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The impact of rural digital economy development on agricultural carbon emissions: A study based on prefecture-level cities in China 农村数字经济发展对农业碳排放的影响——基于中国地级市的研究
IF 6.4 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-09-20 DOI: 10.1016/j.rcradv.2025.200290
Yuxin Yang , Pingping Wang
The influence of rural digital economy growth on agricultural carbon emissions is yet unknown as a new driver of rural development. This study uses Spatial Durbin and Mediation models to examine how rural digital economy development (RDED) affected agricultural carbon emissions (ACE) across 261 prefecture-level Chinese cities between 2018 and 2020. The paper also looks at how green innovation and agricultural mechanization (AME) affect agricultural carbon emissions. The results show that (1) RDED significantly increases ACE in localized areas by 19.2 % but decreases ACE in neighboring areas by 10.8 %. (2) At this stage, RDED increases ACE by increasing the level of AME; at the same time, although it promotes the level of green innovation, lower share of green innovation would also have a positive correlation with ACE. (3) The impact of RDED on ACE is more pronounced in western regions and regions with higher levels of digital infrastructure input.
作为农村发展的新动力,农村数字经济增长对农业碳排放的影响尚不清楚。本研究利用空间德宾模型和中介模型,考察了2018 - 2020年中国261个地级市农村数字经济发展对农业碳排放的影响。本文还研究了绿色创新和农业机械化对农业碳排放的影响。结果表明:(1)RDED显著提高了局部区域的ACE,提高了19.2%,但降低了周边区域的ACE,降低了10.8%。(2)在这一阶段,RDED通过提高AME水平来增加ACE;同时,绿色创新份额的降低虽然促进了绿色创新水平,但也与ACE呈正相关。(3)西部地区和数字基础设施投入水平较高的地区,RDED对ACE的影响更为明显。
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引用次数: 0
The fate of heavy metals in recycled concrete paste upon enforced carbonation: A review 强制碳化后再生混凝土膏体中重金属的命运:综述
IF 6.4 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-09-14 DOI: 10.1016/j.rcradv.2025.200289
Kristen Sodam Park , Maciej Zajac , Thomas Matschei , Anya Vollpracht
Enforced carbonation of recycled concrete paste (RCP) presents a promising solution for carbon capture and utilization (CCU) in the cement and construction industries. By transforming concrete waste into a reactive pozzolan while sequestering CO2, enforced carbonation addresses major environmental challenges and aligns with the circular economy concept in the cement and concrete sector. This review contextualizes the impact of enforced carbonation on heavy metals in RCP to ensure sustainable and ecological compatibility of both the process and the final product, carbonated RCP (cRCP). It summarizes current knowledge on heavy metals in cement and proposes hypotheses on their plausible immobilization mechanisms in enforced-carbonated materials. The review highlights gaps in the literature concerning the impact of carbonation on heavy metals in cement, underscoring the necessity of exploring novel approaches for assessing the heavy metal behaviors from RCP to cRCP.
再生混凝土膏体(RCP)的强制碳化为水泥和建筑行业的碳捕获和利用(CCU)提供了一个有前途的解决方案。通过将混凝土废料转化为活性火山灰,同时封存二氧化碳,强制碳化解决了主要的环境挑战,并符合水泥和混凝土行业的循环经济概念。本文综述了强制碳化对RCP中重金属的影响,以确保过程和最终产品碳化RCP (cRCP)的可持续性和生态兼容性。它总结了目前对水泥中重金属的认识,并提出了关于它们在强制碳化材料中的合理固定机制的假设。这篇综述强调了关于碳酸化对水泥中重金属影响的文献空白,强调了探索新的方法来评估从RCP到cRCP的重金属行为的必要性。
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引用次数: 0
Insights and innovations in construction and demolition waste management: Strategic framework for circular market development 建筑和拆除废物管理的见解和创新:循环市场发展的战略框架
IF 6.4 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-09-10 DOI: 10.1016/j.rcradv.2025.200288
Juan Carlos Flores Lara , Mutasem El-Fadel , Abdul Rauf , Malik Mansoor Ali Khalfan
The construction industry is a significant driver of resource consumption and waste generation, particularly through construction and demolition waste (CDW). Circular economy (CE) principles, which emphasize recycling and material reuse, offer a sustainable approach to CDW management, although achieving market viability for recycled CDW products remains complex. This study undertakes a systematic literature analysis of CDW market development within a CE framework, combining bibliometric analysis and critical review to identify key market dynamics, stakeholder roles, regulatory challenges, and innovative business models. The findings reveal persistent barriers, including fragmented regulations, inconsistent standards, and economic constraints, particularly in regions with inadequate recycling infrastructure. To address these challenges, this study proposes the Circular Market Strategic Framework for CDW (CMSF-CDW), aligning policy harmonization, financial incentives, advanced recycling technologies, and stakeholder collaboration to foster resilient and scalable markets for recycled CDW materials. The study emphasizes the need for region-specific policies, scalable digital tools, and further efforts on CE implementation to enhance resource efficiency and drive market growth. Key findings highlight the central role of public-private partnerships in aligning market incentives with regulatory goals, the importance of digital traceability tools in building trust and material transparency, the effectiveness of green procurement and certification schemes in accelerating demand for recycled CDW products, and the need to align performance-based standards with procurement protocols to create stronger market signals and investor confidence. By offering these insights, the study supports policymakers, industry leaders, and researchers in advancing sustainable construction practices and accelerating the circular transition in the built environment.
建造业是消耗资源和产生废物的重要驱动力,尤其是建筑和拆卸废物。循环经济(CE)原则强调循环利用和材料再利用,为CDW管理提供了一种可持续的方法,尽管实现再生CDW产品的市场可行性仍然很复杂。本研究在CE框架下对CDW市场发展进行了系统的文献分析,结合文献计量分析和批判性回顾,以确定关键的市场动态、利益相关者角色、监管挑战和创新的商业模式。调查结果揭示了持续存在的障碍,包括法规分散、标准不一致和经济限制,特别是在回收基础设施不足的地区。为了应对这些挑战,本研究提出了CDW循环市场战略框架(CMSF-CDW),将政策协调、财政激励、先进的回收技术和利益相关者合作结合起来,促进CDW回收材料的弹性和可扩展市场。该研究强调需要制定针对特定地区的政策、可扩展的数字工具,并进一步努力实施节能减排,以提高资源效率并推动市场增长。主要研究结果强调了公私伙伴关系在使市场激励与监管目标保持一致方面的核心作用,数字可追溯工具在建立信任和材料透明度方面的重要性,绿色采购和认证计划在加速对再生CDW产品的需求方面的有效性,以及将基于绩效的标准与采购协议结合起来以创造更强的市场信号和投资者信心的必要性。通过提供这些见解,该研究支持政策制定者、行业领导者和研究人员推进可持续建筑实践,加速建筑环境的循环过渡。
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引用次数: 0
Research on quantification of food loss and waste in Europe: A systematic literature review and synthesis of methodological limitations 欧洲食物损失和浪费的量化研究:系统的文献综述和方法局限性的综合
IF 6.4 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-09-09 DOI: 10.1016/j.rcradv.2025.200287
Raimonda Soloha , Elina Dace
Quantifying food loss and waste (FLW) is a priority on the international agenda, as it is essential to establish effective prevention and reduction measures for FLW generation. Nevertheless, FLW data remain inconsistent, making it challenging to compare data across sectors, monitor long-term trends and thus set attainable prevention targets, specifically aligning with SDG12.3 of the UN Sustainable Development Agenda. With the mandatory food waste accounting in the European Union (EU), accurate FLW quantification becomes relevant. In this study, a systematic literature review of FLW quantification research within the EU agri-food chain was done. The information was synthesised and coded to identify definitional and methodological differences across studies and common FLW quantification frameworks – the Food Loss and Waste Accounting and Reporting Standard and the EU delegated decision 2019/1597. In addition, limitations outlined in the studies were synthesised to identify aspects limiting the credibility of the quantification procedure and applicability of the FLW data. Our findings indicate significant variability in research methods, representativity and scope across studies. Results show that food service and households are the most studied stages of the food supply chain, with questionnaires being the most used method. Unrepresentative sample, lack of accurate data and self-reporting error emerged as major limitations in the analysed studies. Studies also highlight economic and environmental considerations beyond mass estimates of FLW, and consideration of the agricultural production (pre-harvest/pre-slaughter and harvest/slaughter) stage in FLW quantification. This study provides insights into overlooked aspects and potential advances in FLW quantification research for broader impact beyond mandatory reporting.
量化粮食损失和浪费(FLW)是国际议程上的一个优先事项,因为建立有效的预防和减少FLW产生的措施至关重要。然而,儿童死亡率数据仍然不一致,这使得比较各部门数据、监测长期趋势、从而制定可实现的预防目标(特别是与联合国可持续发展议程的可持续发展目标12.3相一致)具有挑战性。随着欧盟(EU)强制性的食物浪费核算,准确的FLW量化变得相关。本研究对欧盟农业食品链内FLW量化研究进行了系统的文献综述。对这些信息进行了综合和编码,以确定研究和常见FLW量化框架(粮食损失和浪费会计和报告标准以及欧盟授权决定2019/1597)之间的定义和方法差异。此外,综合了研究中概述的局限性,以确定限制量化程序可信度和FLW数据适用性的方面。我们的研究结果表明,研究方法、代表性和研究范围存在显著差异。结果表明,食品服务和家庭是食品供应链中研究最多的阶段,问卷调查是使用最多的方法。不具代表性的样本、缺乏准确的数据和自我报告错误成为分析研究的主要局限性。研究还强调了在FLW的大量估计之外的经济和环境考虑,以及在FLW量化中考虑农业生产(收获前/屠宰前和收获/屠宰)阶段。本研究提供了对FLW量化研究中被忽视的方面和潜在进展的见解,以产生比强制性报告更广泛的影响。
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引用次数: 0
Economic complexity tools to analyze circular economy capabilities in global economy 经济复杂性工具分析循环经济在全球经济中的能力
IF 6.4 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-09-09 DOI: 10.1016/j.rcradv.2025.200286
Ilaria Lombani , Luca Fraccascia , Ilaria Giannoccaro
To support the transition to circular economy (CE), companies are called to develop and implement CE initiatives through CE strategies. To be effective, CE capabilities are required, defined as appropriate skills, knowledge, abilities, organizational processes, and routines needed to develop CE strategies. This paper investigates two relevant issues concerning the assessment of CE capabilities possessed by country’s companies and the identification suitable CE strategies to be adopted for different economic sectors. We adopt the economic complexity and develop two assessment schemes: the Country Circular Economy Capability Space, assessing the CE capabilities of countries’ companies, and the Circular Economy Capability Proximity Matrix, identifying effective CE strategies to implement by companies in different industries. To build our assessment schemes, we use the multi-regional input‐output tables provided by EXIOBASE3. Based on indices designed, our analyses offer a clear picture of CE capabilities possessed by countries and suggest which CE strategies to adopt for supporting the effective CE transition of economic industries.
为了支持向循环经济(CE)的过渡,公司被要求通过CE战略制定和实施CE倡议。要想有效,就需要CE能力,定义为开发CE战略所需的适当技能、知识、能力、组织流程和惯例。本文研究了评估国家企业的环保能力和确定适合不同经济部门的环保战略两个相关问题。我们采用经济复杂性并开发了两种评估方案:国家循环经济能力空间,评估各国公司的环保能力;循环经济能力接近矩阵,确定不同行业公司实施的有效环保战略。为了构建我们的评估方案,我们使用了EXIOBASE3提供的多区域投入产出表。基于设计的指数,我们的分析提供了各国拥有的CE能力的清晰图景,并建议采取哪些CE战略来支持经济产业的有效CE转型。
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引用次数: 0
Conflicting objectives in the design of multi-actor supply chains: The case of agri-food side-stream valorization 多参与者供应链设计中的冲突目标:以农业食品侧流定价为例
IF 6.4 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-09-08 DOI: 10.1016/j.rcradv.2025.200285
Emmanuel Anom , Petronella Margaretha Slegers , Argyris Kanellopoulos , Renzo Akkerman
Agri-food supply chains generate significant waste, yet adopting side-stream valorization to improve sustainability is not straightforward due to conflicting stakeholder objectives. Existing research often overlooks how divergent economic and environmental priorities among key actors, such as farmers and processors, inhibit the design and implementation of effective valorization strategies. This study addresses this gap by investigating these conflicts within the Dutch potato and coffee supply chains using a mixed-methods approach that integrates qualitative surveys and the Analytic Hierarchy Process. Potato farmers strongly favored economic goals over environmental ones, prioritizing primary sales revenue and soil quality, which led to composting and feed pathways. In contrast, processors adopted a more balanced perspective, focusing on profit, by-product revenue, and energy and water efficiency, favoring food ingredient pathways. Coffee growers and processors assigned similar weight to economic and environmental domains but differed significantly on specific objectives, such as raw material cost versus subsidies and soil quality versus wastewater demand. These differences influenced their distinct approaches to food ingredient valorization. Our findings demonstrate that actor-specific priorities critically shape valorization pathway selection and overall supply chain configuration. This research contributes an actor-centric analysis to delineate these conflicts, providing valuable insights for developing tailored policies and collaborative strategies that align diverse interests and enhance the potential of sustainable side-stream valorization in agri-food supply chains.
农业食品供应链产生了大量的浪费,但由于利益相关者的目标相互冲突,采用侧流增值来提高可持续性并不是直截了当的。现有的研究往往忽略了关键行为者(如农民和加工者)之间不同的经济和环境优先事项如何抑制有效定价战略的设计和实施。本研究通过使用综合定性调查和层次分析法的混合方法调查荷兰马铃薯和咖啡供应链中的这些冲突,解决了这一差距。马铃薯种植者强烈支持经济目标而不是环境目标,优先考虑主要销售收入和土壤质量,这导致了堆肥和饲料途径。相比之下,加工商采取了更平衡的观点,关注利润、副产品收入、能源和水的效率,倾向于食品成分的途径。咖啡种植者和加工商对经济和环境领域的重视程度相似,但在具体目标上存在显著差异,例如原材料成本与补贴、土壤质量与废水需求。这些差异影响了他们对食品成分增值的独特方法。我们的研究结果表明,特定行为者的优先级对定价路径选择和整体供应链配置至关重要。本研究对这些冲突进行了以行为者为中心的分析,为制定有针对性的政策和合作战略提供了有价值的见解,这些政策和合作战略可以协调不同的利益,并增强农业食品供应链中可持续侧流增值的潜力。
{"title":"Conflicting objectives in the design of multi-actor supply chains: The case of agri-food side-stream valorization","authors":"Emmanuel Anom ,&nbsp;Petronella Margaretha Slegers ,&nbsp;Argyris Kanellopoulos ,&nbsp;Renzo Akkerman","doi":"10.1016/j.rcradv.2025.200285","DOIUrl":"10.1016/j.rcradv.2025.200285","url":null,"abstract":"<div><div>Agri-food supply chains generate significant waste, yet adopting side-stream valorization to improve sustainability is not straightforward due to conflicting stakeholder objectives. Existing research often overlooks how divergent economic and environmental priorities among key actors, such as farmers and processors, inhibit the design and implementation of effective valorization strategies. This study addresses this gap by investigating these conflicts within the Dutch potato and coffee supply chains using a mixed-methods approach that integrates qualitative surveys and the Analytic Hierarchy Process. Potato farmers strongly favored economic goals over environmental ones, prioritizing primary sales revenue and soil quality, which led to composting and feed pathways. In contrast, processors adopted a more balanced perspective, focusing on profit, by-product revenue, and energy and water efficiency, favoring food ingredient pathways. Coffee growers and processors assigned similar weight to economic and environmental domains but differed significantly on specific objectives, such as raw material cost versus subsidies and soil quality versus wastewater demand. These differences influenced their distinct approaches to food ingredient valorization. Our findings demonstrate that actor-specific priorities critically shape valorization pathway selection and overall supply chain configuration. This research contributes an actor-centric analysis to delineate these conflicts, providing valuable insights for developing tailored policies and collaborative strategies that align diverse interests and enhance the potential of sustainable side-stream valorization in agri-food supply chains.</div></div>","PeriodicalId":74689,"journal":{"name":"Resources, conservation & recycling advances","volume":"28 ","pages":"Article 200285"},"PeriodicalIF":6.4,"publicationDate":"2025-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145097811","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A comprehensive insight on activated carbon production from agricultural biomass: Parametric analysis, challenges, future recommendations & machine learning modelling 对农业生物质活性炭生产的全面洞察:参数分析,挑战,未来建议和机器学习建模
IF 6.4 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-08-16 DOI: 10.1016/j.rcradv.2025.200284
Abdul Hai , Wan Mohd Ashri Wan Daud , Muhamad Fazly Abdul Patah , G. Bharath , Hamad AlMohamadi , Doris Ying Ying Tang , Pau Loke Show , Fawzi Banat
The increasing accumulation of bio-waste poses significant environmental challenges worldwide. Sustainable and effective resource management is essential to restore ecosystems. Activated carbon produced from agricultural biomass through pyrolysis offers a sustainable solution to these issues. Therefore, this study provides detailed insights into the synthesis of activated carbon, highlighting critical parameters affecting the quality by extracting data from 240 published articles. The parametric analysis evaluates variables such as pyrolysis temperature, activation agent, and biomass type that impact the yield and specific surface area (SSA) of the synthesized activated carbon. Key findings reveal that optimizing pyrolysis conditions can enhance both yield and SSA. Furthermore, the paper presents the development of 03 different machine-learning regression models for predicting the performance of engineered biochar production by physical and chemical activation processes. This approach offers a dual benefit of waste reduction and resource efficiency by transforming agricultural waste into high-quality activated carbon. The study lays a foundation for further exploration of innovative applications, data science and advanced production techniques, aiming to make activated biochar production more environmentally friendly and economically viable.
生物废物的日益积累在世界范围内构成了重大的环境挑战。可持续和有效的资源管理对恢复生态系统至关重要。通过热解从农业生物质中生产的活性炭为这些问题提供了一个可持续的解决方案。因此,本研究通过提取240篇已发表文章的数据,对活性炭的合成提供了详细的见解,突出了影响质量的关键参数。参数分析评估了热解温度、活化剂和生物质类型等影响合成活性炭收率和比表面积(SSA)的变量。关键研究结果表明,优化热解条件可以提高产率和SSA。此外,本文还介绍了03种不同的机器学习回归模型的开发,用于预测通过物理和化学活化过程生产工程生物炭的性能。这种方法通过将农业废物转化为高质量的活性炭,提供了减少废物和提高资源效率的双重好处。该研究为进一步探索创新应用、数据科学和先进生产技术奠定了基础,旨在使活性生物炭生产更加环保和经济可行。
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引用次数: 0
Embodied Water in the building life cycle: current research and future directions 建筑生命周期中的体现水:研究现状与未来方向
IF 6.4 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-08-15 DOI: 10.1016/j.rcradv.2025.200283
Namal Gamage, Srinath Perera, Sepani Senaratne, Sameera Pathirana
Water, recognised as a scarce resource, has been considered for sustainable development goals (SDG-6) and acknowledged 2018–2028 as the water action decade. Water is essential for the construction industry, and it consumes around 15–16 % of the global freshwater. While water is directly utilised for construction, for instance, in preparation of mortar, an enormous quantity of water is indirectly consumed through building materials, energy sources, etc. The combination of direct and indirect water components is termed Embodied Water (EW). Minimising EW throughout the building life cycle is imperative to drive towards sustainable development. However, EW has not yet received its due recognition as an essential element in evaluating the sustainability of the building life cycle, with limited research studies addressing its significance. Thus, this paper aims to analyse the contemporary status, barriers, strategies, research trends, and future directions of EW within the building life cycle. The systematic literature review approach was adopted to attain the aim of this paper. The results of this study reveal twenty-two barriers hindering the reduction of EW and twenty-eight strategies to overcome them. Frequent usage of high water-consuming materials, water and material wastage, and difficulties in estimating EW are some of the main barriers identified in this study. Selecting materials with low EW, effective and efficient usage of materials and machinery, and introducing water management-related policies are some of the key strategies derived from this research. Additionally, this paper presents nine research trends and fifteen prospective research avenues identified through existing studies.
水被认为是一种稀缺资源,已被纳入可持续发展目标(可持续发展目标6),并被确认为2018-2028年的水行动十年。水对建筑行业至关重要,它消耗了全球约15 - 16%的淡水。虽然水直接用于建筑,例如制备砂浆,但大量的水通过建筑材料、能源等间接消耗。直接和间接水成分的结合被称为具身水(EW)。在整个建筑生命周期内尽量减少环境污染,是推动可持续发展的必要条件。然而,EW作为评估建筑生命周期可持续性的基本要素尚未得到应有的认可,针对其重要性的研究有限。因此,本文旨在分析建筑生命周期内电子战的现状、障碍、策略、研究趋势和未来方向。为了达到本文的目的,本文采用了系统的文献综述法。本研究的结果揭示了22个阻碍电子商务减少的障碍和28个克服这些障碍的策略。高耗水材料的频繁使用、水和材料的浪费以及难以估计EW是本研究确定的一些主要障碍。选择具有低EW的材料,有效和高效地使用材料和机械,以及引入与水管理相关的政策是本研究得出的一些关键策略。此外,本文还提出了通过现有研究确定的9个研究趋势和15个前瞻性研究途径。
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引用次数: 0
Willingness to pay for and economic feasibility of solid waste management in Cape Maclear, Malawi 马拉维麦克利尔角固体废物管理的支付意愿和经济可行性
IF 6.4 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-08-13 DOI: 10.1016/j.rcradv.2025.200281
Elena Abgottspon, Jan Freihardt, Jakub Tkaczuk, Elizabeth Tilley
Improving solid waste management (SWM) can better public health locally and mitigate climate change globally. However, it requires thorough financing and business models. This study assessed the willingness to pay (WTP) of four stakeholder groups in the village Cape Maclear, Malawi, using the double-bounded dichotomous choice contingent valuation method as well as direct questions. Households (N = 259) would be willing to pay an average of MWK 1507 (USD 0.90) per month if they did not have to separate their waste themselves, as opposed to MWK 899 (USD 0.54) per month if they had to separate their waste at the collection point. Lodges were willing to pay USD 13.00 per month for their own waste management and an additional USD 4.22 for public waste removal. The WTP of businesses was assumed to be zero due to an unrepresentative sample. Tourists were found to have an average WTP of USD 1.75 per day. We recommend a sustainable business model based on all cost and revenue streams of the system. Thereby, tourists show the greatest potential. Nevertheless, it is recommended to make the monthly operation of the system independent from external sources, but to use these sources for long-term investments and infrastructure improvements.
改善固体废物管理可以改善地方公共卫生,减缓全球气候变化。然而,这需要彻底的融资和商业模式。本研究评估了马拉维麦克利尔角村四个利益相关者群体的支付意愿(WTP),采用双界二分类选择或有估值法以及直接问题。259户家庭如果不需要自己分类垃圾,每月平均愿意支付1507新西兰元(0.90美元),而如果他们必须在收集点分类垃圾,每月平均愿意支付899新西兰元(0.54美元)。旅馆愿意为自己的废物管理每月支付13.00美元,为公共废物清除额外支付4.22美元。由于样本不具代表性,假设企业的WTP为零。游客平均每天的WTP为1.75美元。我们建议基于系统的所有成本和收入流的可持续商业模式。因此,游客显示出最大的潜力。尽管如此,建议使系统的每月运行独立于外部来源,但将这些来源用于长期投资和基础设施改进。
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引用次数: 0
Hyperspectral imaging quantifies blend composition change in workwear textiles 高光谱成像量化工作服纺织品中混纺成分的变化
IF 6.4 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-08-12 DOI: 10.1016/j.rcradv.2025.200282
Tuomas Sormunen , Ella Mahlamäki , Satu-Marja Mäkelä , Mikko Mäkelä
Textile blends are challenging to recycle due to usage of multiple different blend percentages, but also due to composition change caused by fiber degradation over time. This is particularly crucial for workwear, which must meet strict performance and safety requirements. This paper discusses estimating blend composition changes using near infrared hyperspectral imaging. We analyzed 30 used hospital workwear garments with known number of laundering cycles and identical polyester-cotton blend composition at production. A latent variable regression model, based on hyperspectral data, estimated their current composition, which was determined using ISO-standardized chemical analysis. Results showed that near infrared hyperspectral imaging accurately estimated composition changes, with a root mean squared error below 0.5 wt-%, compared to over 1.4 wt-% error when utilizing the number of laundering cycles for estimation. Our approach could be used as a quality control method in sorting, leading to more granular sorted fractions, facilitating increased workwear recycling rates.
由于使用多种不同的混纺百分比,而且由于纤维随时间降解而引起的成分变化,纺织混纺物的回收具有挑战性。这对于工作服尤其重要,因为它必须满足严格的性能和安全要求。本文讨论了利用近红外高光谱成像估计混合成分变化的方法。我们分析了30件已知洗涤次数和相同涤棉混纺成分的医院工作服。基于高光谱数据的潜变量回归模型估计了它们的当前成分,这是通过iso标准化化学分析确定的。结果表明,近红外高光谱成像准确地估计了成分的变化,其均方根误差低于0.5 wt-%,而使用洗涤周期数进行估计时的误差超过1.4 wt-%。我们的方法可以用作分拣的质量控制方法,导致更颗粒的分拣分数,促进提高工作服的回收率。
{"title":"Hyperspectral imaging quantifies blend composition change in workwear textiles","authors":"Tuomas Sormunen ,&nbsp;Ella Mahlamäki ,&nbsp;Satu-Marja Mäkelä ,&nbsp;Mikko Mäkelä","doi":"10.1016/j.rcradv.2025.200282","DOIUrl":"10.1016/j.rcradv.2025.200282","url":null,"abstract":"<div><div>Textile blends are challenging to recycle due to usage of multiple different blend percentages, but also due to composition change caused by fiber degradation over time. This is particularly crucial for workwear, which must meet strict performance and safety requirements. This paper discusses estimating blend composition changes using near infrared hyperspectral imaging. We analyzed 30 used hospital workwear garments with known number of laundering cycles and identical polyester-cotton blend composition at production. A latent variable regression model, based on hyperspectral data, estimated their current composition, which was determined using ISO-standardized chemical analysis. Results showed that near infrared hyperspectral imaging accurately estimated composition changes, with a root mean squared error below 0.5 wt-%, compared to over 1.4 wt-% error when utilizing the number of laundering cycles for estimation. Our approach could be used as a quality control method in sorting, leading to more granular sorted fractions, facilitating increased workwear recycling rates.</div></div>","PeriodicalId":74689,"journal":{"name":"Resources, conservation & recycling advances","volume":"27 ","pages":"Article 200282"},"PeriodicalIF":6.4,"publicationDate":"2025-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144866494","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Resources, conservation & recycling advances
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