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Erschienen in: The International Journal of Life Cycle Assessment 12/2023

Open Access 11.10.2023 | LCA OF WASTE MANAGEMENT SYSTEMS

Regional management options for floating marine litter in coastal waters from a life cycle assessment perspective

verfasst von: Rose Nangah Mankaa, Marzia Traverso

Erschienen in: The International Journal of Life Cycle Assessment | Ausgabe 12/2023

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Abstract

Purpose

Despite the increasing number of publications focusing on the management of marine plastic debris, most research is carried out using an upstream perspective, focused on sources and pathways of marine litter accumulation, as well as actions to prevent plastics from entering the environment. The aim of this paper is therefore to investigate a combination of waste management technologies for marine litter in order to inform decision-making on environmental impact hotspots at regional level.

Method

A study of the North Sea German Bight identified existing technologies suitable for the collection and treatment of floating marine debris including, recycling of plastics, mechanical biological treatment (MBT), and landfilling. Processing data for reported marine litter compositions in the region are used to inform the modelling of a waste management strategic plan (WMSP) aimed at valorising various fractions. Hence, collected floating marine litter is separated into derelict fishing gear (DFG) and mixed marine litter (MML) which are sent respectively to a recycling plant for plastic granulates production and to an MBT plant for recovery of metals and electricity generation. Environmental impacts of the WMSP are evaluated using the Life Cycle Assessment methodology and compared with incineration considered as the prevalent waste scenario.

Results and discussion

As partly expected, the LCA results reveal higher environmental performance in all impact categories for the incineration scenario. In particular, the WMSP contributes to Global Warming Potential (GWP) more than 10 orders of magnitude less than the incineration scenario. However, the breakdown of results related to the WMSP indicates the highest contribution to environmental impacts attributed to electricity and heat generation from refused-derived fuel and emissions at the combined heat and power plant, as well as electricity and diesel consumption. Lowest contributions are attributed to the recycling plant. The sensitivity analysis revealed low contributions to GWP if plastic debris such as DFG is diverted to recycling while toxicity-related categories are improved by efficient metal and energy recovery at the MBT plant.

Conclusion

Findings of this study show that no single treatment method is enough rather a combination of different treatment pathways should be designed considering the composition and properties of accumulated marine litter in a specific area. However, recovering plastic litter and diverting useful materials from waste-to-energy to recycling improve the environmental performance. Reviews suggest inclusion of valorisation treatment options in future WMSPs of marine litter such as plastic-to-fuel technologies.
Hinweise
Communicated by Matthias Finkbeiner.

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

1 Introduction

Plastic pollution in the marine environment stems from diverse sources, including poorly managed plastic waste along coasts and inland areas, lost fishing gear, and primary microplastics. Most originate from land-based sources, primarily transported by rivers and streams. According to The Economist (2018), almost 90% of the plastic debris found in the marine environment is transported by ten primary river systems, predominantly located in Asia (eight rivers) and Africa (the Nile and Niger). Macroplastics have been identified as the main contributor to marine plastic pollution, with land-based sources responsible for over 80% of total quantities (The Economist 2018; Lebreton et al. 2017). Various regional factors, such as population density, industrial activities, and tourism, influence the distribution of plastic debris in the oceans. Moreover, regional policies and regulations, including waste management strategies and initiatives to reduce plastic usage, can also impact the amount of plastic entering the marine environment.
The latest figures provided by Plastics Europe (2022) and the OECD (2022) indicate that global plastics production reached 390.7 million tons in 2021, driven by economic and demographic growth. The global community urgently needs to address marine plastics as plastics production is expected to triple by 2060, and an estimated 3% will eventually end up in the marine environment, corresponding to 11 million tons of plastics each year (Boucher and Billard 2019; UN Environment 2017).
In addition to land-based sources, ocean-based waste sources significantly contribute to marine pollution. Approximately 1.15 Mt/year of fishing gear, constituting 20% of the total, and 600 kt/year of shipping waste find their way into the sea due to accidents, bad weather conditions, and intentional dumping (Eunomia 2016; GESAMP 2019). The marine environment in Europe receives over 11,000 tons of abandoned, lost, and discarded fishing gear per year as well as 0.6 million tons of microplastics from the fishing industry (Boucher and Friot 2017; GESAMP 2019).
A comprehensive literature review conducted by Rochman et al. (2016) found that over 82% of the demonstrated impacts of marine debris were explicitly associated with plastic pollution, primarily observed at sub-organismal levels and attributed to plastic ropes, straws, and fragments larger than 1 mm.
The impacts of accumulated plastic debris in the marine environment include physical, chemical, and biological effects. Marine animals and organisms are entangled leading to injury, trapped or drowned, while ingestion can also procure physical injury, gut obstruction, or indigestible material, and toxic chemicals accumulation, ultimately leading to death (Law 2017; Smith et al. 2018). The accumulation of debris lead to the formation of new anthropogenic habitats colonized by microorganisms and microbiota and can destroy the foundational skeleton of coral reefs while the buoyancy of the debris facilitates rafting and transportation of marine organisms, including non-native and invasive species (Gall and Thompson 2015; Niaounakis 2017). Chemical impacts stem from the release of toxic substances from marine debris into the environment from where they are likely to enter the food chain and the adsorption of persistent organic pollutants (POPs) and other persistent, bio accumulative, and toxic substances (PBTs) on the surfaces provided by marine plastics ( Pawar et al. 2016; Rochman 2015). In the latter, ingestion of the plastics transfers the toxic substances into marine organisms, biologically affecting their molecules (Rochman et al. 2016; Teuten et al. 2009).
At end-of-life, plastic products accumulate as waste which need to be managed somehow. In 2016, it is estimated that around 260 million tons of mixed plastic waste were generated worldwide of which only 16% are recycled, mostly converted into recycled plastic resins that can be used to manufacture new plastic products while a small fraction of less than 1% is chemically converted into virgin feedstock in the form of plastic monomers (Hundertmark et al. 2018). The largest share however is disposed of at landfills with 104 million tons (or 40%) or incineration for energy recovery with 65 million tons (or 25%). In addition, a considerable share of around 49 million tons of mixed plastic waste (or 19%) remains unmanaged, either in uncontrolled dumping sites or as direct or indirect leachates to the environment (Hundertmark et al. 2018). Parts of this mismanaged waste fraction finally end up as marine plastic debris in the world’s oceans.
In Europe, recycling rates surpassed that of landfilling for the first time in 2016, following a constant increase over the last decade. Likewise, energy recovery increased from a share of around 29% in 2006 to a share of around 42% in 2020. However, landfilling is still the first or second option of plastic waste treatment in many countries in Europe (Plastics Europe 2022).
Preventive measures are imperative to mitigate the entry of plastic waste into the marine environment. In their “Action plan for the Circular Economy”, the European Commission implemented a waste hierarchy in which the prevention of products and materials from becoming waste for as long as possible was set as the key step to achieve the goal of a circular economy (European Commission 2015). Waste that cannot be avoided should be turned into a resource, first through reuse, followed by recycling or as a last option with the help of energy recovery. All these options are favoured over landfilling, which shall be avoided in any case.
Plastics waste is one of the main focus of the Action Plan (European Commission 2015) consolidated by the adoption of the EU Plastics Strategy in 2018, identifying a pioneering set of measures explicitly tailored to address the challenges posed by plastics, hence a trajectory toward realizing a transformative concept called the ‘new plastics economy’ (European Commission 2019; Gionfra et al. 2020). Embedded within the Plastics Strategy is the aspiration for the comprehensive integration of principles encompassing ‘the design and production of plastics and plastic products in full respect of reuse, repair and recycling’ while concurrently advocating for the development and propagation of more environmentally sustainable materials (Penca 2018).
Most of the measures are expected to positively affect the marine environment as they decrease the creation of plastic litter needed to be disposed of. In this respect, they can be seen as reinforcing the link between existing legislations, Marine Strategy Framework Directive (Directive 2008/56/EC), which requires the monitoring and reduction of marine litter, and Waste Directive (Directive 2008/98/EC), which sets out the principles of waste management, including the waste management hierarchy. Widely supported by scientific findings, the waste management hierarchy implies that the higher the hierarchy, the more cost-effective the measures. Efficient production and consumption models are commendable, as they reduce the marine debris problem closer to the source (Penca 2018).
Despite explicit prioritization within the EU waste hierarchy, the relatively limited efforts to in curbing waste generation and in promoting material reuse resulted in the Commission taking a strong commitment to tackle single-use plastics introducing Directive 2019/904 (Baldassarre and Saveyn 2023; Kiessling et al. 2023; Milanović et al. 2023). The Directive covers some measures, including banning certain items commonly found on beaches, such as straws, cutlery and food packaging, and introducing extended producer responsibility measures, mandatory labeling, and product design requirements (Penca 2018). As only certain single-use plastics fall within the scope of the Directive, it was essential to assess the potential effectiveness of these measures in reducing plastic litter in the environment and to identify possible shortcomings in the legislation (Kiessling et al. 2023).
The second Circular Economy Action Plan, introduced in 2020, is a proactive response to this context, recognizing the imperative to foster innovative business models and reassess established approaches within value chains. The European Commission undertook key initiatives aligned with this objective, exemplified by creating the Circular Plastics Alliance. In addition, a concerted effort is being made to invigorate new business paradigms by integrating targets related to reuse and refilling strategies in the proposal for a Regulation on packaging and packaging waste (European Commission 2022). Concurrently, the Commission is driving focused actions aimed at prolonging product lifecycles. This includes concrete measures within the realm of plastics, mandating recycled material content and addressing microplastics, as well as biologically and biodegradably sourced plastics.
This is particularly relevant in the case of marine plastics, due to the fact that an instantaneous halt to inflow of plastics into the oceans will not address the already accumulated marine plastic waste expected to endure for generations (Gerke et al. 2016). Therefore, alongside proactive prevention endeavours, it is equally crucial to develop environmentally sustainable downstream solutions for managing the plastic waste already accumulated in the marine ecosystem, continuously improving the pathways for further utilization or valorisation. It can be generally observed that many existing initiatives that aim to collect accumulated marine debris from the environment do not consider an appropriate strategy for the treatment of collected material downstream. Thus, in many cases, the collected material was disposed of in landfills. However, to enable effective downstream handling of marine litter, identification and classification methods have been developed (Armitage et al. 2022; Cocking et al. 2022; Owens et al. 2022; UN ESCAP 2022).
For those approaches which do consider downstream pathways for collected marine debris apart from disposal, mechanical recycling, reuse, energy recovery options, and to a lesser degree chemical recycling have been adopted (Amesho et al. 2023). Mechanical recycling is well-established technique for single polymer waste with good while different types of plastic waste are used as an additive in asphalt to provide unique properties such as hardness, viscosity temperature susceptibility. In particular, HDPE-modified binder in asphalt mix has enhanced the resistance against permanent deformation in the pavement industry (Hahladakis et al. 2020; Rahman et al. 2020). Chemical recycling of marine PET plastic is enhanced due to depolymerization induced by the marine environment while fuel production from marine plastics recently analyzed by several researchers indicate good environmental performances though facing yield challenges related to various operating conditions, reactor types and catalyst (Hussein et al. 2021; Peña-Rodriguez et al. 2021). Advanced incinerators coupled with combined heat and power plants have proved to be environmentally friendly and have low impacts on human health. Moreover, Refuse Derive Fuel (RDF) from plastic waste is compatible with EU waste-to-energy strategy and Paris Agreement (Hahladakis et al. 2020). The main challenges of these recycling methods are analyzed on the basis of economy, efficiency, and environment. Among all these methods, gasification and pyrolysis are proven to be the most efficient and environmentally friendly (Salahuddin et al. 2023; Solis and Silveira 2020; Xayachak et al. 2023).
The recycling of DFG such as fishing nets, fragments, and the remaining plastic debris followed by the production of RDF to enhance the calorific value of the material for later energy recovery are prevalent practices. The RDF treatment option was introduced as part of a practical approach toward the management of accumulated marine debris in South Korea. It was observed that RDF from marine debris shows a higher calorific value than land debris due to the high plastic content and the increased carbon and hydrogen content as a result of the residence time in sea water. In Germany, as in many other European countries, RDF production from residual waste streams gained more attention in recent years, as it shows benefits over direct waste incineration in many cases and thus represents a useful supplement to a sustainable waste management strategy (Abeliotis et al. 2012; Cherubini et al. 2009).
For the above-mentioned downstream treatment of collected marine debris, an evaluation of the performance of proposed waste management strategies to identify associated benefits and drawbacks is often missing, particularly in view of environmental impacts. Scagnetti and Lorenz (2022) developed a theoretical framework for incorporating plastic leakage from marine plastic packaging into LCA models, specifically focusing on marine plastic pollution, arguing that the current practice of excluding plastic leakage from LCA models underestimates the environmental impact of plastic packaging. Moreover, process-related data on currently established and developed technologies are limited, as well as their environmental performance using robust methodologies such as Life Cycle Assessment (LCA) (Liu et al. 2022; Schneider et al. 2018, 2023; Veksha et al. 2022). Schneider’s 2023 study, for instance, focused on addressing the environmental challenges associated with derelict fishing gear (DFG) as a prominent marine litter category, using LCA to evaluate various waste management options adapted to the European context. The study demonstrated the positive environmental outcomes of mechanical recycling and energy recovery compared to the detrimental effects of syngas production and landfill disposal. Similarly, Veksha’s investigation delved into a lab-scale recycling process for plastic marine litter. The LCA emphasized environmental benefits by avoiding raw material extraction, with multi-walled carbon nanotubes (MWCNTs) synthesis leading in benefits, followed by pyrolysis oil. The research proposes PET sorting followed by thermochemical treatment for oil and MWCNTs as a viable and scalable approach for effective waste management (Veksha et al. 2022). These studies underscore the importance of comprehensive assessments to guide effective waste management solutions for marine litter, bridging the gap between technological innovation, environmental considerations, and real-world applicability.
However, a comprehensive and in-depth waste management concept specifically tailored to the unique properties of marine plastic waste, distinct from non-marine plastic waste, is still lacking (Cañado et al. 2022). Hence, this study aims to enhance the understanding of the environmental aspects related to managing marine plastic debris from a downstream perspective. Specifically, it focuses on identifying the challenges and opportunities related to the treatment of plastic debris accumulated in the German Bight within the North Sea. To address these issues, a Waste Management Strategic Plan (WMSP) is designed and evaluated using the Life Cycle Assessment (LCA) methodology. This comprehensive approach provides practical strategies for managing marine plastic pollution and promoting sustainable practices.

2 Methodology

2.1 Waste management strategic plan for floating marine litter in the German bight

In this work, a Waste Management Strategic Plan (WMSP) for accumulated floating marine litter is designed based on a comprehensive literature review of the German Bight (Fig. 1) and assessed according to the LCA methodology, comparing environmental impacts against a baseline scenario.
The German Bight, situated in the south-eastern part of the North Sea, encompasses an extensive area of 77,000 km2, with 33,000 km2 corresponding to the Wadden Sea (Höpner 1989). This region is characterized by high population density and significant industrialization, including shipping, fishing, offshore oil and gas operations, offshore wind farms, and recreational facilities, hence contributing to a significant amount of plastics in the marine environment (Andersen et al. 2013; Öko-Institut e.V 2011; Umweltbundesamt 2010). The beaches along the North Sea feature an average amount of 712 pieces of litter per 100-m beach stretch, resulting in an annual input of approximately 20,000 tons of waste into the North Sea and the total accumulation of up to 600,000 m3 of waste on the seafloor (Umweltbundesamt 2010; Van Franeker et al. 2004).
Unlike the global scenario, marine plastic pollution in the North Sea can predominantly be attributed to maritime activities due to the region’s extensive shipping and fishing practices. It is estimated that approximately 70,000 m3 of waste enters the North Sea through these pathways coupled, to a lesser degree, with land-based inputs through large rivers Ems, Weser, and especially river Elbe.
The WMSP is designed considering a collection facility positioned at the mouth of river Elbe to intercept plastic litter from both land- and sea-based activities prior to reaching the oceans. Due to extensive shipping and fishery activities in the German Bight, a treatment pathway for derelict fishing gear has to be foreseen in any marine litter management strategy in that area. In addition, a treatment pathway is needed to handle the remaining mixed waste made up of wood, glass, metal, paper, and organics, prioritizing the production of high calorific Refused Derived Fuel (RDF) as a more practical solution than the challenging and economically non-feasible separation into single materials for further utilization due wet nature and small fluctuating quantities of the various fractions (Basurko et al. 2015; Jung et al. 2010; Schneider et al. 2018).
In proximity of the selected collection site, a specialized recycling plant for nets and other fishing related wastes and a mechanical–biological treatment plant (MBT) were identified. Discarded fishing nets and ropes, from the port and fishermen, are sent to the recycling plant while the MBT plant currently receives residual waste streams from private households and the commercial sector as well as industrial wastes. After shredding, screening, and biological stabilization, useful products such as ferrous and non-ferrous metals or recyclable plastics and rubber are recovered. The high-calorific fraction is used to produce RDF for the combined power and heat plant (CHP).
In the WMSP under study (Fig. 1), collected floating marine litter is manually separated into derelict fishing gear (DFG) and mixed marine litter (MML). The two fractions are subsequently stored in sea containers and shipped to nearby harbours. The DFG fraction is sent to the identified recycling plant where the waste is cleaned, sorted, and processed into plastic granulates used to substitute virgin granulates in plastic production. The MML fraction is sent to the MBT plant and converted into RDF for the combined power and heat plant (CHP) and useful products such as metals. The remaining solid residues are then disposed of in a landfill.

2.2 Life cycle assessment

LCA is a standardized methodology according to ISO 14040 and ISO 14044 (ISO 2006a, b). It implemented following four phases: goal and scope definition, life cycle inventory (LCI), life cycle impact assessment (LCIA), and interpretation of the results. In the following sections, the implementation of the phases of LCA to the designed WMSP is described and reported in detail.

2.2.1 Goal and scope definition

The main goal is to identify the advantages of a fraction specific treatment of the collected marine debris as opposed to common practice which is identified as incineration. Hence, the analyzed scenarios are the following: (i) Scenario 0 (baseline scenario), collected marine litter sent to incineration; and (ii) Scenario 1, collected marine litter treated in the WMSP System represented in Fig. 1.
As illustrated by the shaded area of Figs. 2 and 3, the system boundaries of both scenarios include the transportation of marine litter, by sea and by land and waste treatment at the selected facilities. Excluded in both scenarios is the collection of marine litter which is assumed to be the same for both scenarios.
The functional unit is the treatment of 1 ton floating marine litter from the German Bight which, besides plastics, contains other debris such as wood, metals, and glass. This is aimed at addressing in a comprehensive way the marine litter problem as opposed to extracting single products.
To ensure technological, temporal, and geographical representativeness, primary data is required from the processes included in Scenario 1. For the baseline scenario (Scenario 0), only secondary datasets from Ecoinvent database (ver. 3.9) were used to model the incineration of the different components of collected marine litter.
Identified relevant impact categories for waste management (Cleary 2009) are assessed including Global Warming Potential (GWP100, excluding biogenic carbon), Acidification Potential (AP), Photochemical Ozone Creation Potential (POCP), Human Toxicity Potential (HTP, cancer and non-cancer), Cumulative Energy Demand (CED, renewable and non-renewable), and Marine Aquatic Ecotoxicity Potential (MAETP).
Some general assumptions due to data gaps and limitations were made mainly related to marine debris composition and lower heating value of the resulting RDF. Floating marine litter is only available in item counts surveyed from ships or sampled with neuston nets. Weight-based composition from beach litter monitoring at three different sites in the study area (Heneman 1988) is therefore considered representative of floating marine litter. The composition of beach litter from this study was adapted assuming lower shares of glass and metals as they will likely sink to the seafloor (Gutow et al. 2018) (Table 1).
Table 1
Input to Scenario 1 for 1 t collected marine litter
Fraction
Material
Mass
Share
Derelict fishing gear (DFG)
Plastic fishing gear (e.g. nets, trawls, ropes, fragments)
100 kg
100%
Mixed marine litter (MML)
Plastic (bottles, bags, and fragments)
215 kg
23.9%
Glass
40 kg
4.4%
Metal
5 kg
0.6%
Wood
600 kg
66.7%
Other (e.g. paper, carton, organic matter)
40 kg
4.4%
The existing MBT plant receives domestic, commercial, and to some extent industrial wastes from regional and trans-regional sources. Estimates based on the difference in composition between this regular feedstock and the MML fraction were made to derive outputs of RDF, useful products, solid residues, and wastewater. Furthermore, related data on composition, lower heating value (LHV), recovery rates, and mass losses during biological drying of the respective material components were adapted from an existing LCA study (Consonni et al. 2005a) as reported in Table 2. The resulting numbers were further scaled up to the total waste input of the MBT plant of 239,584 tons in 2016, defined as the reference input of the plant.
Table 2
RDF composition from MML fraction delivered at the MBT plant in Scenario 1
Material
Input to MBT (kg)
Material recovery (kg)
Waste to landfill (kg)
Waste water (kg)
RDF output (kg)
LHV (MJ/kg)
Plastic
215
5.38
5.38
0
204.25
26.18
Wood
600
0
32.04
66
501.96
13.87
Metal
5
2.4
2.4
0
0.2
-0.122
Glass/inert material
40
0
38
0
2
-0.061
Paper/cardboard
10
0
0.59
0.7
8.74
13.22
Organic matter
30
0
8.13
10.5
4.74
1.719
Total
900
7.78
86.54
77.2
721.89
17.22 (mean of RDF)
The mean LHV of the RDF considered in this study is the weighted average of the LHV of the different material components (See Table 2). The negative LHV of glass and metal results from the heat required to vaporize their moisture. The values reported for energy generation at the CHP plant are adapted to the marine litter feedstock based on the calculated LHV and the scaled-up quantity of produced RDF.
Allocation is applied to the various waste streams supplied from different transregional sources and treated at the MBT plant. A mass allocation is selected for the different waste fractions delivered at plant, while energy content allocation is used for RDF treated at the CHP from suppliers other than the MBT plant under study.

2.2.2 Life cycle inventory

In Scenario 0, the quantities of the different material components included in the collected marine litter are used as inputs to material specific incineration models (Table 3). For the transportation of collected marine litter to the considered incineration site, it is assumed that from the collection site to the nearby port transport is by barge then by truck to the nearest incineration site.
Table 3
Selected processes in Ecoinvent ver. 3.9 to model Scenario 0
Process stage
Process/material
Unit
Quantity
Ecoinvent process
Transportation
Transport for marine debris (sea)
tkm
55
Transport, barge ship, bulk, 350t, 50% LF, default/GLO Mass
Transport for marine debris (road)
tkm
100
Transport, freight, lorry 16–32, metric ton, EURO 5 {GLO}│market for│APOS,U
Incineration
Wood
kg
600
Waste incineration of untreated wood (10.7% water content), EU-27
Plastic (incl. DFG)
kg
315
Waste incineration of plastics (unspecified) fraction in municipal solid waste (MSW) EU-27
Glass/inert material
kg
40
Waste incineration of glass/inert material EU-27
Metals
kg
5
Waste incineration of ferro metals, EU-27
Paper/Cardboard
kg
10
Waste incineration of paper fraction in municipal solid waste (MSW), EU-27
Organic matter
kg
30
Waste incineration of biodegradable waste fraction in municipal solid waste (MSW), EU-27
For Scenario 1, process operation data were obtained at the DFG Recycling Plant and MBT plant including energy consumption, fuel, production rates, energy output, emissions, and solid residues (Tables 4 and 7 in Appendix). For the transportation of recovered marine litter, the containers with the DFG fraction are transported 300 km by barge to the port and then 70 km by truck to the identified recycling plant. The MML fraction is transported 55 km by barge ship to a port, then 70 km by truck to the MBT plant. According to the adapted RDF composition presented in Table 2, 173,410 tons of RDF are produced and sent to the CHP plant based on the input of 239,584 tons reported for the MBT plant in 2016. In addition, 639 tons of aluminium and 1431 tons of mixed plastics are recovered and sent to various recycling facilities. The remaining 20,715 tons of inert wastes and 2164 tons of biodegradable organic wastes are disposed of at landfills. In addition, wastewater is treated in a designated sewage treatment plant. Data on emissions of compressed natural gas (CNG) heavy-duty vehicles was extracted from literature (Quiros et al. 2017, 2016) to model natural gas-powered trucks used to transport the cylindrical containers filled with RDF to the CHP plant.
Table 4
Inventory of Scenario 1 related to 1 t total marine litter treated: 900 kg MML and 100 kg DFG
Facility
Flow
Unit
Value
Selected process in SimaPro
Inputs
MBT plant
Diesel
MJ
74.64
Energy, from diesel burned in machinery/RER Energy
Natural gas
kWh
37.67
Natural gas, high pressure {DE}│market for│APOS, U
Electricity
kWh
29.25
Electricity, medium voltage {DE}│market for│APOS, U; Electricity, high voltage {DE}│heat and power co-generation, biogas, gas engine│APOS, U
Transport for MML (Ship)
tkm
49.5
Transport, barge ship, bulk, 350t, 50%LF, default/GLO Mass
Transport for MML (Truck)
tkm
63
Transport, freight, lorry 16–32, metric ton, EURO 5 {GLO}│market for│APOS, U
CHP plant
Hard coal
kWh
65.52
Hard coal {WEU}│market for│APOS, U
Natural gas
kWh
4.79
Natural gas, high pressure {DE}│market for│APOS, U
Heating oil
kWh
25.98
Light fuel oil {DE}│market for│APOS, U
DFG Recycling Plant
Diesel
MJ
33.27
Energy, from diesel burned in machinery/RER Energy
Electricity
kWh
126.26
Electricity, medium voltage {DK}│market for│APOS, U
Additives (stabilizer)
kg
0.19
Tris(2,4-ditert-butylphenyl) phosphite {GLO}│market for tris(2,4-ditert-butylphenyl) phosphite│APOS, U; Pentaerythritol {GLO}│market for│APOS, U
Transport for DFG (sea)
tkm
30
Transport, barge ship, bulk, 350t, 50%LF, default/GLO Mass
Transport for DFG (road)
tkm
7
Transport, freight, lorry 16–32, metric ton, EURO 5 {GLO}│market for│APOS,U
Outputs/avoided products
MBT plant
Aluminum
kg
2.4
Aluminum (waste treatment) {GLO}│recycling of aluminum│APOS, U; filled with additional data extracted from literature)
Recyclable plastic
kg
5.38
Mixed plastics (waste treatment) {GLO}│recycling of aluminum│APOS, U; filled with additional data extracted from literature
Solid residues
kg
86.54
Landfill of glass/inert waste EU-27; Landfill of biodegradable waste EU-27
Wastewater
kg
77.2
Wastewater treatment, domestic wastewater according to the Directive 91/271/EEC concerning urban wastewater treatment plant EU-27 S
CHP plant
Electricity
kWh
467.32
Process created by the author including subprocesses with market data on electricity supply based on the regional mix in Schleswig–Holstein, Germany
Heat
kWh
1212.84
Process created by the author including subprocesses with market data on district heat supply based on the regional mix in Schleswig–Holstein, Germany
Solid residues
kg
158.26
Landfill of glass/inert waste EU-27
DFG Recycling Plant
HDPE granulates
kg
74.42
Polyethylene, HDPE, granulate, at plant/RER
PP granulates
kg
18.6
Polypropylene, PP, granulate, at plant/RER
Solid residues
kg
6.88
Landfill of glass/inert waste EU-27; Landfill of biodegradable waste EU-27

3 Results and discussion

Table 5 and Fig. 4 summarize the environmental impacts of the studied scenarios evaluated in the Life Cycle Impact Assessment phase. The CML-IA baseline method (Leiden University 2013), version 3.08 June 2022, the USEtox consensus model (Rosenbaum et al. 2008), version 2.12 recommended only, and the Cumulative Energy Demand method version − 1.11 (Althaus et al. 2007) were applied to the LCI data with the aid of the SimaPro ver. 9.4. These include the following impact categories: Global Warming Potential (GWP100, excluding biogenic carbon), Acidification Potential (AP), Photochemical Ozone Creation Potential (POCP), Human Toxicity Potential (HTP, cancer and non-cancer), Cumulative Energy Demand (renewable CEDr and non-renewable CEDnr), and Marine Aquatic Ecotoxicity Potential (MAETP).
Table 5
Comparison of LCIA results of Scenario 1 against the baseline scenario for 1 t marine litter treated
Impact category
Unit
Scenario 0
Scenario 1
Total
Total
MBT+CHP
Recycling plant
CEDnr
MJ
−2.18E + 02
−1.13E + 04
−4.82E + 03
−6.50E + 03
CEDr
MJ
8.98E + 00
−5.36E + 02
−8.87E + 02
3.51E + 02
GWP100
kg CO2 eq
7.76E + 14
1.04E + 03
1.16E + 03
−1.22E + 02
MAETP
kg 1,4-DB eq
6.63E + 26
−2.65E + 05
−3.09E + 05
4.41E + 04
POCP
kg C2H4 eq
5.20E + 11
−8.11E − 02
−3.44E − 02
−4.67E − 02
AP
kg SO2 eq
3.29E + 09
−5.24E − 01
−2.91E − 01
−2.33E − 01
HTPc
Cases
2.16E + 21
3.17E − 10
7.86E − 10
−4.69E − 10
HTPnc
Cases
2.47E + 07
3.44E − 08
2.40E − 08
1.04E − 08
For Scenario 1, CEDr and CEDnr have negative values which means energy resources are conserved. The baseline scenario however has marginal savings of about 220 MJ on non-renewable energy resources while it contributes to renewable energy resource depletion significantly (Table 5). On the contrary, savings linked to Scenario 1 are significant, and in spite of the much lower quantity of material treated in the DFG Recycling Plant, the savings related to CEDnr are more compared to the treatment of the MML fraction at the MBT + CHP plant (Fig. 4(a)). However, the impact on CEDr from the electricity consumption at the DFG Recycling Plant outweighs the savings of produced plastic granulates.
Analyzing the contribution of the various process stages involved in the treatment of MML, energy recovery from RDF at the CHP plant contributes the highest to savings of both renewable and non-renewable energy resources, while electricity, diesel, and natural gas consumed during MBT processing stages contributes the most to CED (Fig. 5).
Major differences can be noted between the baseline scenario and the proposed WMSP for GWP, with Scenario 1 contributing 10 orders of magnitude less than Scenario 0. The main contribution of scenario 1 is from emissions during combustion of RDF at the CHP plant, while to a lesser degree, there are savings resulting from the recycling of DFG at the recycling plant due to avoided emissions by substituting virgin plastics with recycled granulates. Previous studies report results one order of magnitude lesser, likely due to lower emissions and non-consideration of emissions from fossil fuels used to initiate combustion in the fluidized bed combustor (Consonni et al. 2005b).
Despite the lower quantity treated, energy recovery from RDF produced from MML contributes more to POCP than recycling of DFG. In the treatment of MML, aluminum recovery at the MBT plant and energy recovery at the CHP plant lead to the highest savings in POCP, followed by the recovery of recyclates leading to an overall impact of − 0.036 kg C2H4 eq per ton of MML treated (Fig. 5). These findings are more or less in line with those of similar LCA studies, even though values can occur in one magnitude higher or lower (Abeliotis et al. 2012; Consonni et al. 2005b). At the DFG Recycling Plant, a total of about 0.5 kg C2H4 eq/t DFG treated is avoided, attributed to the production of plastic granulates. The output of the plant clearly compensates the impacts associated with the operation of the plant (Fig. 6).
Separate treatment of the different fractions of the collected marine litter mitigates Acidification Potential (AP) by around 0.53 kg SO2 eq/t treated waste, whereas scenario 0 contributes 3.3E + 09 kg SO2 eq/t treated waste. Recycling of DFG at the Recycling Plant reduces the most the overall impact of Scenario 1 while in the case of MML treated at the MBT plant, the recovery of aluminum mitigates AP the most. However, high contributions to AP are linked to transportation as well as to emissions of SO2 and NO2 emissions from the use of fossil fuels. Overall, the treatment of MML is associated to savings in AP of approximately 0.3 kg SO2 eq/t MML, in line with previous studies (Abeliotis et al. 2012; Consonni et al. 2005b). At the DFG Recycling Plant, contribution to AP is around − 2 kg SO2 eq/t DFG.
Scenario 1 mitigates MAETP by 2.65E + 05 kg 1,4-DCB eq/t treated waste material. This reduction can be traced to the energy recovery at the CHP plant as well as to the recovery of aluminum at the MBT plant, from the avoided use of fossil energy. Recycling of DFG at the Recycling Plant contributes to MAETP by 4.4E + 05 kg 1,4-DCB eq due to high energy consumption.
From Fig. 4f) it can be seen that HTP cancer-related impacts have a minor relevance compared to non-cancer-related impacts. Scenario 1 mitigates cancer-related impacts by 3.17E-10 cases due to the recycling of DFG at the Recycling Plant, where the production of HDPE granulates and to a lower extent, PP granulates outweighs contributions from MBT plant energy consumptions and emissions. Likewise, HTPnc impacts from the recycling of DFG are lower compared to that of the treatment of MML. The HTP results obtained for the treatment process at the MBT plant are in the same order of magnitude with findings from other studies, applying the same impact assessment method (Consonni et al. 2005b).
The developed WMSP shows some benefits as well as some drawbacks as regards environmental performance. In addition to its lower contributions to impact categories such as resource depletion, acidification and marine ecotoxicity, electricity and district heat is produced as well as plastic granulates at the DFG Recycling Plant. A sensitivity analysis was carried out varying the composition of the input materials to the waste treatment systems, in order to capture the relevance of spatial and temporal effects on the composition of marine litter. Five different variations of material compositions are considered. For the first two variations (V1 and V2), changes in the ratio between the collected DFG fraction and MML fraction were undertaken. For the other three variations, V3, V4, and V5, the ratio of the two fractions were maintained, whereas the proportions of the different materials in the MML fraction were changed.
The analyzed composition variations show different results depending on specific impact categories (Fig. 7). In general, for the CED and GWP, a diversion of plastic debris such as derelict fishing gear to recycling reduces associated environmental loads. However, for toxicity-related categories as well as for POCP and AP, treatment at the MBT plant in combination with an efficient metal recovery and energy recovery from RDF can be an adequate solution for the treatment of such waste material. Hence, an increase in the recovery of plastic litter contributes to a higher environmental performance of both recycling and waste-to-energy processes Table 6.
Table 6
Variations in composition of marine litter for sensitivity analysis
Variation
DFG fraction
MMD fraction
Plastic
Wood
Glass
Metals
Paper/cardboard
Organic
V0
100
215
600
40
5
10
30
V1
40
230
615
50
5
20
40
V2
160
200
585
30
5
5
15
V3
100
300
515
40
5
10
30
V4
100
245
600
0
0
15
40
V5
100
165
525
60
20
50
80
Major drawbacks of the WMSP are related to the significant contributions of stack emissions of the waste-to-energy process at the CHP plant to overall impacts. Thus, a key factor in improving the environmental performance of the treatment pathway for non-recyclable marine litter is the reduction of emissions during the energy recovery process downstream. Analysis on changes in material composition of collected marine litter indicates that an increase in the recovery of recyclable materials such as derelict fishing gear or aluminium and their subsequent recycling has a positive effect on the environmental performance of the waste strategy. In addition, an increase in plastic content in the mixed marine litter fraction delivered to the MBT plant leads to a higher calorific value of the produced RDF which again increases the energy output at the CHP plant. Hence, pre-treatment at MBT plant should be tailored to the specific spatial and temporal context in order to enrich the energy recovery fraction with high calorific material while recyclable materials such as aluminium are made available for further utilization.

4 Conclusion and outlook

The main aim of this study is to inform decision-making on the comprehensive management of marine litter investigating low environmental impact choices. The main obstacles and opportunities associated to the treatment of marine debris were considered, and a regional waste management strategy was developed and further evaluated according to the LCA methodology, highlighting strategic insights in addressing concerns of marine litter and in particular of marine plastics Table 8.
Findings of this study show that no single treatment method is appropriate rather a combination of different treatment pathways should be designed considering the composition and properties of accumulated marine litter in a specific area. In general, the diversion of useful materials from waste-to-energy to recycling improves the environmental performance. From state-of-the-art reviews, future assessments of WMSPs including different solutions for the valorisation of marine litter as a resource should consider alternative treatment options such as plastic-to-fuel technologies Table 9.
As part of this study, an LCA study was performed to analyze environmental impacts linked to the management of accumulated marine plastic litter. However, the change in mechanical and chemical properties of such debris typically from degradation mechanisms in the marine environment was not sufficiently considered due to lack of necessary data. The specific features of marine plastics can likely affect the outcome of treatment processes. Thus, a decrease of mechanical properties could lead to a lower quality of recycling products, or chemical pollutants commonly associated with marine plastic litter could result in an increase of toxic pollutants during plastic-to-fuel or waste-to-energy processes. Therefore, laboratory studies are needed to quantify the influence of the marine environment on plastics.
In designing the WMSP, a collection system is envisaged which incorporates the necessary pre-treatment stages as well as the main waste treatment processes. This can be in the form of a floating collection structure or onshore facility for collecting the marine debris from the sea surface and where sorting, shredding, and cleaning take place followed by treatment in compact treatment units that transforms marine litter to valuable products, for example, into fuel in the form of oil or syngas. Further research and assessment of a WMSP including the collection system will provide a more comprehensive picture and information for decision-making. However, the choice of the collection facility should be aligned with existing guidance on reducing impacts on biodiversity of ocean plastic patches (IMO 2018).
In addition, there is a need to adequately address marine plastic litter in Life Cycle Assessment in order to quantify associated environmental impacts of this pollution problem. Currently, there is a lack for appropriate impact assessment models (Sonnemann and Valdivia 2017). Therefore, more research in this field is needed to integrate marine plastic pollution in existing impact categories such as human- and eco-toxicity or resource demand or to develop new methodologies, considering for example the residence time of plastics in the environment or fate and exposure. Effect factors need to be developed that enable the quantification of impacts of plastic litter on marine biodiversity and human health (Bertling 2017).
Finally, it should be mentioned that downstream solutions for already accumulated marine plastic litter including collection and the utilization of it can only serve as a supplement to a complete waste management strategy. Preventive measures including a change in consumer behaviour and an improvement of recycling rates and plastic waste management are of highest priority to stop plastics from entering the marine environment.

Declarations

Competing interests

The authors have no relevant financial or non-financial interests to disclose.
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Anhänge

Appendix

Table 7
Inventory of emissions to air released from MBT and CHP, related to one ton of total marine litter treated
Facility
Flow
Unit
Value
MBT plant (laboratory analysis, 2011)
Cyclohexanone
mg
14.95
Methyl isobutyl ketone
mg
14.95
Formaldehyde
mg
45.76
Acetaldehyde
mg
70.88
Acrolein
mg
14.95
Acetone
mg
14.95
Propanol
mg
14.95
Crotonaldehyde
mg
14.95
Methacrolein
mg
14.95
Methyl ethyl ketone
mg
23.93
Butyraldehyde
mg
17.94
Benzaldehyde
mg
14.95
Pentanal
mg
14.95
P-tolu aldehyde
mg
14.95
Hexanal
mg
15.25
Furfural
mg
14.95
Heptanal
mg
14.95
Octanal
mg
14.95
CHP plant (plant measurements)
Methane
g
38.87
Carbon monoxide
g
50.93
Carbon dioxide
kg
1424.8
Dinitrogen dioxide
g
30.15
Ammonia
g
3.41
NMVOC
g
3.85
Nitrogen oxide
g
778.22
Sulfur oxide
g
63.84
Cadmium compounds
mg
2.52
Chromium compounds
mg
2.1
Copper compounds
mg
4.72
Mercury compounds
mg
5.88
Nickel compounds
mg
1.68
Lead compounds
mg
3.98
Hydrogen chloride
kg
28.09
Hydrogen fluoride
kg
1.7
PM10
kg
4.09
Table 8
LCIA result contributions by different process stages for 1 t recovered MML at the MBT plant
 
Process stages
CEDnr
CEDr
GWP
MAETP
POCP
AP
HTPc
HTPnc
  
MJ
MJ
kg CO2 eq
kg 1,4-DB eq
kg C2H4 eq
kg SO2 eq
Cases
Cases
Upstream
Transport for MML fraction (road)
1.89E + 02
2.20E + 00
1.19E + 01
3.99E + 03
1.55E − 03
3.84E − 02
5.25E − 10
4.05E − 09
Transport for MML fraction (sea)
4.69E + 01
5.89E-02
3.13E + 00
4.19E + 01
9.39E − 04
2.16E − 02
1.40E − 09
1.87E − 08
Activities at the MBT plant
Infrastructure
3.59E + 01
9.01E + 00
3.19E + 00
1.71E + 04
1.63E − 03
3.07E − 02
1.17E − 09
3.40E − 10
Emission to air (MBT)
-
-
-
9.49E − 03
1.29E − 04
-
6.60E − 10
1.21E − 08
Energy consumption (MBT, incl. diesel, natural gas and electricity)
2.72E + 02
1.13E + 01
1.82E + 01
2.11E + 04
4.25E − 03
9.08E − 02
3.75E − 09
3.52E − 08
Transport for recovered products (MBT)
8.47E + 01
4.56E − 01
5.49E + 00
1.72E + 02
7.24E − 04
2.60E − 02
1.24E − 09
9.33E − 12
Treatment of remaining waste strams (MBT, incl. Wastewater and solid residues)
−2.42E + 01
−1.76E − 01
−3.52E + 00
−2.32E + 02
−7.69E − 04
−1.23E − 02
−5.28E − 11
−2.51E − 12
Avoided products
Recovery of aluminium (MBT)
−5.73E + 02
−3.29E + 01
−5.78E + 01
−1.61E + 05
−1.92E − 02
−3.24E − 01
−8.78E − 10
−4.43E − 10
Recovery of recyclable plastics (MBT)
−4.15E + 02
−4.00E + 00
−1.02E + 01
−5.14E + 03
−2.84E − 03
−3.05E − 02
−2.62E − 10
−2.57E − 09
Energy recovery (CHP)
−5.14E + 03
−9.97E + 02
1.32E + 03
−2.31E + 05
−2.27E − 02
−1.24E − 01
−3.82E − 09
−6.52E − 09
Total
−5.52E + 03
−1.01E + 03
1.29E + 03
−3.55E + 05
−3.63E − 02
−2.83E − 01
3.73E − 09
6.09E − 08
Table 9
LCIA result contributions by different process stages for 1 t DFG fraction at the Recycling Plant
 
Process stages
CEDnr
CEDr
GWP 100
MAETP
POCP
AP
HTPc
HTPnc
MJ
MJ
kg CO2 eq
kg 1,4-DB eq
kg C2H4 eq
kg SO2 eq
cases
cases
Upstream
Transport for DFG fraction (sea)
2.56E + 02
3.21E − 01
1.71E + 01
2.29E + 02
5.12E − 03
1.18E − 01
7.62E − 09
1.02E − 07
Transport for DFG fraction (road)
1.89E + 02
2.20E + 00
1.19E + 01
3.99E + 03
1.55E − 03
3.84E − 02
5.25E − 10
4.05E − 09
Activities at the plant
Landfill of solid residues
−9.42E + 00
−7.68E − 02
−6.22E − 01
−1.23E + 02
−2.81E − 04
−4.06E − 03
−8.02E − 12
−1.03E − 12
Additives
1.85E + 02
6.86E + 00
9.12E + 00
7.66E + 03
3.17E − 03
2.90E − 02
1.22E − 09
2.05E − 09
Infrastructure
1.08E + 02
1.25E + 01
9.41E + 00
2.42E + 04
2.75E − 03
5.36E − 02
1.12E − 09
7.77E − 10
Emission to air
-
-
1.73E − 06
4.41E − 07
5.66E − 07
-
1.61E − 12
1.05E − 12
Energy consumption (incl. Diesel and electricity)
5.92E + 03
4.20E + 03
3.82E + 02
5.97E + 05
5.48E − 02
1.25E + 00
2.50E − 08
8.41E − 09
Avoided products
Polyethylene HDPE granulates
−5.76E + 04
−5.72E + 02
−1.34E + 03
−1.54E + 05
−4.65E − 01
−3.04E + 00
−3.28E − 08
−1.11E-08
Polypropylene PP granulates
−1.40E + 04
−1.40E + 02
−3.03E + 02
−3.91E + 04
−6.76E − 02
−7.75E-01
−7.58E − 09
−2.09E − 09
Total
−6.50E + 04
3.51E + 03
−1.21E + 03
4.39E + 05
−4.66E − 01
−2.33E + 00
−4.94E − 09
1.04E − 07
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Metadaten
Titel
Regional management options for floating marine litter in coastal waters from a life cycle assessment perspective
verfasst von
Rose Nangah Mankaa
Marzia Traverso
Publikationsdatum
11.10.2023
Verlag
Springer Berlin Heidelberg
Erschienen in
The International Journal of Life Cycle Assessment / Ausgabe 12/2023
Print ISSN: 0948-3349
Elektronische ISSN: 1614-7502
DOI
https://doi.org/10.1007/s11367-023-02236-z

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