Pub Date : 2025-01-01Epub Date: 2025-01-14DOI: 10.1007/s11367-025-02428-9
Asma Jebari, Taro Takahashi, Michael R F Lee, Adrian L Collins, Kevin Coleman, Alison Carswell, Carmen Segura, Laura Cardenas, Graham A McAuliffe
Purpose: Agri-food systems across the globe are faced with the challenge of reducing their supply-chain emissions of greenhouse gases (GHGs) such as nitrous oxide (N2O), carbon dioxide (CO2), and methane (CH4). For instance, 10% of the UK's GHG emissions are generated by agriculture, and ~ 56% of these are generated by livestock production. Numerous mitigation measures are being proposed to reduce GHG emissions from ruminants (representing 70 to 80% of total livestock emissions), particularly from beef cattle (presenting 30-40% of total livestock emissions).
Methods: To explore such potential, first, a business-as-usual (BAU) partial cradle-to-finishing farmgate scale modelling framework was developed. The BAU systems (i.e. steady-state productivity based on primary data from the North Wyke Farm Platform) were built using ensemble modelling wherein the RothC process-based soil organic carbon (SOC) model was integrated into the life cycle assessment (LCA) framework to conduct a trade-off analysis related to mitigation measures applicable to the study system. Potential mitigation measures were applied to the BAU scenario. The interventions assessed included: (i) extensification; (ii) adopting anaerobic digestion technology; and (iii) the use of the nitrification inhibitor DCD and substitution of fertiliser nitrogen with symbiotically fixed nitrogen from legumes.
Results: The partial carbon footprint for 1 kg of beef liveweight gain leaving the farmgate could be reduced by 7.5%, 12%, or 26% by adopting nitrification inhibitors, white clover introduction (pending establishment success), and anaerobic digestion for manure management, respectively.
Conclusions: The findings highlight the importance of including emissions beyond the farmgate level to analyse the carbon footprint of different management scenarios in order to assess the sustainability of agri-food production systems.
Supplementary information: The online version contains supplementary material available at 10.1007/s11367-025-02428-9.
{"title":"Carbon footprints of greenhouse gas mitigation measures for a grass-based beef cattle finishing system in the UK.","authors":"Asma Jebari, Taro Takahashi, Michael R F Lee, Adrian L Collins, Kevin Coleman, Alison Carswell, Carmen Segura, Laura Cardenas, Graham A McAuliffe","doi":"10.1007/s11367-025-02428-9","DOIUrl":"10.1007/s11367-025-02428-9","url":null,"abstract":"<p><strong>Purpose: </strong>Agri-food systems across the globe are faced with the challenge of reducing their supply-chain emissions of greenhouse gases (GHGs) such as nitrous oxide (N<sub>2</sub>O), carbon dioxide (CO<sub>2</sub>), and methane (CH<sub>4</sub>). For instance, 10% of the UK's GHG emissions are generated by agriculture, and ~ 56% of these are generated by livestock production. Numerous mitigation measures are being proposed to reduce GHG emissions from ruminants (representing 70 to 80% of total livestock emissions), particularly from beef cattle (presenting 30-40% of total livestock emissions).</p><p><strong>Methods: </strong>To explore such potential, first, a business-as-usual (BAU) partial cradle-to-finishing farmgate scale modelling framework was developed. The BAU systems (i.e. steady-state productivity based on primary data from the North Wyke Farm Platform) were built using ensemble modelling wherein the RothC process-based soil organic carbon (SOC) model was integrated into the life cycle assessment (LCA) framework to conduct a trade-off analysis related to mitigation measures applicable to the study system. Potential mitigation measures were applied to the BAU scenario. The interventions assessed included: (i) extensification; (ii) adopting anaerobic digestion technology; and (iii) the use of the nitrification inhibitor DCD and substitution of fertiliser nitrogen with symbiotically fixed nitrogen from legumes.</p><p><strong>Results: </strong>The partial carbon footprint for 1 kg of beef liveweight gain leaving the farmgate <i>could</i> be reduced by 7.5%, 12%, or 26% by adopting nitrification inhibitors, white clover introduction (pending establishment success), and anaerobic digestion for manure management, respectively.</p><p><strong>Conclusions: </strong>The findings highlight the importance of including emissions beyond the farmgate level to analyse the carbon footprint of different management scenarios in order to assess the sustainability of agri-food production systems.</p><p><strong>Supplementary information: </strong>The online version contains supplementary material available at 10.1007/s11367-025-02428-9.</p>","PeriodicalId":54952,"journal":{"name":"International Journal of Life Cycle Assessment","volume":"30 4","pages":"654-667"},"PeriodicalIF":4.9,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11923010/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143694362","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-01-01Epub Date: 2025-06-13DOI: 10.1007/s11367-025-02473-4
R L Anspach, H S Gill, V Dhokia, R C Lupton
Purpose: This study examines the climate impact of two surgical treatments for knee osteoarthritis, unicompartmental knee replacement (UKR) and high tibial osteotomy (HTO), also comparing conventional manufacturing (CM) with additive manufacturing (AM) for HTO. Factors beyond the implants themselves are considered that depend on the manufacturing method, such as surgical instruments and guides (jig), sterilisation, transport and anesthesia using data obtained first hand from manufacturers and a hospital.
Method: The relevance of the comparative results are maximised beyond a specific manufacturer's product by including uncertainty in the foreground and background life cycle inventories to represent uncertainty and variability of process characteristics, materials, and geographical location. The analysis is carried out in Brightway 2 using Ecoinvent inventory data and impacts are calculated across 18 mid-point categories. To consider possible improvement to the environmental impact of the surgical interventions, alternative electricity and surgical guide (jig) material scenarios are considered.
Results: The climate change impact of UKR, 37.9 (36.8-38.9) kg CO , is highly significantly greater than that of the CM HTO, 10.7 (10.0-11.4) kg CO , and AM HTO, 13.4 (13.0-13.7) kg CO . The custom single-use surgical jig of the AM HTO and the use of potentially higher-carbon electricity leads to the AM HTO having an impact 1.25 (1.17-1.34) times higher than the CM HTO. But when low-carbon electricity is used and the surgical guide is made of stainless steel, this reduces to 0.78 (0.73-0.84). Initial screening of other lifecycle impact categories shows similar trends in most cases.
Conclusions: This study concludes that HTO has highly significantly lower climate change impact than UKR. AM HTO has the potential to further reduce the climate impact compared to CM HTO given low-carbon energy supply and further improvements in material choice and design optimisation. Challenges include limited availability in design skill-set for optimisation and higher cost for healthcare providers compared to CM HTO, although still lower than the cost of UKR. Our study highlights policy implications: along with being a solution for early treatment and yielding improved correction accuracy compared to CM HTO, personalised AM HTO also offers environmental benefits if designed and manufactured well.
Supplementary information: The online version contains supplementary material available at 10.1007/s11367-025-02473-4.
目的:本研究探讨了单室膝关节置换术(UKR)和胫骨高位截骨术(HTO)两种手术治疗膝关节骨性关节炎对气候的影响,并比较了HTO的传统制造(CM)和增材制造(AM)。植入物本身之外的因素被认为取决于制造方法,如手术器械和导向器(夹具)、消毒、运输和麻醉,使用从制造商和医院获得的第一手数据。方法:通过包括前景和背景生命周期清单中的不确定性来表示工艺特性、材料和地理位置的不确定性和可变性,将比较结果的相关性最大化,而不是特定制造商的产品。分析是在Brightway 2中使用Ecoinvent库存数据进行的,并计算了18个中间点类别的影响。为了考虑可能改善手术干预对环境的影响,考虑了替代电力和手术指南(夹具)材料的方案。结果:UKR对气候变化的影响为37.9 (36.8 ~ 38.9)kg CO 2 e,极显著大于CM HTO的10.7 (10.0 ~ 11.4)kg CO 2 e和AM HTO的13.4 (13.0 ~ 13.7)kg CO 2 e。AM HTO的定制一次性手术夹具和潜在的高碳电力的使用导致AM HTO的影响比CM HTO高1.25(1.17-1.34)倍。但是,如果使用低碳电力,并且手术指南由不锈钢制成,则会降低到0.78(0.73-0.84)。对其他生命周期影响类别的初步筛选在大多数情况下显示出类似的趋势。结论:HTO对气候变化的影响显著低于UKR。考虑到低碳能源供应以及材料选择和设计优化方面的进一步改进,AM HTO与CM HTO相比,具有进一步减少气候影响的潜力。挑战包括优化设计技能集的可用性有限,与CM HTO相比,医疗保健提供商的成本更高,尽管仍低于UKR的成本。我们的研究强调了政策意义:与CM HTO相比,个性化AM HTO不仅可以作为早期治疗的解决方案,而且可以提高校正精度,如果设计和制造得当,还可以提供环境效益。补充资料:在线版本包含补充资料,下载地址:10.1007/s11367-025-02473-4。
{"title":"High tibial osteotomy and additive manufacture can significantly reduce the climate impact of surgically treating knee osteoarthritis.","authors":"R L Anspach, H S Gill, V Dhokia, R C Lupton","doi":"10.1007/s11367-025-02473-4","DOIUrl":"10.1007/s11367-025-02473-4","url":null,"abstract":"<p><strong>Purpose: </strong>This study examines the climate impact of two surgical treatments for knee osteoarthritis, unicompartmental knee replacement (UKR) and high tibial osteotomy (HTO), also comparing conventional manufacturing (CM) with additive manufacturing (AM) for HTO. Factors beyond the implants themselves are considered that depend on the manufacturing method, such as surgical instruments and guides (jig), sterilisation, transport and anesthesia using data obtained first hand from manufacturers and a hospital.</p><p><strong>Method: </strong>The relevance of the comparative results are maximised beyond a specific manufacturer's product by including uncertainty in the foreground and background life cycle inventories to represent uncertainty and variability of process characteristics, materials, and geographical location. The analysis is carried out in Brightway 2 using Ecoinvent inventory data and impacts are calculated across 18 mid-point categories. To consider possible improvement to the environmental impact of the surgical interventions, alternative electricity and surgical guide (jig) material scenarios are considered.</p><p><strong>Results: </strong>The climate change impact of UKR, 37.9 (36.8-38.9) kg CO <math><mmultiscripts><mrow></mrow> <mrow><mn>2</mn> <mi>e</mi></mrow> <mrow></mrow></mmultiscripts> </math> , is highly significantly greater than that of the CM HTO, 10.7 (10.0-11.4) kg CO <math><mmultiscripts><mrow></mrow> <mrow><mn>2</mn> <mi>e</mi></mrow> <mrow></mrow></mmultiscripts> </math> , and AM HTO, 13.4 (13.0-13.7) kg CO <math><mmultiscripts><mrow></mrow> <mrow><mn>2</mn> <mi>e</mi></mrow> <mrow></mrow></mmultiscripts> </math> . The custom single-use surgical jig of the AM HTO and the use of potentially higher-carbon electricity leads to the AM HTO having an impact 1.25 (1.17-1.34) times higher than the CM HTO. But when low-carbon electricity is used and the surgical guide is made of stainless steel, this reduces to 0.78 (0.73-0.84). Initial screening of other lifecycle impact categories shows similar trends in most cases.</p><p><strong>Conclusions: </strong>This study concludes that HTO has highly significantly lower climate change impact than UKR. AM HTO has the potential to further reduce the climate impact compared to CM HTO given low-carbon energy supply and further improvements in material choice and design optimisation. Challenges include limited availability in design skill-set for optimisation and higher cost for healthcare providers compared to CM HTO, although still lower than the cost of UKR. Our study highlights policy implications: along with being a solution for early treatment and yielding improved correction accuracy compared to CM HTO, personalised AM HTO also offers environmental benefits if designed and manufactured well.</p><p><strong>Supplementary information: </strong>The online version contains supplementary material available at 10.1007/s11367-025-02473-4.</p>","PeriodicalId":54952,"journal":{"name":"International Journal of Life Cycle Assessment","volume":"30 7","pages":"1651-1665"},"PeriodicalIF":4.9,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12274144/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144676633","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-01-01Epub Date: 2023-07-24DOI: 10.1007/s11367-023-02209-2
Gleison de Souza Celente, Rosana de Cassia de Souza Schneider, Jennifer Julich, Tiele Medianeira Rizzetti, Eduardo Alcayaga Lobo, Yixing Sui
<p><strong>Purpose: </strong><i>Dunaliella</i> is a halophilic genus of microalgae with high potential in the global food market. The microalgal cultivation process contributes to not only economic impact but also environmental impact, especially regarding the artificial medium composition. In this context, a life cycle assessment was carried out to analyze the impacts associated with the components of the modified Johnson medium (MJM) and to predict the best scenarios to cultivate <i>Dunaliella tertiolecta</i> and <i>Dunaliella salina</i> for biomass, glycerol, and beta-carotene production.</p><p><strong>Method: </strong>Two chains were analyzed separately: (1) <i>Dunaliella salina</i> (strain DF 15) cultivated in 8 scenarios combining different nitrogen (0.1 and 1.0 g L<sup>-1</sup> KNO<sub>3</sub>) and magnesium (1.1-2.3 g L<sup>-1</sup> MgCl<sub>2</sub>.6H<sub>2</sub>O) concentrations to produce biomass, glycerol, and beta-carotene and (2) <i>Dunaliella tertiolecta</i> (strain CCAP 19/30) cultivated in 5 scenarios combining different nitrogen (0.1 and 1.0 g L<sup>-1</sup> KNO<sub>3</sub>) and salt (116.9-175.4 g L<sup>-1</sup> sea salt) concentrations to produce biomass and glycerol. In addition, we evaluated the potential of cultivating these species to reduce the carbon footprint of the proposed scenarios.</p><p><strong>Results and discussion: </strong>For <i>D. salina</i>, S<sub>5</sub> (1 g L<sup>-1</sup> KNO<sub>3</sub>, 1.1 g L<sup>-1</sup> MgCl<sub>2</sub>.6H<sub>2</sub>O) had the lowest environmental damage for biomass (74.2 mPt) and glycerol production (0.95 Pt) and S<sub>3</sub> (0.1 g L<sup>-1</sup> KNO<sub>3</sub>, 1.9 g L<sup>-1</sup> MgCl<sub>2</sub>.6H<sub>2</sub>O) for beta-carotene (3.88 Pt). T<sub>4</sub> (1 g L<sup>-1</sup> KNO<sub>3</sub>, 116.9 g L<sup>-1</sup> sea salt) was the best for <i>D. tertiolecta</i> for biomass (74 mPt) and glycerol (0.49 Pt). "Respiratory inorganics," "Non-renewable energy," and "Global warming" were the most impacted categories. "Human health," "Climate change," and "Resources" had the highest share of all damage categories. All the scenarios presented negative carbon emission after proposing using brine as alternative salt source: S<sub>5</sub> was the best scenario (- 157.5 kg CO<sub>2</sub>-eq) for <i>D. salina</i> and T<sub>4</sub> for <i>D. tertiolecta</i> (- 213.6 kg CO<sub>2</sub>-eq).</p><p><strong>Conclusion: </strong>The LCA proved its importance in accurately predicting the optimal scenarios for MJM composition in the analyzed bioproducts, as confirmed by the Monte Carlo simulation. Although the absolute values of impacts and productivity cannot be directly compared to large-scale cultivation, the validity of the LCA results at this scale remains intact. Productivity gains could outweigh the impacts of "surplus" MJM components. Our study showcased the potential of combining <i>D. salina</i> and <i>D. tertiolecta</i> cultivation with CO<sub>2</sub> capture, leading to a more environm
目的:杜氏藻是全球食品市场上极具潜力的嗜盐微藻属。微藻的培养过程不仅对经济产生影响,而且对环境产生影响,特别是在人工培养基组成方面。在此背景下,进行了生命周期评估,分析了改良约翰逊培养基(MJM)成分对杜氏藻生物量、甘油和β -胡萝卜素产量的影响,并预测了培养杜氏藻和盐杜氏藻的最佳条件。方法:分别对2条链进行分析:(1)在不同氮(0.1和1.0 g L-1 KNO3)和镁(1.1 ~ 2.3 g L-1 MgCl2.6H2O)浓度下培养的杜氏盐藻(菌株DF 15)产生生物量、甘油和β -胡萝卜素;(2)在不同氮(0.1和1.0 g L-1 KNO3)和盐(116.9 ~ 175.4 g L-1海盐)浓度下培养的杜氏盐藻(菌株CCAP 19/30)产生生物量和甘油。此外,我们还评估了在不同情景下种植这些物种以减少碳足迹的潜力。结果和讨论:对于盐藻,S5 (1 g L-1 KNO3, 1.1 g L-1 MgCl2.6H2O)对生物质(74.2 mPt)和甘油(0.95 Pt)的环境破坏最小,S3 (0.1 g L-1 KNO3, 1.9 g L-1 MgCl2.6H2O)对β -胡萝卜素(3.88 Pt)的环境破坏最小。T4 (1 g L-1 KNO3, 116.9 g L-1海盐)对三叶蓟马生物量(74 mPt)和甘油(0.49 Pt)最好。“呼吸性无机物”、“不可再生能源”和“全球变暖”是受影响最大的类别。“人类健康”、“气候变化”和“资源”在所有损害类别中所占比例最高。采用卤水作为替代盐源后,所有情景均呈现负碳排放,其中S5情景为盐藻D. salina最佳情景(- 157.5 kg CO2-eq), T4情景为D. tertiolecta最佳情景(- 213.6 kg CO2-eq)。结论:通过蒙特卡罗模拟证实了LCA在准确预测所分析生物制品中MJM组成的最佳方案方面的重要性。虽然影响和生产力的绝对值不能直接与大规模种植进行比较,但在这种规模下,LCA结果的有效性仍然是完整的。生产率的提高可能会超过“过剩”MJM组件的影响。我们的研究展示了将盐藻和三角藻的种植与二氧化碳捕获相结合的潜力,从而形成一个更环保的种植系统,减少碳足迹。补充资料:在线版本包含补充资料,下载地址:10.1007/s11367-023-02209-2。
{"title":"Life cycle assessment of microalgal cultivation medium: biomass, glycerol, and beta-carotene production by <i>Dunaliella salina</i> and <i>Dunaliella tertiolecta</i>.","authors":"Gleison de Souza Celente, Rosana de Cassia de Souza Schneider, Jennifer Julich, Tiele Medianeira Rizzetti, Eduardo Alcayaga Lobo, Yixing Sui","doi":"10.1007/s11367-023-02209-2","DOIUrl":"10.1007/s11367-023-02209-2","url":null,"abstract":"<p><strong>Purpose: </strong><i>Dunaliella</i> is a halophilic genus of microalgae with high potential in the global food market. The microalgal cultivation process contributes to not only economic impact but also environmental impact, especially regarding the artificial medium composition. In this context, a life cycle assessment was carried out to analyze the impacts associated with the components of the modified Johnson medium (MJM) and to predict the best scenarios to cultivate <i>Dunaliella tertiolecta</i> and <i>Dunaliella salina</i> for biomass, glycerol, and beta-carotene production.</p><p><strong>Method: </strong>Two chains were analyzed separately: (1) <i>Dunaliella salina</i> (strain DF 15) cultivated in 8 scenarios combining different nitrogen (0.1 and 1.0 g L<sup>-1</sup> KNO<sub>3</sub>) and magnesium (1.1-2.3 g L<sup>-1</sup> MgCl<sub>2</sub>.6H<sub>2</sub>O) concentrations to produce biomass, glycerol, and beta-carotene and (2) <i>Dunaliella tertiolecta</i> (strain CCAP 19/30) cultivated in 5 scenarios combining different nitrogen (0.1 and 1.0 g L<sup>-1</sup> KNO<sub>3</sub>) and salt (116.9-175.4 g L<sup>-1</sup> sea salt) concentrations to produce biomass and glycerol. In addition, we evaluated the potential of cultivating these species to reduce the carbon footprint of the proposed scenarios.</p><p><strong>Results and discussion: </strong>For <i>D. salina</i>, S<sub>5</sub> (1 g L<sup>-1</sup> KNO<sub>3</sub>, 1.1 g L<sup>-1</sup> MgCl<sub>2</sub>.6H<sub>2</sub>O) had the lowest environmental damage for biomass (74.2 mPt) and glycerol production (0.95 Pt) and S<sub>3</sub> (0.1 g L<sup>-1</sup> KNO<sub>3</sub>, 1.9 g L<sup>-1</sup> MgCl<sub>2</sub>.6H<sub>2</sub>O) for beta-carotene (3.88 Pt). T<sub>4</sub> (1 g L<sup>-1</sup> KNO<sub>3</sub>, 116.9 g L<sup>-1</sup> sea salt) was the best for <i>D. tertiolecta</i> for biomass (74 mPt) and glycerol (0.49 Pt). \"Respiratory inorganics,\" \"Non-renewable energy,\" and \"Global warming\" were the most impacted categories. \"Human health,\" \"Climate change,\" and \"Resources\" had the highest share of all damage categories. All the scenarios presented negative carbon emission after proposing using brine as alternative salt source: S<sub>5</sub> was the best scenario (- 157.5 kg CO<sub>2</sub>-eq) for <i>D. salina</i> and T<sub>4</sub> for <i>D. tertiolecta</i> (- 213.6 kg CO<sub>2</sub>-eq).</p><p><strong>Conclusion: </strong>The LCA proved its importance in accurately predicting the optimal scenarios for MJM composition in the analyzed bioproducts, as confirmed by the Monte Carlo simulation. Although the absolute values of impacts and productivity cannot be directly compared to large-scale cultivation, the validity of the LCA results at this scale remains intact. Productivity gains could outweigh the impacts of \"surplus\" MJM components. Our study showcased the potential of combining <i>D. salina</i> and <i>D. tertiolecta</i> cultivation with CO<sub>2</sub> capture, leading to a more environm","PeriodicalId":54952,"journal":{"name":"International Journal of Life Cycle Assessment","volume":" ","pages":"2269-2282"},"PeriodicalIF":4.9,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11627462/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46242498","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-01-01Epub Date: 2024-05-30DOI: 10.1007/s11367-024-02325-7
Philip Gjedde, Fabio Carrer, Johan Berg Pettersen, Francesca Verones
Purpose: Marine vertebrate populations have halved in the past decades, and invasive species are a major driver for this loss. While many model the spread of invasive species, a model to assess impacts of marine invasions, after introduction, has hitherto been missing. We present the first regionalized effect factors for marine invasions. These factors gauge differences in biodiversity impacts after invasions, enabling life cycle impact assessments to highlight biodiversity impacts from invasive species.
Methods: Alien species are species that are introduced by humans to ecosystems where they are not native. We combine data from the IUCN red list and the MarINvaders database to identify the potentially disappeared fraction of native species within each marine coastal ecoregion after alien introduction. The effect factors indicate the biodiversity impact from invasions per alien introduction. However, the IUCN red list has a performance bias between taxonomic groups, and both the IUCN and the harmonized citizen science data from MarINvaders have a geographic observer's bias. We address some of this bias by evaluating the number of threatened species per number of assessed species, as well as including machine-learning derived data for data deficient species.
Results and discussion: The resulting regional effect factors demonstrate high effects of invasions at high latitudes, which is in line with other findings. Our approach is founded on continuously growing citizen science data and so reflects the biases and uncertainties that follow with this uneven way of data sampling. On the other hand, the continuous data collection by citizen scientists will improve data coverage and thus improve the model. Vice versa, the model itself may be motivation for citizens scientists to collect more data.
Conclusion: The effect of marine invasions presented herein reflects current global information on the issue viewed in a perspective relevant for life cycle impact assessments. The developed effect factors can be used for further assessments that will aid decision-making for policies, industries, and consumers to work towards minimizing impacts of marine invasions and are developed to be compatible with different relevant fate factors.
Supplementary information: The online version contains supplementary material available at 10.1007/s11367-024-02325-7.
{"title":"Effect factors for marine invasion impacts on biodiversity.","authors":"Philip Gjedde, Fabio Carrer, Johan Berg Pettersen, Francesca Verones","doi":"10.1007/s11367-024-02325-7","DOIUrl":"10.1007/s11367-024-02325-7","url":null,"abstract":"<p><strong>Purpose: </strong>Marine vertebrate populations have halved in the past decades, and invasive species are a major driver for this loss. While many model the spread of invasive species, a model to assess impacts of marine invasions, after introduction, has hitherto been missing. We present the first regionalized effect factors for marine invasions. These factors gauge differences in biodiversity impacts after invasions, enabling life cycle impact assessments to highlight biodiversity impacts from invasive species.</p><p><strong>Methods: </strong>Alien species are species that are introduced by humans to ecosystems where they are not native. We combine data from the IUCN red list and the MarINvaders database to identify the potentially disappeared fraction of native species within each marine coastal ecoregion after alien introduction. The effect factors indicate the biodiversity impact from invasions per alien introduction. However, the IUCN red list has a performance bias between taxonomic groups, and both the IUCN and the harmonized citizen science data from MarINvaders have a geographic observer's bias. We address some of this bias by evaluating the number of threatened species per number of assessed species, as well as including machine-learning derived data for data deficient species.</p><p><strong>Results and discussion: </strong>The resulting regional effect factors demonstrate high effects of invasions at high latitudes, which is in line with other findings. Our approach is founded on continuously growing citizen science data and so reflects the biases and uncertainties that follow with this uneven way of data sampling. On the other hand, the continuous data collection by citizen scientists will improve data coverage and thus improve the model. Vice versa, the model itself may be motivation for citizens scientists to collect more data.</p><p><strong>Conclusion: </strong>The effect of marine invasions presented herein reflects current global information on the issue viewed in a perspective relevant for life cycle impact assessments. The developed effect factors can be used for further assessments that will aid decision-making for policies, industries, and consumers to work towards minimizing impacts of marine invasions and are developed to be compatible with different relevant fate factors.</p><p><strong>Supplementary information: </strong>The online version contains supplementary material available at 10.1007/s11367-024-02325-7.</p>","PeriodicalId":54952,"journal":{"name":"International Journal of Life Cycle Assessment","volume":"29 9","pages":"1756-1763"},"PeriodicalIF":4.9,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11358188/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142114938","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-10-28DOI: 10.1007/s11367-023-02243-0
Nicolas Alaux, Hana Vašatko, Dominik Maierhofer, Marcella Ruschi Mendes Saade, Milena Stavric, Alexander Passer
Abstract Purpose Bio-based insulation materials are one of the most promising solutions for reducing the environmental impacts of building envelopes. Among these materials, the environmental benefits of mycelium-based materials have merely been investigated, despite their promising technical and thermal properties. In this paper, we perform a first prospective cradle-to-grave life cycle assessment (LCA) of mycelium-based composite blocks. Methods An attributional cradle-to-gate LCA of the laboratory production of mycelium-based composites was first performed, including 11 environmental impact indicators. Then, scenarios were defined to scale up the technology to the level of industrial production, including the remaining life cycle modules to perform a cradle-to-grave analysis. Biogenic and metabolic carbon were considered by applying the static −1/+1 approach and following the current LCA standards. Future-oriented energy and transport mixes were also included as an additional scenario, systematically modifying both the foreground and background data. Finally, the industrially scaled-up technology and alternative insulation materials were compared with these future conditions (as applied to both materials). Results and discussion Considering climate change, the results are encouraging in comparison to those for traditional plastic insulation, but do not necessarily surpass those for other existing materials such as rock wool. However, trade-offs are observed in other indicators, for which mycelium-based composites tend to perform worse than traditional insulation materials. The industrial scale-up reduced impacts for most indicators, but a considerable trade-off was observed with regard to terrestrial ecotoxicity. The main driver for the remaining greenhouse gas (GHG) emissions was found to be the electricity use during the manufacturing phase. We consider the inclusion of the other life cycle stages as relevant, as this increased the GHG emissions by 10%. Limitations of the current LCA standards, however, are noted and discussed, especially regarding the cascading use of biogenic materials, and highlight the relevance of this case study. Conclusions Mycelium-based composites show a potential for future development, but careful attention should be paid to reducing electricity needs in their manufacturing process. Further improvements could also be made by using fast-growing biogenic materials as a substrate. In particular, we encourage researchers to include all of the life cycle stages in future studies, especially if biogenic emissions are considered.
{"title":"Environmental potential of fungal insulation: a prospective life cycle assessment of mycelium-based composites","authors":"Nicolas Alaux, Hana Vašatko, Dominik Maierhofer, Marcella Ruschi Mendes Saade, Milena Stavric, Alexander Passer","doi":"10.1007/s11367-023-02243-0","DOIUrl":"https://doi.org/10.1007/s11367-023-02243-0","url":null,"abstract":"Abstract Purpose Bio-based insulation materials are one of the most promising solutions for reducing the environmental impacts of building envelopes. Among these materials, the environmental benefits of mycelium-based materials have merely been investigated, despite their promising technical and thermal properties. In this paper, we perform a first prospective cradle-to-grave life cycle assessment (LCA) of mycelium-based composite blocks. Methods An attributional cradle-to-gate LCA of the laboratory production of mycelium-based composites was first performed, including 11 environmental impact indicators. Then, scenarios were defined to scale up the technology to the level of industrial production, including the remaining life cycle modules to perform a cradle-to-grave analysis. Biogenic and metabolic carbon were considered by applying the static −1/+1 approach and following the current LCA standards. Future-oriented energy and transport mixes were also included as an additional scenario, systematically modifying both the foreground and background data. Finally, the industrially scaled-up technology and alternative insulation materials were compared with these future conditions (as applied to both materials). Results and discussion Considering climate change, the results are encouraging in comparison to those for traditional plastic insulation, but do not necessarily surpass those for other existing materials such as rock wool. However, trade-offs are observed in other indicators, for which mycelium-based composites tend to perform worse than traditional insulation materials. The industrial scale-up reduced impacts for most indicators, but a considerable trade-off was observed with regard to terrestrial ecotoxicity. The main driver for the remaining greenhouse gas (GHG) emissions was found to be the electricity use during the manufacturing phase. We consider the inclusion of the other life cycle stages as relevant, as this increased the GHG emissions by 10%. Limitations of the current LCA standards, however, are noted and discussed, especially regarding the cascading use of biogenic materials, and highlight the relevance of this case study. Conclusions Mycelium-based composites show a potential for future development, but careful attention should be paid to reducing electricity needs in their manufacturing process. Further improvements could also be made by using fast-growing biogenic materials as a substrate. In particular, we encourage researchers to include all of the life cycle stages in future studies, especially if biogenic emissions are considered.","PeriodicalId":54952,"journal":{"name":"International Journal of Life Cycle Assessment","volume":"110 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136158777","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-10-27DOI: 10.1007/s11367-023-02245-y
Maria Ravani, Georgios Liantas, Maria V. Alvanou, Evangelia Tampaki, Ioanna Chatzigeorgiou, Ioannis Α. Giantsis, Georgios K. Ntinas
{"title":"Life cycle analysis of semi-intensive and intensive sheep milk production","authors":"Maria Ravani, Georgios Liantas, Maria V. Alvanou, Evangelia Tampaki, Ioanna Chatzigeorgiou, Ioannis Α. Giantsis, Georgios K. Ntinas","doi":"10.1007/s11367-023-02245-y","DOIUrl":"https://doi.org/10.1007/s11367-023-02245-y","url":null,"abstract":"","PeriodicalId":54952,"journal":{"name":"International Journal of Life Cycle Assessment","volume":"161 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136316463","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-10-27DOI: 10.1007/s11367-023-02244-z
Rickard Arvidsson, Anders Nordelöf, Selma Brynolf
Abstract Purpose Aviation is an important contributor to climate change and other environmental problems. Electrification is one option for reducing the environmental impacts of aviation. The aim of this study is to provide the first life cycle assessment (LCA) results representing an existing commercial, two-seater, all-electric aircraft. Methods An attributional cradle-to-grave LCA was conducted with a functional unit of 1 h flight time. Data and records from an aircraft manufacturer informed much of the study. Detailed modelling of important aircraft components is provided, including the battery, motor, inverter, instrument panel and seats. Impact results are compared to those from a similar but fossil fuel–based two-seater aircraft. A wide range of impact categories was considered, while the focus was on global warming, resource depletion, particulate matter, acidification and ozone formation. Results and discussion The main contributors to almost all impact categories are the airframe, the lithium-ion battery and emissions (in the use phase). The airframe has a major impact as it contains energy-intensive, carbon fibre–reinforced composites, the impact of which can be reduced by recycling. The battery dominates mineral resource depletion categories and contributes notably to emission-based categories. Producing batteries using non-fossil energy or shifting to less resource-intensive, next-generation batteries would reduce their impact. Use-phase impacts can be reduced by sourcing non-fossil electricity. Despite the need for multiple battery pack replacements, the comparison with the fossil fuel option (based on equal lifetimes) still showed the electric aircraft contributing less to global warming, even in a high-carbon electricity scenario. By contrast, when it concerned mineral resources, the electric aircraft had greater impact than the fossil fuel based one. Conclusions A sufficiently long lifetime is key to bringing the all-electric aircraft’s environmental impacts (such as global warming) below those of fossil fuel–based aircraft. The high burden of the airframe and batteries can then be outweighed by the benefit of more efficient and emission-free electric propulsion. However, this comes with a trade-off in terms of increased mineral resource use.
{"title":"Life cycle assessment of a two-seater all-electric aircraft","authors":"Rickard Arvidsson, Anders Nordelöf, Selma Brynolf","doi":"10.1007/s11367-023-02244-z","DOIUrl":"https://doi.org/10.1007/s11367-023-02244-z","url":null,"abstract":"Abstract Purpose Aviation is an important contributor to climate change and other environmental problems. Electrification is one option for reducing the environmental impacts of aviation. The aim of this study is to provide the first life cycle assessment (LCA) results representing an existing commercial, two-seater, all-electric aircraft. Methods An attributional cradle-to-grave LCA was conducted with a functional unit of 1 h flight time. Data and records from an aircraft manufacturer informed much of the study. Detailed modelling of important aircraft components is provided, including the battery, motor, inverter, instrument panel and seats. Impact results are compared to those from a similar but fossil fuel–based two-seater aircraft. A wide range of impact categories was considered, while the focus was on global warming, resource depletion, particulate matter, acidification and ozone formation. Results and discussion The main contributors to almost all impact categories are the airframe, the lithium-ion battery and emissions (in the use phase). The airframe has a major impact as it contains energy-intensive, carbon fibre–reinforced composites, the impact of which can be reduced by recycling. The battery dominates mineral resource depletion categories and contributes notably to emission-based categories. Producing batteries using non-fossil energy or shifting to less resource-intensive, next-generation batteries would reduce their impact. Use-phase impacts can be reduced by sourcing non-fossil electricity. Despite the need for multiple battery pack replacements, the comparison with the fossil fuel option (based on equal lifetimes) still showed the electric aircraft contributing less to global warming, even in a high-carbon electricity scenario. By contrast, when it concerned mineral resources, the electric aircraft had greater impact than the fossil fuel based one. Conclusions A sufficiently long lifetime is key to bringing the all-electric aircraft’s environmental impacts (such as global warming) below those of fossil fuel–based aircraft. The high burden of the airframe and batteries can then be outweighed by the benefit of more efficient and emission-free electric propulsion. However, this comes with a trade-off in terms of increased mineral resource use.","PeriodicalId":54952,"journal":{"name":"International Journal of Life Cycle Assessment","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136316451","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-10-25DOI: 10.1007/s11367-023-02238-x
Shreyasi Majumdar, Sarah J. McLaren
Abstract Purpose A life cycle assessment (LCA) study was undertaken for the orchard stage of the NZ avocado value chain, to guide the development of indicators for facilitating continuous improvement in its environmental profile. Methods The functional unit (FU) was 1 kg Hass avocados produced in NZ, up to the orchard gate. The baseline model assessed avocados produced in fully productive orchards, using input data collected from 49 orchards across 281 ha in the three main avocado growing regions of New Zealand. In addition, the non-productive and low production years of avocado orchards were assessed using data from four newly established avocado operations spread across 489 ha. Climate change, eutrophication, water use, freshwater ecotoxicity and terrestrial ecotoxicity results were calculated for each orchard. Finally, national scores were calculated for each impact category from the weighted averages of the individual orchard results in the baseline sample of the three studied regions. Results There was significant variability between orchards in different input quantities, as well as impact scores. The impact assessment results showed that fuel use and fertiliser/soil conditioner production and use on orchard were consistently the main hotspots for all impact categories except water use, where impacts were generally dominated by indirect water use (irrespective of whether the orchards were irrigated or not). When considering the entire orchard lifespan, the commercially productive stage of the orchard life contributed the most to all impact category results. However, the impacts associated with 1 kg avocados, when allocated based on the total impacts across the orchard lifespan, were 13–26% higher than the baseline results which considered only the commercially productive years of the orchard life. Conclusion The study identified the priority areas for focussed improvement efforts (in particular, fertiliser and fuel use for all impact categories, and agrichemical use for the ecotoxicity impacts). Second, the regional- and national-level impact scores obtained in this study can be used as benchmarks in indicator development to show growers their relative ranking in terms of environmental performance. When using the indicators and benchmarks in a monitoring scheme, consideration should be given to developing separate benchmarks (using area-based functional units) for young orchards. It will also be necessary to develop a better understanding of the reasons for the variability in inputs and impacts so that benchmarks can be tailored to account fairly and equitably for the variability between orchards and regions.
{"title":"Towards use of life cycle–based indicators to support continuous improvement in the environmental performance of avocado orchards in New Zealand","authors":"Shreyasi Majumdar, Sarah J. McLaren","doi":"10.1007/s11367-023-02238-x","DOIUrl":"https://doi.org/10.1007/s11367-023-02238-x","url":null,"abstract":"Abstract Purpose A life cycle assessment (LCA) study was undertaken for the orchard stage of the NZ avocado value chain, to guide the development of indicators for facilitating continuous improvement in its environmental profile. Methods The functional unit (FU) was 1 kg Hass avocados produced in NZ, up to the orchard gate. The baseline model assessed avocados produced in fully productive orchards, using input data collected from 49 orchards across 281 ha in the three main avocado growing regions of New Zealand. In addition, the non-productive and low production years of avocado orchards were assessed using data from four newly established avocado operations spread across 489 ha. Climate change, eutrophication, water use, freshwater ecotoxicity and terrestrial ecotoxicity results were calculated for each orchard. Finally, national scores were calculated for each impact category from the weighted averages of the individual orchard results in the baseline sample of the three studied regions. Results There was significant variability between orchards in different input quantities, as well as impact scores. The impact assessment results showed that fuel use and fertiliser/soil conditioner production and use on orchard were consistently the main hotspots for all impact categories except water use, where impacts were generally dominated by indirect water use (irrespective of whether the orchards were irrigated or not). When considering the entire orchard lifespan, the commercially productive stage of the orchard life contributed the most to all impact category results. However, the impacts associated with 1 kg avocados, when allocated based on the total impacts across the orchard lifespan, were 13–26% higher than the baseline results which considered only the commercially productive years of the orchard life. Conclusion The study identified the priority areas for focussed improvement efforts (in particular, fertiliser and fuel use for all impact categories, and agrichemical use for the ecotoxicity impacts). Second, the regional- and national-level impact scores obtained in this study can be used as benchmarks in indicator development to show growers their relative ranking in terms of environmental performance. When using the indicators and benchmarks in a monitoring scheme, consideration should be given to developing separate benchmarks (using area-based functional units) for young orchards. It will also be necessary to develop a better understanding of the reasons for the variability in inputs and impacts so that benchmarks can be tailored to account fairly and equitably for the variability between orchards and regions.","PeriodicalId":54952,"journal":{"name":"International Journal of Life Cycle Assessment","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135112099","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-10-18DOI: 10.1007/s11367-023-02240-3
Daria Blizniukova, Peter Holzapfel, Jan Frederick Unnewehr, Vanessa Bach, Matthias Finkbeiner
Abstract Purpose As renewable energy sources (RES) experience short-term variability, electricity greenhouse gas (GHG) emissions also fluctuate. Increasing temporal resolution in electricity emissions accounting allows capturing these fluctuations. However, existing time-resolved models either neglect indirect impacts, adopt a generation perspective, or are based on non-public country-specific data. We provide an approach for calculating time-resolved GHG emission factors (EFs) of electricity consumption based on open access data for European countries and examine the temporal variability of German EFs. Methods Time-resolved electricity GHG EFs are calculated within the framework of attributional life cycle assessment (LCA) with up to quarter-hourly resolution. The approach involves top-down calculation of annual combustion emissions, validation and scaling of time-resolved electricity generation data, as well as calculation of inland consumption EFs for each interval throughout a year. The EFs are divided by the stages of net generation, consumption by hydro-pumped storage (HPS), and transmission and distribution (T&D) losses, as well as Scopes 2 and 3, enabling GHG Protocol Corporate Standard-compliant reporting. The approach is exemplarily applied to Germany and its transmission system operator zones at quarter-hourly resolution for the years from 2017 to 2020 to investigate the relation between grid mix composition and temporal variability of EFs. Results and discussion The annual average EF of the German consumption mix, encompassing direct and upstream emissions, declined from 499 (2017) to 377 g CO 2 e/kWh (2020), while quarter-hourly variability increased by 12%. Neglecting upstream emissions and intermediate steps between generation and consumption in Germany in 2020 resulted in an underestimation of 13% on an annual level, while quarter-hourly Scope 3 EFs reached up to 100 g CO 2 e/kWh. On a sub-national level, annual average EFs varied between 157 g CO 2 e/kWh (TenneT zone) and 505 g CO 2 e/kWh (50Hertz zone) in 2020. Temporal variability is the greatest in electricity systems with both fossil-fuel and renewable capacity sufficient to dominate short-term electricity generation. At an advanced level of RES integration, the fluctuations of EFs start declining, as demonstrated by the TenneT case. Conclusion An increased temporal resolution in electricity emissions accounting can enhance a posteriori LCA results’ accuracy during the energy transition phase. The provided EFs link the life cycle-based perspective with time-resolved emissions accounting. With increasing reliance on RES, indirect emissions, including those related to energy storage, will gain in significance. The next step should focus on integrating physical cross-border electricity exchanges to complete the consumption perspective, as well as examining practical implementation to other countries.
摘要目的由于可再生能源(RES)具有短期变异性,电力温室气体(GHG)排放也具有波动性。在电力排放核算中增加时间分辨率可以捕捉这些波动。然而,现有的时间分辨模型要么忽略了间接影响,要么采用世代视角,要么基于非公开的国别数据。我们提供了一种基于欧洲国家开放获取数据计算电力消耗的时间分辨温室气体排放因子(EFs)的方法,并研究了德国EFs的时间变动性。方法在归因生命周期评价(LCA)框架下,以四分之一小时的分辨率计算时间分辨电温室气体效应。该方法涉及自上而下的年度燃烧排放计算,时间分辨发电数据的验证和缩放,以及全年每个间隔的内陆消耗EFs计算。EFs按净发电阶段、抽水蓄能(HPS)消耗阶段、输配电(T&D)损耗阶段以及范围2和范围3进行划分,从而实现符合温室气体协议公司标准的报告。该方法以2017年至2020年德国及其输电系统运营商区域为例,以四分之一小时分辨率研究电网混合组成与EFs时间变化之间的关系。德国消费组合的年平均EF,包括直接和上游排放,从499(2017年)下降到377 g co2 e/kWh(2020年),而季度每小时的变化增加了12%。2020年,德国忽略了上游排放和发电和消费之间的中间步骤,导致年度水平低估了13%,而每季度范围3的EFs高达100克co2 e/kWh。在次国家层面,2020年的年平均排放量在157 g CO 2 e/kWh (TenneT区)和505 g CO 2 e/kWh (50Hertz区)之间变化。电力系统的时间变异性最大,因为化石燃料和可再生能源的发电能力都足以主导短期发电。如TenneT案例所示,在RES集成的高级水平上,EFs的波动开始下降。结论提高电力排放核算的时间分辨率可以提高能源转型阶段后验LCA结果的准确性。所提供的EFs将基于生命周期的观点与时间解决的排放核算联系起来。随着对可再生能源的依赖日益增加,间接排放,包括与能源储存有关的排放,将变得越来越重要。下一步应侧重于整合实体跨境电力交易,以完成消费视角,并研究在其他国家的实际实施情况。
{"title":"Increasing temporal resolution in greenhouse gas accounting of electricity consumption divided into Scopes 2 and 3: case study of Germany","authors":"Daria Blizniukova, Peter Holzapfel, Jan Frederick Unnewehr, Vanessa Bach, Matthias Finkbeiner","doi":"10.1007/s11367-023-02240-3","DOIUrl":"https://doi.org/10.1007/s11367-023-02240-3","url":null,"abstract":"Abstract Purpose As renewable energy sources (RES) experience short-term variability, electricity greenhouse gas (GHG) emissions also fluctuate. Increasing temporal resolution in electricity emissions accounting allows capturing these fluctuations. However, existing time-resolved models either neglect indirect impacts, adopt a generation perspective, or are based on non-public country-specific data. We provide an approach for calculating time-resolved GHG emission factors (EFs) of electricity consumption based on open access data for European countries and examine the temporal variability of German EFs. Methods Time-resolved electricity GHG EFs are calculated within the framework of attributional life cycle assessment (LCA) with up to quarter-hourly resolution. The approach involves top-down calculation of annual combustion emissions, validation and scaling of time-resolved electricity generation data, as well as calculation of inland consumption EFs for each interval throughout a year. The EFs are divided by the stages of net generation, consumption by hydro-pumped storage (HPS), and transmission and distribution (T&D) losses, as well as Scopes 2 and 3, enabling GHG Protocol Corporate Standard-compliant reporting. The approach is exemplarily applied to Germany and its transmission system operator zones at quarter-hourly resolution for the years from 2017 to 2020 to investigate the relation between grid mix composition and temporal variability of EFs. Results and discussion The annual average EF of the German consumption mix, encompassing direct and upstream emissions, declined from 499 (2017) to 377 g CO 2 e/kWh (2020), while quarter-hourly variability increased by 12%. Neglecting upstream emissions and intermediate steps between generation and consumption in Germany in 2020 resulted in an underestimation of 13% on an annual level, while quarter-hourly Scope 3 EFs reached up to 100 g CO 2 e/kWh. On a sub-national level, annual average EFs varied between 157 g CO 2 e/kWh (TenneT zone) and 505 g CO 2 e/kWh (50Hertz zone) in 2020. Temporal variability is the greatest in electricity systems with both fossil-fuel and renewable capacity sufficient to dominate short-term electricity generation. At an advanced level of RES integration, the fluctuations of EFs start declining, as demonstrated by the TenneT case. Conclusion An increased temporal resolution in electricity emissions accounting can enhance a posteriori LCA results’ accuracy during the energy transition phase. The provided EFs link the life cycle-based perspective with time-resolved emissions accounting. With increasing reliance on RES, indirect emissions, including those related to energy storage, will gain in significance. The next step should focus on integrating physical cross-border electricity exchanges to complete the consumption perspective, as well as examining practical implementation to other countries.","PeriodicalId":54952,"journal":{"name":"International Journal of Life Cycle Assessment","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135883583","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}