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Do energy intensity,resource abundance and inequality drive energy poverty?Evidence from developing countries 被引量:1
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作者 Ashar Awan Mustafa Kocoglu +2 位作者 Mohammad Subhan Mohammed Shakib Nora Yusma bte Mohamed Yusoff 《Geoscience Frontiers》 2025年第3期119-136,共18页
Energy poverty in developing countries is a critical issue characterized by the lack of access to modern energy services,such as electricity and clean cooking facilities,as marked in SDG 7.This study explores the corr... Energy poverty in developing countries is a critical issue characterized by the lack of access to modern energy services,such as electricity and clean cooking facilities,as marked in SDG 7.This study explores the correlations between energy poverty,energy intensity,resource abundance,and income inequality,as these factors have been theorized to play important roles in influencing energy poverty in developing countries.By observing that the dataset is heterogeneous across the countries and over the time frame,we use the Method of Moments Quantile Regression(MMQR)to analyze our developing countries’data from 2000 to 2019.Our findings indicate that energy intensity is a significant factor influencing energy poverty,suggesting that higher energy consumption relative to the sample countries can exacerbate this issue.Additionally,we observe that income inequality within the sample countries is a critical determinant of energy poverty levels,highlighting the dynamics between economic disparity and access to energy resources.Interestingly,our study reveals that resource abundance acts as a blessing rather than a curse in terms of energy poverty,implying that countries rich in natural resources may have better opportunities to combat energy deprivation.Finally,we emphasize the vital role of financial markets in addressing energy poverty on a global scale,suggesting that robust financial systems can facilitate investments and innovations aimed at improving energy access for vulnerable populations.The results from the robustness analysis support the empirical results obtained from the main estimation.The empirical findings of the present study advance important comprehensions for policymakers to adopt energy policies that address the complex challenges of energy poverty and promote inclusive energy access. 展开更多
关键词 Energy poverty Natural Resources Energy Intensity INEQUALITY developing countries SDGs
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Land transaction trajectories of China's overseas industrial parks in developing countries:Evidence from Southeast Asia 被引量:1
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作者 LI Dongxue HU Qiao 《Journal of Geographical Sciences》 2025年第6期1286-1310,共25页
Foreign-funded overseas industrial parks(OIPs)are crucial for attracting foreign investment and promoting globalization in developing countries.However,large-scale land acquisition for these parks generates conflicts ... Foreign-funded overseas industrial parks(OIPs)are crucial for attracting foreign investment and promoting globalization in developing countries.However,large-scale land acquisition for these parks generates conflicts between developers and local stakeholders,increasing development costs.A qualitative multicase study was conducted in this study to analyze the land transaction trajectories of China's OIPs.Four OIPs were selected to reveal the underlying mechanisms from the perspectives of institutional arrangements,governance mechanisms,and enterprise heterogeneity.The findings indicate that in host countries with insufficient institutional development,local governments are more inclined to directly engage in OIP land acquisition.High-level intergovernmental mechanisms facilitate land acquisition processes,although their efficacy depends largely on administrative power allocation across parks in host countries.The results also indicate that enterprise characteristics significantly influence land acquisition,where microscale private enterprises lacking political connections often employ low-cost,bottom-up strategies by leveraging international experience.In summary,policy-makers in developing countries should prioritize enhancing OIP governance to mitigate transaction costs,promote diversified land supply,and optimize land allocation.By depicting China's OIP land acquisition processes,this study deepens the academic understanding of OIP governance in developing countries and related international land transactions,offering practical OIP management insights for governments in both host and parent countries. 展开更多
关键词 land transaction trajectories institutional arrangements governance mechanisms enterprise heterogeneity overseas industrial parks developing countries
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Measurement of rural multifunctional transformation of metropolitan area and implications for high-quality development:a case study of Chengdu-Chongqing Economic Circle,China
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作者 QU Lulu LIANG Yulei +2 位作者 LI Yurui HUANG Yunxin HU An 《Journal of Mountain Science》 2025年第9期3465-3479,共15页
The suburbs surrounding metropolitan areas are the priority area for urban-rural integration development where functional optimization is essential to reconcile growing urban demands with sustainable rural development... The suburbs surrounding metropolitan areas are the priority area for urban-rural integration development where functional optimization is essential to reconcile growing urban demands with sustainable rural development.Rural functions are changing substantially and vary significantly across areas in the practice of high-quality urban-rural integration development era.How to make use of the advantages of different rural functions and achieve optimized combination of functions are actual problems that urgently need to be solved.The paper analyzed the process of urban-rural integration through the identification of urban-rural integration interfaces and evaluated the multifunctional transformation of rural areas in the Chengdu-Chongqing Economic Circle(CCEC)with a fixed weight evaluation model.The differences in rural functions analyzed with the Theil index reveals the characteristics and sources of differences in the“production-living-ecology-culture”functional areas in the CCEC.The research results show that:(1)The spatial distribution characteristics of rural functions in the CCEC are obvious,and agricultural production clusters dominate the Chengdu Plain and eastern Chongqing,contrasting with ecological conservation zones along the Yangtze River system,while cultural heritage hubs concentrate in economically vibrant tourism corridors.(2)The overall regional differences in rural functions are mainly due to intra-regional differences;in terms of the contribution rate,the contribution rate of intra-regional differences in agricultural production,ecological conservation,and cultural heritage functions is much larger than that of inter-regional differences,whereas the inter-regional differences in human living functions are larger than those of intra-regional differences.(3)Based on the research results,the study area is divided into 14 functional types,which can provide scientific basis for improving the spatial layout and high-quality development of rural functions in the CCEC.These insights advance theoretical understanding of mountainous-urban transitional areas while informing practical strategies for high-quality integrated development. 展开更多
关键词 Rural multifunctional transformation Urban-rural integration interfaces Regional differences High-quality development Chengdu-Chongqing Economic Circle
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Digital transformation and its role in achieving carbon neutrality and sustainable green development
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作者 He Kebin 《China Standardization》 2025年第5期46-46,共1页
High-quality standards serve as the value scale for consensus on the conversion of green benefits.Taking carbon emissions in production cycle and carbon footprints in life cycle as examples,it is arduous work to signi... High-quality standards serve as the value scale for consensus on the conversion of green benefits.Taking carbon emissions in production cycle and carbon footprints in life cycle as examples,it is arduous work to significantly improve their comparability,credibility,and manageability.At present,there are over 1,400 ISO standards in the dual carbon field.In China,there are over 1,400 relevant national standards,over 3,000 sectoral standards,over 1,900 local standards,and over 800 association standards,forming a comprehensive supporting system. 展开更多
关键词 value scale carbon emissions carbon neutrality digital transformation ISO standards carbon footprints sustainable green development
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The Dilemma of Developing Architectural Minds Aiming for Sustainability
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作者 Mohamed Salah Gharib 《Journal of Civil Engineering and Architecture》 2025年第2期82-91,共10页
We do so much to prepare our children for the future,but are we doing enough to prepare the future for our children?To do so we must seek sustainability.Sustainability is a new way of thinking about an age-old concern... We do so much to prepare our children for the future,but are we doing enough to prepare the future for our children?To do so we must seek sustainability.Sustainability is a new way of thinking about an age-old concern:ensuring that our children and grandchildren inherit a tomorrow that is at least as good as today,preferably better.We want to make sure that the way we live our lives is sustainable that can continue and keep improving for long time.And since buildings produce half of all greenhouse gases and account for one-sixth of the world's freshwater withdrawals,one-quarter of its wood harvest and two fifths of its material and energy flows.By several estimates,we will double the size of the built environment over the next twenty to forty years.Therefore,there is a critical and immediate need to shift thinking on how the built environment is designed.To reduce environmental impact,protect public health and improve environmental equity and justice,we must change principles for building practice.Designers in general and architects in particular should play a high-profile leadership role in this transformation. 展开更多
关键词 Sustainable development linear development cyclic development ARCHITECT architectural education
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Transformational leadership effects on employee bootleg innovation in the context of digital transformation:Creative self-efficacy mediation and leader-member exchange moderation
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作者 Zhiying Sun Guolong Zhao Feng Hu 《Journal of Psychology in Africa》 2025年第4期513-521,共9页
This study examined the relationship between transformational leadership and employee bootleg innovation through the mediating role of creative self-efficacy and the moderating role of leader-member exchange(LMX).Data... This study examined the relationship between transformational leadership and employee bootleg innovation through the mediating role of creative self-efficacy and the moderating role of leader-member exchange(LMX).Data were collected from 279 employees and 56 matched supervisors within a large Chinese digital transformation group.A moderated mediation model analysis found that transformational leadership predicts higher employee bootleg innovation.Creative self-efficacy mediated the positive relationship between transformational leadership and employee bootleg.Additionally,leader-member exchange significantly moderated the relationship between transformational leadership and creative self-efficacy,for a further enhancement of bootleg innovation.Thesefindings underscore the importance of transformative leadership in fostering digital employee innovation.This study provides further evidence of the relevance of self-determination theory in explaining the leadership and employee innovation,relationship within the context of digital transformation.By implication,creative self-efficacy and leader-member exchange are modifiable factors by digital transformation entities seeking a competitive advantage. 展开更多
关键词 transformational leadership bootleg innovation leader-member exchange digital transformation
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Application of BIM in Developing Countries and Implications
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作者 Shuxing Kang Jia Wu 《Journal of Architectural Research and Development》 2025年第5期1-7,共7页
Building Information Modelling(BIM)technology can solve construction issues from multiple perspectives,including technical and managerial.While existing research has primarily focused on BIM’s benefits and framework ... Building Information Modelling(BIM)technology can solve construction issues from multiple perspectives,including technical and managerial.While existing research has primarily focused on BIM’s benefits and framework development,few studies discussed whether BIM can be successfully applied in developing countries.This paper examines the current status and key obstacles hindering BIM adoption in developing countries,analyzing their underlying causes.Notably,the study reveals that high BIM awareness does not directly lead to high BIM usage.The findings aim to provide theoretical support for enhancing the BIM environment and increasing implementation feasibility in developing countries.Additionally,the research identifies critical barriers for governments to address in promoting BIM adoption,offering a foundation for policy formulation. 展开更多
关键词 BIM Obstacles developing countries
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Spatiotemporal Mapping of the Oxytocin Receptor at Single-Cell Resolution in the Postnatally Developing Mouse Brain
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作者 Hao Li Ying Li +6 位作者 Ting Wang Shen Li Heli Liu Shuyi Ning Wei Shen Zhe Zhao Haitao Wu 《Neuroscience Bulletin》 2025年第2期224-242,共19页
The oxytocin receptor(OXTR)has garnered increasing attention for its role in regulating both mature behaviors and brain development.It has been established that OXTR mediates a range of effects that are regionspecifc ... The oxytocin receptor(OXTR)has garnered increasing attention for its role in regulating both mature behaviors and brain development.It has been established that OXTR mediates a range of effects that are regionspecifc or period-specifc.However,the current studies of OXTR expression patterns in mice only provide limited help due to limitations in resolution.Therefore,our objective was to generate a comprehensive,high-resolution spatiotemporal expression map of Oxtr mRNA across the entire developing mouse brain.We applied RNAscope in situ hybridization to investigate the spatiotemporal expression pattern of Oxtr in the brains of male mice at six distinct postnatal developmental stages(P7,P14,P21,P28,P42,P56).We provide detailed descriptions of Oxtr expression patterns in key brain regions,including the cortex,basal forebrain,hippocampus,and amygdaloid complex,with a focus on the precise localization of Oxtr+cells and the variance of expression between diferent neurons.Furthermore,we identifed some neuronal populations with high Oxtr expression levels that have been little studied,including glutamatergic neurons in the ventral dentate gyrus,Vgat+Oxtr+cells in the basal forebrain,and GABAergic neurons in layers 4/5 of the cortex.Our study provides a novel perspective for understanding the distribution of Oxtr and encourages further investigations into its functions. 展开更多
关键词 Oxytocin receptor RNAscope Expression pattern Postnatal development
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Rural Revitalization and the Transformation of Xinhui Chenpi Industry: A Case Study of Policy Implementation and Development Pathways
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作者 Yuxin Yang 《Proceedings of Business and Economic Studies》 2025年第5期132-141,共10页
This paper examines the transformation and development of the Xinhui Chenpi industry under the rural revitalization strategy in China.The study highlights the significant growth of the industry,with the annual product... This paper examines the transformation and development of the Xinhui Chenpi industry under the rural revitalization strategy in China.The study highlights the significant growth of the industry,with the annual production of chenpi reaching approximately 7,000 tons and the total output value surpassing 26 billion yuan in 2024.The paper proposes strategies to foster sustainable growth in industries facing challenges such as inefficient production processes,inconsistent product quality,and a lack of policy awareness among operators.These strategies include optimizing support policies,enhancing regulatory frameworks,and leveraging digital technologies for brand building and market expansion.The research contributes to understanding the development trajectory of the Xinhui Chenpi industry and provides insights for policymakers and industry practitioners. 展开更多
关键词 Rural revitalization Industrial transformation Policy optimization Digital marketing
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Development of an Agrobacterium tumefaciens-mediated transformation system for somatic embryos and transcriptome analysis of LcMYB1's inhibitory effect on somatic embryogenesis in Litchi chinensis
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作者 Yaqi Qin Bo Zhang +6 位作者 Xueliang Luo Shiqian Wang Jiaxin Fu Zhike Zhang Yonghua Qin Jietang Zhao Guibing Hu 《Journal of Integrative Agriculture》 2025年第2期594-609,共16页
Litchi has great economic significance as a global fruit crop.However,the advancement of litchi functional genomics has encountered substantial obstacles due to its recalcitrance to stable transformation.Here,we prese... Litchi has great economic significance as a global fruit crop.However,the advancement of litchi functional genomics has encountered substantial obstacles due to its recalcitrance to stable transformation.Here,we present an efficacious Agrobacterium tumefaciens-mediated transformation system in somatic embryos of‘Heiye'litchi.This system was developed through the optimization of key variables encompassing explant selection,A.tumefaciens strain delineation,bacterium concentration,infection duration,and infection methodology.The subsequent validation of the transformation technique in litchi was realized through the ectopic expression of LcMYB1,resulting in the generation of transgenic calli.However,the differentiation of transgenic calli into somatic embryos encountered substantial challenges.To delineate the intricate molecular underpinnings of LcMYB1's inhibitory role in somatic embryo induction,a comprehensive transcriptome analysis was conducted that encompassed embryogenic calli(C),globular embryos(G),and transgenic calli(TC).A total of 1,166 common differentially expressed genes(DEGs)were identified between C-vs.-G and C-vs.-TC.Gene Ontology(GO)annotation and Kyoto Encyclopedia of Genes and Genomes(KEGG)pathway analysis revealed that these common DEGs were mostly related to plant hormone signal transduction pathways.Furthermore,RT-qPCR corroborated the pronounced down-regulation of numerous genes that are associated with somatic embryo induction within the transgenic calli.The development of this transformation system provides valuable support for functional genomics research in litchi. 展开更多
关键词 Litchi chinensis A.tumefaciens transformATION LcMYB1 somatic embryo
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Development of an efficient and expedited cotyledon protoplast-based transient transformation system in Gossypium hirsutum L.
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作者 WANG Zhicheng CAO Shuaiting +6 位作者 CAI Qiuyan GUAN Zhenhui CHENG Hailiang PENG Fanjia LI Yujun ZUO Dongyun SONG Guoli 《Journal of Cotton Research》 2025年第3期352-364,共13页
Background Cotton is an important crop providing the most natural fibers all over the world. The cotton genomics community has utilized whole genome sequencing data to construct an elite gene pool in which functional ... Background Cotton is an important crop providing the most natural fibers all over the world. The cotton genomics community has utilized whole genome sequencing data to construct an elite gene pool in which functional genes are related to agronomic traits. However, the functional validation of these genes is hindered by time-consuming and inefficient genetic transformation methods. Thus, establishing a transient transformation system of high efficiency is necessary for cotton genomics.Results To improve the efficiency of transient transformation, we used the protoplasts isolated from the etiolated cotyledon as recipient. The enzymatic digestion buffer comprised 1.5%(w/v) cellulase, 0.75%(w/v) macerozyme, and 1% hemicellulase, osmotically buffered with 0.4 mol·L^(-1) mannitol. After 5 h of dark incubation at 25℃, uniform cotton protoplasts were successfully isolated with a yield of 4.6 × 10^(6) protoplasts per gram(fresh weight) and 95% viability. We incubated 100 μL protoplasts(2.5 × 10^(5)·m L^(-1)) with 15 μg plasmid in the solution of 0.4 mol·L^(-1) mannitol and 40% PEG 4000 for 15 min, ultimately achieving an optimal transient transfection efficiency of 71.47%.Conclusions This transient system demonstrated effective utility in cellular biology research through successful applications in subcellular localization analyses, bimolecular fluorescence complementation(Bi FC) verification, and prime editing vector validation. Through systematic optimization, we established an efficient and expedited protoplast-based transient transformation system and successfully applied this platform to cotton functional genomics studies. 展开更多
关键词 Cotton Cotyledon protoplast-based transient transformation Prime editing Protoplast isolation Transient expression
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Bugis Tribe Community Behavior in Developing Vernacular House Models in the Coastal Area of South Sulawesi Province
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作者 Rahmansah Nurlita Pertiwi +1 位作者 Muhammad Yusri Bachtiar Mithen Lullulangi 《Journal of Environmental & Earth Sciences》 2025年第4期152-164,共13页
This study aims to understand the behavior of the Bugis community in developing vernacular house models in the coastal areas of South Sulawesi Province,along with the factors influencing this behavior,such as knowledg... This study aims to understand the behavior of the Bugis community in developing vernacular house models in the coastal areas of South Sulawesi Province,along with the factors influencing this behavior,such as knowledge,motivation,attitude,locus of control,commitment,concern,and income level.Bugis vernacular houses reflect local wisdom that is adapted to environmental,socio-cultural conditions,and the challenges of modernization.This correlational research was conducted in the regencies of Pangkajene and Kepulauan,Barru,and Bone,with a sample of 300 household heads.The variables analyzed include knowledge,motivation,attitude,locus of control,commitment,concern,and income level.Data were collected through knowledge tests and questionnaires and were analyzed using simple and multiple regression tech-niques.The results show that the Bugis community’s behavior in developing vernacular houses is moderate.Individually,motivation,locus of control,commitment,and concern significantly influence behavior,while knowledge,attitude,and income do not have a significant impact.However,collectively,all independent variables(knowledge,motivation,attitude,locus of control,commitment,concern,and income)affect the behavior of the Bugis community in developing vernacular houses in coastal areas.This study provides valuable insights into the environmental and social adaptations of the Bugis coastal community,as well as efforts to preserve culture through the sustainable development of vernacular houses. 展开更多
关键词 Bugis Vernacular Houses Local Wisdom Community Behavior South Sulawesi Coast Sustainable development
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生成式人工智能赋能高中英语读写结合的教学实践——以Developing ideas:A Boy's Best Friend为例
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作者 钟焜 王彩晨 《中小学数字化教学》 2025年第10期44-48,共5页
《普通高中英语课程标准(2017年版2020年修订)》指出,在课程实施过程中,应重视营造信息化教学环境,及时了解和跟进科技进步和学科发展,充分发挥现代教育技术对教与学的支持与服务功能,选择恰当的数字技术和多媒体手段,确保虚拟现实、人... 《普通高中英语课程标准(2017年版2020年修订)》指出,在课程实施过程中,应重视营造信息化教学环境,及时了解和跟进科技进步和学科发展,充分发挥现代教育技术对教与学的支持与服务功能,选择恰当的数字技术和多媒体手段,确保虚拟现实、人工智能(AI)、大数据等新技术的应用有助于促进学生的有效学习和英语学科核心素养的形成与发展。 展开更多
关键词 生成式人工智能 developing ideas 读写结合
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Transformed gastric mucosa-associated lymphoid tissue lymphoma originating in the colon and developing metachronously after Helicobacter pylori eradication:A case report 被引量:1
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作者 Makoto Saito Zen-Ichi Tanei +7 位作者 Masumi Tsuda Toma Suzuki Emi Yokoyama Minoru Kanaya Koh Izumiyama Akio Mori Masanobu Morioka Takeshi Kondo 《World Journal of Gastrointestinal Oncology》 SCIE 2024年第10期4281-4288,共8页
BACKGROUND Helicobacter pylori(H.pylori)eradication treatment for primary gastric mucosaassociated lymphoid tissue(MALT)lymphoma has already been established.However,t(11;18)(q21;q21)/API2-MALT1 translocation-positive... BACKGROUND Helicobacter pylori(H.pylori)eradication treatment for primary gastric mucosaassociated lymphoid tissue(MALT)lymphoma has already been established.However,t(11;18)(q21;q21)/API2-MALT1 translocation-positive lesions are a type of primary gastric MALT lymphoma in which a response to eradication treatment is difficult to achieve.In addition,trisomy 18 may be associated with diffuse large B-cell lymphoma(DLBCL)transformation of gastric MALT lymphoma.CASE SUMMARY A 66-year-old man was diagnosed with MALT lymphoma in the ascending colon by colonoscopy and biopsy.Two years later,esophagogastroduodenoscopy revealed chronic atrophic gastritis that was positive for H.pylori,and eradication treatment was administered.Two years and nine months later(at the age of 70),a new ulcerative lesion suggestive of MALT lymphoma appeared in the gastric body,and six months later,a similar lesion was also found in the fundus.One year later(4 years and 3 months after H.pylori eradication),at the age of 72,the lesion in the gastric body had become deeper and had propagated.A biopsy revealed a pathological diagnosis of DLBCL.Both MALT lymphoma lesions in the ascending colon and DLBCL lesions in the stomach were positive for the t(11;18)(q21;q21)/API2-MALT1 translocation,and trisomy 18q21 was also detected.After 6 courses of R-CHOP(rituximab,cyclophosphamide,doxorubicin,vincristine and prednisone)chemotherapy,all of the above lesions disappeared[complete remission(CR)],and CR has been maintained for more than 3 years.In addition,both the colonic and gastric lesions were proven to have the same clonality.CONCLUSION Because the patient had a MALT1 translocation with trisomy 18q21,it was thought that this gastric MALT lymphoma developed independently of H.pylori infection and progressed. 展开更多
关键词 Gastric mucosa-associated lymphoid tissue lymphoma transform Diffuse large B-cell lymphoma Colonic mucosa-associated lymphoid tissue lymphoma Helicobacter pylori eradication MALT1 translocation Case report
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Developing river ethics:Advancing the understanding of water governance principles and promoting the modernization of water governance systems and capabilities
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作者 Yunchang Zhang Bo Liu +2 位作者 Yang Ding Jinyong Zhao Chang Li 《River》 2025年第1期21-28,共8页
River ethics,a significant advancement inspired by Chinese President XI Jinping's ecological civilization thought,embodies the philosophical essence of river governance and represents a legacy of innovation by gen... River ethics,a significant advancement inspired by Chinese President XI Jinping's ecological civilization thought,embodies the philosophical essence of river governance and represents a legacy of innovation by generations of water resources professionals.Rooted in river ecology,it offers a framework for advancing modern water governance systems and capabilities.This paper examines eight dimensions of river ethics to provide actionable recommendations:enhancing knowledge systems on water,rivers,and lakes;addressing critical challenges in water governance to strengthen the foundational role of water authorities in ensuring water security,resource management,ecological sustainability and environmental protection;optimizing water project planning to mitigate ecological impacts;ensuring high standards in the lifecycle management of water projects;refining water diversion strategies for precise scheduling;utilizing ecosystem complexity for river and lake restoration;implementing tiered management of water-related disasters;and driving reforms to modernize water governance systems and mechanisms. 展开更多
关键词 ecosystem restoration high-quality development of water systems river ecology river ethics water governance
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Measurement and Driving Mechanisms of Coordinated Development Between Innovation Capacity and Industrial Transformation in Northeast China Under the Background of Population Shrinkage
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作者 QI Ao FENG Zhangxian +4 位作者 XIE Mingke SONG Yang GUAN Haoming HAO Feilong WANG Shijun 《Chinese Geographical Science》 2025年第4期819-834,共16页
The exploration of the coupling and coordination between urban innovation capability(IC)and industrial transformation(IF)serves as a novel perspective for interpreting the increasingly severe phenomenon of population ... The exploration of the coupling and coordination between urban innovation capability(IC)and industrial transformation(IF)serves as a novel perspective for interpreting the increasingly severe phenomenon of population shrinkage during the industrialization process.This study investigated the evolutionary characteristics of IC and IF in shrinking and growing cities in Northeast China from 2010 to 2020.It uses entropy weighted model,coupling coordination degree,the Dagum Gini coefficient,and geographic detectors to analyze the coordinated development of IC and IF in the context of population shrinkage.The study analyzed the spatiotemporal patterns and driving mechanisms for their coordinated development.The results show that:1)both urban IC and IF exhibited an overall positive trend during the study period.Shrinking cities depend more on IF to address the challenges of population shrinkage,while growing cities mainly rely on innovation-driven development.2)The coupling gap between IC and IF in shrinking and growing cities has widened over time,with the coordination level of shrinking cities steadily decreasing.Cities with serious disorder are concentrated in northern Heilongjiang Province,while most cities in Jilin Province experience moderate disorder.Liaoning Province,however,shows generally good coupling coordination.3)Human capital is the key factor driving coupling coordination in both types of cities.Shrinking cities rely on economic and financial development,with the‘repair-type’logic that emphasizes short-term economic growth and resource compensation.In contrast,the coupling of growing cities relies on basic support capabilities,with the‘optimization-type’logic focused on enhancing endogenous resilience and systemic coordination.Exploring the coordination between urban innovation capabilities and industrial transformation can provide a new perspective for research on population shrinkage,which holds certain theoretical and practical significance for implementing the new round of revitalization strategy in Northeast China. 展开更多
关键词 population shrinkage innovation capacity(IC) industrial transformation(IF) coupling coordination driving mechanism Northeast China
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Best practice for developing integrative Chinese-Western medicine databases using electronic health records
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作者 REN Yan JIA Yulong +7 位作者 LIANG Wengxue XU Ye LIU Xuehong XIONG Yiquan JIANG Hao ZOU Kang SUN Xin TAN Jing 《World Journal of Integrated Traditional and Western Medicine》 2025年第3期174-186,共13页
Objectives:Electronic health records(EHRs)offer valuable real-world data(RWD)for Chinese medicine research.However,significant methodological challenges remain in developing integrative Chinese-Western medicine(ICWM)d... Objectives:Electronic health records(EHRs)offer valuable real-world data(RWD)for Chinese medicine research.However,significant methodological challenges remain in developing integrative Chinese-Western medicine(ICWM)databases.This study aims to establish a best-practice methodological framework,referred to as BRIDGE,to guide the construction of ICWM databases using EHRs.Methods:We developed the methodological framework through a comprehensive process,including systematic literature review,synthesis of empirical experiences,thematic expert discussions,and consultation with an external panel to reach consensus.Results:The BRIDGE framework outlines 6 core components for ICWM-EHR database development:Overall design,database architecture,data extraction and linkage,data governance,data verification,and data quality evaluation.Key data elements include variables related to study population,treatment or exposure,outcomes,and confounders.These databases support various research applications,particularly in evaluating the effectiveness and safety of integrative therapies.To demonstrate its practical value,we developed an ICWM-EHR database on women’s reproductive lifespan,encompassing 2,064,482 patients.This database captures women’s health conditions across the life course,from reproductive age to older adulthood.Conclusions:The BRIDGE methodological framework provides a standardized approach to building high-quality ICWM-EHR databases.It offers a unique opportunity to strengthen the methodological rigor and real-world relevance of Chinese medicine research in integrated healthcare settings. 展开更多
关键词 Chinese-Western medicine database Electronic health records Methodological framework Database development Women’s reproductive health database
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Ecological Awakening Dehong Prefecture is pushing the boundaries of ecological civilization by developing a bird-watching economy
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作者 Zheng Bin Liu Yang 《China Report ASEAN》 2025年第6期76-77,共2页
With the first rays of dawn peeking through the rainforest at Shiti Village,Dehong Dai and Jingpo Autonomous Prefecture,Yunnan Province,Xu Xiaolong,a bird-watching guide from the Jingpo ethnic group,led a German bird-... With the first rays of dawn peeking through the rainforest at Shiti Village,Dehong Dai and Jingpo Autonomous Prefecture,Yunnan Province,Xu Xiaolong,a bird-watching guide from the Jingpo ethnic group,led a German bird-watching group into the jungle.His great-grandfather made a living by hunting“weird-looking birds”in the mountains.Today,the birds(Great Hornbill)are attracting tourist dollars from other parts of the world without dodging bullets.In Shiti Village,bird-watchers can enjoy the chirping of Great Hornbills and feel the rumbling in the air as the birds fly past.The village on the Chinese border with Myanmar was formerly poverty-stricken,with an average annual income of barely 2,000 yuan(US$305)per household 10 years ago.Today,the average annual income has grown to 150,000 yuan(US$23,075).It is a shining example of the successful practice of the notion that“lucid waters and lush mountains are invaluable assets.” 展开更多
关键词 bird watching economy sustainable development great hornbill chirping great hor Dehong prefecture ecological awakening ecological civilization Yunnan province
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Emerging Markets and Developing Countries Forum on Bridging the AI Divide and Opening Ceremony of AIM Global CoE held
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作者 Olive Liu 《China Standardization》 2025年第5期32-35,共4页
The Emerging Markets and Developing Countries Forum on Bridging the AI Divide and Opening Ceremony of AIM Global CoE were held on July 27 in Minhang district,Shanghai.The event was hosted by AIM Global CoE,and co-orga... The Emerging Markets and Developing Countries Forum on Bridging the AI Divide and Opening Ceremony of AIM Global CoE were held on July 27 in Minhang district,Shanghai.The event was hosted by AIM Global CoE,and co-organized by Shanghai Artificial Intelligence Research Institute(SAIRI),Shanghai Technology Innovation Center,Shanghai Grand Neobay Investment Development Group,and Organizing Committee of AI Journey Conference.Asian Association of Business Incubation(AABI)and SAIRI served as the international partners. 展开更多
关键词 AI divide opening ceremony developing countries aim global coeand artificial intelligence research bridging ai divide AIM Global COE emerging markets
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基于Transformer的时间序列预测方法综述 被引量:4
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作者 陈嘉俊 刘波 +2 位作者 林伟伟 郑剑文 谢家晨 《计算机科学》 北大核心 2025年第6期96-105,共10页
时间序列预测作为分析历史数据以预测未来趋势的关键技术,已广泛应用于金融、气象等领域。然而,传统方法如自回归移动平均模型和指数平滑法等在处理非线性模式、捕捉长期依赖性时存在局限。最近,基于Transformer的方法因其自注意力机制... 时间序列预测作为分析历史数据以预测未来趋势的关键技术,已广泛应用于金融、气象等领域。然而,传统方法如自回归移动平均模型和指数平滑法等在处理非线性模式、捕捉长期依赖性时存在局限。最近,基于Transformer的方法因其自注意力机制,在自然语言处理与计算机视觉领域取得突破,也开始拓展至时间序列预测领域并取得显著成果。因此,探究如何将Transformer高效运用于时间序列预测,成为推动该领域发展的关键。首先,介绍了时间序列的特性,阐述了时间序列预测的常见任务类别及评估指标。接着,深入解析Transformer的基本架构,并挑选了近年来在时间序列预测中广受关注的Transfo-rmer衍生模型,从模块及架构层面进行分类,并分别从问题解决、创新点及局限性3个维度进行比较和分析。最后,进一步探讨了时间序列预测Transformer在未来可能的研究方向。 展开更多
关键词 时间序列 transformer模型 深度学习 注意力机制 预测
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