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Does Eco-labeling boost sales? Comparing environmental product declaration and low-carbon product certification 生态标签能促进销售吗?比较环保产品声明和低碳产品认证
IF 1 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-12-11 DOI: 10.1016/j.jclepro.2025.147288
Jeongmin Shin , Jihoon Shin , Jungwoo Shin
Global efforts to address climate change and achieve sustainable production (SDGs 12 and 13) require market-based tools that encourage action from consumers, producers, and policymakers. These tools include eco-labels such as the Environmental Product Declaration (EPD) and the Low Carbon Product (LCP) certification. Although eco-labels are known to mitigate climate change and boost sales, it is unclear whether environmental disclosure-based labels, such as EPD, and performance-based labels, such as LCP, have the same effect on the market. This study investigates the economic effects of two major environmental certifications, EPD and LCP, on company sales growth in South Korea. Using propensity score matching (PSM) on the Korean Corporate Finance and Certification Database, we found that the sales growth effect of the two certifications was similar in the first year. However, in the second year, LCP-certified companies achieved 18.1 % sales growth, significantly outperforming the 8.4 % growth of EPD-certified companies. Furthermore, small enterprises showed the most significant gains, with LCP certification driving over 52.8 % growth in sales in the second year. These findings suggest that the additional efforts required for LCP certification, such as reducing carbon emissions, yield substantially more market benefits than simple information disclosure, like that required for EPD certification. This study suggests that environmental policies combining disclosure with performance verification can simultaneously promote climate action and enhance company competitiveness, thereby contributing to SDG 12 (Responsible Consumption and Production) and SDG 13 (Climate Action).
应对气候变化和实现可持续生产(可持续发展目标12和13)的全球努力需要基于市场的工具,鼓励消费者、生产者和政策制定者采取行动。这些工具包括生态标签,如环境产品声明(EPD)和低碳产品(LCP)认证。虽然生态标签可以缓解气候变化并促进销售,但目前尚不清楚基于环境信息披露的标签(如EPD)和基于性能的标签(如LCP)是否对市场产生同样的影响。本研究调查了两个主要的环境认证,EPD和LCP,对韩国公司销售增长的经济影响。利用韩国企业财务与认证数据库的倾向得分匹配(PSM),我们发现两种认证在第一年的销售增长效果相似。然而,在第二年,lcp认证公司实现了18.1%的销售增长,大大超过了epd认证公司8.4%的增长。此外,小型企业表现出最显著的增长,LCP认证第二年的销售额增长超过52.8%。这些发现表明,LCP认证所需的额外努力,如减少碳排放,比简单的信息披露(如EPD认证所要求的)产生更多的市场效益。本研究表明,将信息披露与绩效验证相结合的环境政策可以同时促进气候行动和提高企业竞争力,从而为可持续发展目标12(负责任的消费和生产)和可持续发展目标13(气候行动)做出贡献。
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引用次数: 0
Pyrolysis of sewage sludge in molten salt environment: Effects on heavy metals distribution and environmental risks in biochar 熔盐环境下污泥热解对生物炭中重金属分布及环境风险的影响
IF 1 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-12-11 DOI: 10.1016/j.jclepro.2025.147303
Zeyu Fan, Qi Lu, Xian Zhou, Wei Han, Yuanyi Wang, Zhuo Fan Gao, Ziling Peng, Xia Chen
Pyrolysis of sewage sludge (SS) in molten salt environments enhances SS conversion efficiency and improves biochar quality; however, the impacts on heavy metals (HMs) require clarification. This study investigates HMs distribution (As, Cr, Cu, Ni, Pb, Mn, Cd, Zn) and ecological risks in biochar from SS with contrasting HMs levels pyrolyzed at 500 °C under alkali molten carbonate (MC) and molten chloride (MCH) systems. The mechanisms underlying HMs stabilization were also elucidated. Compared to N2 pyrolysis, Cd, As, Cu, Ni, Zn, and Mn exhibited migration tendencies toward molten salts. The MC system facilitated the transformation of all HMs into more stable speciation (F3, F4), while the MCH system achieved similar stabilization for all HMs except Mn. MC system has excellent HMs immobilization effects, which benefits from features such as an alkaline environment, enhanced biochar pores, and silicate formation. Overall, molten salt pyrolysis reduced the potential ecological risk of HMs in SS biochar, with risk index (RI) values for MC-derived biochars dropping to 33.6 and 52.6. These results highlight the critical role of molten salt pyrolysis in producing SS biochar with low ecological risks, providing theoretical insights into HMs behavior regulation in molten salt systems and advancing the resource utilization of SS-derived products.
熔盐环境下污泥热解提高了污泥转化效率,改善了生物炭质量;然而,对重金属(HMs)的影响需要澄清。本研究通过对比碱熔融碳酸盐(MC)和熔融氯化物(MCH)体系在500°C下热解的HMs水平,研究了SS生物炭中HMs的分布(As、Cr、Cu、Ni、Pb、Mn、Cd、Zn)和生态风险。HMs稳定的机制也被阐明。与N2热解相比,Cd、As、Cu、Ni、Zn、Mn表现出向熔盐迁移的趋势。MC体系促进了所有HMs转化为更稳定的物种(F3, F4),而MCH体系对除了Mn之外的所有HMs都具有类似的稳定性。MC系统具有良好的HMs固定效果,这得益于碱性环境、增强的生物炭孔隙和硅酸盐形成等特性。总体而言,熔融盐热解降低了SS生物炭中HMs的潜在生态风险,mc衍生生物炭的风险指数(RI)降至33.6和52.6。这些结果突出了熔盐热解在生产低生态风险的SS生物炭中的关键作用,为熔盐体系中HMs行为调控提供了理论见解,并促进了SS衍生产品的资源化利用。
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引用次数: 0
Towards multi-objective optimization of the sustainable and cleaner industrial natural gas dehydration process: Insight into process and environmental criteria 面向可持续和清洁工业天然气脱水过程的多目标优化:对过程和环境标准的洞察
IF 1 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-12-11 DOI: 10.1016/j.jclepro.2025.147231
Swaprabha P. Patel, Mustafa Al Salmi, Ashish M. Gujarathi
This study presents a multi-objective optimization (MOO) analysis of the natural gas (NG) dehydration process using triethylene glycol (TEG) as a solvent. Considering the large-scale production rate of NG, it is essential to focus on environmental sustainability and process efficiency. Thus, four MOO cases are solved with the objective functions of global warming potential (GWP), BTEX emissions, water in dry gas, and makeup TEG solvent flow rate using the non-dominated sorting genetic algorithm II (NSGA-II) algorithm. The Pareto front for Case 1 shows a trade-off between water in dry gas (1.16–25.04 kg/h) and GWP (130.09–1038 mPETW2004). Key decision variables include wet gas temperature (TW), which linearly affects objectives up to 40 °C. A discontinuous Pareto front is observed in Case 2, with two regions: one with near-constant water (1.15–1.16 kg/h) and decreasing BTEX (211.05–206.45 tons/year), and another with water in dry gas (1.93–2.50 kg/h) and lower BTEX (206.33–183.68 tons/year). The 3-D Pareto front in Case 3 reveals an inverse relationship between TW and GWP: higher TW (44.90 °C) reduces GWP (124.49 mPETW2004) but increases water in dry gas (26.63 kg/h) and BTEX (247.31 tons/year). The four-objective optimization introduces complex trade-offs, with solutions clustering in three distinct regions for TW (25–26.07 °C, 34.77–37.27 °C, 40.05–45 °C), reboiler temperature (TR) (170–179.81 °C, 186.66–196.61 °C, 200.41–204.86 °C), and glycol flow rate (FG) (0.9–1.2 m3/h, 1.5 m3/h, 1.77–2.1 m3/h. Analysis considering varying constant feed flow rates is carried out, and the case with 1,14,146 m3/h is identified as the most efficient environmentally friendly option.
研究了以三甘醇(TEG)为溶剂的天然气(NG)脱水过程的多目标优化(MOO)分析。考虑到天然气的大规模生产速度,必须关注环境可持续性和过程效率。因此,采用非主导排序遗传算法II (NSGA-II)算法,以全球变暖潜势(GWP)、BTEX排放量、干气含水量和补充TEG溶剂流速为目标函数,求解了4种MOO情况。案例1的Pareto锋显示了干气含水量(1.16-25.04 kg/h)和GWP (130.09-1038 mPETW2004)之间的权衡。关键决策变量包括湿气温度(TW),它线性影响物镜高达40°C。在案例2中观察到不连续的帕累托锋,有两个区域:一个是接近恒定的水(1.15-1.16 kg/h), BTEX降低(211.05-206.45吨/年),另一个是干气水(1.93-2.50 kg/h), BTEX降低(206.33-183.68吨/年)。案例3的三维Pareto锋揭示了TW与GWP之间的反比关系:较高的TW(44.90°C)降低了GWP (124.49 mPETW2004),但增加了干气含水量(26.63 kg/h)和BTEX(247.31吨/年)。四目标优化引入了复杂的权衡,解决方案聚集在三个不同的区域:TW(25-26.07°C, 34.77-37.27°C, 40.05-45°C),再沸器温度(TR)(170-179.81°C, 186.66-196.61°C, 200.41-204.86°C)和乙二醇流量(FG) (0.9-1.2 m3/h, 1.5 m3/h, 1.77-2.1 m3/h)。考虑到不同的恒定进料流量进行了分析,114146 m3/h的方案被认为是最有效的环保方案。
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引用次数: 0
Comparative assessment of biochar reactor technologies for biomass conversion: Design, performance, and application suitability 生物质转化的生物炭反应器技术的比较评估:设计、性能和应用适用性
IF 1 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-12-10 DOI: 10.1016/j.jclepro.2025.147269
Dipita Ghosh , Nathaniel Anderson , Han-Sup Han
The effectiveness of biochar for ecological restoration, toxicity remediation and carbon sequestration are fundamentally dependent on the biochar production technology. This review provides a systematic comparison of thermochemical conversion techniques such as pyrolysis (slow, rotary kiln, auger-based), gasification (downdraft and fluidized bed) and hydrothermal carbonization (HTC). Key performance metrics such as temperature profile, residence time, emissions regulation, and scalability are evaluated alongside critical biochar qualities such as surface area, porosity, fixed carbon content, cation exchange capacity, and polycyclic aromatic hydrocarbon. Priority has been given to aligning the biochar produced from each reactor with their respective environmental applications based on the biochar functions, such as nutrient retention, pH adjustment, and carbon fixation. The reactor performances have been summarized in context with production capacity, capital cost, and other variables related to system selection. The review uniquely integrates technical, environmental, and agronomic factors to propose a decision framework that aligns biochar production technologies with appropriate feedstocks, logistical settings, and long-term sustainability goals. In conclusion, this interdisciplinary approach fills a gap in literature by linking reactor engineering with functional outcomes in land management and climate resilience.
生物炭在生态修复、毒性修复和固碳方面的有效性从根本上取决于生物炭生产技术。本文对热化学转化技术如热解(慢速、回转窑、螺旋钻)、气化(下行气流和流化床)和热液碳化(HTC)进行了系统的比较。关键性能指标(如温度分布、停留时间、排放调节和可扩展性)与关键生物炭质量(如表面积、孔隙度、固定碳含量、阳离子交换容量和多环芳烃)一起进行评估。根据生物炭的功能,如营养保留、pH调节和碳固定,优先考虑从每个反应器生产的生物炭与其各自的环境应用。反应器性能在生产能力、资本成本和其他与系统选择相关的变量的背景下进行了总结。该综述独特地整合了技术、环境和农艺因素,提出了一个决策框架,使生物炭生产技术与适当的原料、后勤设置和长期可持续性目标保持一致。总之,这种跨学科的方法通过将反应堆工程与土地管理和气候适应能力的功能结果联系起来,填补了文献中的空白。
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引用次数: 0
Valorization of partially combusted wood fly ash with nano-silica as low-impact alternative to coal fly ash in cementitious composites 部分燃烧木粉煤灰与纳米二氧化硅在胶凝复合材料中的低冲击替代煤粉煤灰的增值研究
IF 1 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-12-10 DOI: 10.1016/j.jclepro.2025.147251
Meraj Rubayat Kamal , Ahmed Bediwy , Dima Kanaan , M. Shahria Alam , Khandaker M. Anwar Hossain
The declining availability of coal fly ash (CFA) due to the phasing out of coal-fired power plants has created an urgent demand for alternative supplementary cementitious materials (SCMs) in sustainable concrete construction. This study aims to effectively recycle wood fly ash (WFA), a by-product from wood biomass combustion, as an SCM for greener construction practices. While WFA has demonstrated promising potential, its partially burnt nature negatively impacts mechanical properties due to the presence of porous biochars. This study explores the valorization of WFA as a low-carbon SCM through the addition of a small dosage of nano-silica (NS) to mitigate these drawbacks. Ternary-blended cementitious composites were prepared by replacing cement with 15 % and 30 % WFA, combined with 3 % NS, to evaluate fresh, mechanical, durability, and microstructural properties. The results were compared with composites made of commercially available classes C and F CFA. It was observed that although NS addition negatively affected the fresh properties, it greatly enhanced the mechanical properties, chloride resistance, water absorption, and freeze-thaw durability of the WFA-modified composites. The improved freeze-thaw resistance can potentially extend the service life, thereby enhancing environmental compatibility. The mix having 15 % WFA and 3 % NS outperformed the control one in both mechanical and durability aspects, indicating that a low-level NS replacement can effectively mitigate the drawbacks of partially combusted WFA. Overall, CFAs demonstrated better performance than WFA at the 30 % level.
随着燃煤电厂的逐步淘汰,粉煤灰(CFA)的可用性不断下降,对可持续混凝土施工中替代补充胶凝材料(scm)的需求日益迫切。本研究旨在有效地回收木材生物质燃烧的副产品木粉煤灰(WFA),作为绿色建筑实践的SCM。虽然WFA已经显示出很好的潜力,但由于多孔生物炭的存在,其部分燃烧的性质对机械性能产生了负面影响。本研究通过添加小剂量的纳米二氧化硅(NS)来减轻这些缺点,探索了WFA作为低碳SCM的增值。用15%和30%的WFA替代水泥,再加上3%的NS,制备三元复合胶凝材料,以评估其新鲜度、力学性能、耐久性和微观结构性能。结果与市售的C类和F类CFA制成的复合材料进行了比较。结果表明,NS的加入对复合材料的保鲜性能有负面影响,但对复合材料的力学性能、耐氯性、吸水性和冻融耐久性均有显著提高。抗冻融性能的提高可以潜在地延长使用寿命,从而提高环境相容性。15% WFA和3% NS的混合物在机械性能和耐久性方面都优于对照,表明低水平NS的替换可以有效缓解部分燃烧的WFA的缺点。总体而言,在30%的水平上,cfa表现出比WFA更好的表现。
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引用次数: 0
The power of play: Exploring the impact of self-directed and social-priented gamification on low-carbon engagement 游戏的力量:探索自我导向和社会导向的游戏化对低碳参与的影响
IF 1 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-12-10 DOI: 10.1016/j.jclepro.2025.147243
Wenhe Lin , Qiqi Hu , Hao Wang , Hao Pan
During the escalating global climate crisis, green gamification design has been recognized as an innovative approach to promote users' low-carbon engagement. However, empirical research exploring how different design directions influence user engagement—particularly from the perspective of subject‒object interaction—remains limited. To address this gap, this study integrates the rational decision-making framework of the Theory of Planned Behavior (TPB) with the dynamic trigger mechanism of the Fogg Behavior Model (FBM) to investigate how self-directed and social-oriented green gamification designs impact users' low-carbon engagement. Drawing on survey data from users of Ant Forest on Alipay, one of China's leading online payment platforms, the proposed research model was tested using structural equation modeling. The results indicate that both self-directed and social-oriented green gamification designs significantly enhance users' low-carbon engagement, with self-directed exerting a notably stronger effect. Furthermore, subjective norms and perceived behavioral control partially mediate the effect of self-directed green gamification design on users' low-carbon engagement. In contrast, the social-oriented design fails to activate these mediating pathways effectively due to the absence of intrinsic value support. This research offers new insights into the role of green gamification in promoting low-carbon engagement and provides a theoretical foundation for platform design, policy development, and the advancement of cross-sector carbon credit systems.
在日益加剧的全球气候危机中,绿色游戏化设计被认为是一种促进用户低碳参与的创新方法。然而,探索不同设计方向如何影响用户参与的实证研究——特别是从主客体交互的角度——仍然有限。为了解决这一差距,本研究将计划行为理论(TPB)的理性决策框架与Fogg行为模型(FBM)的动态触发机制相结合,研究自我导向和社会导向的绿色游戏化设计如何影响用户的低碳参与。利用蚂蚁森林对支付宝(中国领先的在线支付平台之一)用户的调查数据,使用结构方程模型对提出的研究模型进行了测试。结果表明,自我导向和社会导向的绿色游戏化设计都显著提高了用户的低碳参与,其中自我导向的效果明显更强。此外,主观规范和感知行为控制在自主绿色游戏化设计对用户低碳参与的影响中起到部分中介作用。而面向社交的设计由于缺乏内在价值支持,无法有效激活这些中介通路。本研究对绿色游戏化在促进低碳参与中的作用提供了新的见解,并为平台设计、政策制定和跨部门碳信用体系的推进提供了理论基础。
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引用次数: 0
Transition from grazing to indoor feeding elevates the risks of antibiotic resistance gene transmission in Tibetan sheep
IF 1 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-12-10 DOI: 10.1016/j.jclepro.2025.147281
Ze Cao , Huanyu Gong , Kairi Yang , Ting Wei , Huilin Qin , Ruijun Long , Jianwei Zhou , Jiandui Mi
The shift toward intensive livestock farming on the Qinghai-Tibetan Plateau (QTP) has raised biosecurity concerns regarding the spread of antibiotic resistance genes (ARGs) through animal waste. In this study, ARGs dynamics in Tibetan sheep are examined under three dietary systems: grazing, total mixed ration (TMR) indoor feeding, and flaxseed-supplemented TMR. Fecal ARG abundance in the indoor groups (TMR and flaxseed-TMR) increased 8.8- and 9.7-fold, respectively, compared with that in the grazing group (P < 0.01), dominated by aminoglycoside (APH(3′)-IIIa), MLS (cfr(E), lsa(B), lnu(C)), and tetracycline (tet(W), tet(O)) resistance genes. Metagenomic analysis revealed Lachnospiraceae may be as the primary ARGs host, which was significantly enriched in the indoor groups (14.6 % and 15.7 % in groups I and L, respectively, and 9.0 % in group G). Lachnospiraceae was positively correlated (P < 0.05) with intestinal metabolites associated with stress responses: pro-inflammatory agents (4-phenylbutyric acid, stercobilin) and repair mediators (urocanic acid/5-hydroxyindole-3-acetic acid/indole-3-acetic acid). Redundancy analysis attributed 42 % of the ARGs variation to the combined effects of changes in microbial metabolism, suggesting that dietary stress leads to changes in microbial community structure and that some amino acid metabolites that cause intestinal inflammation promote the enrichment of Lachnospiraceae. On the one hand, Lachnospiraceae serve as potential reservoirs of resistance genes and mobile genetic elements (MGEs), leading to increased abundance of resistance genes. On the other hand, increased abundance of MGEs can also promote horizontal transfer of resistance genes. These findings reveal a critical trade-off between livestock productivity and the risk of antibiotic resistance in plateau ecosystems. Sustainable strategies, such as cyclical grazing (alternating pasture-indoor feeding) or microbiome-stabilized feed formulations, are proposed to maintain agricultural production while mitigating biosecurity threats.
室内组(TMR组)和亚麻籽-TMR组粪便ARG丰度分别比放牧组增加8.8倍和9.7倍(P < 0.01),以氨基糖苷(APH(3′)- iiia)、MLS (cfr(E)、lsa(B)、lnu(C))和四环素(tet(W)、tet(O))抗性基因为主。宏基因组分析显示,毛缕菌科(Lachnospiraceae)可能是ARGs的主要寄主,在室内组中含量显著增加(I和L组分别为14.6%和15.7%,G组为9.0%)。毛螺科与应激反应相关的肠道代谢物:促炎剂(4-苯基丁酸、胆甾醇)和修复介质(尿酸/5-羟基吲哚-3-乙酸/吲哚-3-乙酸)呈正相关(P < 0.05)。冗余分析将42%的ARGs变化归因于微生物代谢变化的综合影响,提示饮食应激导致微生物群落结构的变化,一些引起肠道炎症的氨基酸代谢物促进了毛螺科细菌的富集。一方面,毛螺科作为潜在的抗性基因和移动遗传元件(MGEs)的储存库,导致抗性基因的丰度增加。另一方面,MGEs丰度的增加也可以促进抗性基因的水平转移。这些发现揭示了高原生态系统中牲畜生产力与抗生素耐药性风险之间的关键权衡。提出了可持续战略,如周期性放牧(牧场-室内交替喂养)或微生物稳定饲料配方,以维持农业生产,同时减轻生物安全威胁。
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引用次数: 0
Labor price distortion and carbon emission performance: The role of technological progress bias in China 劳动力价格扭曲与碳排放绩效:中国技术进步偏差的作用
IF 1 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-12-10 DOI: 10.1016/j.jclepro.2025.147282
Yu Dong , Xuehong Zhu , Qiong Xu
Carbon intensity and per capita carbon emissions are key indicators of carbon emission performance, but the connection between factor price distortion and these indicators remains unclear. Utilizing panel data from 284 cities covering the years 2006–2020 in China, this study investigates how labor price distortions affect carbon intensity and per capita carbon emissions. By employing Stochastic Frontier Analysis to measure technological progress bias, the research further explores its moderating role in these relationships. The results show that: (1) For every unit increase in labor price distortion, carbon intensity decreases by 2.1 %, but at the cost of a 7.8 % increase in per capita carbon emissions. (2) A one-unit increase in labor price distortion reduces the energy-capital ratio by 2.4 %, driving down carbon intensity; Conversely, it raises the energy-labor ratio by 8.5 %, leading to higher per capita carbon emissions. (3) When technological progress is biased toward energy, the suppressive effect of labor price distortions on carbon intensity diminishes by at least 2.7 %, while their stimulating impact on per capita carbon emissions increases by at least 4.8 %. This study not only explains the phenomenon of declining carbon intensity and rising per capita carbon emissions in China, but also advances research on labor price distortion's effects from the dimensions of factor structure and carbon emission performance.
碳强度和人均碳排放量是碳排放绩效的关键指标,但要素价格扭曲与这些指标之间的关系尚不清楚。利用2006-2020年中国284个城市的面板数据,研究了劳动力价格扭曲对碳强度和人均碳排放的影响。采用随机前沿分析对技术进步偏差进行测度,进一步探讨了技术进步偏差在这些关系中的调节作用。研究结果表明:(1)劳动力价格每增加一个单位,碳强度降低2.1%,但代价是人均碳排放量增加7.8%。(2)劳动力价格扭曲度每增加1个单位,能源资本比就会降低2.4%,从而降低碳强度;相反,它使能源劳动比提高了8.5%,导致人均碳排放量增加。(3)当技术进步向能源倾斜时,劳动力价格扭曲对碳强度的抑制作用至少减弱2.7%,而对人均碳排放的刺激作用至少增加4.8%。本研究不仅解释了中国碳强度下降和人均碳排放量上升的现象,而且从要素结构和碳排放绩效两个维度推进了劳动力价格扭曲效应的研究。
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引用次数: 0
Exploring global synergies in agricultural mitigation and adaptation: an integrated perspective on agriculture carbon emission and production efficiency 探索农业减缓和适应的全球协同效应:农业碳排放和生产效率的综合视角
IF 1 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-12-10 DOI: 10.1016/j.jclepro.2025.147232
Jiale Chen , Chunhua Li , Yanwen Sheng , Jing Zhao
Agriculture faces the dual challenge of adapting to climate change while mitigating its environmental footprint, yet current assessments often lack integrated and dynamic perspectives. This study proposes an efficiency-based framework using agricultural production efficiency (APE) and agricultural carbon efficiency (ACE) to respectively represent adaptive and mitigative capacity. We develop a dynamic union frontier directional distance function (DUDDF) to evaluate 174 countries (2001–2022) and classify them into four synergy types based on period efficiency changes: mitigation-adaptation synergy (MAS), adaptation-dominant trade-off (ADT), Mitigation-Dominant trade-off (MDT), and ineffective/non-synergy (INS). The results reveal significant spatiotemporal heterogeneity in global agricultural climate performance. Oceania maintains high synergy, while Europe shows systemic decline. The proportion of MAS countries increased from 47.7 % to 58.6 % across four periods, whereas INS countries decreased from 14.9 % to 5.7 %. Transition pathway analysis further identifies three typical patterns: a shift from MDT to MAS or ADT, a transition from INS to ADT and then to MAS, and high persistence among MAS countries. Theoretically, this study integrates efficiency and synergy concepts within a production-theoretic framework that accommodates technological heterogeneity. Practically, it provides a state-contingent diagnostic tool for targeting policies and suggests integrating APE/ACE into NDC monitoring systems to help countries achieve durable mitigation-adaptation synergy without compromising food security.
农业面临着适应气候变化和减少其环境足迹的双重挑战,但目前的评估往往缺乏综合和动态的观点。本研究提出了一个基于效率的框架,利用农业生产效率(APE)和农业碳效率(ACE)分别代表适应能力和减缓能力。我们开发了一个动态联合边界定向距离函数(DUDDF)来评估174个国家(2001-2022),并根据时期效率变化将它们分为四种协同类型:减缓-适应协同(MAS)、适应-主导权衡(ADT)、减缓-主导权衡(MDT)和无效/非协同(INS)。结果表明,全球农业气候表现具有显著的时空异质性。大洋洲保持高度协同,欧洲呈现系统性衰退。在四个时期内,MAS国家的比例从47.7%上升到58.6%,而INS国家的比例从14.9%下降到5.7%。过渡途径分析进一步确定了三种典型模式:从MDT到MAS或ADT的转变,从INS到ADT再到MAS的转变,以及MAS国家的高持久性。从理论上讲,本研究将效率和协同概念整合在一个适应技术异质性的生产理论框架内。实际上,它为制定政策提供了一种基于国家的诊断工具,并建议将APE/ACE纳入国家自主贡献监测系统,以帮助各国在不损害粮食安全的情况下实现持久的减缓-适应协同作用。
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引用次数: 0
Evaluating spatial heterogeneity and suitability patterns for soybean cultivation in Heilongjiang: A productivity-oriented approach 黑龙江省大豆种植空间异质性及适宜性评价:基于生产力的方法
IF 1 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-12-10 DOI: 10.1016/j.jclepro.2025.147264
Mengmeng Hu , Wenbin Wu , Qiangyi Yu , Huajun Tang , Fen Zhao , Changbin Yin
Soybean is not only a vital food and oil crop but also an essential nitrogen-fixing plant that contributes to environmental sustainability. In China, however, soybean production is heavily dependent on imports. Despite national efforts to expand soybean cultivation to increase planting area and yield, current research has yet to comprehensively assess soybean suitability based on yield potential. To fill in this gap, this study focuses on Heilongjiang Province, the primary soybean-producing region in China. A grid-scale soybean yield prediction model was developed by integrating remote sensing vegetation indices across phenological stages with the Light Gradient Boosting Machine (LightGBM) and Random Forest (RF) methods. Spatial autocorrelation, combined with a MaxEnt model incorporating environmental and anthropogenic factors, was then used to identify high-yield areas and map soybean suitability zones, based on which potential reductions in carbon emissions were estimated. The results indicate that the RF model achieved higher prediction accuracy, and incorporating the temporal dynamics of vegetation indices during the filling seeds and senescence stages further improved yield prediction, reducing the RMSE by 9.8 % compared with models using only static indices. The land suitability for high-yield soybean in Heilongjiang is primarily determined by the temperature of the wettest quarter, isothermality, elevation, and precipitation of the warmest month. The extremely suitable area covered 28,617.4 km2, accounting for 6.3 % of the province's area, and was predominantly located in the Sanjiang and Songnen Plains, where suitable habitats and high-yield hotspots exhibited substantial spatial overlap. However, in 2021, only 65.3 % of soybean cultivation occurred within these suitable zones, highlighting a notable mismatch between resource endowments and actual planting patterns. These findings highlight the need for targeted soybean expansion in ecologically suitable areas and provide scientific support for optimizing land use and advancing sustainable agricultural development.
大豆不仅是重要的粮食和油料作物,而且是一种重要的固氮植物,有助于环境的可持续发展。然而,在中国,大豆生产严重依赖进口。尽管国家努力扩大大豆种植以增加种植面积和产量,但目前的研究尚未基于产量潜力全面评估大豆的适宜性。为了填补这一空白,本研究以中国大豆主产区黑龙江省为研究对象。采用光梯度增强机(Light Gradient Boosting Machine, LightGBM)和随机森林(Random Forest, RF)方法,综合不同物候阶段的遥感植被指数,建立了网格尺度的大豆产量预测模型。利用空间自相关和MaxEnt模型,结合环境和人为因素,确定了大豆高产区域,绘制了大豆适宜区图,并在此基础上估算了潜在的碳减排。结果表明,RF模型具有较高的预测精度,并结合灌浆期和衰老期植被指数的时间动态,进一步提高了产量预测的准确性,与仅使用静态指数的模型相比,RMSE降低了9.8%。黑龙江大豆高产的土地适宜性主要由最湿季节的温度、等温线、海拔和最暖月份的降水量决定。极适宜区面积为28617.4 km2,占全省面积的6.3%,主要分布在三江平原和松嫩平原,适宜生境与高产热点在空间上存在较大重叠。然而,在2021年,只有65.3%的大豆种植发生在这些适宜区域,凸显了资源禀赋与实际种植模式之间的显著不匹配。研究结果突出了在生态适宜地区有针对性地推广大豆种植的必要性,为优化土地利用、推进农业可持续发展提供了科学依据。
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引用次数: 0
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Journal of Cleaner Production
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