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Estimating the carbon footprint of digital agriculture deployment: A parametric bottom-up modeling approach
IF 4.9 3区 环境科学与生态学 Q2 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-10-10 DOI: 10.1111/jiec.13568
Pierre La Rocca, Gaël Guennebaud, Aurélie Bugeau, Anne-Laure Ligozat

Digitalization appears as a lever to enhance agriculture sustainability. However, existing works on digital agriculture's own sustainability remain scarce, disregarding the environmental effects of deploying digital devices on a large scale. We propose a bottom-up method to estimate the carbon footprint of digital agriculture scenarios considering deployment of devices over a diversity of farm sizes. It is applied to two use-cases and demonstrates that digital agriculture encompasses a diversity of devices with heterogeneous carbon footprints and that more complex devices yield higher footprints not always compensated by better performances or scaling gains. By emphasizing the necessity of considering the multiplicity of devices, and the territorial distribution of farm sizes when modeling digital agriculture deployments, this study highlights the need for further exploration of the first-order effects of digital technologies in agriculture.

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引用次数: 0
PULPO: A framework for efficient integration of life cycle inventory models into life cycle product optimization PULPO:一个将生命周期库存模型有效集成到生命周期产品优化中的框架。
IF 4.9 3区 环境科学与生态学 Q2 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-10-10 DOI: 10.1111/jiec.13561
Fabian Lechtenberg, Robert Istrate, Victor Tulus, Antonio Espuña, Moisès Graells, Gonzalo Guillén-Gosálbez

This work presents the PULPO (Python-based user-defined lifecycle product optimization) framework, developed to efficiently integrate life cycle inventory (LCI) models into life cycle product optimization. Life cycle optimization (LCO), which has found interest in both the process systems engineering and life cycle assessment (LCA) communities, leverages LCA data to go beyond simple assessments of a limited number of alternatives and identify the best possible product systems configuration subject to a manifold of choices, constraints, and objectives. However, typically, aggregated inventories are used to build the optimization problems. Contrary to existing frameworks, PULPO integrates whole LCI databases and user inventories as a backbone for the optimization problem, considering economy-wide feedback loops between fore- and background systems that would otherwise be omitted. The open-source implementation combines functions from Brightway2 for the manipulation of inventory data and pyomo for the formulation and solution of the optimization problem. The advantages of this approach are demonstrated in a case study focusing on the design of optimal future global green methanol production systems from captured CO2 and electrolytic H2. It is shown that the approach can be used to assess sector-coupling with multi-functional processes and prospective background databases that would otherwise be impractical to approach from a standalone LCA perspective. The use of PULPO is particularly appealing when evaluating large-scale decisions that have a strong impact on socioeconomic systems, resulting in changes in the technosphere on which the background system is based and which is often assumed constant in standard LCO approaches regardless of the decisions taken. This article met the requirements for a gold-gold JIE data openness badge described at http://jie.click/badges.

这项工作提出了PULPO(基于python的用户定义生命周期产品优化)框架,该框架旨在有效地将生命周期清单(LCI)模型集成到生命周期产品优化中。生命周期优化(LCO)在过程系统工程和生命周期评估(LCA)社区中都引起了人们的兴趣,它利用LCA数据超越了对有限数量的备选方案的简单评估,并根据多种选择、约束和目标确定可能的最佳产品系统配置。然而,通常使用汇总清单来构建优化问题。与现有的框架相反,PULPO集成了整个LCI数据库和用户清单作为优化问题的主干,考虑了前台和后台系统之间的经济范围的反馈循环,否则将被忽略。开源实现结合了Brightway2的功能,用于处理库存数据,pyomo用于制定和解决优化问题。这种方法的优势在一个案例研究中得到了证明,该案例研究的重点是设计最佳的未来全球绿色甲醇生产系统,该系统来自捕获的二氧化碳和电解氢气。结果表明,该方法可用于评估与多功能过程和前瞻性后台数据库的部门耦合,否则从独立的LCA角度来看是不切实际的。在评估对社会经济系统有强烈影响的大规模决策时,使用PULPO特别有吸引力,这些决策会导致作为背景系统基础的技术圈发生变化,并且无论采取何种决策,标准LCO方法通常都假定技术圈不变。本文符合http://jie.click/badges上描述的金牌JIE数据开放徽章的要求。
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引用次数: 0
EXIOBASE energy accounts: Improving precision in an open-sourced procedure applicable to any MRIO database
IF 4.9 3区 环境科学与生态学 Q2 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-10-09 DOI: 10.1111/jiec.13563
Kajwan Rasul, Sarah Schmidt, Edgar G. Hertwich, Richard Wood

As environmentally extended input–output tables are increasingly used for footprint and supply chain analysis, there has been a growing demand for precise, reliable, and intertemporally consistent environmental accounts. Energy accounts are particularly relevant. As well as providing insights into embodied energy, in the case of the multi-regional input–output (MRIO) database EXIOBASE, they are the basis of the air emissions from fuel combustion. In this study we review previous methods and provide a more integrated and robust implementation for the EXIOBASE energy accounts that ensures higher levels of consistency between economic and physical data. Our results show that the new procedure significantly improves the precision of the energy use coefficients and multipliers, while reducing the number of outliers. The procedure is made publicly available for full transparency and made open source such that users and developers may raise issues and suggest improvements to the procedure. Furthermore, the procedure is standardized so it can be applied to any MRIO model with only minor adjustments to the input data.

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引用次数: 0
Examining changes in household carbon footprints across generations in the UK using decomposition analysis
IF 4.9 3区 环境科学与生态学 Q2 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-10-09 DOI: 10.1111/jiec.13567
Anne Owen, Milena Büchs

To meet climate targets, consumption-based household emissions need to fall rapidly. An important but still poorly understood question is whether generational change could contribute to decreases in emissions. It is sometimes assumed that younger generations such as Millennials and Generation Z are more concerned about climate change and have greener lifestyles than previous generations of the Silent Generation, Baby boomers, and Generation X, but carbon footprinting analysis typically focuses on age groups rather than comparing generations over time. This paper provides a first assessment of the change in consumption-based carbon footprints of the Silent, Baby boomer, Generation X, and Millennial generations within the United Kingdom between 2001 and 2020 and a comparison of the footprints of different generational groups. The analysis is based on environmentally extended input–output analysis, using the Living Costs and Food Survey and emission data from the UK multi-regional input–output database. We find some evidence for the hypothesis that younger generations have smaller footprints than older generations as Generation X and Millennial households have smaller carbon footprints compared to the generation before them at a similar life stage. We find that factors such as decarbonization, household occupancy, total expenditure, and changing consumption patterns contribute to the UK's changing carbon consumption emissions between 2001 and 2020, and the importance of these factors varies for different generational groups. However, future research that uses a longer time series is required to assess generational differences in carbon footprints over the whole lifespan of several generations.

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引用次数: 0
The environmental costs of clean cycles: Quantitative analysis for the case of PVC window profile recycling in Germany
IF 4.9 3区 环境科学与生态学 Q2 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-10-09 DOI: 10.1111/jiec.13559
Sarah Schmidt, Thomas Gibon, Tomás Navarrete Gutiérrez, Katrina-Magdalena Lindemann, David Laner

Recycling schemes for long-lived products are challenged by the presence of “legacy substances,” which have been used in production in the past, but are nowadays classified as substances of concern. This study quantitatively evaluates the trade-offs between phasing out legacy substances, increasing circularity levels, and reducing life cycle impacts of polyvinylchloride (PVC) window profiles recycling in Germany based on a comprehensive dynamic material and substance flow analysis coupled with a prospective life cycle assessment. Scenario results indicate that although lead had been phased out in virgin PVC by 2015, lead concentrations in end-of-life PVC window profiles will remain above 0.3% until the end of the century without a restriction of lead in recycled PVC and will be by factor 3–5 higher compared to a restriction as stipulated by EU 2023/923. However, the latter is associated with lower recycling rates and higher life cycle environmental impacts of PVC window frame waste management, which cannot be fully compensated by the introduction of new waste treatment pathways using currently available technologies. The study serves to introduce a new comprehensive modeling framework, which allows for the consideration of trade-offs between substance, material, and environmental impact dimensions as a basis for discussing and developing sustainable waste management strategies.

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引用次数: 0
Examining global biodiversity accounts: Implications of aggregating characterization factors from elementary flows in multi-regional input–output analysis 考察全球生物多样性账户:多区域投入产出分析中来自基本流量的聚合特征因子的含义。
IF 4.9 3区 环境科学与生态学 Q2 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-10-08 DOI: 10.1111/jiec.13556
Killian Davin, Maximilian Koslowski, Martin Dorber, Edgar Hertwich

Extending multi-regional input–output (MRIO) models with spatially explicit life cycle impact assessment (LCIA) models allows practitioners to quantify biodiversity impacts at every step of global supply chains. Inconsistencies may be introduced, however, when high-resolution characterization factors (CFs) are aggregated so as to match the low spatial granularity of MRIO models. These aggregation errors are greater when CFs are aggregated via proxies, such as ecoregion land shares, instead of based on spatially explicit elementary stressor flows. Here, we describe our approach to tailoring application-specific CFs for use in MRIO studies. We apply a global agricultural production model, Spatial Production Allocation Model (MapSPAM), with the LCIA database, LC-IMPACT, to create crop-specific national CFs. We investigated i) if the differing aggregation approaches and the increased spatial explicitness of the constructed CFs deviate substantially from those in LC-IMPACT, and ii) what the resulting consequences for national production and consumption-based biodiversity footprints are when combining the tailor-made CFs with the EXIOBASE MRIO model. For the year 2020, we observe an increase in global production-based biodiversity impacts of 23.5% for land use when employing crop-specific CFs.

利用空间显式生命周期影响评估(LCIA)模型扩展多区域投入产出(MRIO)模型,使从业者能够量化全球供应链每一步的生物多样性影响。然而,当聚合高分辨率表征因子(cf)以匹配MRIO模型的低空间粒度时,可能会引入不一致性。当CFs通过代理(如生态区域土地份额)而不是基于空间明确的基本压力源流进行汇总时,这些汇总误差更大。在这里,我们描述了在MRIO研究中定制特定应用的CFs的方法。我们应用全球农业生产模型——空间生产分配模型(MapSPAM),以及LCIA数据库——LC-IMPACT,来创建针对特定作物的国家粮农基金。我们研究了i)不同的聚集方法和构建的CFs的空间显着性是否与LC-IMPACT中的结果存在显著偏差;ii)将定制的CFs与EXIOBASE MRIO模型相结合,对国家基于生产和消费的生物多样性足迹产生了什么影响。对于2020年,我们观察到,采用特定作物的碳储备,全球基于生产的生物多样性对土地利用的影响将增加23.5%。
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引用次数: 0
From schools of thought to an ecology of practices: Categorizing circular economy's futures 从思想学派到实践生态学:循环经济的未来分类。
IF 4.9 3区 环境科学与生态学 Q2 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-10-08 DOI: 10.1111/jiec.13564
Ryan Nolan, Esmaeil Khedmati Morasae, Mike Michael

In response to pressing societal challenges, scholars are increasingly focusing on research aimed at fostering sustainable futures. We contribute to that discussion by theorizing the circular economy (CE) as an “ecology of practices.” The ecology of practices concept helps to make sense of a developing field that has been heavily practitioner-driven. Through an analysis of the diverse CE practices in analytical and operational contexts, we investigate the roles, disciplinary influences, and visions for the future and categorize their trajectories. Drawing on the sociology of expectations, we consider the articulations of CE in practice, advocating for inclusive dialogue among stakeholders and collective engagement with ontological multiplicity in shaping CE futures. We propose a framework that contributes to broader debates in organization and management studies, emphasizing the significance of everyday practices in shaping sustainable futures beyond the realm of CE. In so doing, we focus on unpicking how sustainable futures are variously enacted as a way of enabling collaboration that might otherwise be hindered by disciplinary obligations.

为了应对紧迫的社会挑战,学者们越来越关注旨在促进可持续未来的研究。我们通过将循环经济(CE)理论化为“实践生态学”来促进这一讨论。实践生态概念有助于理解一个由从业者驱动的发展领域。通过分析分析和操作背景下不同的CE实践,我们研究了其角色、学科影响和未来愿景,并对其轨迹进行了分类。借鉴期望社会学,我们考虑了CE在实践中的表达,倡导利益相关者之间的包容性对话,以及在塑造CE未来时与本体论多样性的集体参与。我们提出了一个框架,有助于在组织和管理研究中进行更广泛的辩论,强调日常实践在塑造超越CE领域的可持续未来方面的重要性。在此过程中,我们将重点分析可持续未来是如何以各种方式制定的,以实现协作,否则可能会受到纪律义务的阻碍。
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引用次数: 0
The impact of biodiversity information on willingness to pay
IF 4.9 3区 环境科学与生态学 Q2 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-10-08 DOI: 10.1111/jiec.13552
Jacob Hörisch, Lars Petersen, Kathleen Jacobs

Biodiversity loss is one of the planetary boundaries that is most urgently in need of action. However, very little is known about the consumers’ willingness to pay (WTP) for products with higher (or lower) levels of biodiversity performance. Therefore, this research was conducted to investigate how consumers’ WTP is influenced by a product's impact on biodiversity. To address this question, we collected representative data from 524 German consumers in a survey-based experiment. Drawing on prospect theory, we identified the shape of the WTP reaction function for a given product in relation to its biodiversity performance. We demonstrate that consumers with sufficiently high levels of education and concern about biodiversity loss are willing to pay more for products with above-average biodiversity performance and less for products with below-average biodiversity performance. However, the extent to which a product outperforms the industry average does not influence consumers’ increased WTP. From a sustainable development perspective, these observed patterns highlight the problematic contrast between the pressing need for substantial improvements in product biodiversity performance and the limited incentives provided by consumers. Consequently, the findings suggest that the incentives that consumers currently provide for corporate biodiversity management are insufficient to assist in staying within the planetary boundaries.

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引用次数: 0
Exploring the effect of Guarantees of Origin on the decarbonization of corporate electricity procurement: A case study of Germany and Norway
IF 4.9 3区 环境科学与生态学 Q2 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-10-08 DOI: 10.1111/jiec.13553
Aaron Paris, Ron-Hendrik Hechelmann, Nadja Buchenau

Increasing social, economic, and political pressure causes many companies to pledge to decarbonize. A common measure involves the use of Energy Attribute Certificates (EAC), such as the European Guarantees of Origin (GO), to reduce emissions from electricity procurement (Scope 2). However, previous studies find no effect on additional renewable energy capacity. Focusing on Norway and Germany as dominant contributors to net GO exports and imports, this study examines the GO trade alongside corporate carbon accounting data to answer the research question: Does the decarbonization of corporate electricity procurement using Guarantees of Origin contribute to the expansion of renewable electricity generation capacity in Norway and Germany? The analysis of CDP and Association of Issuing Bodies data reveals Norway's consumption mix is more carbon intensive than Germany's because Norway exports GO and imports fossil electricity attributes. German companies report predominantly market-based approach, mainly using green tariffs and GO for zero emission claims, while Norwegian companies favor the location-based approach. The largest share of GO issued in Norway comes from hydropower plants aged 41 to 70 years. The results highlight the urgency to revise corporate carbon accounting standards. GO lack additionality due to double counting of renewable attributes. Potential solutions include additionality criteria, GO trade restrictions based on physical capacities, and age limits for eligible power plants. This study's novelty is linking CDP data with GO trade, to assess the integrity of corporate decarbonization strategies. It contributes valuable insights to ongoing discourse on the role of EAC.

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引用次数: 0
Scenario analysis of supply- and demand-side solutions for circular economy and climate change mitigation in the global building sector 全球建筑行业循环经济和减缓气候变化的供需侧解决方案情景分析。
IF 4.9 3区 环境科学与生态学 Q2 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-10-08 DOI: 10.1111/jiec.13557
Stefan Pauliuk, Fabio Carrer, Niko Heeren, Edgar G. Hertwich

Residential and non-residential buildings are a major contributor to human well-being. At the same time, buildings cause 30% of final energy use, 18% of greenhouse gas emissions (GHGE), and about 65% of material accumulation globally. With electrification and higher energy efficiency of buildings, material-related emissions gain relevance. The circular economy (CE) strategies, narrow, slow, and close, together with wooden buildings, can reduce material-related emissions. We provide a comprehensive set of building stock transformation scenarios for 10 world regions until 2060, using the resource efficiency climate change model of the stock–flow–service nexus and including the full CE spectrum plus wood-intensive buildings. The 2020–2050 global cumulative new construction ranges from 150 to 280 billion m2 for residential and 70-120 billion m2 for non-residential buildings. Ambitious CE reduces cumulative 2020–2050 primary material demand from 80 to 30 gigatons (Gt) for cement and from 35 to 15 Gt for steel. Lowering floor space demand by 1 m2 per capita leads to global savings of 800-2500 megatons (Mt) of cement, 300-1000 Mt of steel, and 3-10 Gt CO2-eq, depending on industry decarbonization and CE roll-out. Each additional Mt of structural timber leads to savings of 0.4-0.55 Mt of cement, 0.6-0.85 Mt of steel, and 0.8-1.8 Mt CO2-eq of system-wide GHGE. CE reduces 2020–2050 cumulative GHGE by up to 44%, where the highest contribution comes from the narrow CE strategies, that is, lower floorspace and lightweight buildings. Very low carbon emission trajectories are possible only when combining supply- and demand-side strategies. This article met the requirements for a gold-gold JIE data openness badge described at http://jie.click/badges.

住宅和非住宅建筑是人类福祉的主要贡献者。与此同时,建筑占全球最终能源消耗的30%,温室气体排放(GHGE)的18%,以及材料积累的65%。随着电气化和建筑能源效率的提高,与材料相关的排放变得越来越重要。循环经济(CE)策略,狭窄,缓慢,封闭,与木制建筑一起,可以减少与材料相关的排放。我们使用库存流量-服务关系的资源效率气候变化模型,并包括完整的CE频谱和木材密集型建筑,为世界10个地区提供了一套全面的建筑存量转换情景,直到2060年。2020-2050年全球累计新建住宅建筑面积为1500 - 2800亿平方米,非住宅建筑面积为700 - 1200亿平方米。雄心勃勃的CE将2020-2050年水泥的累计主要材料需求从800亿吨降至300亿吨,钢铁从35亿吨降至15亿吨。根据行业脱碳和节能减排的不同,人均减少1平方米的建筑面积需求将导致全球水泥减少800-2500万吨,钢铁减少300-1000万吨,二氧化碳当量减少3-10亿吨。每增加1公吨的结构木材,可节约0.4-0.55公吨的水泥、0.6-0.85公吨的钢材,以及0.8- 180公吨的全系统温室气体二氧化碳当量。从2020年到2050年,节能减排累计温室气体排放量可达44%,其中最大的贡献来自狭义的节能减排策略,即更低的建筑面积和轻型建筑。只有将供给侧和需求侧战略结合起来,才有可能实现极低的碳排放轨迹。本文符合http://jie.click/badges上描述的金牌JIE数据开放徽章的要求。
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引用次数: 0
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Journal of Industrial Ecology
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