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Automatic identification and classification of compostable and biodegradable plastics using hyperspectral imaging 利用高光谱成像技术自动识别和分类可堆肥和可生物降解塑料
Pub Date : 2023-03-14 DOI: 10.3389/frsus.2023.1125954
Nutcha Taneepanichskul, H. Hailes, M. Miodownik
In the UK waste management systems biodegradable and compostable packaging are not automatically detected and separated. As a result, their fate is generally landfill or incineration, neither of which is an environmentally good outcome. Thus, effective sorting technologies for compostable plastics are needed to help improve composting rates of these materials and reduce the contamination of recycling waste streams. Hyperspectral imaging (HSI) was applied in this study to develop classification models for automatically identifying and classifying compostable plastics with the analysis focused on the spectral region 950–1,730 nm. The experimental design includes a hyperspectral imaging camera, allowing different chemometric techniques to be applied including principal component analysis (PCA) and partial least square discriminant analysis (PLS-DA) to develop a classification model for the compostable materials plastics. Materials used in this experimental analysis included compostable materials (sugarcane-derived and palm leaf derived), compostable plastics (PLA, PBAT) and conventional plastics (PP, PET, and LDPE). Our strategy was to develop a classification model to identify and categorize various fragments over the size range of 50 x 50 mm to 5 x 5 mm. Results indicated that both PCA and PLS-DA achieved classification scores of 100% when the size of material was larger than 10 mm x 10 mm. However, the misclassification rate increased to 20% for sugarcane-derived and 40% for palm leaf-based materials at sizes of 10 x 10 mm or below. In addition, for sizes of 5 x 5 mm, the misclassification rate for LDPE and PBAT increased to 20%, and for sugarcane and palm-leaf based materials to 60 and 80% respectively while the misclassification rate for PLA, PP, and PET was still 0%. The system is capable of accurately sorting compostable plastics (compostable spoons, forks, coffee lids) and differentiating them from identical looking conventional plastic items with high accuracy.
在英国的废物管理系统中,可生物降解和可堆肥的包装不会被自动检测和分离。因此,它们的命运通常是填埋或焚烧,这两种方式对环境都不好。因此,需要有效的可堆肥塑料分类技术来帮助提高这些材料的堆肥率并减少回收废物流的污染。本研究利用高光谱成像技术(HSI)建立了可堆肥塑料自动识别和分类的分类模型,分析范围集中在950 ~ 1730 nm光谱区域。实验设计包括一个高光谱成像相机,允许应用不同的化学计量技术,包括主成分分析(PCA)和偏最小二乘判别分析(PLS-DA),以开发可堆肥材料塑料的分类模型。本实验分析中使用的材料包括可堆肥材料(甘蔗衍生和棕榈叶衍生),可堆肥塑料(PLA, PBAT)和常规塑料(PP, PET和LDPE)。我们的策略是开发一个分类模型,以识别和分类尺寸范围从50 x 50毫米到5 x 5毫米的各种碎片。结果表明,当材料尺寸大于10 mm × 10 mm时,PCA和PLS-DA的分类分数均达到100%。然而,在尺寸为10 × 10毫米或以下的甘蔗基材料中,错误分类率增加到20%,棕榈叶基材料增加到40%。此外,对于尺寸为5 × 5 mm的材料,LDPE和PBAT的误分类率增加到20%,甘蔗和棕榈叶基材料的误分类率分别增加到60%和80%,而PLA、PP和PET的误分类率仍然为0%。该系统能够准确地分类可堆肥塑料(可堆肥的勺子、叉子、咖啡盖),并以高精度将它们与外观相同的传统塑料物品区分开来。
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引用次数: 1
Listen to the science! Which science? Regenerative research for times of planetary crises 听科学的!科学?地球危机时期的再生研究
Pub Date : 2023-03-13 DOI: 10.3389/frsus.2023.1115238
A. Raffoul
In situations where scientists disagree, which science should decision-makers listen to? This article argues that we should listen to “regenerative research”, that is, research (1) whose objective is to regenerate our relationship to the land and to each other (rather than dominating nature), (2) whose worldview acknowledges the interconnection between humans and non-humans (rather than assuming a separation between humanity and nature), and (3) whose processes are democratized (instead of including but a narrow circle of researchers). We should listen to regenerative science not because it is suited to the interests of politicians or activists, but because it is most likely to be beneficent, rigorous, and objective. In addition to granting scientists new responsibilities, such as engaging in public action, the climate and ecological crises therefore also require us to critically reflect on the core of our work: the knowledge we generate.
在科学家意见不一致的情况下,决策者应该听从哪一种科学?本文认为,我们应该听取“再生研究”,即:(1)其目标是再生我们与土地和彼此之间的关系(而不是支配自然),(2)其世界观承认人与非人类之间的联系(而不是假设人与自然之间的分离),以及(3)其过程是民主化的(而不是包括但狭隘的研究人员圈子)。我们应该倾听再生科学,不是因为它符合政治家或活动家的利益,而是因为它最有可能是有益的、严谨的和客观的。因此,除了赋予科学家新的责任,例如参与公共行动之外,气候和生态危机还要求我们批判性地反思我们工作的核心:我们产生的知识。
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引用次数: 0
Policy implications for gaps in traditional plastic waste material flow analysis: Palmerston North, New Zealand 传统塑料废物流分析中差距的政策影响:北帕默斯顿,新西兰
Pub Date : 2023-03-09 DOI: 10.3389/frsus.2023.982357
T. Farrelly, T. Y. Chitaka
The Basel Plastic Waste Amendments reflect growing global concern about the illegal plastic waste trade as waste colonialism. Comprehensive analyses of plastic waste material sources, pathways, and fates are needed for effective plastic waste trade policy. Plastics waste flows from Palmerston North, New Zealand to Malaysia highlight potential gaps in plastic waste trade policies. The authors recommend strengthening New Zealand's national waste policy framework and the Basel Convention's Plastics Amendments by basing policy responses on critical transboundary plastic waste material flow analyses, establishing harmonized definitions including “recyclable” and “environmentally sound recycling”; regulating contamination thresholds and container inspections; and waste trade traceability, transparency, compliance, enforcement, and remediation; reclassifying fluorinated polymers and thermosets as “hazardous”; and prioritizing principles of prevention, proximity and precaution over future investments in the management of plastic waste.
巴塞尔塑料废物修正案反映了全球对非法塑料废物贸易作为废物殖民主义的日益关注。为了制定有效的塑料废物贸易政策,需要对塑料废物的来源、途径和命运进行全面分析。塑料废物从北帕默斯顿、新西兰流向马来西亚,凸显了塑料废物贸易政策的潜在差距。作者建议加强新西兰的国家废物政策框架和《巴塞尔公约》的塑料修正案,将政策反应建立在关键的跨境塑料废物流动分析的基础上,建立包括“可回收”和“无害环境回收”在内的统一定义;规范污染阈值和集装箱检查;废物贸易的可追溯性、透明度、合规性、执法和补救措施;将含氟聚合物和热固性材料重新分类为"危险";并优先考虑预防、接近和预防原则,而不是未来在塑料废物管理方面的投资。
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引用次数: 1
Scoping good papers for organizations' sustainability in management and engineering research 在管理和工程研究中为组织的可持续性寻找好的论文
Pub Date : 2023-03-09 DOI: 10.3389/frsus.2023.1148499
T. Sakao, C. Desha, I. Djekić, C. Favi, O. Olayide, M. Zioło, Jussi Kantola, M. Muñoz-Torres, U. Tortato, J. Segalás, K. Urbaniec, Ernesto D. R. Santibanez-Gonzalez, M. Renzi, S. Seuring, R. Lozano
COPYRIGHT © 2023 Sakao, Desha, Djekic, Favi, Olayide, Ziolo, Kantola, Muñoz-Torres, Tortato, Segalas, Urbaniec, Santibanez-González, Renzi, Seuring and Lozano. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. Scoping good papers for organizations’ sustainability in management and engineering research
版权所有©2023 Sakao、Desha、Djekic、Favi、Olayide、Ziolo、Kantola、Muñoz-Torres、Tortato、Segalas、Urbaniec、Santibanez-González、Renzi、Seuring和Lozano。这是一篇基于知识共享署名许可(CC BY)的开放获取文章。允许在其他论坛上使用、分发或复制,前提是要注明原作者和版权所有者,并根据公认的学术惯例引用本期刊的原始出版物。不遵守这些条款的使用、分发或复制是不被允许的。在管理和工程研究中为组织的可持续性寻找好的论文
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引用次数: 1
Galápagos and the plastic problem Galápagos和塑料问题
Pub Date : 2023-03-03 DOI: 10.3389/frsus.2023.1091516
J. Muñoz-Pérez, G. Lewbart, Daniela Alarcón-Ruales, Alice Skehel, Esteban Cobos, R. Rivera, Alexis J Jaramillo, Henry Vivanco, Leo Zurita-Arthos, B. Wallace, C. Valle, K. Townsend
Plastic pollution (PP) is an ongoing, pervasive global problem that represents a risk to the Galápagos archipelago, despite it being one of the world's most pristine and well-protected regions. By working closely with citizen scientists, we aimed to quantify and map the magnitude and biological effects of PP. With macroplastic abundance ranging from 0.003 to 2.87 items/m2, our research indicates that all five sampled Galápagos bioregions are contaminated with PP along their coastlines. The distribution of this debris is not uniform, with macroplastics significantly higher on the windward shores. Based on the identification information found on the examined items, Polyethylene terephthalate (PET) was the most predominant type of plastic originating from both consumer and fisheries-based products deriving primarily from Perú, China, and Ecuador. The top three manufacturers were AjeCroup, Coca-Cola, and Tingy Holding Corporation. Through citizen science, we documented PP exposure in 52 species (20 endemic) in Galápagos terrestrial and marine environments, with exposure occurring in two ways: entanglement and ingestion. These included reptiles (8 species), birds (13 species), mammals (4 species), cartilaginous fish (7 species), bony fish (14 species), and invertebrates (6 species). The top five species with the greatest risk of serious harm due to entanglement (in decreasing order) were identified as green sea turtles, marine iguanas, whale sharks, spine-tail mobulas, and medium-ground finches. In contrast, Santa Cruz tortoises, green sea turtles, marine iguanas, black-striped salemas, and Galápagos sea lions were at the highest risk of harm due to the ingestion of plastics. Our research indicates that PP is a growing problem in the Galápagos archipelago and that additional work is necessary to mitigate its impact now and in the future. Graphical Abstract The main findings of this study are presented visually, showing how many and which species of animals are most at risk, the main countries of manufacturing and manufacturers that were predominant, and the direction of pollution.
塑料污染(PP)是一个持续存在的、普遍存在的全球性问题,对Galápagos群岛构成了威胁,尽管它是世界上最原始、保护最完善的地区之一。通过与公民科学家密切合作,我们的目标是量化和绘制PP的大小和生物效应。我们的研究表明,所有五个采样的Galápagos生物区沿其海岸线都受到PP污染,宏观塑料丰度范围为0.003至2.87件/m2。这些碎片的分布并不均匀,迎风海岸的宏观塑料含量明显较高。根据检查物品上发现的识别信息,聚对苯二甲酸乙二醇酯(PET)是主要来自Perú、中国和厄瓜多尔的消费和渔业产品中最主要的塑料类型。排名前三的制造商是AjeCroup、可口可乐和Tingy Holding Corporation。通过公民科学,我们记录了Galápagos陆地和海洋环境中52种物种(20种地方性物种)的PP暴露,暴露发生在两种方式:缠结和摄入。其中包括爬行动物(8种)、鸟类(13种)、哺乳动物(4种)、软骨鱼(7种)、硬骨鱼(14种)和无脊椎动物(6种)。因缠结而造成严重伤害风险最大的前5个物种(按降序排列)分别是绿海龟、海鬣蜥、鲸鲨、脊尾狨和中地雀。相比之下,圣克鲁斯陆龟、绿海龟、海鬣蜥、黑条纹沙蜥和Galápagos海狮因摄入塑料而受到伤害的风险最高。我们的研究表明,PP在Galápagos群岛是一个日益严重的问题,需要额外的工作来减轻其现在和未来的影响。本研究的主要结果以视觉方式呈现,显示了有多少种动物和哪些物种面临最大风险,主要制造国家和制造商占主导地位,以及污染的方向。
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引用次数: 2
In vitro antioxidant activity and in vivo photoprotective effect of Theobroma grandiflorum butter emulgels on skin of mice exposed to UVB irradiation 桔梗乳状液对UVB照射小鼠皮肤的体外抗氧化活性及体内光保护作用
Pub Date : 2023-03-03 DOI: 10.3389/frsus.2022.682178
Chabely M. Aparicio-Álvarez, Catherine E. Espinoza-Salazar, Carla Del Carpio-Jiménez
Introduction Copoazú seed butter [Theobroma grandiflorum (Wild ex Spreng) K. Schum] is a rich source of fatty acids and polyphenols, active substances with high antioxidant and moisturizing activities with potential applications in the cosmetic industry. Some studies have demonstrated that sun-induced skin damage is partially mediated by oxidative pathways; in fact, there is evidence for the photoprotective roles of antioxidants. Methods We have developed a stable emulgel-type cosmetic formulation using Copoazú seed butter at different concentrations of 5, 10, and 20% and examined the antioxidant activity and the effect of Copoazú seed butter emulgels against UV-induced epidermal damage in mice to verify its use for topical photoprotective products. Results and discussion The antioxidant activity expressed as EC50 values varied from 8.47 ± 0.013 mg/ml to 4.53 ± 0.046 mg/ml for Copoazú seed butter emulgels. In vitro sun protection factor (SPF) assessment showed that Copoazú seed butter emulgel at 20% has the highest SPF of 11.67 ± 0.001, which is acceptable for the sunscreen products development, and these results were corroborated by the in vivo results since the mice were irradiated with UV light and treated with Copoazú seed emulgels and showed minor damage or significantly reduced the severity of the damage and were comparable with the standard photo-protector. The results showed that Copoazú seed butter is a promising compound for photoprotective formulations.
Copoazú种子黄油[Theobroma grandflorum (Wild ex spring) K. Schum]是一种富含脂肪酸和多酚的活性物质,具有高抗氧化和保湿活性,在化妆品工业中具有潜在的应用前景。一些研究表明,太阳引起的皮肤损伤部分是由氧化途径介导的;事实上,有证据表明抗氧化剂具有光防护作用。方法采用浓度分别为5%、10%和20%的Copoazú种子黄油制备了一种稳定的乳液型化妆品配方,并检测了Copoazú种子黄油乳液的抗氧化活性和对小鼠紫外线诱导的表皮损伤的影响,以验证其在外用光防护产品中的应用。结果与讨论Copoazú种子黄油乳的EC50值为8.47±0.013 mg/ml ~ 4.53±0.046 mg/ml。体外防晒系数(SPF)评估结果显示,20%的Copoazú种子黄油乳液的SPF值最高,为11.67±0.001,可用于防晒产品的开发,并且这些结果得到了体内实验结果的证实,因为用紫外线照射小鼠并使用Copoazú种子乳液处理小鼠,其损伤程度轻微或显着降低,与标准光保护剂相当。结果表明,Copoazú种子黄油是一种很有前途的光防护配方化合物。
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引用次数: 0
An evaluation of a computational technique for measuring the embeddedness of sustainability in the curriculum aligned to AASHE-STARS and the United Nations Sustainable Development Goals 对一种计算技术的评估,该技术用于测量与AASHE-STARS和联合国可持续发展目标相一致的课程中可持续性的嵌入性
Pub Date : 2023-03-02 DOI: 10.3389/frsus.2023.997509
P. Lemarchand, C. Macmahon, Mick McKeever, P. Owende
Introduction SDG 4.7 mandates university contributions to the United Nations (UN) Sustainable Development Goals (SDGs) through their education provisions. Hence, universities increasingly assess their curricular alignment to the SDGs. A common approach to the assessment is to identify keywords associated with specific SDGs and to analyze for their presence in the curriculum. An inherent challenge is associating the identified keywords as used in the diverse set of curricular contexts to relevant sustainability indicators; hence, the urgent need for more systematic assessment as SDG implementation passes its mid-cycle. Method In this study, a more nuanced technique was evaluated with notable capabilities for: (i) computing the importance of keywords based on the term frequency-inverse document frequency (TF-IDF) method; (ii) extending this computation to the importance of courses to each SDG and; (iii) correlating such importance to a statistical categorization based on the Association for the Advancement of Sustainability in Higher Education (AASHE) criteria. Application of the technique to analyze 5,773 modules in a university's curriculum portfolio facilitated categorization of the modules/courses to be “sustainability-focused” or “sustainability-inclusive.” With the strategic objective of systematically assessing the sustainability content of taught curricula, it is critical to evaluate the precision and accuracy of the computed results, in order to attribute text with the appropriate SDGs and level of sustainability embeddedness. This paper evaluates this technique, comparing its results against a manual and labor-intensive interpretation of expert informed assessment of sustainability embeddedness on a random sample of 306 modules/courses. Results and discussion Except for SDGs 1 and 17, the technique exhibited a reasonable degree of accuracy in predicting module/course alignment to SDGs and in categorizing them using AASHE criteria. Whilst limited to curricular contexts from a single university, this study indicates that the technique can support curricular transformation by stimulating enhancement and reframing of module/course contexts through the lens of the SDGs.
可持续发展目标4.7要求大学通过其教育规定为联合国可持续发展目标(SDG)做出贡献。因此,大学越来越多地评估其课程与可持续发展目标的一致性。一种常见的评估方法是确定与特定可持续发展目标相关的关键词,并分析它们在课程中的存在。一个固有的挑战是将各种课程背景中使用的已确定的关键字与有关的可持续性指标联系起来;因此,随着可持续发展目标的实施进入中期,迫切需要进行更系统的评估。在本研究中,对一种更细致的技术进行了评估,该技术具有显著的能力:(i)基于术语频率-逆文档频率(TF-IDF)方法计算关键字的重要性;(ii)将此计算扩展到课程对每个可持续发展目标的重要性;(iii)将这种重要性与基于促进高等教育可持续性协会(AASHE)标准的统计分类联系起来。应用该技术分析一所大学课程组合中的5773个模块,有助于将模块/课程分类为“以可持续发展为重点”或“包括可持续发展”。为了系统地评估教学课程的可持续性内容,评估计算结果的精度和准确性至关重要,以便为文本赋予适当的可持续发展目标和可持续性嵌入水平。本文对该技术进行了评估,并将其结果与对306个模块/课程随机抽样的可持续性嵌入性专家知情评估的人工和劳动密集型解释进行了比较。除SDGs 1和17外,该技术在预测模块/课程与SDGs的一致性以及使用AASHE标准对它们进行分类方面表现出合理的准确性。虽然仅限于一所大学的课程背景,但这项研究表明,通过可持续发展目标的视角,该技术可以通过刺激增强和重构模块/课程背景来支持课程转型。
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引用次数: 1
Social ties and sustainability in neighborhood canteens: A care-based approach 社区食堂的社会关系和可持续性:以关怀为基础的方法
Pub Date : 2023-03-02 DOI: 10.3389/frsus.2023.956830
Margot Dyen, Maxime Michaud
Introduction This article proposes to study the mechanisms by which food, and particularly commensality, generates social ties. Methods It mobilizes the conceptual framework of care, and is based on a qualitative methodology inspired by ethnography, to study neighborhood canteens. Two non-profit organizations were investigated, both having in common the willing to generate social ties between people living or working in the same neighborhood through the sharing of meals. We conducted participant observations and two sets of semi-structured interviews with stakeholders of the structure, either managers, employees or members. The first series aimed at describing the experiences of the participants and their sociocultural background. The second series used the projective method of collages, in order to go deeper in the understanding of the relationships between the members and with the structures. Results The results show that there are different postures toward neighborhood canteens, between a desire to receive care and a desire to give care. Discussion We thus identify that the search for care is based on the need for recognition, valorization and reassurance and that the kind of social ties created and experienced by the stakeholders is highly dependent on the compatibility of their expectations regarding care.
本文旨在研究食物,特别是共栖性,产生社会联系的机制。方法运用关怀的概念框架,基于民族志启发的定性方法,对社区食堂进行研究。我们调查了两家非营利组织,这两家组织的共同之处在于,它们都愿意通过分享食物,在同一社区生活或工作的人们之间建立社会联系。我们进行了参与者观察和两组半结构化访谈与结构的利益相关者,无论是经理,员工或成员。第一个系列旨在描述参与者的经历和他们的社会文化背景。第二个系列使用了拼贴画的投影方法,以便更深入地理解成员之间以及与结构之间的关系。结果调查结果显示,社区食堂存在着接受关怀的愿望和给予关怀的愿望之间的不同姿态。因此,我们确定,对护理的寻求是基于对认可、价值和保证的需求,而利益相关者所创造和经历的社会关系的类型高度依赖于他们对护理的期望的兼容性。
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引用次数: 0
Standardized metrics to quantify solar energy-land relationships: A global systematic review 量化太阳能与土地关系的标准化度量:全球系统回顾
Pub Date : 2023-02-27 DOI: 10.3389/frsus.2022.1035705
A. Cagle, M. Shepherd, S. Grodsky, A. Armstrong, S. Jordaan, R. Hernandez
Ground-mounted solar energy installations, including photovoltaics (PV) and concentrating solar power (CSP), can have significant environmental, ecological, and sociocultural effects via land-use and land-cover change (LULCC). Research in disciplines ranging from engineering to environmental policy seeks to quantify solar energy-land (SE-land) interactions to better understand the comprehensive impacts of solar energy installations on society. However, increasing evidence shows that scholars across research disciplines employ disparate metrics to quantify SE-land interactions. While solar energy deployment helps to achieve progress toward sustainable development goals (SDG 7- affordable and clean energy), the inconsistent use of metrics to describe SE-land interactions may inhibit the understanding of the total environmental and ecological impacts of solar energy installations, potentially causing barriers to achieve concurrent SDG's such as life on land (SDG 15). We systematically reviewed 608 sources on SE-land relationships globally to identify and assess the most frequent metric terms and units used in published studies. In total, we identified 51 unique metric terms and 34 different units of measure describing SE-land relationships across 18 countries of author origin. We organized these findings into three distinct metric categories: (1) capacity-based (i.e., nominal), (2) generation-based, and (3) human population-based. We used the most frequently reported terms and units in each category to inform a standardized suite of metrics, which are: land-use efficiency (W/m2), annual and lifetime land transformation (m2/Wh), and solar footprint (m2/capita). This framework can facilitate greater consistency in the reporting of SE-land metrics and improved capacity for comparison and aggregations of trends, including SE-land modeling projections. Our study addresses the need for standardization while acknowledging the role for future methodological advancements. The results of our study may help guide scholars toward a common vernacular and application of metrics to inform decisions about solar energy development.
地面安装的太阳能装置,包括光伏(PV)和聚光太阳能(CSP),可以通过土地利用和土地覆盖变化(LULCC)产生重大的环境、生态和社会文化影响。从工程到环境政策等学科的研究旨在量化太阳能-土地(SE-land)的相互作用,以更好地了解太阳能装置对社会的综合影响。然而,越来越多的证据表明,跨研究学科的学者使用不同的指标来量化SE-land相互作用。虽然太阳能部署有助于实现可持续发展目标(可持续发展目标7-负担得起的清洁能源),但使用不一致的指标来描述SE-land相互作用可能会抑制对太阳能装置的总体环境和生态影响的理解,这可能会对实现同步的可持续发展目标造成障碍,例如陆地上的生命(可持续发展目标15)。我们系统地回顾了全球608个SE-land关系来源,以确定和评估发表研究中最常用的度量术语和单位。我们总共确定了51个独特的度量术语和34个不同的度量单位,描述了18个作者原籍国的SE-land关系。我们将这些发现分为三个不同的度量类别:(1)基于能力(即名义),(2)基于世代,(3)基于人口。我们使用每个类别中最常报道的术语和单位来提供一套标准化的指标,这些指标是:土地利用效率(W/m2),年度和终身土地转化(m2/Wh)和太阳能足迹(m2/人均)。该框架可以促进SE-land度量报告的更大一致性,并改进趋势的比较和聚合能力,包括SE-land建模预测。我们的研究解决了标准化的需要,同时承认了未来方法进步的作用。我们的研究结果可能有助于引导学者走向一个共同的白话和指标的应用,以告知有关太阳能发展的决策。
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引用次数: 2
Editorial: Meeting of giants: How can technology and consumption team up for sustainability? 社论:巨头会议:科技和消费如何为可持续发展合作?
Pub Date : 2023-02-27 DOI: 10.3389/frsus.2023.1130309
Myriam Ertz, Leila Elgaaied-Gambier
COPYRIGHT © 2023 Ertz and Elgaaied-Gambier. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. Editorial: Meeting of giants: How can technology and consumption team up for sustainability?
版权所有©2023 Ertz and Elgaaied-Gambier这是一篇基于知识共享署名许可(CC BY)的开放获取文章。允许在其他论坛上使用、分发或复制,前提是要注明原作者和版权所有者,并根据公认的学术惯例引用本期刊的原始出版物。不遵守这些条款的使用、分发或复制是不被允许的。社论:巨头会议:科技和消费如何为可持续发展合作?
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引用次数: 0
期刊
Frontiers in Sustainability
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