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Design of aircraft structures against threat of bird strikes 被引量:17
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作者 Jun LIU Yulong LI +2 位作者 Xiancheng YU Xiaosheng GAO Zongxing LIU 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2018年第7期1535-1558,共24页
In this paper, a method to design bird-strike-resistant aircraft structures is presented and illustrated through examples. The focus is on bird strike experiments and simulations. The explicit finite element software ... In this paper, a method to design bird-strike-resistant aircraft structures is presented and illustrated through examples. The focus is on bird strike experiments and simulations. The explicit finite element software PAM-CRASH is employed to conduct bird strike simulations, and a coupled Smooth Particles Hydrodynamic(SPH) and Finite Element(FE) method is used to simulate the interaction between a bird and a target structure. The SPH method is explained, and an SPH bird model is established. Constitutive models for various structural materials, such as aluminum alloys, composite materials, honeycomb, and foam materials that are used in aircraft structures,are presented, and model parameters are identified by conducting various material tests. Good agreements between simulation results and experimental data suggest that the numerical model is capable of predicting the dynamic responses of various aircraft structures under a bird strike,and numerical simulation can be used as a tool to design bird-strike-resistant aircraft structures. 展开更多
关键词 Bird strike Cover sheet Design of aircraft structures Horizontal tail Vertical tail
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New Hybrid AD Methodology for Minimizing the Total Amount of Information Content:A Case Study of Rehabilitation Robot Design 被引量:4
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作者 Tao Yang Xueshan Gao Fuquan Dai 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2020年第6期177-186,共10页
Converting customer needs into specific forms and providing consumers with services are crucial in product design.Currently,conversion is no longer difficult due to the development of modern technology,and various mea... Converting customer needs into specific forms and providing consumers with services are crucial in product design.Currently,conversion is no longer difficult due to the development of modern technology,and various measures can be applied for product realization,thus increasing the complexity of analysis and evaluation in the design process.The focus of the design process has thus shifted from problem solving to minimizing the total amount of information content.This paper presents a New Hybrid Axiomatic Design(AD)Methodology based on iteratively matching and merging design parameters that meet the independence axiom and attribute constraints by applying trimming technology,the ideal final results,and technology evolution theory.The proposed method minimizes the total amount of information content and improves the design quality.Finally,a case study of a rehabilitation robot design for hemiplegic patients is presented.The results indicate that the iterative matching and merging of related attributes can minimize the total amount of information content,reduce the cost,and improve design efficiency.Additionally,evolutionary technology prediction can ensure product novelty and improve market competitiveness.The methodology provides an excellent way to design a new(or improved)product. 展开更多
关键词 Axiomatic design Amount of information content TRIMMING Rehabilitation robot
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Design of copper oxide and oxygen codoped graphitic carbon nitride activator for efficient radical and nonradical activation of peroxymonosulfate 被引量:2
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作者 Lin Wei Jialing Li +8 位作者 Chengyun Zhou Biao Song Fanzhi Qin Wenjun Wang Hanzhuo Luo Deyu Qin Cheng Huang Chen Zhang Yang Yang 《Chinese Chemical Letters》 SCIE CAS CSCD 2023年第6期184-190,共7页
Rational regulation of stable graphitic carbon nitride(CN)for superior peroxymonosulfate(PMS)activation is important in the catalytic degradation of water contaminants.In this work,the copper oxide and oxygen co-doped... Rational regulation of stable graphitic carbon nitride(CN)for superior peroxymonosulfate(PMS)activation is important in the catalytic degradation of water contaminants.In this work,the copper oxide and oxygen co-doped graphitic carbon nitride(Cu O/O-CN)was prepared via one-step synthesis and applied in activating PMS for oxytetracycline(OTC)degradation,displaying superior catalytic performance.Systematic characterization and theoretical calculations indicated that the synergistic effect between the oxygen site of CN and CuO can modulate the electronic structure of the whole composite further facilitating the formation of non-radical^(1)O_(2)and various reactive radicals.Results of the influencing factor experiments revealed that CuO/O-CN has a strong resistance to the environmental impact.The degradation efficiency of OTC in the real water environment even exceeded that in the deionized water.After four successive runs of the optimal catalyst,the OTC removal rate was still as high as 91.3%.This work developed a high-efficiency PMS activator to remove refractory pollutants via both radical pathway and non-radical pathway,which showed a promising potential in the treatment of wastewaters. 展开更多
关键词 Graphitic carbon nitride CODOPING PEROXYMONOSULFATE ANTIBIOTICS Advanced oxidation process
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A comparative study of tactile paving design standards in different countries 被引量:1
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作者 L U Jiang-yan SIU Kin Wai Michaele XU Ping 《通讯和计算机(中英文版)》 2009年第3期47-54,共8页
关键词 触觉 计算机技术 表面指示 设计 标准
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An Innovative Design System for Personalized Design of Swimsuit
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作者 张一帆 张燕 LUXIMON Ameersing 《Journal of Donghua University(English Edition)》 EI CAS 2010年第5期628-632,共5页
Under the constantly changing production and marketing conditions including globalization,the fashion apparel industries are frequently restructuring to maintain customers and sustain competitiveness.One of the method... Under the constantly changing production and marketing conditions including globalization,the fashion apparel industries are frequently restructuring to maintain customers and sustain competitiveness.One of the methodologies adopted by manufacturers includes mass customization,which attempts to produce near custom made product at near mass production cost.Since swimwear requires tighter fit tolerance and still has fashion content,it has been used in this study to illustrate the ease of design change,design modification,and customization.Multi-style design of swimsuit is very demanding and time-consuming if traditional design methods are applied.Swimsuit manufacturers require systems with the capacity to deal with garment design process as a whole,including possibilities to work directly within a 3D graphic environment.However,it is realised that one of the major challenges in garment design concerns the physically-based simulation of production and 3D visualization.An innovation method consisting of a computer-aided design(CAD)system,allowing the designer to perform multi-style swimsuit design on a customized virtual human body,is presented in this paper.The 3D visualization and personalization of the simulation results are presented to help the designers to preview and determine whether the design of the swimsuit is satisfactory and then obtain feedback to improve their designs iteratively.The new functions of the virtual system provide the abilities to perform intelligent design of various swimsuit styles and materials for different body parts according to individual design requirements.The advantages of innovative design method for swimsuit have been discussed in this paper and examples have been provided to illustrate the ease of use CAD in design simulation and innovation. 展开更多
关键词 swimsuit design personalization and visualization multi-style design CAD system
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An Analysis of the Value of Chinese Folk Traditional Culture in Art Design Education in Contemporary Colleges and Universities
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作者 Bin Lu 《Journal of Educational Theory and Management》 2017年第1期131-134,共4页
With the development and expansion of China's economy, people's artistic and cultural forms have also been significantly improved and developed. At the same time, the educational development of art design in c... With the development and expansion of China's economy, people's artistic and cultural forms have also been significantly improved and developed. At the same time, the educational development of art design in colleges and universities has also become a common trend, for the shaping of the Chinese women's top of the artistic design concept has laid a good cornerstone. At the same time, the Chinese nation after five thousand years of development, the formation of the vast treasures of art and culture, in the origins of circulation is still endless, to the later Chinese children to provide valuable artistic learning resources. The fusion of Chinese folk art culture in the art design education of colleges and universities has a crucial influence on broadening students 'artistic vision, cultivating students' artistic innovation thinking and inheriting Chinese traditional folk art culture. Through the combination of folk art and modern art, the art education of colleges and universities has very far-reaching foresight significance. 展开更多
关键词 CHINESE FOLK CULTURAL and ARTISTIC elements COLLEGE art Design education
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Research of Design Disciplines Workshop Collaborative Innovation Teaching Model——A Case Study of Elderly Supplies Design Course
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作者 Qiao Chen Xiao-ping Hu 《教育研究前沿(中英文版)》 2016年第2期69-75,共7页
关键词 专题讨论会 教学模型 设计学 教学目的 背景分析 创新设计 管理程序 工程
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Model-guided design of a high performance and durability Ni nanofiber/ceria matrix solid oxide fuel cell electrode
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作者 Mengzheng Ouyang Antonio Bertei +11 位作者 Samuel J.Cooper Yufei Wu Paul Boldrin Xinhua Liu Masashi Kishimoto Huizhi Wang Max Naylor Marlow Jingyi Chen Xiaolong Chen Yuhua Xia Billy Wu Nigel P.Brandon 《Journal of Energy Chemistry》 SCIE EI CAS CSCD 2021年第5期98-112,共15页
Mixed ionic electronic conductors(MIECs)have attracted increasing attention as anode materials for solid oxide fuel cells(SOFCs)and they hold great promise for lowering the operation temperature of SOFCs.However,there... Mixed ionic electronic conductors(MIECs)have attracted increasing attention as anode materials for solid oxide fuel cells(SOFCs)and they hold great promise for lowering the operation temperature of SOFCs.However,there has been a lack of understanding of the performance-limiting factors and guidelines for rational design of composite metal-MIEC electrodes.Using a newly-developed approach based on 3 D-tomography and electrochemical impedance spectroscopy,here for the first time we quantify the contribution of the dual-phase boundary(DPB)relative to the three-phase boundary(TPB)reaction pathway on real MIEC electrodes.A new design strategy is developed for Ni/gadolinium doped ceria(CGO)electrodes(a typical MIEC electrode)based on the quantitative analyses and a novel Ni/CGO fiber-matrix structure is proposed and fabricated by combining electrospinning and tape-casting methods using commercial powders.With only 11.5 vol%nickel,the designer Ni/CGO fiber-matrix electrode shows 32%and 67%lower polarization resistance than a nano-Ni impregnated CGO scaffold electrode and conventional cermet electrode respectively.The results in this paper demonstrate quantitatively using real electrode structures that enhancing DPB and hydrogen kinetics are more efficient strategies to enhance electrode performance than simply increasing TPB. 展开更多
关键词 Solid oxide fuel cells ELECTROSPINNING Electrochemical impedance spectroscopy TOMOGRAPHY 2-d model CERIA
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The Implantation Application of Traditional Chinese Calligraphy in Book Cover Design under Contemporary Aesthetic Trend
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作者 LIU Yong HOU Kuangtao LI Ke 《Journal of Literature and Art Studies》 2024年第11期1022-1031,共10页
In the information age, the public’s aesthetic consciousness of art has changed dramatically, showing a new trend of pursuing abstraction and personalisation of art works. In this context, Chinese traditional calligr... In the information age, the public’s aesthetic consciousness of art has changed dramatically, showing a new trend of pursuing abstraction and personalisation of art works. In this context, Chinese traditional calligraphy, which carries deep oriental cultural heritage and artistic taste, and is highly flexible and adaptable in terms of artistic form, has great application value in the field of book cover design. This paper first analyzes the trend characteristics of the development and transformation of public artistic aesthetic consciousness from the industrial era to the information age, and then explores the artistic form characteristics of traditional Chinese calligraphy, and proposes that traditional calligraphy has great application value in book cover design. Finally, several innovative and clever cases of incorporating traditional calligraphy into book cover design were highlighted, providing inspiration for design ideas and methods. 展开更多
关键词 aesthetic trend traditional Chinese calligraphy cover design
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LeNS China:A Chinese learning network on sustainability for the development and diffusion of teaching materials and tools on design for sustainability
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作者 ZHANG Jun LIU Xin +1 位作者 Carlo VEZZOLI Fabrizio CESCHIN 《Ecological Economy》 2014年第2期130-143,共14页
It is a shared opinion that sustainable development requires a system discontinuity, meaning that radical changes in the way we produce and consume are needed. Within this framework there is an emerging understanding ... It is a shared opinion that sustainable development requires a system discontinuity, meaning that radical changes in the way we produce and consume are needed. Within this framework there is an emerging understanding that an important contribution to this change can be directly linked to decisions taken in the design phase of products, services and systems. Design schools have therefore to be able to provide design students with a broad knowledge and effective Design for Sustainability tools, in order to enable a new generation of designers in playing an active role in re-orienting our consumption and production patterns. This paper presents the intermediate results of the LeNS China, the Learning Network on Sustainability of Chinese design Higher Education Institutions aiming at curricula development on Design for Sustainability. The project is a regeneration of the LeNS Asian-European multi-polar network project financed by the European Commission. LeNS China is taking in consideration the local needs, interests and opportunities could represent a significant enabling platform capable to sensitise, support and empower a new generation of Chinese design educators, designers and entrepreneurs to reach design practice throughout an open collaborative learning approach. The paper will firstly introduce the LeNS project and its ethos, and then the LeNS China network will be described in terms of the state of the art of design for sustainability and its education in China, the scope and the objective, the results achieved so far and the next steps. 展开更多
关键词 design for sustainability LeNS China open learning e-package collaborative knowledge production
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Application of the Industry-University-Research Education Model of“Works,Products,and Public Goods”in Design Majors Practical Courses in Colleges and Universities
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作者 Danya Liu Yujun Sun 《Journal of Contemporary Educational Research》 2023年第12期105-112,共8页
One of the goals and requirements of China’s educational modernization includes prioritizing,guiding,and promoting the social service capabilities of universities.The teaching of practical courses in design majors in... One of the goals and requirements of China’s educational modernization includes prioritizing,guiding,and promoting the social service capabilities of universities.The teaching of practical courses in design majors in colleges and universities has long been plagued by problems such as being“out of touch with the market and social needs”and“ignoring the cultivation of creativity.”It fails to meet the goals and requirements of educational modernization.This article takes the“Fundamentals of Styling and Comprehensive Expression”course offered by the School of Design of Guangxi Normal University as an entry point to study the industry-university-research education method that combines“social service”with the teaching of design professional practical courses.It also attempts to improve“works,products,and public goods”through the establishment of the theoretical model of“product”and the analysis of practical application paths is carried out to solve the problems existing in the traditional teaching of the design major,enhance the social service capabilities of the design major,promote talent employment and industry and social development,and carry out teaching reform attempts. 展开更多
关键词 Social services Design major INDUSTRY-UNIVERSITY-RESEARCH “Works products and public goods” Teaching reform
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Study on Su Shi’s Humanistic Sentiment and Its Role in Creating the Aesthetic Realm of His Poetry and Paintings
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作者 Yufan Zhai 《Journal of Contemporary Educational Research》 2025年第7期369-375,共7页
Su Shi can be described as a true genius of his time.Whether in poetry,lyrics,songs,fu,or in life itself,his charismatic personality and rare optimism make him a once-in-a-century talent.This paper takes Su Shi’s poe... Su Shi can be described as a true genius of his time.Whether in poetry,lyrics,songs,fu,or in life itself,his charismatic personality and rare optimism make him a once-in-a-century talent.This paper takes Su Shi’s poems as a guiding thread and explores the conceptual spirit and practical significance reflected in four works:The Cold Food Observance,The Complete Works of Su Dongpo:An Account of Paintings at Jingyin Temple,and Xiaoxiang Bamboo and Stone Map,analyzing them from an artistic perspective.It strives to reveal the profound humanistic sentiments Su Shi evoked in the vast,ever-changing world,as well as the pure and exquisite poetic and pictorial beauty he bestowed upon it. 展开更多
关键词 Su Shi Calligraphy and painting The Cold Food Observance The Complete Works of Su Dongpo:An Account of Paintings at Jingyin Temple Xiaoxiang Bamboo and Stone Map
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A Review of Three-Dimensional Research on Urban Recreation Space Based on CiteSpace
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作者 LIU Yongli 《Journal of Landscape Research》 2025年第1期30-34,共5页
In this study,CiteSpace software is used to carry out visual analysis on the three-dimensional research literature on urban recreation space from the perspective of compact city theory in the past 20 years,exploring t... In this study,CiteSpace software is used to carry out visual analysis on the three-dimensional research literature on urban recreation space from the perspective of compact city theory in the past 20 years,exploring the scientific development trend and research hotspots in this field.The results show that the number of published documents shows a fluctuating upward trend,and the significant growth rate reflects the role of policy orientation in promoting the concept of compact city.The co-occurrence analysis of keywords reveals the research hotspots of“compact city”,“recreation space”and“urban park”,while the emergence of new keywords such as“vertical city”and“spatial justice”indicates the new trend of recent research.The cluster analysis and timeline map further show the evolution of research themes,with“compact city”being the largest cluster and having rich connections with other themes such as“urban design”and“urban park”. 展开更多
关键词 Compact city Urban recreation space THREE-DIMENSIONAL CITESPACE
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The Practical Logic and Optimization Path of Rural Human Settlement Environment Governance in Jiangsu Region of China from the Perspective of Cultural and Tourism Integration
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作者 Zhong Wei Jingyi Zhao +1 位作者 Yongshuai Zhang Yun Sun 《Proceedings of Business and Economic Studies》 2025年第1期119-126,共8页
In recent years,managing rural living environments has become a vital component of the rural revitalization strategy.Jiangsu Province,rich in economic and cultural resources,has accumulated valuable experience in expl... In recent years,managing rural living environments has become a vital component of the rural revitalization strategy.Jiangsu Province,rich in economic and cultural resources,has accumulated valuable experience in exploring rural environmental governance by integrating culture and tourism.This research analyzes the practical logic of rural environmental governance in Jiangsu from both theoretical and practical perspectives.It emphasizes the importance of integrating culture and tourism to enhance environmental governance while addressing the associated challenges.The results show that the integration of culture and tourism not only enhances rural ecological environments and living facilities but also boosts regional economic development and the preservation of cultural resources.Nevertheless,there are still challenges in aspects such as the collaboration of stakeholders,the establishment of long-term mechanisms,and the application of digital technologies.Based on real cases in Jiangsu,this study suggests optimization strategies and policy recommendations to improve rural environmental governance within the framework of cultural and tourism integration. 展开更多
关键词 Cultural and tourism integration Rural living environment Jiangsu Governance logic Optimization strategies
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The application of photocatalysis and biodegradation synergistic systems in environmental remediation:A review
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作者 Ruilin Cao Yuan Pan +7 位作者 Xiansheng Zhang Xinyi Huang Teng Li Sheng Liu Yunze Wang Shanqing Tang Binbin Shao Zhifeng Liu 《Chinese Journal of Catalysis》 2025年第11期47-74,共28页
The growing presence of emerging pollutants in the environment has led to a focus on developing new treatment technologies to address the limitations of traditional methods.Recent advancements in combining photocataly... The growing presence of emerging pollutants in the environment has led to a focus on developing new treatment technologies to address the limitations of traditional methods.Recent advancements in combining photocatalysis with biodegradation for pollutant treatment have garnered significant attention.This is due to the rapid and uncontrolled chemical reactions in single photocatalytic processes,which often result in the buildup of harmful by-products and over-oxidation residues.Additionally,relying solely on biodegradation is challenging for breaking down emerging pollutants that possess high concentrations and intricate structures.Therefore,the intimately coupled photocatalysis and biodegradation(ICPB)systems,along with the photocatalytic microbial fuel cells(PMFCs),as a new approach to treat pollutants.These systems combine the benefits of biodegradation and photocatalytic reactions,providing cost-effective,eco-friendly,and sustainable solutions with significant promise.In order to demonstrate the ICPB system and the PMFCs system as rational options for pollutant removal,the mechanisms of pollutant degradation by the two systems have been analyzed in depth,and recent advances in photocatalysts,biofilms,and carriers/configurations in the two systems have been summarized.Furthermore,the practical applications of the ICPB system versus the PMFCs system for pollutant removal are also summarized and highlighted.This review further points out the current limitations,such as photocatalytic materials that are still challenging in terms of commercial viability for practical applications,and looks forward to the prospects of the ICPB system versus the PMFCs system for the treatment of pollutants to promote practical applications. 展开更多
关键词 PHOTOCATALYSIS BIODEGRADATION Intimately coupled photocatalysis and biodegradation system Photocatalytic microbial fuel cells Wastewater purification
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From portfolio optimization to quantum blockchain and security: a systematic review of quantum computing in finance
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作者 Abha Satyavan Naik Esra Yeniaras +2 位作者 Gerhard Hellstern Grishma Prasad Sanjay Kumar Lalta Prasad Vishwakarma 《Financial Innovation》 2025年第1期2536-2602,共67页
The rapid advancement of quantum computing has sparked a considerable increase in research attention to quantum technologies.These advances span fundamental theoretical inquiries into quantum information and the explo... The rapid advancement of quantum computing has sparked a considerable increase in research attention to quantum technologies.These advances span fundamental theoretical inquiries into quantum information and the exploration of diverse applications arising from this evolving quantum computing paradigm.The scope of the related research is notably diverse.This paper consolidates and presents quantum computing research related to the financial sector.The finance applications considered in this study include portfolio optimization,fraud detection,and Monte Carlo methods for derivative pricing and risk calculation.In addition,we provide a comprehensive analysis of quantum computing’s applications and effects on blockchain technologies,particularly in relation to cryptocurrencies,which are central to financial technology research.As discussed in this study,quantum computing applications in finance are based on fundamental quantum physics principles and key quantum algorithms.This review aims to bridge the research gap between quantum computing and finance.We adopt a two-fold methodology,involving an analysis of quantum algorithms,followed by a discussion of their applications in specific financial contexts.Our study is based on an extensive review of online academic databases,search tools,online journal repositories,and whitepapers from 1952 to 2023,including CiteSeerX,DBLP,Research-Gate,Semantic Scholar,and scientific conference publications.We present state-of-theart findings at the intersection of finance and quantum technology and highlight open research questions that will be valuable for industry practitioners and academicians as they shape future research agendas. 展开更多
关键词 Portfolio optimization Fraud detection Derivative pricing Risk calculation Monte carlo Quantum blockchain Quantum-resistant blockchain Digital signature algorithms Post-quantum cryptography SECURITY Privacy-preserving blockchain Quantum computing
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Spatiotemporal heterogeneities in vegetation phenophase responses to climate extremes in arid mountains of Central Asia
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作者 ZHENG Lilin CHEN Ruishan +3 位作者 XU Jianhua JIA Nan LI Yinshuai LUO Yaxue 《Journal of Geographical Sciences》 2025年第9期1900-1922,共23页
A comprehensive understanding of vegetation responses to climate extremes is essential for predicting ecological risks.The Tianshan Mountains,the world's largest arid mountain system,are ecologically vulnerable to... A comprehensive understanding of vegetation responses to climate extremes is essential for predicting ecological risks.The Tianshan Mountains,the world's largest arid mountain system,are ecologically vulnerable to climate extremes,yet the spatiotemporal heterogeneity of vegetation responses is not well understood.To address this,we assessed changes in vegetation phenophases using the green-up date(GUD)and the monthly maximum vegetation index(MVI).Their relationship with climate extremes across seasons and geographic units was analyzed using Classification and Regression Tree and Principal Component Analysis.Results indicate that GUD advanced by 0.276 days/year,with MVI increasing in spring and decreasing in summer.On a yearly scale,nighttime heatwaves advanced GUD in all vegetation types at lower altitudes with higher snow cover,whereas daytime heatwaves delayed GUD in grasslands.On a monthly scale,early spring heatwaves generally benefitted vegetation,with positive effects decreasing from forests to grasslands:forests benefitted from March to May,forest-grassland from March to April,and grasslands only in March.By late summer,heatwaves were negatively correlated with MVI across all vegetation types.This study highlights the complex responses of vegetation to climate extremes and underscores the vulnerability of high-altitude,low snow-covered grasslands,which is crucial for guiding restoration efforts. 展开更多
关键词 vegetation phenophases nighttime heatwaves spatiotemporal heterogeneities snow cover elevation
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Do we actually understand the impact of renewables on electricity prices?A causal inference approach
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作者 Davide Cacciarelli Pierre Pinson +2 位作者 Filip Panagiotopoulos David Dixon Lizzie Blaxland 《iEnergy》 2025年第4期247-258,共12页
Understanding how renewable energy generation affects electricity prices is essential for designing efficient and sustainable electricity markets.However,most existing studies rely on regression-based approaches that ... Understanding how renewable energy generation affects electricity prices is essential for designing efficient and sustainable electricity markets.However,most existing studies rely on regression-based approaches that capture correlations but fail to identify causal relationships,particularly in the presence of non-linearities and confounding factors.This limits their value for informing policy and market design in the context of the energy transition.To address this gap,we propose a novel causal inference framework based on local partially linear double machine learning(DML).Our method isolates the true impact of predicted wind and solar power generation on electricity prices by controlling for high-dimensional confounders and allowing for non-linear,context-dependent effects.This represents a substantial methodological advancement over standard econometric techniques.Applying this framework to the UK electricity market over the period 2018-2024,we produce the first robust causal estimates of how renewables affect dayahead wholesale electricity prices.We find that wind power exerts a U-shaped causal effect:at low penetration levels,a 1 GWh increase reduces prices by up to£7/MWh,the effect weakens at mid-levels,and intensifies again at higher penetration.Solar power consistently reduces prices at low penetration levels,up to£9/MWh per additional GWh,but its marginal effect diminishes quickly.Importantly,the magnitude of these effects has increased over time,reflecting the growing influence of renewables on price formation as their share in the energy mix rises.These findings offer a sound empirical basis for improving the design of support schemes,refining capacity planning,and enhancing electricity market efficiency.By providing a robust causal understanding of renewable impacts,our study contributes both methodological innovation and actionable insights to guide future energy policy. 展开更多
关键词 Causal inference electricity prices renewable energy wind power solar power double machine learning
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Nonlinear effects of the urban built environment on urban vitality:A case study of Hangzhou,China
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作者 ZHAN Dongsheng WANG Yufeng +1 位作者 WU Qianbo ZHANG Wenzhong 《Journal of Geographical Sciences》 2025年第6期1183-1203,共21页
The effects of the built environment factors on urban vitality have attracted wide attention in the urban planning fields in recent years,but few studies have considered the variables’relative importance and their no... The effects of the built environment factors on urban vitality have attracted wide attention in the urban planning fields in recent years,but few studies have considered the variables’relative importance and their nonlinear effects on urban vitality.Taking a Chinese metropolis—Hangzhou as a case study,this study applied the gradient boosting decision tree(GBDT)model to explore the nonlinear effects of the 5D factors of the urban built environment on urban social vitality and economic vitality and the importance of variables.The results show that the GBDT model has better goodness of fit than the traditional ordinary least squares(OLS)regression in the urban vitality models.The urban built environment plays an important role in affecting urban vitality,while built environment designs witness the most important effect.Specifically,the density of shopping facilities,medical facilities,and road networks are the most important factors affecting urban social vitality,while road network density,destination accessibility,and population density play the most important roles in affecting urban economic vitality.Finally,the urban built environment factors have nonlinear threshold effects on both urban economic and social vitality in Hangzhou,with differing nonlinear response patterns observed between social and economic dimensions. 展开更多
关键词 built environment urban vitality nonlinear effect gradient boosting decision tree model Hangzhou
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