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An application of the graph approach to life-cycle optimisation of vehicle electrification 图表法在汽车电气化生命周期优化中的应用
IF 2.9 4区 环境科学与生态学 Pub Date : 2024-05-30 DOI: 10.1088/2515-7620/ad4513
Shohei Tokito, Yuya Nakamoto and Tesshu Hanaka
Although durable goods with low energy consumption are being promoted to achieve a decarbonised society, from the perspective of life-cycle assessment, the choice of new durable goods may increase CO2 emissions. To address this problem, research has been conducted on product replacement based on life-cycle optimisation (LCO), a method for identifying a replacement life span that minimises life-cycle CO2 emissions. However, several additional assumptions complicate the analysis of replacement patterns of products and conditional formulas because cumulative emissions do not increase linearly when considering energy mix and technology improvement, and it is difficult to extend the model to optimisation methods in previous LCO studies. This study developed a new LCO approach by applying the shortest path problem to graph theory. Our methodology can contribute to the following: (i) it is computationally inexpensive; (ii) it is intuitively easy to add complex conditions, such as various policy scenarios and parameter changes; and (iii) once the graph of replacement patterns is defined, the optimal solution can be derived using existing solution methods, such as the Dijkstra algorithm. As a case study, we focused on vehicle replacement, which is a major source of CO2 emissions and is being electrified. In particular, we identified vehicle switching paths that minimise life-cycle CO2 emissions by considering changes in Japan's energy mix and alternative fuel vehicle (AFV) characteristics. We determined that the optimal vehicle replacement path method to reduce CO2 emissions is to switch first to plug-in hybrid electric vehicles (PHEVs) and then to battery electric vehicles (BEVs). Thus, we suggest that the transition to electric vehicles requires a step-by-step process. This methodology is not only conducive to AFV deployment for decarbonisation but can also be applied to other products, such as air conditioners and lighting. Thus, various transition policies could be formulated using our methodology.
尽管为了实现低碳化社会,人们正在推广低能耗的耐用品,但从生命周期评估的角度来看,选择新的耐用品可能会增加二氧化碳排放量。为了解决这个问题,人们已经开展了基于生命周期优化(LCO)的产品更换研究,这是一种确定更换寿命的方法,可以最大限度地减少生命周期内的二氧化碳排放量。然而,由于在考虑能源组合和技术改进时,累积排放量并不是线性增加的,因此一些额外的假设使产品替换模式和条件公式的分析变得复杂,而且在以往的 LCO 研究中,很难将模型扩展到优化方法。本研究通过将最短路径问题应用于图论,开发了一种新的 LCO 方法。我们的方法可在以下方面做出贡献:(i) 计算成本低廉;(ii) 直观上易于添加复杂条件,如各种政策情景和参数变化;(iii) 一旦定义了替换模式图,就可以使用现有的求解方法(如 Dijkstra 算法)得出最优解。作为案例研究,我们将重点放在车辆更换上,因为车辆更换是二氧化碳排放的主要来源,而且正在实现电气化。特别是,考虑到日本能源结构的变化和替代燃料汽车(AFV)的特点,我们确定了可最大限度减少生命周期二氧化碳排放量的车辆更换路径。我们确定,减少二氧化碳排放的最佳车辆更换路径方法是首先更换为插电式混合动力电动汽车(PHEV),然后更换为电池电动汽车(BEV)。因此,我们认为向电动汽车过渡需要一个循序渐进的过程。这种方法不仅有利于为去碳化而部署 AFV,也可应用于其他产品,如空调和照明。因此,可以利用我们的方法制定各种过渡政策。
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引用次数: 0
Air pollution impact on forecasting electricity demand utilizing CNN-PSO hyper-parameter optimization 利用 CNN-PSO 超参数优化法预测空气污染对电力需求的影响
IF 2.9 4区 环境科学与生态学 Pub Date : 2024-05-30 DOI: 10.1088/2515-7620/ad484b
Ramiz Gorkem Birdal
Electricity consumption is expected to increase considerably in the next few years, so forecasting and planning will become more important. A new method of forecasting electricity loads based on air pollution is presented in this paper. Air pollution indirect effects are not incorporated in current evaluations since they rely primarily on weather conditions, historical load data, and seasonality. The accuracy of electricity load forecasting improved by incorporating air pollution data and its potential effects, especially in regions where air quality heavily impacts energy consumption and generation patterns. This robust prediction model is capable of capturing the complex interactions between air pollution and electricity load by integrating innovative environmental factors with historical load data, weather forecasts, and other features. As part of the second contribution, we use metaheuristic algorithms to optimize hyper parameters, which provide advantages such as exploration capability, global optimization, robustness, parallelization, and adaptability making them valuable tools to improve machine learning models' performance and efficiency. The study found that the correlation coefficient (R) between predicted and real electricity demand and supply was high, at 0.9911. Beyond that this approach reduces MAPE by up to 19.5% when CNN and particle swarm optimization are combined with utilizing innovative air pollution variables. As a result, the optimization results were robust compared to state-of-the-art results based on statistical metrics such as RMSE and MAPE. Lastly, we emphasize the importance of factoring in air pollution effects when forecasting and managing electricity loads; future research directions include developing integrated modeling frameworks that reflect the dynamic interaction between air quality, energy consumption, and renewable energy generation.
预计未来几年用电量将大幅增加,因此预测和规划将变得更加重要。本文介绍了一种基于空气污染的电力负荷预测新方法。由于目前的评估主要依赖于天气条件、历史负荷数据和季节性,因此没有将空气污染的间接影响纳入其中。通过纳入空气污染数据及其潜在影响,尤其是在空气质量严重影响能源消费和发电模式的地区,电力负荷预测的准确性得到了提高。通过将创新的环境因素与历史负荷数据、天气预报和其他特征相结合,这种稳健的预测模型能够捕捉空气污染与电力负荷之间复杂的相互作用。作为第二个贡献的一部分,我们使用元启发式算法来优化超参数,这种算法具有探索能力、全局优化、鲁棒性、并行性和适应性等优势,是提高机器学习模型性能和效率的重要工具。研究发现,预测与实际电力供需之间的相关系数(R)很高,达到 0.9911。此外,当 CNN 和粒子群优化结合使用创新的空气污染变量时,这种方法可将 MAPE 降低达 19.5%。因此,与基于 RMSE 和 MAPE 等统计指标的先进结果相比,优化结果非常稳健。最后,我们强调了在预测和管理电力负荷时考虑空气污染影响的重要性;未来的研究方向包括开发综合建模框架,以反映空气质量、能源消耗和可再生能源发电之间的动态互动。
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引用次数: 0
Exploring the relationship between cultural ecosystem services and human well-being of Qiandao Lake in China: insights from tourists and residents 探索中国千岛湖文化生态系统服务与人类福祉之间的关系:来自游客和居民的见解
IF 2.9 4区 环境科学与生态学 Pub Date : 2024-05-17 DOI: 10.1088/2515-7620/ad4d43
Jie Wang, Kuan Wang, Shuangjin LI, Huiyong Song, Shuang MA, Weiwu Han, Di Pang
Landscapes of lakes have a significant impact on people's perceptions of Cultural Ecosystem Services (CES), as well as on their overall sense of well-being. However, there is limited understanding of how best to manage land landscapes and how different approaches influence these perceptions. To explore these questions, a case study of China's Qiandao Lake was conducted, using a survey of 416 tourists and residents based on the Millennium Ecosystem Assessment (MA) framework. The relationship between CES and Human Well-Being (HWB) was examined using Structural Equation Modeling (SEM), followed by the application of the Importance-Performance Analysis (IPA) method to identify which aspects should be targeted in management strategies. The results revealed several key findings. Firstly, there were significant differences in satisfaction with CES between tourists and residents. Tourists showed higher satisfaction levels in spiritual service, aesthetic service, inspiration, and education and science aspects. In contrast, residents prioritized cultural heritage and sense of place, indicating a deeper connection to the cultural and historical elements of their environment. Secondly, age, education, and income levels played important roles in shaping perceptions of CES. Thirdly, the study underscored the impact of CES on HWB, with aesthetic service having the greatest influence on tourists' HWB, and spiritual service having the most impact on residents' HWB. Lastly, using the IPA model, indicators with low satisfaction but high importance were identified, suggesting areas for improvement, particularly in cultural integration and unique environmental features. These research findings provide scientific and theoretical support for the management and landscape planning of lake ecosystems.
湖泊景观对人们的文化生态系统服务 (CES) 感知及其整体幸福感具有重要影响。然而,人们对如何以最佳方式管理陆地景观以及不同方法如何影响这些感知的认识还很有限。为了探讨这些问题,我们基于千年生态系统评估(MA)框架,对 416 名游客和居民进行了调查,并对中国千岛湖进行了案例研究。研究采用结构方程模型(SEM)对 CES 与人类福祉(HWB)之间的关系进行了检验,随后应用重要性-绩效分析(IPA)方法确定了管理策略应针对的方面。研究结果揭示了几个重要发现。首先,游客和居民对 CES 的满意度存在显著差异。游客在精神服务、审美服务、启发和科教方面的满意度较高。相比之下,居民优先考虑文化遗产和地方感,这表明他们与环境中的文化和历史元素有更深的联系。其次,年龄、教育程度和收入水平在影响人们对 CES 的看法方面发挥了重要作用。第三,研究强调了 CES 对 HWB 的影响,其中美学服务对游客的 HWB 影响最大,而精神服务对居民的 HWB 影响最大。最后,利用 IPA 模型,确定了满意度较低但重要性较高的指标,指出了需要改进的地方,尤其是在文化融合和独特环境特征方面。这些研究结果为湖泊生态系统的管理和景观规划提供了科学理论支持。
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引用次数: 0
Topical Reviews of Research on Resilience to Natural Environment in Fujian Traditional Dwellings of China 中国福建传统民居抵御自然环境能力研究专题综述
IF 2.9 4区 环境科学与生态学 Pub Date : 2024-05-17 DOI: 10.1088/2515-7620/ad4d42
Mengrong Shu, Kaida Chen, Yuanrong He, Yansong Wang
The original purpose of resilience design for traditional architectures is to be coordinated with and adapted to the natural environment. The natural environmental resilience of traditional dwellings refers to the ability of the dwellings to maintain the residents’ comfort, safety, and health in the face of natural environmental challenges including various disasters. In the process of designing traditional dwellings, the wisdom contributed to improving living environment conditions is of significant reference value. Therefore, this paper reviews the main literature on the resilience of traditional dwellings to the natural environment in Fujian of China. A topical review framework is proposed to cover the resilience performance of traditional dwellings in Fujian under various natural environmental conditions. Specifically, it is divided into two aspects: internal comfort resilience and external disaster-resistance resilience, based on which researchers in related fields can establish a clearer classification of resilience research in their future studies. In terms of internal comfort resilience, this paper focuses on relevant perspectives such as humidity, temperature, brightness, noise, etc. In terms of external disaster-resistance resilience, this paper summarizes the adaptability of traditional dwellings in the face of disasters triggered by natural hazards such as fires, floods, earthquakes, and typhoons. Based on this framework, this paper reviews the current research status, discusses the limitations and shortcomings in this research area, and proposes corresponding prospects for future research.
传统建筑复原力设计的初衷是与自然环境相协调、相适应。传统民居的自然环境恢复力是指民居在面对包括各种灾害在内的自然环境挑战时,维持居住者舒适、安全和健康的能力。在传统民居的设计过程中,为改善居住环境条件而贡献的智慧具有重要的参考价值。因此,本文综述了有关中国福建传统民居对自然环境抗御能力的主要文献。本文提出了一个专题综述框架,涵盖了福建传统民居在各种自然环境条件下的抗灾性能。具体而言,分为内部舒适性和外部抗灾性两个方面,相关领域的研究人员可据此在今后的研究中对抗灾性研究进行更清晰的分类。在内部舒适性复原力方面,本文主要从湿度、温度、亮度、噪音等相关角度进行研究。在外部抗灾能力方面,本文总结了传统民居在面对火灾、洪水、地震、台风等自然灾害时的适应性。基于这一框架,本文回顾了当前的研究现状,讨论了该研究领域的局限性和不足,并对未来研究提出了相应的展望。
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引用次数: 0
Short-term exposure to ambient temperature and the mortality burden of suicide in Japan 短期暴露于环境温度与日本自杀死亡率的关系
IF 2.9 4区 环境科学与生态学 Pub Date : 2024-05-15 DOI: 10.1088/2515-7620/ad4c3f
R. Thawonmas, Yoonhee Kim, Masahiro Hashizume
Background Previous studies suggest that temperature may trigger suicide, with higher ambient temperatures associated with increased risk globally. However, quantification of the attributable suicide burden due to non-optimal temperatures, particularly across specific subgroups like sex, age, and method of suicide, is limited. This study aimed to quantify this attributable burden across Japan and assess variations in these subgroups to enhance understanding and identify high-risk populations. Methods Data on daily suicide counts and mean temperatures were collected for all 47 prefectures in Japan (1973-2015) for a comprehensive, nationally representative analysis. Using time-stratified case-crossover analyses and a distributed lag non-linear model (DLNM), we estimated temperature-suicide associations, accounting for long-term trends, seasonality, and day-of-the-week effects, and capturing both nonlinear and delayed impacts of temperature. Overall attributable fractions and fractions attributable to cold (0th-10th percentile), cool (10th-50th), warm (50th-90th), and hot (90th-100th) temperatures were computed. Subgroup analyses were conducted by sex, age (0-64 years and ≥65 years), and method of suicide (violent or nonviolent). Results Approximately 19.9% of suicides (95% empirical confidence interval (eCI): 18.8, 20.9) could be attributed to non-optimal temperatures, representing the proportion of cases that would not have occurred under optimal temperature conditions, identified at the temperature corresponding to the minimum risk of suicide. The highest fraction (9.9%, 95% eCI: 9.4, 10.4) was observed for warm temperatures (50th-90th percentile). Higher burdens were observed in females (23.7%), individuals aged ≥65 years (31.9%), and violent suicides (22.4%). Conclusions Nearly 20% of suicides in Japan are associated with non-optimal temperatures, particularly during warmer conditions. These findings highlight the importance of integrating temperature considerations into suicide prevention strategies, particularly for vulnerable populations such as the elderly. While focused on Japan, these results advocate future research to explore similar burdens globally, enhancing our understanding of environmental impacts on suicide and informing targeted public health interventions.
背景 以往的研究表明,温度可能引发自杀,在全球范围内,环境温度越高,自杀风险越高。然而,对非最佳温度导致的自杀负担的量化研究还很有限,特别是在性别、年龄和自杀方式等特定亚群中。本研究旨在量化日本各地的可归因自杀负担,并评估这些亚群的差异,以加深了解并识别高危人群。方法 收集了日本所有 47 个都道府县(1973-2015 年)的每日自杀人数和平均气温数据,以进行具有全国代表性的综合分析。利用时间分层病例交叉分析和分布式滞后非线性模型(DLNM),我们估算了气温与自杀的关联,考虑了长期趋势、季节性和周日效应,并捕捉到了气温的非线性和延迟影响。我们计算了总的可归因分数和可归因于低温(第 0-10 百分位数)、凉爽(第 10-50 百分位数)、温暖(第 50-90 百分位数)和炎热(第 90-100 百分位数)温度的分数。按性别、年龄(0-64 岁和≥65 岁)和自杀方式(暴力或非暴力)进行了分组分析。结果 约有 19.9% 的自杀事件(95% 经验可信区间 (eCI):18.8, 20.9)可归因于非最佳温度,这代表了在最佳温度条件下不会发生的自杀事件比例,即在与自杀最低风险相对应的温度条件下确定的自杀事件比例。在温度较高(第50-90百分位数)的情况下,这一比例最高(9.9%,95% eCI:9.4, 10.4)。女性(23.7%)、年龄≥65 岁者(31.9%)和暴力自杀者(22.4%)的自杀率较高。结论 日本近 20% 的自杀事件与气温不适宜有关,尤其是在气温较高的情况下。这些发现凸显了将温度因素纳入自杀预防策略的重要性,尤其是对老年人等弱势群体而言。虽然这些研究结果主要集中在日本,但我们仍建议今后在全球范围内开展类似的研究,以加深我们对环境对自杀的影响的了解,并为有针对性的公共卫生干预措施提供信息。
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引用次数: 0
Rapid shoaling of aragonite saturation horizon in the northern Indian Ocean 北印度洋霰石饱和层的快速移动
IF 2.9 4区 环境科学与生态学 Pub Date : 2024-05-14 DOI: 10.1088/2515-7620/ad45c1
B Sridevi and V V S S Sarma
Anthropogenic carbon dioxide (CO2) penetrates up to 1000 m of water column in the Indian Ocean resulting in acidification and corrosion of aragonite skeletal material. The shallowest aragonite saturation horizon (ASH) was observed in the Bay of Bengal (BoB; 219 ± 10 m) within the tropical Indian Ocean. The ASH shoaled at the rate of 6.3 ± 5 and 4.4 ± 3 m yr−1 in the past four decades in the BoB and Arabian Sea respectively. As a result, an increase in total alkalinity (TA) was observed at the rate of 0.5 ± 0.3 and 0.25 ± 0.2 μmol kg−1 yr−1 at the depth of ASH in the BoB, and Arabian Sea respectively. While the shoaling rate of ASH remained the same in the Arabian Sea over the past four decades, in contrast, rapid shoaling was observed in the BoB in the recent decades due to higher accumulation of anthropogenic CO2 in the upper ocean associated with an increase in river discharge and decomposition of riverine organic matter. These two processes decreased the pH resulting in corrosion of aragonite skeletal material and increased TA at the depth of ASH in the BoB. Under a business-as-usual scenario, aragonite-secreting organisms will be seriously affected by the middle of this century in the BoB.
人类活动产生的二氧化碳(CO2)可渗透到印度洋 1000 米的水体中,导致文石骨架材料酸化和腐蚀。在热带印度洋的孟加拉湾(BoB;219 ± 10 米)观测到了最浅的文石饱和层(ASH)。在过去 40 年中,孟加拉湾和阿拉伯海的文石饱和层分别以每年 6.3 ± 5 米和 4.4 ± 3 米的速度上升。因此,在渤海和阿拉伯海的 ASH 深度,观察到总碱度(TA)分别以每年 0.5 ± 0.3 和 0.25 ± 0.2 μmol kg-1 的速率增加。在过去 40 年中,阿拉伯海的浅海滩化率保持不变,但与此相反,最近几十年在渤海观察到浅海迅速滩化,原因是与河流排水量增加和河流有机物分解有关的人为二氧化碳在海洋上层累积较多。这两个过程降低了 pH 值,导致文石骨架材料腐蚀,并增加了 BoB ASH 深度的 TA 值。在一切照旧的情况下,到本世纪中叶,BoB 中的文石分泌生物将受到严重影响。
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引用次数: 0
Unraveling the environmental consequences of trade openness in South Africa: a novel approach using ARDL modeling 揭示南非贸易开放的环境后果:使用 ARDL 模型的新方法
IF 2.9 4区 环境科学与生态学 Pub Date : 2024-05-13 DOI: 10.1088/2515-7620/ad46ef
Wang Lanhui and Abubakar Sadiq Ibrahim
Free trade and environmental sustainability are currently top economic and environmental research priorities. While numerous theories connect trade openness with environmental quality, empirical evidence often fails to support these claims. Using data spanning from 1980 to 2020, our study examines the effect of trade openness on CO2 emissions in South Africa. By employing a novel ARDL modeling framework, our analysis confirms the presence of the Environmental Kuznets Curve (EKC) hypothesis in South Africa. Our findings reveal that while GDP square enhances environmental quality, trade openness and economic growth have a degrading effect over time. Additionally, the study identifies that energy consumption, FDI, and value-added activities all contribute to environmental degradation. Findings also highlights the influence of institutional quality on the environment, demonstrating that political stability and control of corruption lead to increased CO2 emissions, while the rule of law reduces CO2 emissions. The research suggested that the potential of green economies should be leveraged in developing renewable energy, sustainable development, the recycling industry, and green financing sectors. A shift in economic activity in this direction will thus foster long-term economic growth and sustainable development.
自由贸易和环境可持续性是当前经济和环境研究的重中之重。虽然有许多理论将贸易开放与环境质量联系在一起,但经验证据往往无法支持这些说法。我们的研究利用 1980 年至 2020 年的数据,考察了贸易开放对南非二氧化碳排放的影响。通过采用新颖的 ARDL 模型框架,我们的分析证实了南非存在环境库兹涅茨曲线(EKC)假说。我们的研究结果表明,虽然 GDP 方阵会提高环境质量,但贸易开放度和经济增长会随着时间的推移而产生退化效应。此外,研究还发现,能源消耗、外国直接投资和增值活动都会导致环境退化。研究结果还强调了制度质量对环境的影响,表明政治稳定和腐败控制会导致二氧化碳排放量增加,而法治则会减少二氧化碳排放量。研究建议,应利用绿色经济的潜力发展可再生能源、可持续发展、回收行业和绿色融资部门。因此,经济活动向这一方向转变将促进长期经济增长和可持续发展。
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引用次数: 0
Management of eutrophication using combined the ‘flock & sink’ mitigation technique and submerged plants restoration: a mesocosm study 利用 "成群沉没 "缓解技术和沉水植物恢复相结合的富营养化管理:一项中观宇宙研究
IF 2.9 4区 环境科学与生态学 Pub Date : 2024-05-13 DOI: 10.1088/2515-7620/ad45c0
Yutian Liu, Jinfu Liu, Yuwei Chen, Taotao Dai, Wei Li, Jinying Xu, Xiaoliang Zhang, Linsen Tang, Fangwen Zheng and Jiayou Zhong
Currently, the issue of eutrophication and cyanobacterial blooms persists in water bodies worldwide, prompting the exploration of various treatment methods. This study conducted a comparative analysis of eutrophic water bodies using ferric chloride-modified zeolite (FMZ) and calcium hydroxide-modified zeolite (CMZ) combined with Elodea nuttallii (E. nuttallii) for removal and purification effects. The results revealed that the addition of E. nuttallii had a sustained inhibitory effect on phosphorus release, maintaining stability with lower Turbidity(Tur) and stabilized pH within the range of 8.5–9. FMZ demonstrated rapid reduction in dissolved phosphorus concentration, achieving a removal rate of 96% within 3 days. The combined plant group of CMZ and FMZ exhibited synergistic effects with E. nuttallii, achieving an impressive total phosphorus (TP) removal rate of 80.13% and a total nitrogen (TN) removal rate of 48.77%. Additionally, chlorophyll a (Chl a) concentration decreased from 100.74 ± 24.72 μg l−1 to 49.96 ± 2.08 μg l−1. The phytoplankton community composition indicated that diatoms thrived in low temperatures and high NH4 conditions. Under the same low Total Nitrogen to Total Phosphorus (TN:TP) ratio, high TP concentrations were associated with cyanobacteria dominance, while green algae dominated in other scenarios. This comprehensive approach demonstrates the potential efficacy of CMZ and FMZ combined with E. nuttallii in addressing eutrophic water bodies and mitigating cyanobacterial blooms.
目前,富营养化和蓝藻水华问题在全球水体中持续存在,促使人们探索各种处理方法。本研究比较分析了氯化铁改性沸石(FMZ)和氢氧化钙改性沸石(CMZ)与裙带菜(E. nuttallii)结合使用对富营养化水体的去除和净化效果。结果表明,E. nuttallii 的加入对磷的释放有持续的抑制作用,在较低的浊度(Tur)下保持稳定,并将 pH 值稳定在 8.5-9 的范围内。FMZ 能快速降低溶解磷浓度,3 天内去除率达到 96%。CMZ 和 FMZ 组合植物群与 E. nuttallii 具有协同效应,总磷(TP)去除率达到 80.13%,总氮(TN)去除率达到 48.77%。此外,叶绿素 a(Chl a)浓度从 100.74 ± 24.72 μg l-1 降至 49.96 ± 2.08 μg l-1。浮游植物群落组成表明,硅藻在低温和高 NH4 条件下生长旺盛。在相同的低总氮与总磷(TN:TP)比值条件下,高 TP 浓度与蓝藻占优势有关,而绿藻在其他情况下则占优势。这种综合方法证明了 CMZ 和 FMZ 与 E. nuttallii 的结合在解决富营养化水体问题和缓解蓝藻藻华方面的潜在功效。
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引用次数: 0
Residual emissions and carbon removal towards Japan’s net-zero goal: A multi-model analysis 实现日本净零排放目标的剩余排放量和碳清除量:多模型分析
IF 2.9 4区 环境科学与生态学 Pub Date : 2024-05-13 DOI: 10.1088/2515-7620/ad4af2
Masahiro Sugiyama, S. Fujimori, Kenichi Wada, Estsushi Kato, Yuhji Matsuo, Osamu Nishiura, K. Oshiro, Takashi Otsuki
We study Japan’s net-zero emissions target by 2050 in a multi-model framework, focusing on residual emissions and carbon dioxide removal (CDR). Four energy-economic and integrated assessment models show similar but stronger strategies for the net-zero target, compared to the previous, low-carbon policy target (80% emissions reduction). Results indicate that around 90% (inter-model median) of the current emissions are reduced through abatement, including improved energy efficiency and cleaner electricity and fuels. Models deploy new options such as CDR based on carbon capture and storage (CCS) (bioenergy with CCS and direct air carbon dioxide capture and storage) and hydrogen to achieve net zero. The scale of CCS-based CDR deployment reaches an inter-model median of 132Mt-CO2/yr. The median hydrogen share of final energy in 2050 increases from 0.79% to 6.9% between the low-carbon and net-zero scenarios. The CDR sensitivity analysis reveals that limiting the use of CDR significantly increases the mitigation costs for net zero. Achieving Japan’s net-zero goal will require exploring methods to reduce residual emissions, including demand-side solutions, and accelerating responsible CDR policies.
我们在多模型框架下研究了日本到 2050 年的净零排放目标,重点关注残余排放和二氧化碳去除量(CDR)。与之前的低碳政策目标(减排 80%)相比,四个能源经济和综合评估模型显示了类似但更有力的净零排放目标战略。结果表明,通过减排,包括提高能效、清洁电力和燃料,可减少当前排放量的约 90%(模型间中值)。模型采用了新的方案,如基于碳捕集与封存(CCS)的 CDR(带 CCS 的生物能源和直接空气二氧化碳捕集与封存)和氢,以实现净零排放。基于 CCS 的 CDR 部署规模达到模型间中值 1.32 亿吨二氧化碳/年。在低碳情景和净零情景之间,2050 年氢在终端能源中所占比例的中位数从 0.79% 增加到 6.9%。CDR 敏感性分析表明,限制 CDR 的使用会显著增加净零情景的减排成本。要实现日本的净零目标,需要探索减少残余排放的方法,包括需求方解决方案,以及加快实施负责任的 CDR 政策。
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引用次数: 0
Feed-In-Tariff Is Key to Japan’s Current Biomass Power’s Viability, Even with Environmental Externalities 即使存在环境外部性,上网电价也是日本当前生物质能发电可行性的关键所在
IF 2.9 4区 环境科学与生态学 Pub Date : 2024-05-10 DOI: 10.1088/2515-7620/ad4a28
Kosuke Miyatake, Masahiko Haraguchi, Tomoyo Toyota, Yu Nagai, Makoto Taniguchi
Bioenergy is increasingly recognized as an effective tool for removing carbon dioxide from the atmosphere. However, its economic feasibility remains underexplored, particularly when accounting for environmental impacts. This study proposes a quantitative assessment framework to calculate the cost-benefit ratio of biomass power generation and to assess the sustainability of its supporting policy tools, such as feed-in-tariffs (FIT). The framework accounts for benefits through electricity generation and environmental externalities, namely emissions from feedstock production and procurement, such as the transportation of biomass materials. This allows for quantification and a detailed discussion of multiple environmental burdens of biomass energy and economic costs. As a case study, this framework was applied to a hypothetical biomass plant in Japan, which has the fifth-largest biomass market globally. We prepare several scenarios to consider diverse conditions within the Japanese biomass industry, including the types of biomass materials used (pellets vs. chips), their sources (domestic vs. international), and the biomass technologies employed. The results show that using pellets, predominantly imported, significantly increases biomass energy costs. The increase in cost is directly proportional to the quantity of utilized pellets and their transportation distances. However, pellet production location —whether in Vietnam or Canada—doesn't significantly change the overall cost calculations in our study. Our result is consistent across various biomass technologies, showing that the high selling price under the feed-in-tariff system, rather than material type, supply origin, or transportation mode, plays the most critical role in economic feasibility, even when accounting for environmental externalities. Thus, decision-makers must reevaluate the efficacy of FIT policies for wood biomass powers, where fuel costs share a substantial portion. We also discuss its synergies with local industries and trade-offs with other land-use objectives.
人们日益认识到,生物能源是清除大气中二氧化碳的有效工具。然而,其经济可行性仍未得到充分探索,特别是在考虑环境影响时。本研究提出了一个定量评估框架,用于计算生物质发电的成本效益比,并评估其配套政策工具(如上网电价)的可持续性。该框架考虑了发电效益和环境外部性,即原料生产和采购(如生物质材料运输)过程中的排放。这样就可以对生物质能源的多重环境负担和经济成本进行量化和详细讨论。作为案例研究,我们将此框架应用于日本的一家假设生物质发电厂,该发电厂拥有全球第五大生物质市场。我们准备了几种方案,以考虑日本生物质能产业的各种条件,包括使用的生物质材料类型(颗粒与木片)、来源(国内与国际)以及采用的生物质能技术。结果表明,使用颗粒(主要是进口颗粒)会显著增加生物质能源成本。成本的增加与使用的颗粒数量及其运输距离成正比。然而,在我们的研究中,颗粒生产地点--无论是在越南还是加拿大--并没有显著改变总成本的计算。我们的研究结果在各种生物质技术中都是一致的,表明即使考虑到环境外部性,在上网电价制度下的高售价,而不是材料类型、供应来源或运输方式,对经济可行性起着至关重要的作用。因此,决策者必须重新评估针对木质生物质能源的上网电价政策的有效性,因为燃料成本占了很大一部分。我们还讨论了其与当地产业的协同作用以及与其他土地利用目标的权衡。
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Environmental Research Communications
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