Resources Environment and Sustainability最新文献_第5页

Electric-field-induced assists in the preferential extraction of lithium from spent LiFePO4 电场诱导有利于从废LiFePO4中优先提取锂

IF 12.4

Resources Environment and Sustainability Pub Date : 2025-02-06 DOI: 10.1016/j.resenv.2025.100198

Shangpei Yong, Yan Lin

{"title":"Electric-field-induced assists in the preferential extraction of lithium from spent LiFePO4","authors":"Shangpei Yong, Yan Lin","doi":"10.1016/j.resenv.2025.100198","DOIUrl":"10.1016/j.resenv.2025.100198","url":null,"abstract":"<div><div>Due to the advantages of high energy density, high conversion efficiency, and rapid response speed associated with power lithium batteries, there has been a significant expansion in their use. However, industry forecasts indicate that if large quantities of waste lithium-ion batteries are not managed properly, it could lead to serious environmental pollution issues as these batteries reach the end of their life cycle. Therefore, developing highly efficient and environmentally friendly recycling technologies is urgently needed. This paper proposes a green and efficient selective lithium extraction process integrating leaching technology with electrochemical methods. This approach enables the separation of Li and FePO<sub>4</sub> within an electrolyte through electric field assistance while effectively minimizing waste liquid generation. The effects of various factors on Li and Fe’s leaching rates were investigated using orthogonal and single factor experiments. Under optimal conditions, the leaching rate of Li reached 98.85%, while that for Fe was only 0.22%, resulting in a selectivity ratio (Li/Fe) of 99.78%, which demonstrates successful selective extraction of lithium. Furthermore, we assessed the feasibility of this experiment through potentiometric-pH diagrams. We elucidated its mechanism using XPS, XRD, and SEM. Unlike conventional destructive leaching methods, the Li extraction process facilitated by the electric-field-induced assistance resembles the charging process of LiFePO<sub>4</sub> batteries. Ultimately, Li was recovered as Li<sub>2</sub>CO<sub>3</sub>, while Fe and P present in the slag were subsequently retrieved as FePO<sub>4</sub> with battery-grade purity through a hydrothermal method. This study presents an environmentally sustainable and economically viable approach for recovering spent LiFePO<sub>4</sub> batteries.</div></div>","PeriodicalId":34479,"journal":{"name":"Resources Environment and Sustainability","volume":"19 ","pages":"Article 100198"},"PeriodicalIF":12.4,"publicationDate":"2025-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143386386","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Comprehensive reviews on technological and life cycle environmental aspects of solar–thermal adsorption refrigerator 太阳能热吸附式制冷机技术及全生命周期环境研究综述

IF 12.4

Resources Environment and Sustainability Pub Date : 2025-02-06 DOI: 10.1016/j.resenv.2025.100195

Jun-Ki Choi , Anup Paudel , Bipin Karki , Katie Bradley , Natalie Quinn , Amy Ciric

{"title":"Comprehensive reviews on technological and life cycle environmental aspects of solar–thermal adsorption refrigerator","authors":"Jun-Ki Choi , Anup Paudel , Bipin Karki , Katie Bradley , Natalie Quinn , Amy Ciric","doi":"10.1016/j.resenv.2025.100195","DOIUrl":"10.1016/j.resenv.2025.100195","url":null,"abstract":"<div><div>Refrigeration has significantly enhanced human well-being but comes with notable environmental impacts, particularly due to ozone-depleting substances and hydrofluorocarbons with high global warming potential. Solar Thermal Adsorption Refrigeration (STAR) has emerged as a promising alternative, especially in rural and off-grid regions where conventional refrigeration systems face energy limitations. This paper provides a comprehensive review of recent advancements in adsorption refrigeration technologies, including novel adsorbents like activated carbon–ethanol, metal–organic frameworks (MOFs), and composite materials designed to overcome critical challenges in heat and mass transfer. A particular emphasis is placed on the size limitations of adsorbers and the thermal efficiency of working pairs. Additionally, we critically analyze the life cycle environmental impacts of adsorption refrigeration systems, evaluating their sustainability compared to conventional vapor compression technologies. Unlike previous reviews, this paper integrates both technological developments and life cycle assessments, offering a unique perspective on STAR’s viability for sustainable refrigeration solutions. Finally, we present two novel bench-scale STAR systems, compare their environmental performance to traditional systems, and highlight key design improvements that address scalability challenges.</div></div>","PeriodicalId":34479,"journal":{"name":"Resources Environment and Sustainability","volume":"19 ","pages":"Article 100195"},"PeriodicalIF":12.4,"publicationDate":"2025-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143349315","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Dynamic nitrogen metabolism in urban environments: Cross-sectoral and cross-media insights for sustainable management 城市环境中的动态氮代谢：可持续管理的跨部门和跨媒体见解

IF 12.4

Resources Environment and Sustainability Pub Date : 2025-01-27 DOI: 10.1016/j.resenv.2025.100193

Yu Lin , Haoyi Lv , Jiachao Ke , Qingbin Song , Ni Sheng , Chen Chen , Zongguo Wen

{"title":"Dynamic nitrogen metabolism in urban environments: Cross-sectoral and cross-media insights for sustainable management","authors":"Yu Lin , Haoyi Lv , Jiachao Ke , Qingbin Song , Ni Sheng , Chen Chen , Zongguo Wen","doi":"10.1016/j.resenv.2025.100193","DOIUrl":"10.1016/j.resenv.2025.100193","url":null,"abstract":"<div><div>The effective management of nitrogen pollution in urban environments presents unique challenges due to the cross-sectoral and cross-media characteristics of nitrogen migration and transformation. Using Macao as a case study, this research dynamically simulates urban nitrogen metabolism from 2000 to 2021 to explore its trends, drivers, and environmental implications. Through Element Flow Analysis, a cross-sectoral and cross-media nitrogen metabolism model was developed to identify critical pathways and key sectors in nitrogen dynamics. Results reveal a significant increase in nitrogen input, output, and environmental load during the study period. The food sector dominated urban nitrogen metabolism, contributing 46.35% of total nitrogen inputs, with an average annual input exceeding 3000 tons. Soil and water bodies experienced cumulative N inputs of approximately 5700 tons and 28000 tons, respectively, while atmospheric nitrogen flows decreased by 10.49%. The study identified insufficient wastewater treatment capacity and pipeline leakage as primary contributors to nitrogen emissions, alongside significant deficiencies in organic waste recovery. Driving force analysis highlights population growth and shifts as dominant factors influencing nitrogen metabolism. Ecological Network Analysis further reveals complex interactions within the nitrogen cycle, emphasizing the need for integrated urban management strategies. This study underscores the urgency of coordinated cross-sectoral and cross-media approaches to mitigate urban nitrogen pollution, providing actionable insights for sustainable urban resource management and policy development.</div></div>","PeriodicalId":34479,"journal":{"name":"Resources Environment and Sustainability","volume":"19 ","pages":"Article 100193"},"PeriodicalIF":12.4,"publicationDate":"2025-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143167194","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Policy relevance of IPCC reports for the Sustainable Development Goals and beyond IPCC报告与可持续发展目标及其他目标的政策相关性

IF 12.4

Resources Environment and Sustainability Pub Date : 2025-01-22 DOI: 10.1016/j.resenv.2025.100192

Prajal Pradhan , Sushobhan Joshi , Kshitij Dahal , Yaunchao Hu , Daya Raj Subedi , Muhammad Panji Islam Fajar Putra , Shrijana Vaidya , Laxmi Prasad Pant , Shobhakar Dhakal , Klaus Hubacek , Maheswar Rupakheti , Debra C. Roberts , Bart van den Hurk

引用次数: 0

The neglected disproportionate contributions of active fires in greenhouse gas emissions globally 被忽视的活火对全球温室气体排放的不成比例的贡献

IF 12.4

Resources Environment and Sustainability Pub Date : 2025-01-08 DOI: 10.1016/j.resenv.2025.100190

Mingtao Xiang , Chiwei Xiao

{"title":"The neglected disproportionate contributions of active fires in greenhouse gas emissions globally","authors":"Mingtao Xiang , Chiwei Xiao","doi":"10.1016/j.resenv.2025.100190","DOIUrl":"10.1016/j.resenv.2025.100190","url":null,"abstract":"<div><div>The steeply rising greenhouse gas (GHG) emissions poses significant safety hazards to human society and global change, which was generally sourced from fires as well as fossil and bio fuels combustion. Since 2000, global carbon dioxide (CO<sub>2</sub>) emissions from active fires have been approximately 25% of those from fossil fuels and land use change. Due to the complicated mechanisms of interactions between active fires and GHG emissions, the size, distribution, and changes of GHG emissions from active fires contributions exist wide differences. The contributions of active fires to GHG emissions and their discrepancies as well as driving mechanisms at the global scale remain poorly understood systematically. Here, we combine GHG emission, active fires, land cover, temperature, and population products (2003–2021) to quantificat the spatio-temporal features of fires-induced GHG emissions and possible drivers. Although the proportions of GHG emissions from active fires showed a descending tendency with fluctuation, the annually totality almost kept increasing since 2003. Among total 9.71 × 10<sup>5</sup> million tons GHG emissions, active fires released approximately 20% (1.85 × 10<sup>5</sup> million tons), and shows significant regional variability. Land cover, temperature, and population jointly regulated global disproportionate contributions of active fires in GHG emissions. Most areas, where GHG emissions from active fires obviously exceeded that from fossil and bio fuels combustion, were sparsely populated. Over 43% of GHG emission contributions from active fires were counted in Brazil, the Democratic Republic of Congo, Kazakhstan, Mainland of Southeast Asia, and Australia. Our findings emphasize the crucial contribution of active fires to global carbon emissions, particularly CO<sub>2</sub> emissions. Future efforts on global warming alleviation, carbon neutrality, GHG budgets, and sustainable development should take the impact of fire emissions into account.</div></div>","PeriodicalId":34479,"journal":{"name":"Resources Environment and Sustainability","volume":"19 ","pages":"Article 100190"},"PeriodicalIF":12.4,"publicationDate":"2025-01-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143167195","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Environmental responsibilities embodied in consumption behavior: A comparison between urban and rural residents in China 消费行为中体现的环境责任：中国城乡居民的比较

IF 12.4

Resources Environment and Sustainability Pub Date : 2025-01-06 DOI: 10.1016/j.resenv.2025.100189

Qiting Zuo , Zhizhuo Zhang , Qingsong Wu , Yihu Ji , Junxia Ma

{"title":"Environmental responsibilities embodied in consumption behavior: A comparison between urban and rural residents in China","authors":"Qiting Zuo , Zhizhuo Zhang , Qingsong Wu , Yihu Ji , Junxia Ma","doi":"10.1016/j.resenv.2025.100189","DOIUrl":"10.1016/j.resenv.2025.100189","url":null,"abstract":"<div><div>The environmental impacts of consumption behavior are not evenly distributed across different groups. Here, we develop an analytical framework by integrating input–output analysis, Lorenz curves drawing, spatial disequilibrium decomposition, and geographic transfer identification, enabling quantify the disparities in environmental responsibilities between urban and rural residents’ consumption behaviors. This framework is applied to China, the most populous country globally, for case study integrating three key dimensions: water consumption, fossil energy usage, and carbon emissions. The water resource, energy, and climate responsibilities associated with the urban residents’ consumption behavior were 2.68–2.92, 3.08–3.40, and 3.12–3.46 times that of rural residents in the three investigable years. Rural per capita consumption environmental footprints were less than half of urban residents. Provinces representing 20% of China’s urban and rural population generate 27%–36% of the country’s blue water, fossil energy, and carbon footprints. The spatial disequilibrium of residents’ consumption environmental responsibilities is significant but shows a weakening trend. Coastal developed regions tend to be net inflow areas of embodied water, fossil energy, and carbon dioxide, transferring embodied environmental pressures to inland regions. A progressive consumption footprint tax policy that considers contribution to economic growth is a potential approach for redistributing the consumption responsibilities between urban and rural residents.</div></div>","PeriodicalId":34479,"journal":{"name":"Resources Environment and Sustainability","volume":"19 ","pages":"Article 100189"},"PeriodicalIF":12.4,"publicationDate":"2025-01-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143167197","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Promoting soil management ways: Bioelectrochemical technology 促进土壤管理方式：生物电化学技术

IF 12.4

Resources Environment and Sustainability Pub Date : 2025-01-04 DOI: 10.1016/j.resenv.2025.100191

Xin Yu , Xiaolin Zhang , Side Yang , Xiaodong Zhao , Kai Wang , Iranzi Emile Rushimisha , Ziyuan Zhou , Xiaojing Li , Yongtao Li

{"title":"Promoting soil management ways: Bioelectrochemical technology","authors":"Xin Yu , Xiaolin Zhang , Side Yang , Xiaodong Zhao , Kai Wang , Iranzi Emile Rushimisha , Ziyuan Zhou , Xiaojing Li , Yongtao Li","doi":"10.1016/j.resenv.2025.100191","DOIUrl":"10.1016/j.resenv.2025.100191","url":null,"abstract":"<div><div>Electron transport derived from microbial self-generation or consumption is a fundamental oxidation–reduction force for matter transformation and energy communication. The most abundant quantity and species of microorganisms are present in soil, and the ecological functions of microbial electron transfer coupled with soil evolution processes as well as the main element cycles have received increasing attention. Developing soil bioelectrochemical system (BES) is a convenient and efficient approach for the sustainable management of soil environment. In this review, the effects of element transformations, including carbon, nitrogen, iron, and sulfur, were examined, with a primary focus on the efficiency of a soil BES in monitoring biocurrent conduction. Moreover, the factors affecting the soil BES were summarized from the perspective of physical, chemical and biological processes. The ecological functions of soil biocurrent conduction for removing pollutants, amending alkaline acidification, desalination, detoxifying heavy metals, reducing methane emissions, and increasing soil fertility were subsequently reviewed. Finally, knowledge gaps and perspectives involving the identification of electroactive microorganisms, electron transport pathways, the regulation of element cycles, and key applications of soil BES were proposed. Overall, soil BES would provide versatile support to improve the environmental control approach and agricultural sustainability.</div></div>","PeriodicalId":34479,"journal":{"name":"Resources Environment and Sustainability","volume":"19 ","pages":"Article 100191"},"PeriodicalIF":12.4,"publicationDate":"2025-01-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143167192","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Sustainable water and emissions management in agriculture: The water-emissions-food nexus in China 农业可持续用水和排放管理：中国的水-排放-粮食关系

IF 12.4

Resources Environment and Sustainability Pub Date : 2024-12-23 DOI: 10.1016/j.resenv.2024.100187

Yang Liu , Maria Vrachioli , Huimei Li , Yafei Wang , Johannes Sauer

{"title":"Sustainable water and emissions management in agriculture: The water-emissions-food nexus in China","authors":"Yang Liu , Maria Vrachioli , Huimei Li , Yafei Wang , Johannes Sauer","doi":"10.1016/j.resenv.2024.100187","DOIUrl":"10.1016/j.resenv.2024.100187","url":null,"abstract":"<div><div>Studying the water-emissions-food nexus (WEF Nexus) is crucial for the sustainability of agricultural economic systems. The multi-regional input–output (MRIO) model provides insights for water-emissions-food integrated collaborative management. This study develops a detailed agriculture-oriented MRIO model based on the RAS method, which disaggregates the agricultural sector into 12 sub-sectors. The water consumption and greenhouse gas (GHG) emissions are allocated to the entire supply chain to identify the key regions and routes of the WEF Nexus in China for 2017. Then the environmental output level of the agricultural sector and its sub-sectors is analyzed using productivity indicators. Results demonstrate that the agricultural sector exhibits a strongly connected WEF Nexus (coefficient of 0.87), particularly in Coastal and Southwest regions. The synergistic relationship between water and emissions suggests significant opportunities for implementing integrated management strategies. 73.3% of virtual water and 71.7% of embodied emissions are concentrated in downstream non-agricultural sectors of supply chains, highlighting the substantial impact of trade transmission on the environment. The water and emissions productivity in the agricultural sector are spatially aligned except in the Central and Southwest regions. As significant agricultural output regions, Northeast and Central regions have lower water or emissions productivity, making sustainable agricultural development more challenging. Therefore, practical measures should focus on promoting technological innovation and its adoption to enhance water use efficiency and reduce GHG emissions in agricultural production.</div></div>","PeriodicalId":34479,"journal":{"name":"Resources Environment and Sustainability","volume":"19 ","pages":"Article 100187"},"PeriodicalIF":12.4,"publicationDate":"2024-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143167196","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Uncovering the evolution of vanadium cycle in China during 2000–2022 2000-2022年中国钒循环演化

IF 12.4

Resources Environment and Sustainability Pub Date : 2024-12-21 DOI: 10.1016/j.resenv.2024.100188

Dong Wu , Yong Geng , Ziyan Gao , Yifan Wu

{"title":"Uncovering the evolution of vanadium cycle in China during 2000–2022","authors":"Dong Wu , Yong Geng , Ziyan Gao , Yifan Wu","doi":"10.1016/j.resenv.2024.100188","DOIUrl":"10.1016/j.resenv.2024.100188","url":null,"abstract":"<div><div>Vanadium has been classified as one critical metal by multiple countries. China has the largest vanadium reserve and production capacity in the world and plays a vital role in the global vanadium supply chain. This study aims to uncover China’s vanadium cycle and market features for the period of 2000–2022 by applying dynamic material flow analysis method. The results show that the supply of vanadium had increased more than tenfold from 2000 to 2022, with an accumulated amount of 856 Kt. The majority of vanadium were used for meeting with the domestic demand (679 Kt). Vanadium-containing steel alloys dominated the largest share (87%), while the demand for vanadium redox flow battery increased rapidly, with an average annual growth rate of 21%. Secondary vanadium resources were predominantly recovered from the slags generated from the production stage, with a smaller share from the old scraps collected from end-of-life vanadium-containing products. China mainly imported primary vanadium resources from developing countries and exported intermediate products to developed countries. However, vanadium trade was seriously disrupted by the global financial crisis in 2008 and the recent COVID-19 pandemic. Several policies are proposed to promote stable supply and sustainable utilization of vanadium resources from the perspectives of economic incentives, technological development, industrial adjustment, trade structure and strategic reserve.</div></div>","PeriodicalId":34479,"journal":{"name":"Resources Environment and Sustainability","volume":"19 ","pages":"Article 100188"},"PeriodicalIF":12.4,"publicationDate":"2024-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143167547","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Knowledge-guided machine learning for improving crop yield projections of waterlogging effects under climate change 基于知识引导的机器学习改进气候变化下内涝影响的作物产量预测

IF 12.4

Resources Environment and Sustainability Pub Date : 2024-12-10 DOI: 10.1016/j.resenv.2024.100185

Linchao Li , Qinsi He , Matthew Tom Harrison , Yu Shi , Puyu Feng , Bin Wang , Yajie Zhang , Yi Li , De Li Liu , Guijun Yang , Meixue Zhou , Qiang Yu , Ke Liu

{"title":"Knowledge-guided machine learning for improving crop yield projections of waterlogging effects under climate change","authors":"Linchao Li , Qinsi He , Matthew Tom Harrison , Yu Shi , Puyu Feng , Bin Wang , Yajie Zhang , Yi Li , De Li Liu , Guijun Yang , Meixue Zhou , Qiang Yu , Ke Liu","doi":"10.1016/j.resenv.2024.100185","DOIUrl":"10.1016/j.resenv.2024.100185","url":null,"abstract":"<div><div>Extreme precipitation poses a significant threat to crop production, often underestimated by process-based models. State-of-the-art models also struggle with high-resolution spatial applications due to process complexity. Here, we developed a Knowledge-Guided Machine Learning (KGML) framework that integrates machine learning with a waterlogging-enabled APSIM (Agricultural Production Systems sIMulator) to simulate wheat yield change under climate change in the Yangtze River Basin, China. Using transfer learning, this KGML framework transferred waterlogging processes to eight gridded crop models, enabling more accurate yield projections. We found that KGML could accurately replicate the behavior of the improved APSIM model under waterlogging conditions, achieving an R<sup>2</sup> of 0.83 and an RMSE of 272.3 kg/ha for yield loss simulations. Soil properties were identified as the primary factors influencing yield losses under waterlogging, highlighting the importance of optimizing soil conditions to mitigate the adverse impacts of excessive water. Across different scenarios, the improved crop model ensembles projected greater crop yield losses compared to the original simulated outputs, with additional losses (compared to the historical period) around 5.9%–7.3% during the two periods. Although global climate models were the primary source of uncertainty in T1 (2029–2059), crop models contributed more to uncertainty in T2 (2069–2099). The improved ensemble reduced uncertainty from crop models compared to the original. This study highlights the potential of KGML to improve crop models, offering valuable insights for climate impact assessments and resource management. We believe our results can help national and local authorities make informed crop yield decisions under climate change.</div></div>","PeriodicalId":34479,"journal":{"name":"Resources Environment and Sustainability","volume":"19 ","pages":"Article 100185"},"PeriodicalIF":12.4,"publicationDate":"2024-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143168540","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0