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Multi-Objective Evolutionary Framework for High-Precision Community Detection in Complex Networks
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作者 Asal Jameel Khudhair Amenah Dahim Abbood 《Computers, Materials & Continua》 2026年第1期1453-1483,共31页
Community detection is one of the most fundamental applications in understanding the structure of complicated networks.Furthermore,it is an important approach to identifying closely linked clusters of nodes that may r... Community detection is one of the most fundamental applications in understanding the structure of complicated networks.Furthermore,it is an important approach to identifying closely linked clusters of nodes that may represent underlying patterns and relationships.Networking structures are highly sensitive in social networks,requiring advanced techniques to accurately identify the structure of these communities.Most conventional algorithms for detecting communities perform inadequately with complicated networks.In addition,they miss out on accurately identifying clusters.Since single-objective optimization cannot always generate accurate and comprehensive results,as multi-objective optimization can.Therefore,we utilized two objective functions that enable strong connections between communities and weak connections between them.In this study,we utilized the intra function,which has proven effective in state-of-the-art research studies.We proposed a new inter-function that has demonstrated its effectiveness by making the objective of detecting external connections between communities is to make them more distinct and sparse.Furthermore,we proposed a Multi-Objective community strength enhancement algorithm(MOCSE).The proposed algorithm is based on the framework of the Multi-Objective Evolutionary Algorithm with Decomposition(MOEA/D),integrated with a new heuristic mutation strategy,community strength enhancement(CSE).The results demonstrate that the model is effective in accurately identifying community structures while also being computationally efficient.The performance measures used to evaluate the MOEA/D algorithm in our work are normalized mutual information(NMI)and modularity(Q).It was tested using five state-of-the-art algorithms on social networks,comprising real datasets(Zachary,Dolphin,Football,Krebs,SFI,Jazz,and Netscience),as well as twenty synthetic datasets.These results provide the robustness and practical value of the proposed algorithm in multi-objective community identification. 展开更多
关键词 Multi-objective optimization evolutionary algorithms community detection HEURISTIC METAHEURISTIC hybrid social network MODELS
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知识翻译学视阈下“community”的知识互动化生
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作者 贾晓庆 张德禄 《山东外语教学》 北大核心 2025年第4期125-132,共8页
英语词“community”在我国英文报纸中使用很多,它起源于德语词“Gemeinschaft”。本文基于《中国近代报纸全文数据库》,应用知识翻译学中的“知识互动化生”概念探讨“community”经译介进入中国后经历的知识互动、生成和发展。研究发... 英语词“community”在我国英文报纸中使用很多,它起源于德语词“Gemeinschaft”。本文基于《中国近代报纸全文数据库》,应用知识翻译学中的“知识互动化生”概念探讨“community”经译介进入中国后经历的知识互动、生成和发展。研究发现,“community”汉译词的演变不仅是我国地方性知识与世界性知识反复互动的产物,即从“基本社会”演变为地域性的“地方社会”和“社区”,再发展为不限地域的网络“社区”,进而到人类命运“共同体”;还体现了汉语知识体系内部的自我更新,如从人的“社区”拓展为生物的“群落”,从传统“乡村社区”发展成现代“都市社区”。研究表明,翻译是地方性知识与世界性知识反复互动的过程,而且见证着目标语国家知识体系内部的自我更新和传承,二者共同促成译词的演变及其知识内涵的不断丰富。 展开更多
关键词 知识翻译学 知识互动化生 community
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Global Climate Internal Variability in a 2000-year Control Simulation with Community Earth System Model(CESM) 被引量:13
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作者 WANG Zhiyuan LI Yao +1 位作者 LIU Bin LIU Jian 《Chinese Geographical Science》 SCIE CSCD 2015年第3期263-273,共11页
Using the low-resolution (T31, equivalent to 3.75°× 3.75°) version of the Community Earth System Model (CESM) from the National Center for Atmospheric Research (NCAR), a global climate simulation ... Using the low-resolution (T31, equivalent to 3.75°× 3.75°) version of the Community Earth System Model (CESM) from the National Center for Atmospheric Research (NCAR), a global climate simulation was carried out with fixed external forcing factors (1850 Common Era. (C.E.) conditions) for the past 2000 years. Based on the simulated results, spatio-temporal structures of surface air temperature, precipitation and internal variability, such as the E1 Nifio-Southem Oscillation (ENSO), the Atlantic Multi-decadal Oscilla- tion (AMO), the Pacific Decadal Oscillation (PDO), and the North Atlantic Oscillation (NAO), were compared with reanalysis datasets to evaluate the model performance. The results are as follows: 1) CESM showed a good performance in the long-term simulation and no significant climate drift over the past 2000 years; 2) climatological patterns of global and regional climate changes simulated by the CESM were reasonable compared with the reanalysis datasets; and 3) the CESM simulated internal natural variability of the climate system performs very well. The model not only reproduced the periodicity of ENSO, AMO and PDO events but also the 3-8 years vari- ability of the ENSO. The spatial distribution of the CESM-simulated NAO was also similar to the observed. However, because of weaker total irradiation and greenhouse gas concentration forcing in the simulation than the present, the model performances had some differences from the observations. Generally, the CESM showed a good performance in simulating the global climate and internal natu- ral variability of the climate system. This paves the way for other forced climate simulations for the past 2000 years by using the CESM. 展开更多
关键词 community Earth System Model cesm climate simulation past 2000 years climate system intemal variability
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Mixture of Bacillus Amyloliquefaciens and Bacillus Pumilus Modulates Community Structures of Rice Rhizosphere Soil to Suppress Rice Seedling Blight 被引量:1
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作者 JIANG Nan QIU Jiehua +7 位作者 TIAN Dagang SHI Huanbin LIU Zhiquan WEN Hui XIE Shuwei CHEN Huizhe WU Meng KOU Yanjun 《Rice science》 2025年第1期118-130,I0067-I0070,共17页
Rice seedling blight,caused by various fungi,including Fusarium oxysporum,poses a severe threat to rice production.As awareness grows regarding the environmental and safety hazards associated with the application of f... Rice seedling blight,caused by various fungi,including Fusarium oxysporum,poses a severe threat to rice production.As awareness grows regarding the environmental and safety hazards associated with the application of fungicides for managing rice seedling blight,there has been a shift in focus towards biological control agents.In this study,we isolated biocontrol bacteria from paddy fields that significantly inhibited the growth of F.oxysporum in vitro and identified the strains as Bacillus amyloliquefaciens T40 and Bacillus pumilus T208.Additionally,our findings indicated that the combined application of these Bacillus strains in soil was more effective in reducing the incidence of rice seedling blight than their individual use.Analysis of 16S and internal transcribed spacer rRNA gene sequencing data revealed that the mixture of the T40 and T208 strains exhibited the lowest average clustering coefficients,which were negatively correlated with the biomass of F.oxysporum-inoculated rice seedlings.Furthermore,this mixture led to higher stochastic assembly(average|βNTI|<2)and reduced selection pressures on rice rhizosphere bacteria compared with individual strain applications.The mixture of the T40 and T208 strains also significantly increased the expression of defense-related genes.In conclusion,the mixture of the T40 and T208 strains effectively modulates microbial community structures,enhances microbial network stability,and boosts the resistance against rice seedling blight.Our study supports the development and utilization of biological resources for crop protection. 展开更多
关键词 application strategy disease control disease resistance microbial community structure microbial community assembly process Oryza sativa
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Rice-fish coculture without phosphorus addition improves phosphorus availability in paddy soil by regulating phosphorus fraction partitioning and alkaline phosphomonoesterase-encoding bacterial community 被引量:1
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作者 Xing LIU Yuting CHEN +4 位作者 Hongjun ZHENG Daolin SUN Jiaen ZHANG Qi JIA Qi CHEN 《Pedosphere》 2025年第4期715-727,共13页
Rice-fish coculture(RFC)has aroused extensive concern for its contribution to food security and resource conservation,but whether it can improve soil phosphorus(P)availability and affect microbe-mediated P turnover re... Rice-fish coculture(RFC)has aroused extensive concern for its contribution to food security and resource conservation,but whether it can improve soil phosphorus(P)availability and affect microbe-mediated P turnover remains elusive.Herein,we conducted a microcosm experiment to assess the impacts of RFC combined with(50 mg P kg^(-1)as KH2PO4)and without inorganic P addition on P fractions,P availability,and phoD-harboring bacterial community composition.The results revealed that RFC without P addition significantly improved P availability and phosphatase activity in paddy soil,while soil available P(AP),pH,and microbial biomass P(MBP)contributed to regulating P fractions.Moreover,the phoD-harboring bacterial abundance was linked to phosphatase activity,AP,total carbon(TC),and total P(TP)contents,and the ratios of TC to total nitrogen(TN)and TN to TP.We also found that the keystone taxa of phoD-harboring bacteria contributed to phosphatase production as well as organic P mineralization,thereby improving P availability.Our findings suggest that RFC without P addition is beneficial for promoting the expression of phoD-harboring bacterial functions to improve the capacity of P mineralization.Overall,our study provides insights into the responses of phoD-harboring bacterial functions for P turnover to RFC combined with and without P addition,showing the potential utilization of P resources in agricultural soil and the contribution of phosphatase activity to P acquisition in agriculture ecosystem. 展开更多
关键词 bacterial community composition microbial biomass phosphorus phoD-harboring bacteria phosphatase activity phosphorus mineralization
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Influence pathways of vanadium stress to microbial community in soil-tailings-groundwater systems 被引量:1
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作者 Dan Zhou Yonglian Xia +2 位作者 Chao Li Mingzheng Huang Yi Huang 《Journal of Environmental Sciences》 2025年第8期264-276,共13页
The large-scale exploitation of vanadium(Ⅴ) bearing minerals has led to a massive accumulation of Ⅴ tailings, of which Ⅴ pollution poses severe ecological risks. Although the mechanisms of Ⅴ stress to the microbia... The large-scale exploitation of vanadium(Ⅴ) bearing minerals has led to a massive accumulation of Ⅴ tailings, of which Ⅴ pollution poses severe ecological risks. Although the mechanisms of Ⅴ stress to the microbial community have been reported, the influential pathways in a multi-medium-containing system, for example, the soil-tailings-groundwater system,are unknown. The dynamic redox conditions and substance exchange within the system exhibited complex Ⅴ stress on the local microbial communities. In this study, the influence pathways of Ⅴ stress to the microbial community in the soil-tailings-groundwater system were first investigated. High Ⅴ contents were observed in groundwater(139.2 ± 0.15 μg/L) and soil(98.0–323.8 ± 0.02 mg/kg), respectively. Distinct microbial composition was observed for soil and groundwater, where soil showed the highest level of diversity and richness. Firmicutes, Proteobacteria, Actinobacteria, and Acidobacteria were dominant in soil and groundwater with a sum relative abundance of around 80 %. Based on redundancy analysis and structural equation models, Ⅴ was one of the vital driving factors affecting microbial communities. Groundwater microbial communities were influenced by Ⅴ via Cr, dissolved oxygen, and total nitrogen, while Fe, Mn, and total phosphorus were the key mediators for Ⅴ to affect soil microbial communities. Ⅴ affected the microbial community via metabolic pathways related to carbonaceous matter, which was involved in the establishment of survival strategies for metal stress. This study provides novel insights into the influence pathways of Ⅴ on the microorganisms in tailings reservoir for pollution bioremediation. 展开更多
关键词 Vanadium(V)stress Microbial community Structural equation models Influence pathways
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Effects of salinity and betaine addition on anaerobic granular sludge properties and microbial community succession patterns in organic saline wastewater 被引量:1
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作者 Zhifei Zhang Jinquan Wan +3 位作者 Gang Ye Yan Wang Yuwei Bai Zhicheng Yan 《Journal of Environmental Sciences》 2025年第1期310-321,共12页
In this study,the effects of different salinity gradients and addition of compatible solutes on anaerobic treated effluent water qualities,sludge characteristics and microbial communities were investigated.The increas... In this study,the effects of different salinity gradients and addition of compatible solutes on anaerobic treated effluent water qualities,sludge characteristics and microbial communities were investigated.The increase in salinity resulted in a decrease in particle size of the granular sludge,which was concentrated in the range of 0.5-1.0 mm.The content of EPS(extracellular polymeric substances)in the granular sludge gradually increased with increasing salinity and the addition of betaine(a typical compatible solute).Meanwhile,the microbial community structure was significantly affected by salinity,with high salinity reducing the diversity of bacteria.At higher salinity,Patescibacteria and Proteobacteria gradually became the dominant phylum,with relative abundance increasing to 13.53%and 12.16%at 20 g/L salinity.Desulfobacterota and its subordinate Desulfovibrio,which secrete EPS in large quantities,dominated significantly after betaine addition.Their relative abundance reached 13.65%and 7.86%at phylum level and genus level.The effect of these changes on the treated effluent was shown as the average chemical oxygen demand(COD)removal rate decreased from 82.10%to 79.71%,78.01%,68.51%and 64.55%when the salinity gradually increased from 2 g/L to 6,10,16 and 20 g/L.At the salinity of 20 g/L,average COD removal increased to 71.65%by the addition of 2 mmol/L betaine.The gradient elevated salinity and the exogenous addition of betaine played an important role in achieving stability of the anaerobic system in a highly saline environment,which provided a feasible strategy for anaerobic treatment of organic saline wastewater. 展开更多
关键词 Organic saline wastewater Anaerobic granular sludge Compatible solute Extracellular polymeric substance Microbial community
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Impact of community public health care on treatment effect,health cognition,and self-management in patients with type 2 diabetes
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作者 Hong Shi Chun Liu Hong-Yan Luo 《World Journal of Clinical Cases》 SCIE 2025年第5期22-29,共8页
BACKGROUND At present,China has become the country with the largest number of individuals with diabetes mellitus(DM)in the world,with a total of approximately 140 million patients,the majority of whom have type 2 DM(T... BACKGROUND At present,China has become the country with the largest number of individuals with diabetes mellitus(DM)in the world,with a total of approximately 140 million patients,the majority of whom have type 2 DM(T2DM).Based on conven-tional nursing methods,community home care has important clinical significance in controlling blood sugar and disease progression.AIM To explore the impact of community public health nursing on treatment effect,health cognition,and self-management in patients with T2DM.METHODS One hundred patients with T2DM were selected as the research subjects.The patients were divided into either a conventional nursing group or community nursing(CN)group using the random number table method.The conventional nursing group(50 cases)received routine care,while the CN group(50 cases)received community public health care in addition to routine care as that for the conventional nursing group.The rate of excellent and good blood glucose control,fasting blood glucose before and after care,2-h postprandial blood glucose,health cognition,and self-management ability,and patient satisfaction were compared between the two groups.RESULTS The CN group had a higher rate of excellent blood sugar control than the conventional nursing group(88%vs 70%,P<0.05).Before care,there was no significant difference in fasting blood glucose or 2-h postprandial blood glucose between the two groups of patients(P>0.05).After nursing,fasting blood glucose and 2-h postprandial blood glucose were reduced to varying degrees in both groups,and both blood glucose levels in the CN group were lower than those of the conventional nursing group(P<0.05).Compared with the scores before care,the cognitive level score for diabetes and self-management ability score improved after care in both groups.The cognitive level and self-management ability of patients in the CN group were higher than those of the conventional nursing group(P<0.05).The overall satisfaction of the CN group was better than that of the conventional nursing group(98%vs 86%,P<0.05).CONCLUSION Community public health care based on conventional care of T2DM can achieve better blood sugar control,and improve patients’health cognitive level and self-management ability. 展开更多
关键词 community public health care Type 2 diabetes Blood sugar control Self-management ability Cognition level
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Impacts of ENSO on wintertime total column ozone over the Tibetan Plateau based on the historical simulations of community Earth system model
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作者 XiaoWen Yuan YuZhen Wang +4 位作者 Yang Li YuHao Liu WeiLing Xu LiZi Wang RuiHan Deng 《Earth and Planetary Physics》 2025年第2期424-434,共11页
The ozone over the Tibetan Plateau(TP)plays an important role in protecting the local ecology by absorbing ultraviolet solar rays.The El Nino-Southern Oscillation(ENSO),recognized as the strongest interannual climate ... The ozone over the Tibetan Plateau(TP)plays an important role in protecting the local ecology by absorbing ultraviolet solar rays.The El Nino-Southern Oscillation(ENSO),recognized as the strongest interannual climate phenomenon globally,can create ozone variations over the TP.Based on the historical experimental simulation results of two Community Earth System Models(i.e.CESM2-WACCM and CESM2-WACCM-FV2)that include the coupling process of stratospheric chemistry-radiation-dynamics,this study analyzes the impact of ENSO on the wintertime total ozone column(TCO)over the TP,as well as its physical processes,from 1979 to 2014.When compared to observations,the results show that the two models can basically simulate the spatial distribution of the climate state and standard deviation of the TP TCO.In the two models,CESM2-WACCM performs better.During the winter when the ENSO signal is strongest,its warm phase,El Nino,cools the tropospheric temperature over the TP by modifying the atmospheric circulation,which induces a decrease in the tropopause height.Such decreases in the tropopause height are responsible for the TP TCO increase.The cool phase La Nina is responsible for a TCO decrease over the TP,in a manner resembling the El Nino but with the opposite signal.Our results are consistent with previous observational analysis,and the relevant research provides valuable scientific insights for evaluating and improving the Earth System Model that incorporates the coupling process of stratospheric chemistry-radiation-dynamics. 展开更多
关键词 ENSO Tibetan Plateau total column ozone wintertime cesm2-WACCM cesm2-WACCM-FV2
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Community Identity During Urban Renewal in the Case of Hehuatang Community in Nanjing City, China
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作者 XIA Weiyang WENG Dalai XU Mengjie 《Journal of Landscape Research》 2025年第3期40-46,共7页
This study investigates community identity in Nanjing’s historic Hehuatang community during urban renewal,revealing tensions between heritage preservation and modernization.Through ethnographic research,three key fac... This study investigates community identity in Nanjing’s historic Hehuatang community during urban renewal,revealing tensions between heritage preservation and modernization.Through ethnographic research,three key factors are identified shaping identity:(i)material conditions including series of spatial conflicts around overcrowding,(ii)social tensions such as tenant-aborigine divides and generational misunderstanding,and(iii)institutional governance as top-down policies would exacerbate distrust.Despite 82%of residents expressing place attachment,67%desire relocation due to deteriorating liveability—a paradox highlighting the failure of China’s contemporary performative participation models.The adapted three-layer creativity model underscores the need to reconcile physical renewal with social equity.Findings advocate for co-design processes that integrate resident agency,offering lessons for sustainable urban renewal in rapidly developing contexts. 展开更多
关键词 community identity Urban renewal Hehuatang community NANJING Heritage preservation MODERNIZATION
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Examining the challenges encountered by community health workers and empowering them to address mental health disorders:A qualitative study in Indonesia
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作者 Rizki Fitryasari Marthoenis Marthoenis +4 位作者 Sri Warsini Kim Usher Hanik Endang Nihayati Winda Kusumawardani Hasmila Sari 《International Journal of Nursing Sciences》 2025年第1期27-34,I0002,共9页
Objectives:Addressing the issue of mental health disorders in the community is a significant challenge for Indonesia’s healthcare professionals.This study aimed to explore the challenges that community health workers... Objectives:Addressing the issue of mental health disorders in the community is a significant challenge for Indonesia’s healthcare professionals.This study aimed to explore the challenges that community health workers(CHWs)encounter while providing mental health services in the community.Methods:Forty CHWs were selected to participate in the study by purposive sampling method from July to August 2023 in seven primary health centers(PHCs)among three cites of Indonesia.Focus group discussions were used to collect data.All of data were analyzed using the interpretive phenomenological analysis method.Results:Considering the participants’voluntary CHW role,the results were organized into five themes.These comprised two themes of challengesdfamily stigma and limited understanding of mental disorders,and three themes regarding efforts to overcome the challengesdmaintaining self-motivation,fostering self-efficacy,and using communication skills when approaching families and patients.Conclusions:Upskilling and empowering CHWs helps to enhance community mental health.Thus,it is crucial to support CHWs through training programs that aim to improve mental health literacy and communication skills and diminish family stigma. 展开更多
关键词 community community health workers Home nursing Mental disorders PATIENTS
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Strengthening healthcare synergy:exploring the collaborative relationship between community pharmacists and nurses
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作者 Nitish Bhatia 《Frontiers of Nursing》 2025年第2期201-209,共9页
Objective:The evolving landscape of healthcare delivery emphasizes the importance of collaborative relationships between healthcare professionals.Community pharmacists and nurses,though traditionally occupying distinc... Objective:The evolving landscape of healthcare delivery emphasizes the importance of collaborative relationships between healthcare professionals.Community pharmacists and nurses,though traditionally occupying distinct roles,are increasingly working together to provide comprehensive,patient-centered care.Methods:This review explores the collaborative relationship between community pharmacists and nurses,focusing on their unique contributions to chronic disease management,patient education,and medication adherence.The article analyzes existing literature and highlights key interdisciplinary strategies that enhance patient outcomes.Results:By integrating their expertise,pharmacists and nurses can improve health outcomes by addressing both the physical and psychosocial needs of patients.Their collaboration enhances the effectiveness of chronic disease management,promotes early interventions,minimizes medication errors,and fosters improved patient adherence to treatment plans.Conclusions:The findings underscore the need for structured,proactive collaboration models that go beyond independent roles to foster a truly synergistic healthcare environment.Strengthening these interdisciplinary partnerships is crucial for achieving more efficient,holistic,and timely healthcare delivery. 展开更多
关键词 collaborative healthcare community nurses community pharmacists patient-centered care
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Influence of Interspecies Interactions on Bacterial Community Assembly in the Active and Permafrost Layers on the Qinghai-Tibet Plateau
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作者 Hongfei Chi Xiufeng Yin +5 位作者 Xuefeng Zhang Jingyi Zhu Lin Zhao Yongcui Deng Pengfei Liu Yongqin Liu 《Journal of Earth Science》 2025年第2期395-407,共13页
Bacterial communities play a crucial role in permafrost biogeochemical cycling and ecosystem function maintenance.Bacterial interaction is one of the main factors in shaping soil bacterial communities.However,how woul... Bacterial communities play a crucial role in permafrost biogeochemical cycling and ecosystem function maintenance.Bacterial interaction is one of the main factors in shaping soil bacterial communities.However,how would bacterial interaction influence the bacterial communities in permafrost of the Qinghai-Tibet Plateau(QTP)remains largely unknown.Here we collected paired soil samples from both the active and permafrost layers of two typical QTP permafrost regions in October 2020 for Tuotuohe River(TTH)and May 2022 for Aerjin(ARJ),and investigated the bacterial communities and the role of interactions in structuring the bacterial community and its assembly process through amplicon sequencing of the 16S rRNA gene.Our study revealed distinct bacterial communities,with significant differences in the relative abundances of Proteobacteria(P<0.05),Acidobacteriota(P<0.001),Bacteroidota(P<0.05),and Planctomycetota(P<0.001)between the active layer and the permafrost layer.More importantly,we found that interspecies interactions,including both positive and negative associations,were strongly correlated with bacterial alpha-diversity and played a significant role in community variation and assembly process.Our findings also showed that the community assembly in both the active and permafrost layers was primarily driven by homogeneous selection of deterministic processes,with interspecies interactions accounting for more than 58%and 63%of all assembly mechanisms,respectively.This is the first study to quantify the contribution of bacterial interactions in shaping the bacterial community and its assembly process in permafrost of QTP,highlighting the importance of considering interspecies interactions in future modeling efforts.Our work also emphasizes the necessity of including interspecies interactions in microbial process projections to reduce uncertainty. 展开更多
关键词 PERMAFROST the Qinghai-Tibet Plateau bacterial community Interspecies interaction community assembly process biogeology
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Driving role of acid mine drainage on microbial community assembly and species coexistence in paddy soil profiles
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作者 Shengni Tian Yufei Dong +5 位作者 Shouyang Pang Guokai Yuan Sisi Cai Penghui Zhang Yupeng Chen Mingzhu Zhang 《Journal of Environmental Sciences》 2025年第10期771-783,共13页
The environmental impacts of acid mine drainage(AMD)from open-pit mining are profoundly detrimental,yet knowledge about its effects on paddy soil microbial communities,especially at greater depths,remains limited.In t... The environmental impacts of acid mine drainage(AMD)from open-pit mining are profoundly detrimental,yet knowledge about its effects on paddy soil microbial communities,especially at greater depths,remains limited.In this investigation,we compared soils affected by AMD versus unaffected soil depth profiles in terms of bacterial diversity and community assembly.The profiles in AMD-polluted soils exhibited tight geochemical gradients,characterized by increased acidity,SO_(4)^(2-),NO_(3)^(-),and heavy metal content compared to unpolluted soils.Notably,AMD significantly diminished soil bacterial biodiversity.A depthwise analysis showed distinct microbial stratification,with certain bacteria like Candidatus_Solibacter and Candidatus_Koribacter predominated in polluted soils,while others like Haliangium and Nitrospira were more prevalent in control soils.Interestingly,despite variable soil conditions,predictedmetabolic pathways,particularly those involving carbon,nitrogen,and sulfur,showed relative stability.AMD pollution induced the upregulation of methylcoenzyme M reductase and sulfate reductase genes.Bacterial communities were more responsive to pH and nutrient content rather than heavy metals,with pH and SO_(4)^(2-)being the primary drivers of microbial diversity and distribution.Additionally,pHwas identified as the most significant influence on the predicted methane,sulfur,and nitrogen metabolism.Furthermore,deterministic processes played a more significant role in community assembly of polluted soils,while heterogeneous selection gained importance with increasing depth in control soils.Additionally,microbial co-occurrences,particularly positive interactions,were more prevalent in the polluted soils with reduced network modularity and keystone taxa.These findings offer insights into sustaining microbial diversity in extreme environments. 展开更多
关键词 Acid mine drainage Soil depths Microbial community Metabolic pathways community assembly Species coexistence
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Advancing the Vision of a Community with a Shared Future in the South China Sea:Current Foundation and Future Pathways
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作者 Zhang Jie 《China International Studies》 2025年第3期61-90,共30页
The concept of a community with a shared future for humanity is the core idea of Xi Jinping thought on diplomacy.Since its introduction,this concept has been steadily advanced across various levels and sectors,yieldin... The concept of a community with a shared future for humanity is the core idea of Xi Jinping thought on diplomacy.Since its introduction,this concept has been steadily advanced across various levels and sectors,yielding tangible and meaningful results.Within Chinese academia,the idea of a community with a shared future for humanity,along with the important idea of a maritime community with a shared future,has been integrated into research on South China Sea issues.Scholars have explored China’s approach to establishing regional order in the South China Sea from multiple perspectives,including territorial dispute resolution,maritime rights and interests’protection,environmental conservation,and port cooperation. 展开更多
关键词 territorial dispute resolution maritime community shared future environmental conservation port cooperation community shared future maritime rights interests community shared future humanity South China Sea
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Minimum area of primitive broad-leaved Korean pine forest community based on biomass
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作者 Huibin Yang Qingxi Guo 《Journal of Forestry Research》 2025年第1期347-357,共11页
Based on the survey data of nine primitive broad-leaved Korean pine forest plots ranging from 1 to 10.4 ha in Heilongjiang Province,this study used the moving window method and GIS technology to analyze the variation ... Based on the survey data of nine primitive broad-leaved Korean pine forest plots ranging from 1 to 10.4 ha in Heilongjiang Province,this study used the moving window method and GIS technology to analyze the variation characteristics of the spatial distribution pattern of forest biomass in each plot.We explored the minimum area that can reflect the structural and functional characteristics of the primitive broad-leaved Korean pine forest,and used computer simulation random sampling method to verify the accuracy of the minimum area.The results showed that:(1)Through the analysis of the spatial distribution raster map of biomass deviation in the plots at various scales of 10−100 m,there is a minimum area(0.64 ha)for the critical range of biomass density variation in the primitive broad-leaved Korean pine forest.This minimum area based on biomass density can indirectly reflect the comprehensive characteristics of productivity level per unit area,structure,function,and environmental quality of the primitive broad-leaved Korean pine forest community.(2)Using computer simulation random sampling,it was found that only by sampling in a specific plot larger than or equal to the minimum area can equivalent or similar results be achieved as random sampling within the plot,indicating that the minimum area determined by the moving window method is accurate.(3)The minimum area determined in this paper is an excellent indicator reflecting the complexity of community structure,which can be used for comparing changes in community structure and function before and after external disturbances,and has a good evaluation effect.This minimum area can also be used as a basis for scientific and reasonable setting of plot size in the investigation and monitoring work of broad-leaved Korean pine forests in this region,thereby achieving the goals of improving work efficiency and saving work costs. 展开更多
关键词 Minimum area of community community structure BIOMASS Spatial heterogeneity Broad-leaved Korean pine forest
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Improved Simulation of East Asian Summer Monsoon in the High-resolution CESM1 and Its Causes
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作者 Yingshuo XIANG Lu DONG +5 位作者 Fengfei SONG Lixin WU L.Ruby LEUNG Shengpeng WANG Enze DONG Hong WANG 《Advances in Atmospheric Sciences》 2025年第6期1110-1126,共17页
Based on the high-and low-resolution Community Earth System Model, version 1(CESM1), and corresponding simulations from phase 6 of the Coupled Model Intercomparison Project(CMIP6), we compare the interannual variabili... Based on the high-and low-resolution Community Earth System Model, version 1(CESM1), and corresponding simulations from phase 6 of the Coupled Model Intercomparison Project(CMIP6), we compare the interannual variability of the East Asian summer monsoon(EASM). The EASM interannual variability is characterized by the anomalous western North Pacific anticyclone(WNPAC) circulation and the dipole rainfall pattern with a negative southern lobe over the western North Pacific and a positive northern lobe along the Meiyu–Baiu region, which is better reproduced by the highresolution models. The reason for the improvement in the high-resolution models has been attributed to the better simulation of the warm temperature advection from the wind anomalies on the climatological temperature gradient. Positive sea surface temperature(SST) anomalies over the tropical Indian Ocean are the key to the improved wind anomalies featuring a WNPAC in the high-resolution models. The warm SST anomalies over the tropical Indian Ocean strengthen the WNPAC by triggering a Kelvin-wave response to the enhanced heat release induced by the increased precipitation. Based on the mixed-layer heat budget analysis, the warm SST anomalies over the western Indian Ocean in the high-resolution CESM1 are tied to the anomalous easterly wind along the equator, which reduces surface evaporation and upwelling.Therefore, the better simulations of air–sea feedback and the oceanic mesoscale eddy over the western Indian Ocean are the key for the improved simulation of the EASM interannual variations in the high-resolution CESM1. 展开更多
关键词 East Asian summer monsoon interannual variability model resolution western Indian Ocean cesm1
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Giving Full Play to Southeast Asia's Exemplar Role in Building a Community with a Shared Future with Neighboring Countries
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作者 Li Kai 《Contemporary International Relations》 2025年第4期4-10,共7页
As an important part of China's neighborhood,Southeast Asia has always been a high priority in China's neighborhood diplomacy,playing a benchmark and example-setting role in China's drive to build a commun... As an important part of China's neighborhood,Southeast Asia has always been a high priority in China's neighborhood diplomacy,playing a benchmark and example-setting role in China's drive to build a community with a shared future with neighboring countries.Shortly after the 2025 Central Conference on Work Related to Neighboring Countries,Chinese President Xi Jinping paid state visits to Vietnam,Malaysia,and Cambodia. 展开更多
关键词 Southeast Asia Neighboring Countries Diplomacy build community shared future China State Visits community Shared Future
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Steadily Advancing the Building of China-South Asia Community with a Shared Future
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作者 Lou Chunhao 《Contemporary International Relations》 2025年第4期11-17,共7页
From April 8 to 9,2025,the Cent ral Conference on Work Related to Neighboring Countries was held in Beijing.The conference systematically summarized the achievements and experience of China's neighborhood work in ... From April 8 to 9,2025,the Cent ral Conference on Work Related to Neighboring Countries was held in Beijing.The conference systematically summarized the achievements and experience of China's neighborhood work in the new era,scientifically analyzed the situation,clarified the goals,tasks,ideas,and measures for neighborhood work in the coming period,and emphasized the need to focus on building a community with a shared future with neighboring countries,striving to break new ground in neighborhood work. 展开更多
关键词 neighborhood work shared future building community shared future central conference China South Asia community
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Key Factors Influencing Environmentally Responsible Behavior in the Community-Based Ecotourism Development (CBET): Antecedents and Implications
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作者 Sambath Phou Chanveasna Uk +1 位作者 Tithdanin Chav Veasna Sou 《Open Journal of Ecology》 2025年第1期11-42,共32页
Community-based ecotourism (CBET) aims to empower local communities through engagement and participation. Cambodia serves as a prime example of a developing country where the local community necessitates sustained sta... Community-based ecotourism (CBET) aims to empower local communities through engagement and participation. Cambodia serves as a prime example of a developing country where the local community necessitates sustained stakeholder support to foster empowerment and promote local economic development. Ecotourism and conservation are among the major issues of concern in the study of community development. This study used the main five eco-tourism areas in Cambodia as examples. It looks at the connections between eco-innovations in tourism products, community engagement, co-creation experiences, support for CBET, perceived impact likelihood outcomes, community economic benefits, environmentally responsible behavior in ecotourism sites, and biodiversity conservation. The study employed a quantitative research approach to investigate and parameterize the dynamic ecotourism components as well as to explore key factors that influence the CBET. We collected the data using a self-administered survey on 398 local eco-based tourism communities that sell services and products to tourists. We also asked for structured questionnaire items of local communities that provide tourism services to visitors in eco-tourism destination sites in 2022-2023. The SEM results showed that this study significantly impacted and confirmed all relationships among research variables, as proposed in the conceptual model. We also discuss in detail the research findings of this study. 展开更多
关键词 Tourism Product Eco-Innovations community Engagement Co-Creation Experience community Economic Benefits Support for CBET Environmentally Responsible Behavior
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