as an important raw material for the production of alcohols, organic acids, proteins, and enzymes [1,2]. Over the past few decades, its role in biotechnology has significantly increased, particularly with the development of bioethanol production [3]. The price of glucose has shown mild fluctuations and slight decreases over the years for both import and export markets. ...

Using techno-economic modelling to determine the minimum cost possible for a microbial palm oil substitute

Biotechnology for Biofuels

... In terms of material efficiency, the high S/V ratio of TLC reactors means they have a much lower water footprint compared to OPRs 67,85 and with the recirculation of the media roughly 90.0% of the water can be continuously re-utilized. 53 The ability of the algae biorefineries to sequester massive quantities of CO 2 150, which is a scale financially not sustainable for scenarios 2 and 3. In reality, algae CO 2 sequestration is limited by its biochemistry and environmental factors to around 2 g CO2 /g biomass . ...

Using techno-economic modelling to determine the minimum cost possible for a microbial palm oil substitute

... Kompleksitas struktur biomassa dan berbagai jalur reaksi pirolisis, ratusan senyawa organik terdapat dalam keluaran cairan kompleks yang secara kolektif disebut minyak pirolisis (atau bio-minyak), dan mengandung bahan kimia bernilai tambah yang rendah dengan penambahan katalis dapat meningkatkan nilai tambah dari hasil pirolisis (Yu et al., 2021). Beberapa metode pirolisis yang dapat di lakukan dalam pembuatan asap cair yaitu metode pirolisis cepat dan metode pirolisis lambat (Grewal, Abbey and Gunupuru, 2018). ...

Chemicals from lignocellulosic biomass: A critical comparison between biochemical, microwave and thermochemical conversion methods

... However, even without acid addition inhibitors can be formed and reduce the bioH 2 production at temperatures higher exceeding 100 C [12]. The effect of using seawater to enhance the carbohydrate solubilisation from macroalgae and the impact on marine and halotolerant yeasts has also been evaluated [7,24]. These studies indicate that seawater has a potential as extractant for improving the sugar release and, consequently, increasing bioH 2 production from seaweed without increase in hydrolysis temperature. ...

Saltwater based fractionation and valorisation of macroalgae

... One of the vegetable oils that is a competitor to CPO is sunflower oil (Parsons et al., 2020). Pricing competition between vegetable oil commodities has triggered global trade conflicts among vegetable oils, affecting the competitiveness of the CPO industry (Hamulczuk et al., 2021). ...

The viability and desirability of replacing palm oil
  • Citing Article
  • March 2020

Nature Sustainability

... Furthermore, the residual biomass left after lipid extraction can be repurposed for a variety of applications, such as the production of animal feed, fertilizers, or even higher value co-products like nutraceuticals and cosmetics. 46 This diversification of revenue streams can enhance the economic viability of microalgae-based biorefineries, making them more attractive for large-scale commercial deployment. Figure 1. ...

Coproducts of algae and yeast-derived single cell oils: A critical review of their role in improving biorefinery sustainability
  • Citing Article
  • January 2020

Bioresource Technology

... Fermentation systems enable waste valorization, resource efficiency, and diverse applications but face challenges related to feedstock availability, process optimization, downstream processing, and market acceptance [111,112]. Despite their advantages and criticalities, these technologies contribute to the CE by promoting sustainable practices, reducing waste, and enabling efficient resource utilization in various fields [113]. Continued research and development efforts are essential to overcome the criticalities and maximize the potential of these technologies in the CE. ...

Sustainability and life cycle assessment (LCA) of macroalgae-derived single cell oils
  • Citing Article
  • May 2019

Journal of Cleaner Production

... (Santamauro et al. 2014). Moreover, Metschnikowia could produce a food-grade oil or lipids which is crucial in food manufacturing (Abeln et al. 2019). However, those findings also emphasized the significance of regulated culture conditions because growth and production potential are strain dependent (Abeln et al. 2019;Santamauro et al. 2014). ...

Lipid production through the single-step microwave hydrolysis of macroalgae using the oleaginous yeast Metschnikowia pulcherrima
  • Citing Article
  • March 2019

Algal Research