In the continually evolving landscape of data-driven methodologies addressing car crash patterns,a holistic analysis remains critical to decode the complex nuances of this phenomenon.This study bridges this knowledge ...In the continually evolving landscape of data-driven methodologies addressing car crash patterns,a holistic analysis remains critical to decode the complex nuances of this phenomenon.This study bridges this knowledge gap with a robust examination of car crash occurrence dynamics and the influencing variables in the Greater Melbourne area,Australia.We employed a comprehensive multi-model machine learning and geospatial analytics approach,unveiling the complicated interactions intrinsic to vehicular incidents.By harnessing Random Forest with SHAP(Shapley Additive Explanations),GLR(Generalized Linear Regression),and GWR(Geographically Weighted Regression),our research not only highlighted pivotal contributing elements but also enriched our findings by capturing often overlooked complexities.Using the Random Forest model,essential factors were emphasized,and with the aid of SHAP,we accessed the interaction of these factors.To complement our methodology,we incorporated hexagonalized geographic units,refining the granularity of crash density evaluations.In our multi-model study of car crash dynamics in Greater Melbourne,road geometry emerged as a key factor,with intersections showing a significant positive correlation with crashes.The average land surface temperature had variable significance across scales.Socio-economically,regions with a higher proportion of childless populations were identified as more prone to accidents.Public transit usage displayed a strong positive association with crashes,especially in densely populated areas.The convergence of insights from both Generalized Linear Regression and Random Forest’s SHAP values offered a comprehensive understanding of underlying patterns,pinpointing high-risk zones and influential determinants.These findings offer pivotal insights for targeted safety interventions in Greater Melbourne,Australia.展开更多
背景全科医学作为一种新兴医疗模式,强调以社区为基础的全面医疗服务,旨在提高医疗的可及性和效率。然而,尽管全科医学在提升基本医疗卫生服务能力中扮演关键角色,但全科医学研究仍处于发展滞后的状态,需要通过科学研究和社会支持来改...背景全科医学作为一种新兴医疗模式,强调以社区为基础的全面医疗服务,旨在提高医疗的可及性和效率。然而,尽管全科医学在提升基本医疗卫生服务能力中扮演关键角色,但全科医学研究仍处于发展滞后的状态,需要通过科学研究和社会支持来改善这一状况,并提高其学科地位。目的在研究人员、科研机构和学科整体三个自下而上的层级中,分层次地分析影响全科医学领域科研能力发展的因素。方法于2023年12月—2024年3月,本文采用范围综述方法,对中国知网、万方数据知识服务平台、PubMed、Web of Science数据库进行检索,并手动浏览国际全科医学科研和行业学会的信息发布平台,以及谷歌搜索引擎,收集2000—2023年发表的全科医学科研能力发展影响因素的相关文献,并通过手动检索补充灰色文献。通过两阶段的筛选,最终纳入相关文献,使用Excel进行数据整理,归类影响因素,并通过归纳性的主题分析法分析数据,最终以日冕图的形式展示研究结果。结果本研究最终纳入122篇文献,包括原创研究62篇、系统综述2篇、非原创论文54篇、灰色文献4篇,基于文献分析,共归纳出21项影响全科医学科研能力发展的因素。相关因素被分为个体(研究人员)、群体(机构)和整体(学科)三个层级。个体层面的因素涉及研究人员的科研知识和技能、申请资金的能力、对科研的兴趣和积极性、学习科研知识和发展科研合作的机遇、用于科研工作的时间以及科研和临床工作的结合情况;群体层面的因素涉及科研机构的科研人力、科研资源、科研环境、科研管理机制、科研培训能力、外部科研合作资源和机构管理者的重视程度;学科层面的因素则涉及学科的科研特点、核心的科研和协调机构、政府、学协会、学术期刊和国际合作者的外部影响,以及科研经费等方面。结论本研究综述了全球范围内关于全科医学科研能力发展的文献,识别出21个关键的影响因素。在我国的实际环境中,上述因素可能会集中表现为学科组织分散、总体资源有限、学科理论不清、社会认知不足等一系列相互影响的问题。这要求该领域的研究者更加主动地以学科核心理念为导向,对机构的科研绩效导向和管理机制,以及个人的科研领域和路径进行合理的调整和重塑,并增强对全科医生具有全科医学学科特色的科研理论、方法和能力的培养,以增强形成学科合力的基础。展开更多
As one of the main components of Grassland Fire Danger Index,grassland curing degree provides crucial information for determining grassland fire danger.Accurate estimates of grassland curing are critical for determini...As one of the main components of Grassland Fire Danger Index,grassland curing degree provides crucial information for determining grassland fire danger.Accurate estimates of grassland curing are critical for determining grassland fire risk.This research focuses on the use of Landsat 8 to estimate grassland curing.Results demonstrate that Landsat 8 observations can be used to estimate curing percentages as assessed by visual and ground sampling measurements.Grassland interannual variability for the Greater Melbourne region using Landsat 8 imagery from 2013 to 2019 is examined.Slight differences in curing times and degree are observed for sample sites surrounding Greater Melbourne due to climatic differences across the region.Precipitation is regarded as an essential variable affecting curing degree and this relationship is evident for all five sample sites.Landsat 8 curing results are compared to both visual observations and destructive sampling,the most accurate method,for accuracy assessment.At 95%confidence level,Landsat 8 estimations are no different from destructive ground sampling estimations.Overall,this study validates the use of Landsat 8 data as an effective and accurate way for grassland curing monitoring.展开更多
Perinatal exposure to infection/inflammation is highly associated with neural injury,and subsequent impaired cortical growth,disturbances in neuronal connectivity,and impaired neurodevelopment.However,our understandin...Perinatal exposure to infection/inflammation is highly associated with neural injury,and subsequent impaired cortical growth,disturbances in neuronal connectivity,and impaired neurodevelopment.However,our understanding of the pathophysiological substrate underpinning these changes in brain structure and function is limited.The objective of this review is to summarize the growing evidence from animal trials and human cohort studies that suggest exposure to infection/inflammation during the perinatal period promotes regional impairments in neuronal maturation and function,including loss of high-frequency electroencephalographic activity,and reduced growth and arborization of cortical dendrites and dendritic spines resulting in reduced cortical volume.These inflammation-induced disturbances to neuronal structure and function are likely to underpin subsequent disturbances to cortical development and connectivity in fetuses and/or newborns exposed to infection/inflammation during the perinatal period,leading,in the long term,to impaired neurodevelopment.The combined use of early electroencephalography monitoring with neuroimaging techniques that enable detailed evaluation of brain microstructure,and the use of therapeutics that successfully target systemic and central nervous system inflammation could provide an effective strategy for early detection and therapeutic intervention.展开更多
Electrocatalytic CO_(2)reduction reaction(CO_(2)RR)into value-added products has been regarded as an effective way to achieve the goal of carbon neutrality.The intrinsic activity of electrocatalysts,as well as the rea...Electrocatalytic CO_(2)reduction reaction(CO_(2)RR)into value-added products has been regarded as an effective way to achieve the goal of carbon neutrality.The intrinsic activity of electrocatalysts,as well as the reaction microenvironment,play an important role in improving the conversion efficiency of CO_(2).Herein,we report an ionic liquidfunctionalized Au/Pd heterostructure as the electrocatalyst for CO_(2)RR via introducing 1-butyl-1-methylpyrrolidine bis(trifluoromethylsulfonyl)imide([BMPyrr][NTf_(2)])ionic liquid.Au nanoclusters are epitaxially confined on Pd nanosheets in heterostructure,resulting in abundant and well-defined heterointerfaces that work as highly active catalytic sites.Notably,the[BMPyrr][NTf_(2)]achieves charge redistribution at the Au-Pd heterointerfaces,which helps to stabilize*CO_(2)^(˙-)intermediate and further reduce the energy barrier of *COOH formation.Furthermore,the[BMPyrr][NTf_(2)]molecules with high CO_(2)adsorption ability is beneficial to construct a CO_(2)-rich reaction microenvironment at the gas-liquid-solid three-phase interface.The hybrid electrocatalyst exhibits greatly improved CO Faradaic efficiency in a broad potential range and CO partial current density.This work provides a novel strategy for designing robust CO_(2)RR electrocatalysts via ionic liquid-mediated surface modification.展开更多
Many researchers found high potential of adopting building photovoltaic(PV)systems in urban areas,especially on building rooftop,to improve the sustainability of urban environment.However,the optimal energy output per...Many researchers found high potential of adopting building photovoltaic(PV)systems in urban areas,especially on building rooftop,to improve the sustainability of urban environment.However,the optimal energy output performance and economic benefit of the PV system are affected by the usable roof area,PV array layout,and shading effect considering high city density.This study aims to understand the effects of these design parameters in the urban environment of rooftop PV's economic performance.This study carries out a case study in the urban area of Melbourne with 90 PV designs under three shading conditions to generate 270 scenarios.Through a lifecycle cost-benefit analysis,including net present value(NPV),NPV per kW,internal return rate(IRR),and payback year,the results can help in developing a comprehensive understanding of the economic performance of rooftop PV designs that cover most of the urban areas of Melbourne.The optimal PV design scenarios for the urban environment are identified,thereby providing investors and industry professionals with useful information on value-for-money PV design.Meanwhile,the maximum shading loss that makes the PV systems financially unfeasible is investigated,and design scenarios with greatest ability to sustain the shading effect are identified.This research can also support the policy makers'decision on the development and deployment of the roof PV systems in urban planning.展开更多
A range of brominated flame retardants(BFRs)have been incorporated into polymeric materials like plastics,electronic equipment,foams and textiles to prevent fires.The most common of these,polybrominated diphenyl ether...A range of brominated flame retardants(BFRs)have been incorporated into polymeric materials like plastics,electronic equipment,foams and textiles to prevent fires.The most common of these,polybrominated diphenyl ethers(PBDEs),have been subject to legislated bans and voluntary withdrawal by manufacturers in North America,Europe and Australia over the past decade due to long-range atmospheric transport,persistence in the environment,and toxicity.Evidence has shown that replacement novel brominated flame retardants(NBFRs)are released to the environment by the same mechanisms as PBDEs and share similar hazardous properties.The objective of the current research was to characterize soil contamination by NBFRs in the urban soils of Melbourne,Australia.A variety of industrial and nonindustrial land-uses were investigated with the secondary objective of determining likely point sources of pollution.Six NBFRs;pentabromotoluene(PBT),pentabromoethylbenzene(PBEB),hexabromobenzene(HBB),2-ethylhexyl-2,3,4,5-tetrabromobenzoate(EH-TBB),1,2-bis(2,4,6-tribromophenoxy)ethane(BTBPE)and decabromodiphenyl ethane(DBDPE)were measured in 30 soil samples using selective pressurized liquid extraction(S-PLE)and gas chromatography coupled to triple quadrupole mass spectrometry(GC-MS/MS).NBFRs were detected in 24/30 soil samples with S5NBFR concentrations ranging from nd-385 ng/g dw.HBB was the most frequently detected compound(14/30),while the highest concentrations were observed for DBDPE,followed by BTBPE.Electronic waste recycling and polymer manufacturing appear to be key contributors to NBFR soil contamination in the city of Melbourne.A significant positive correlation between S8PBDEs and S5NBFR soil concentrations was observed at waste disposal sites to suggest that both BFR classes are present in Melbourne's waste streams,while no association was determined among manufacturing sites.This research provides the first account of NBFRs in Australian soils and indicates that these emerging contaminants possess a similar potential to contaminate Melbourne soils as PBDEs.展开更多
Particle-fluid two-phase flows in rock fractures and fracture networks play a pivotal role in determining the efficiency and effectiveness of hydraulic fracturing operations,a vital component in unconventional oil and...Particle-fluid two-phase flows in rock fractures and fracture networks play a pivotal role in determining the efficiency and effectiveness of hydraulic fracturing operations,a vital component in unconventional oil and gas extraction.Central to this phenomenon is the transport of proppants,tiny solid particles injected into the fractures to prevent them from closing once the injection is stopped.However,effective transport and deposition of proppant is critical in keeping fracture pathways open,especially in lowpermeability reservoirs.This review explores,then quantifies,the important role of fluid inertia and turbulent flows in governing proppant transport.While traditional models predominantly assume and then characterise flow as laminar,this may not accurately capture the complexities inherent in realworld hydraulic fracturing and proppant emplacement.Recent investigations highlight the paramount importance of fluid inertia,especially at the high Reynolds numbers typically associated with fracturing operations.Fluid inertia,often overlooked,introduces crucial forces that influence particle settling velocities,particle-particle interactions,and the eventual deposition of proppants within fractures.With their inherent eddies and transient and chaotic nature,turbulent flows introduce additional complexities to proppant transport,crucially altering proppant settling velocities and dispersion patterns.The following comprehensive survey of experimental,numerical,and analytical studies elucidates controls on the intricate dynamics of proppant transport under fluid inertia and turbulence-towards providing a holistic understanding of the current state-of-the-art,guiding future research directions,and optimising hydraulic fracturing practices.展开更多
This paper provides a comprehensive review of various experimental methods used to study carbon corrosion in automotive polymer exchange membrane fuel cells.Quantifying the extent of carbon corrosion is essential for ...This paper provides a comprehensive review of various experimental methods used to study carbon corrosion in automotive polymer exchange membrane fuel cells.Quantifying the extent of carbon corrosion is essential for advancing the technology and implementing effective mitigation strategies.While studying degradation events directly within a real-world fuel cell vehicle offers the most reliable insights,the high costs and time demands make it necessary to develop specialised experimental techniques that provide high-resolution data more efficiently and cost-effectively.This review explores the various experimental approaches utilised in automotive application induced carbon corrosion studies globally,including load profiles,test setups,break-in procedures,and cell recovery protocols.In this paper,emphasis is placed on the standardised procedures proposed by leading institutions worldwide,accompanied by critical discussions on these protocols.Furthermore,the paper highlights modified or innovative procedures developed by smaller institutions,universities,and individual researchers,thereby offering a comprehensive overview essential for carbon corrosion analysis.The review also discusses the fundamental principles,benefits,and limitations of various procedures,offering guidance on selecting the most appropriate approach for a given study.Lastly,it addresses the limitations within the current body of literature and outlines potential future prospects.展开更多
Construction engineering and management(CEM)has become increasingly complicated with the increasing size of engineering projects under different construction environments,motivating the digital transformation of CEM.T...Construction engineering and management(CEM)has become increasingly complicated with the increasing size of engineering projects under different construction environments,motivating the digital transformation of CEM.To contribute to a better understanding of the state of the art of smart techniques for engineering projects,this paper provides a comprehensive review of multi-criteria decision-making(MCDM)techniques,intelligent techniques,and their applications in CEM.First,a comprehensive framework detailing smart technologies for construction projects is developed.Next,the characteristics of CEM are summarized.A bibliometric review is then conducted to investigate the keywords,journals,and clusters related to the application of smart techniques in CEM during 2000-2022.Recent advancements in intelligent techniques are also discussed under the following six topics:①big data technology;②computer vision;③speech recognition;④natural language processing;⑤machine learning;and⑥knowledge representation,understanding,and reasoning.The applications of smart techniques are then illustrated via underground space exploitation.Finally,future research directions for the sustainable development of smart construction are highlighted.展开更多
Magnesium(Mg)-based bioresorbable stents represent a potentially groundbreaking advancement in cardiovascular therapy;offering tem-porary vessel support and complete biodegradability—addressing limitations of traditi...Magnesium(Mg)-based bioresorbable stents represent a potentially groundbreaking advancement in cardiovascular therapy;offering tem-porary vessel support and complete biodegradability—addressing limitations of traditional stents like in-stent restenosis and long-term com-plications.However,challenges such as rapid corrosion and suboptimal endothelialisation have hindered their clinical adoption.This review highlights the latest breakthroughs in surface modification,alloying,and coating strategies to enhance the mechanical integrity,corrosion resistance,and biocompatibility of Mg-based stents.Key surface engineering techniques,including polymer and bioactive coatings,are ex-amined for their role in promoting endothelial healing and minimising inflammatory responses.Future directions are proposed,focusing on personalised stent designs to optimize efficacy and long-term outcomes,positioning Mg-based stents as a transformative solution in interventional cardiology.展开更多
Large solidification ranges and coarse columnar grains in the additively manufacturing of Al-Mg-Si alloys are normally involved in hot cracks during solidification.In this work,we develop novel crack-free Al-Mg_(2) Si...Large solidification ranges and coarse columnar grains in the additively manufacturing of Al-Mg-Si alloys are normally involved in hot cracks during solidification.In this work,we develop novel crack-free Al-Mg_(2) Si alloys fabricated by laser powder-bed fusion(L-PBF).The results indicate that the eutectic Mg_(2) Si phase possesses a strong ability to reduce crack susceptibility.It can enhance the grain growth restriction factor in the initial stage of solidification and promote eutectic filling in the terminal stage of solidifica-tion.The crack-free L-PBFed Al-x Mg_(2) Si alloys(x=6 wt.%,9 wt.%,and 12 wt.%)exhibit the combination of low crack susceptibility index(CSI),superior ability for liquid filling,and grain refinement.Particularly,the L-PBFed Al-9Mg_(2) Si alloy shows improved mechanical properties(e.g.yield strength of 397 MPa and elongation of 7.3%).However,the cracks are more likely to occur in the region near the columnar grain boundaries of the L-PBFed Al-3Mg_(2) Si alloy with a large solidification range and low eutectic content for liquid filling.Correspondingly,the L-PBFed Al-3Mg_(2) Si alloy shows poor bearing capacity of mechanical properties.The precise tuning of Mg_(2) Si eutectic content can offer an innovative strategy for eliminating cracks in additively manufactured Al-Mg-Si alloy.展开更多
When microdissection testicular sperm extraction(micro-TESE)fails,a redo procedure may be the only option for patients who want a biological child.However,there are many gaps of knowledge surrounding the procedure,whi...When microdissection testicular sperm extraction(micro-TESE)fails,a redo procedure may be the only option for patients who want a biological child.However,there are many gaps of knowledge surrounding the procedure,which need to be addressed to help clinicians and patients make informed decisions.This review explores redo micro-TESE in the context of nonobstructive azoospermia(NOA).Literature was searched using Google Scholar,Medline,and PubMed.Search terms were“NOA”AND“second microdissection testicular sperm extractions”AND“redo microdissection testicles sperm extraction”AND“repeat microdissection testicular sperm extractions”AND“failed microdissection testicular sperm extractions”AND“salvage microdissection testicular sperm extractions”.Only original articles in English were included.A total of nine articles were included,consisting of four retrospective and five prospective studies.The time gap between the first and second micro-TESE varied from 6 months to 24 months.Most of the included studies reported successful surgical sperm retrieval(SSR)in the second micro-TESE in the range of 10%–21%,except in one study where it reached 42%.It has not been presented any definitive information about the use of hormonal treatment or the benefit of varicocelectomy prior to the second micro-TESE.Patients with hypospermatogenesis and Klinefelter syndrome(KS)had the highest chance of success in redo surgery.In conclusion,redo micro-TESE following a negative procedure can lead to sperm recovery in 10%–21%.Patients with hypospermatogenesis and KS have a higher chance of success.There is no enough evidence to conclude which is the best hormonal stimulation if any before a redo surgery.展开更多
Perianal fistulising Crohn’s disease is a challenging complication that can affect up to 20%of patients with Crohn’s disease and is associated with significant morbidity.Despite advances in medical therapies,particu...Perianal fistulising Crohn’s disease is a challenging complication that can affect up to 20%of patients with Crohn’s disease and is associated with significant morbidity.Despite advances in medical therapies,particularly anti-tumor necrosis factor agents,the majority of patients still require surgical intervention.Accurate diagnosis and monitoring are essential to optimise outcomes and guide multidisciplinary management.Although clinical scoring systems such as the perianal disease activity index are widely used,their subjective application limits their reproducibility and reliability,underscoring the need for more objective methods of evaluating perianal fistulising Crohn’s disease activity.Imaging has thus become central to the objective assessment of perianal fistulising Crohn’s disease,with magnetic resonance imaging(MRI)recognised as the gold standard in view of its ability to provide clear,detailed images of the perianal region in a radiation-free manner.Guidelines also endorse the use of imaging modalities such as endoanal ultrasound and transperineal ultrasound as viable alternatives to MRI for the assessment of perianal fistulising Crohn’s disease in centres with appropriate expertise.This article aims to evaluate and compare the diagnostic accuracy and clinical utility of MRI,endoanal ultrasound,and transperineal ultrasound in the assessment of perianal fistulising Crohn’s disease,highlighting their respective strengths,limitations,and roles in clinical practice.展开更多
Nuclear factor Y is a ubiquitous heterotrimeric transcription factor complex conserved across eukaryotes that binds to CCAAT boxes,one of the most common motifs found in gene promoters and enhancers.Over the last 30 y...Nuclear factor Y is a ubiquitous heterotrimeric transcription factor complex conserved across eukaryotes that binds to CCAAT boxes,one of the most common motifs found in gene promoters and enhancers.Over the last 30 years,research has revealed that the nuclear factor Y complex controls many aspects of brain development,including differentiation,axon guidance,homeostasis,disease,and most recently regeneration.However,a complete understanding of transcriptional regulatory networks,including how the nuclear factor Y complex binds to specific CCAAT boxes to perform its function remains elusive.In this review,we explore the nuclear factor Y complex’s role and mode of action during brain development,as well as how genomic technologies may expand understanding of this key regulator of gene expression.展开更多
In recent decades,maternal–fetal medicine has undergone substantial advancements in the management of high-risk pregnancies.These include enhanced prenatal screening and diagnosis facilitated by innovations in ultras...In recent decades,maternal–fetal medicine has undergone substantial advancements in the management of high-risk pregnancies.These include enhanced prenatal screening and diagnosis facilitated by innovations in ultrasound imaging,as well as the advances in fetal medical and interventional therapies informed by the deeper understanding of pathophysiological mechanisms underlying fetal and maternal disease processes.展开更多
Soil moisture(SM)is a critical variable in terrestrial ecosystems,especially in arid and semi-arid areas where water sources are limited.Despite its importance,understanding the spatiotemporal variations and influenci...Soil moisture(SM)is a critical variable in terrestrial ecosystems,especially in arid and semi-arid areas where water sources are limited.Despite its importance,understanding the spatiotemporal variations and influencing factors of SM in these areas remains insufficient.This study investigated the spatiotemporal variations and influencing factors of SM in arid and semi-arid areas of China by utilizing the extended triple collation(ETC),Mann-Kendall test,Theil-Sen estimator,ridge regression analysis,and other relevant methods.The following findings were obtained:(1)at the pixel scale,the long-term monthly SM data from the European Space Agency Climate Change Initiative(ESA CCI)exhibited the highest correlation coefficient of 0.794 and the lowest root mean square error(RMSE)of 0.014 m^(3)/m^(3);(2)from 2000 to 2022,the study area experienced significant increase in annual average SM,with a rate of 0.408×10^(-3)m^(3)/(m^(3)•a).Moreover,higher altitudes showed a notable upward trend,with SM increasing rates at 0.210×10^(-3)m^(3)/(m^(3)•a)between 1000 and 2000 m,0.530×10^(-3)m^(3)/(m^(3)•a)between 2000 and 4000 m,and 0.760×10^(-3)m^(3)/(m^(3)•a)at altitudes above 4000 m;(3)land surface temperature(LST),root zone soil moisture(RSM)(10-40 cm depth),and normalized difference vegetation index(NDVI)were identified as the primary factors influencing annual average SM,which accounted for 34.37%,24.16%,and 22.64%relative contributions,respectively;and(4)absolute contribution of LST was more significant in subareas at higher altitudes,with average absolute contributions of 0.800×10^(-3)m^(3)/(m^(3)•a)between 2000 and 4000 m and 0.500×10^(-2) m^(3)/(m^(3)•a)above 4000 m.This study reveals the spatiotemporal variations and main influencing factors of SM in Chinese arid and semi-arid areas,highlighting the more pronounced absolute contribution of LST to SM in high-altitude areas,providing valuable insights for ecological research and water resource management in these areas.展开更多
基金Linking Health,Place and Urban Planning through the Australian Urban Observatory by Ian Potter Foundation,Australia.
文摘In the continually evolving landscape of data-driven methodologies addressing car crash patterns,a holistic analysis remains critical to decode the complex nuances of this phenomenon.This study bridges this knowledge gap with a robust examination of car crash occurrence dynamics and the influencing variables in the Greater Melbourne area,Australia.We employed a comprehensive multi-model machine learning and geospatial analytics approach,unveiling the complicated interactions intrinsic to vehicular incidents.By harnessing Random Forest with SHAP(Shapley Additive Explanations),GLR(Generalized Linear Regression),and GWR(Geographically Weighted Regression),our research not only highlighted pivotal contributing elements but also enriched our findings by capturing often overlooked complexities.Using the Random Forest model,essential factors were emphasized,and with the aid of SHAP,we accessed the interaction of these factors.To complement our methodology,we incorporated hexagonalized geographic units,refining the granularity of crash density evaluations.In our multi-model study of car crash dynamics in Greater Melbourne,road geometry emerged as a key factor,with intersections showing a significant positive correlation with crashes.The average land surface temperature had variable significance across scales.Socio-economically,regions with a higher proportion of childless populations were identified as more prone to accidents.Public transit usage displayed a strong positive association with crashes,especially in densely populated areas.The convergence of insights from both Generalized Linear Regression and Random Forest’s SHAP values offered a comprehensive understanding of underlying patterns,pinpointing high-risk zones and influential determinants.These findings offer pivotal insights for targeted safety interventions in Greater Melbourne,Australia.
文摘背景全科医学作为一种新兴医疗模式,强调以社区为基础的全面医疗服务,旨在提高医疗的可及性和效率。然而,尽管全科医学在提升基本医疗卫生服务能力中扮演关键角色,但全科医学研究仍处于发展滞后的状态,需要通过科学研究和社会支持来改善这一状况,并提高其学科地位。目的在研究人员、科研机构和学科整体三个自下而上的层级中,分层次地分析影响全科医学领域科研能力发展的因素。方法于2023年12月—2024年3月,本文采用范围综述方法,对中国知网、万方数据知识服务平台、PubMed、Web of Science数据库进行检索,并手动浏览国际全科医学科研和行业学会的信息发布平台,以及谷歌搜索引擎,收集2000—2023年发表的全科医学科研能力发展影响因素的相关文献,并通过手动检索补充灰色文献。通过两阶段的筛选,最终纳入相关文献,使用Excel进行数据整理,归类影响因素,并通过归纳性的主题分析法分析数据,最终以日冕图的形式展示研究结果。结果本研究最终纳入122篇文献,包括原创研究62篇、系统综述2篇、非原创论文54篇、灰色文献4篇,基于文献分析,共归纳出21项影响全科医学科研能力发展的因素。相关因素被分为个体(研究人员)、群体(机构)和整体(学科)三个层级。个体层面的因素涉及研究人员的科研知识和技能、申请资金的能力、对科研的兴趣和积极性、学习科研知识和发展科研合作的机遇、用于科研工作的时间以及科研和临床工作的结合情况;群体层面的因素涉及科研机构的科研人力、科研资源、科研环境、科研管理机制、科研培训能力、外部科研合作资源和机构管理者的重视程度;学科层面的因素则涉及学科的科研特点、核心的科研和协调机构、政府、学协会、学术期刊和国际合作者的外部影响,以及科研经费等方面。结论本研究综述了全球范围内关于全科医学科研能力发展的文献,识别出21个关键的影响因素。在我国的实际环境中,上述因素可能会集中表现为学科组织分散、总体资源有限、学科理论不清、社会认知不足等一系列相互影响的问题。这要求该领域的研究者更加主动地以学科核心理念为导向,对机构的科研绩效导向和管理机制,以及个人的科研领域和路径进行合理的调整和重塑,并增强对全科医生具有全科医学学科特色的科研理论、方法和能力的培养,以增强形成学科合力的基础。
文摘As one of the main components of Grassland Fire Danger Index,grassland curing degree provides crucial information for determining grassland fire danger.Accurate estimates of grassland curing are critical for determining grassland fire risk.This research focuses on the use of Landsat 8 to estimate grassland curing.Results demonstrate that Landsat 8 observations can be used to estimate curing percentages as assessed by visual and ground sampling measurements.Grassland interannual variability for the Greater Melbourne region using Landsat 8 imagery from 2013 to 2019 is examined.Slight differences in curing times and degree are observed for sample sites surrounding Greater Melbourne due to climatic differences across the region.Precipitation is regarded as an essential variable affecting curing degree and this relationship is evident for all five sample sites.Landsat 8 curing results are compared to both visual observations and destructive sampling,the most accurate method,for accuracy assessment.At 95%confidence level,Landsat 8 estimations are no different from destructive ground sampling estimations.Overall,this study validates the use of Landsat 8 data as an effective and accurate way for grassland curing monitoring.
基金supported by National Health and Medical Research Council of Australia(APP1090890 and APP1164954)Cerebral Palsy Alliance(ERG02123)the Victorian Government’s Operational Infrastructure Support Program。
文摘Perinatal exposure to infection/inflammation is highly associated with neural injury,and subsequent impaired cortical growth,disturbances in neuronal connectivity,and impaired neurodevelopment.However,our understanding of the pathophysiological substrate underpinning these changes in brain structure and function is limited.The objective of this review is to summarize the growing evidence from animal trials and human cohort studies that suggest exposure to infection/inflammation during the perinatal period promotes regional impairments in neuronal maturation and function,including loss of high-frequency electroencephalographic activity,and reduced growth and arborization of cortical dendrites and dendritic spines resulting in reduced cortical volume.These inflammation-induced disturbances to neuronal structure and function are likely to underpin subsequent disturbances to cortical development and connectivity in fetuses and/or newborns exposed to infection/inflammation during the perinatal period,leading,in the long term,to impaired neurodevelopment.The combined use of early electroencephalography monitoring with neuroimaging techniques that enable detailed evaluation of brain microstructure,and the use of therapeutics that successfully target systemic and central nervous system inflammation could provide an effective strategy for early detection and therapeutic intervention.
基金supported by the National Natural Science Foundation Joint Fund Project(No.U24A2042)Basic Research Foundation of Zhejiang Provincial Universities(No.G23224161033)the National Natural Science Foundation of China(Nos.52072342 and 52377216).
文摘Electrocatalytic CO_(2)reduction reaction(CO_(2)RR)into value-added products has been regarded as an effective way to achieve the goal of carbon neutrality.The intrinsic activity of electrocatalysts,as well as the reaction microenvironment,play an important role in improving the conversion efficiency of CO_(2).Herein,we report an ionic liquidfunctionalized Au/Pd heterostructure as the electrocatalyst for CO_(2)RR via introducing 1-butyl-1-methylpyrrolidine bis(trifluoromethylsulfonyl)imide([BMPyrr][NTf_(2)])ionic liquid.Au nanoclusters are epitaxially confined on Pd nanosheets in heterostructure,resulting in abundant and well-defined heterointerfaces that work as highly active catalytic sites.Notably,the[BMPyrr][NTf_(2)]achieves charge redistribution at the Au-Pd heterointerfaces,which helps to stabilize*CO_(2)^(˙-)intermediate and further reduce the energy barrier of *COOH formation.Furthermore,the[BMPyrr][NTf_(2)]molecules with high CO_(2)adsorption ability is beneficial to construct a CO_(2)-rich reaction microenvironment at the gas-liquid-solid three-phase interface.The hybrid electrocatalyst exhibits greatly improved CO Faradaic efficiency in a broad potential range and CO partial current density.This work provides a novel strategy for designing robust CO_(2)RR electrocatalysts via ionic liquid-mediated surface modification.
文摘Many researchers found high potential of adopting building photovoltaic(PV)systems in urban areas,especially on building rooftop,to improve the sustainability of urban environment.However,the optimal energy output performance and economic benefit of the PV system are affected by the usable roof area,PV array layout,and shading effect considering high city density.This study aims to understand the effects of these design parameters in the urban environment of rooftop PV's economic performance.This study carries out a case study in the urban area of Melbourne with 90 PV designs under three shading conditions to generate 270 scenarios.Through a lifecycle cost-benefit analysis,including net present value(NPV),NPV per kW,internal return rate(IRR),and payback year,the results can help in developing a comprehensive understanding of the economic performance of rooftop PV designs that cover most of the urban areas of Melbourne.The optimal PV design scenarios for the urban environment are identified,thereby providing investors and industry professionals with useful information on value-for-money PV design.Meanwhile,the maximum shading loss that makes the PV systems financially unfeasible is investigated,and design scenarios with greatest ability to sustain the shading effect are identified.This research can also support the policy makers'decision on the development and deployment of the roof PV systems in urban planning.
文摘A range of brominated flame retardants(BFRs)have been incorporated into polymeric materials like plastics,electronic equipment,foams and textiles to prevent fires.The most common of these,polybrominated diphenyl ethers(PBDEs),have been subject to legislated bans and voluntary withdrawal by manufacturers in North America,Europe and Australia over the past decade due to long-range atmospheric transport,persistence in the environment,and toxicity.Evidence has shown that replacement novel brominated flame retardants(NBFRs)are released to the environment by the same mechanisms as PBDEs and share similar hazardous properties.The objective of the current research was to characterize soil contamination by NBFRs in the urban soils of Melbourne,Australia.A variety of industrial and nonindustrial land-uses were investigated with the secondary objective of determining likely point sources of pollution.Six NBFRs;pentabromotoluene(PBT),pentabromoethylbenzene(PBEB),hexabromobenzene(HBB),2-ethylhexyl-2,3,4,5-tetrabromobenzoate(EH-TBB),1,2-bis(2,4,6-tribromophenoxy)ethane(BTBPE)and decabromodiphenyl ethane(DBDPE)were measured in 30 soil samples using selective pressurized liquid extraction(S-PLE)and gas chromatography coupled to triple quadrupole mass spectrometry(GC-MS/MS).NBFRs were detected in 24/30 soil samples with S5NBFR concentrations ranging from nd-385 ng/g dw.HBB was the most frequently detected compound(14/30),while the highest concentrations were observed for DBDPE,followed by BTBPE.Electronic waste recycling and polymer manufacturing appear to be key contributors to NBFR soil contamination in the city of Melbourne.A significant positive correlation between S8PBDEs and S5NBFR soil concentrations was observed at waste disposal sites to suggest that both BFR classes are present in Melbourne's waste streams,while no association was determined among manufacturing sites.This research provides the first account of NBFRs in Australian soils and indicates that these emerging contaminants possess a similar potential to contaminate Melbourne soils as PBDEs.
基金the Australian Research Council Discovery Project(ARC DP 220100851)scheme and would acknowledge that.
文摘Particle-fluid two-phase flows in rock fractures and fracture networks play a pivotal role in determining the efficiency and effectiveness of hydraulic fracturing operations,a vital component in unconventional oil and gas extraction.Central to this phenomenon is the transport of proppants,tiny solid particles injected into the fractures to prevent them from closing once the injection is stopped.However,effective transport and deposition of proppant is critical in keeping fracture pathways open,especially in lowpermeability reservoirs.This review explores,then quantifies,the important role of fluid inertia and turbulent flows in governing proppant transport.While traditional models predominantly assume and then characterise flow as laminar,this may not accurately capture the complexities inherent in realworld hydraulic fracturing and proppant emplacement.Recent investigations highlight the paramount importance of fluid inertia,especially at the high Reynolds numbers typically associated with fracturing operations.Fluid inertia,often overlooked,introduces crucial forces that influence particle settling velocities,particle-particle interactions,and the eventual deposition of proppants within fractures.With their inherent eddies and transient and chaotic nature,turbulent flows introduce additional complexities to proppant transport,crucially altering proppant settling velocities and dispersion patterns.The following comprehensive survey of experimental,numerical,and analytical studies elucidates controls on the intricate dynamics of proppant transport under fluid inertia and turbulence-towards providing a holistic understanding of the current state-of-the-art,guiding future research directions,and optimising hydraulic fracturing practices.
文摘This paper provides a comprehensive review of various experimental methods used to study carbon corrosion in automotive polymer exchange membrane fuel cells.Quantifying the extent of carbon corrosion is essential for advancing the technology and implementing effective mitigation strategies.While studying degradation events directly within a real-world fuel cell vehicle offers the most reliable insights,the high costs and time demands make it necessary to develop specialised experimental techniques that provide high-resolution data more efficiently and cost-effectively.This review explores the various experimental approaches utilised in automotive application induced carbon corrosion studies globally,including load profiles,test setups,break-in procedures,and cell recovery protocols.In this paper,emphasis is placed on the standardised procedures proposed by leading institutions worldwide,accompanied by critical discussions on these protocols.Furthermore,the paper highlights modified or innovative procedures developed by smaller institutions,universities,and individual researchers,thereby offering a comprehensive overview essential for carbon corrosion analysis.The review also discusses the fundamental principles,benefits,and limitations of various procedures,offering guidance on selecting the most appropriate approach for a given study.Lastly,it addresses the limitations within the current body of literature and outlines potential future prospects.
基金funded by the project of Guangdong Provincial Basic and Applied Basic Research Fund Committee(2022A1515240073)the Pearl River Talent Recruitment Program(2019CX01G338),Guangdong Province.
文摘Construction engineering and management(CEM)has become increasingly complicated with the increasing size of engineering projects under different construction environments,motivating the digital transformation of CEM.To contribute to a better understanding of the state of the art of smart techniques for engineering projects,this paper provides a comprehensive review of multi-criteria decision-making(MCDM)techniques,intelligent techniques,and their applications in CEM.First,a comprehensive framework detailing smart technologies for construction projects is developed.Next,the characteristics of CEM are summarized.A bibliometric review is then conducted to investigate the keywords,journals,and clusters related to the application of smart techniques in CEM during 2000-2022.Recent advancements in intelligent techniques are also discussed under the following six topics:①big data technology;②computer vision;③speech recognition;④natural language processing;⑤machine learning;and⑥knowledge representation,understanding,and reasoning.The applications of smart techniques are then illustrated via underground space exploitation.Finally,future research directions for the sustainable development of smart construction are highlighted.
文摘Magnesium(Mg)-based bioresorbable stents represent a potentially groundbreaking advancement in cardiovascular therapy;offering tem-porary vessel support and complete biodegradability—addressing limitations of traditional stents like in-stent restenosis and long-term com-plications.However,challenges such as rapid corrosion and suboptimal endothelialisation have hindered their clinical adoption.This review highlights the latest breakthroughs in surface modification,alloying,and coating strategies to enhance the mechanical integrity,corrosion resistance,and biocompatibility of Mg-based stents.Key surface engineering techniques,including polymer and bioactive coatings,are ex-amined for their role in promoting endothelial healing and minimising inflammatory responses.Future directions are proposed,focusing on personalised stent designs to optimize efficacy and long-term outcomes,positioning Mg-based stents as a transformative solution in interventional cardiology.
基金financially supported by the National Natural Science Foundation of China(Grant No.52071343)the Leading Innovation and Entrepreneurship Team of Zhejiang Province-Automotive Light Alloy Innovation Team(No.2022R01018).
文摘Large solidification ranges and coarse columnar grains in the additively manufacturing of Al-Mg-Si alloys are normally involved in hot cracks during solidification.In this work,we develop novel crack-free Al-Mg_(2) Si alloys fabricated by laser powder-bed fusion(L-PBF).The results indicate that the eutectic Mg_(2) Si phase possesses a strong ability to reduce crack susceptibility.It can enhance the grain growth restriction factor in the initial stage of solidification and promote eutectic filling in the terminal stage of solidifica-tion.The crack-free L-PBFed Al-x Mg_(2) Si alloys(x=6 wt.%,9 wt.%,and 12 wt.%)exhibit the combination of low crack susceptibility index(CSI),superior ability for liquid filling,and grain refinement.Particularly,the L-PBFed Al-9Mg_(2) Si alloy shows improved mechanical properties(e.g.yield strength of 397 MPa and elongation of 7.3%).However,the cracks are more likely to occur in the region near the columnar grain boundaries of the L-PBFed Al-3Mg_(2) Si alloy with a large solidification range and low eutectic content for liquid filling.Correspondingly,the L-PBFed Al-3Mg_(2) Si alloy shows poor bearing capacity of mechanical properties.The precise tuning of Mg_(2) Si eutectic content can offer an innovative strategy for eliminating cracks in additively manufactured Al-Mg-Si alloy.
文摘When microdissection testicular sperm extraction(micro-TESE)fails,a redo procedure may be the only option for patients who want a biological child.However,there are many gaps of knowledge surrounding the procedure,which need to be addressed to help clinicians and patients make informed decisions.This review explores redo micro-TESE in the context of nonobstructive azoospermia(NOA).Literature was searched using Google Scholar,Medline,and PubMed.Search terms were“NOA”AND“second microdissection testicular sperm extractions”AND“redo microdissection testicles sperm extraction”AND“repeat microdissection testicular sperm extractions”AND“failed microdissection testicular sperm extractions”AND“salvage microdissection testicular sperm extractions”.Only original articles in English were included.A total of nine articles were included,consisting of four retrospective and five prospective studies.The time gap between the first and second micro-TESE varied from 6 months to 24 months.Most of the included studies reported successful surgical sperm retrieval(SSR)in the second micro-TESE in the range of 10%–21%,except in one study where it reached 42%.It has not been presented any definitive information about the use of hormonal treatment or the benefit of varicocelectomy prior to the second micro-TESE.Patients with hypospermatogenesis and Klinefelter syndrome(KS)had the highest chance of success in redo surgery.In conclusion,redo micro-TESE following a negative procedure can lead to sperm recovery in 10%–21%.Patients with hypospermatogenesis and KS have a higher chance of success.There is no enough evidence to conclude which is the best hormonal stimulation if any before a redo surgery.
文摘Perianal fistulising Crohn’s disease is a challenging complication that can affect up to 20%of patients with Crohn’s disease and is associated with significant morbidity.Despite advances in medical therapies,particularly anti-tumor necrosis factor agents,the majority of patients still require surgical intervention.Accurate diagnosis and monitoring are essential to optimise outcomes and guide multidisciplinary management.Although clinical scoring systems such as the perianal disease activity index are widely used,their subjective application limits their reproducibility and reliability,underscoring the need for more objective methods of evaluating perianal fistulising Crohn’s disease activity.Imaging has thus become central to the objective assessment of perianal fistulising Crohn’s disease,with magnetic resonance imaging(MRI)recognised as the gold standard in view of its ability to provide clear,detailed images of the perianal region in a radiation-free manner.Guidelines also endorse the use of imaging modalities such as endoanal ultrasound and transperineal ultrasound as viable alternatives to MRI for the assessment of perianal fistulising Crohn’s disease in centres with appropriate expertise.This article aims to evaluate and compare the diagnostic accuracy and clinical utility of MRI,endoanal ultrasound,and transperineal ultrasound in the assessment of perianal fistulising Crohn’s disease,highlighting their respective strengths,limitations,and roles in clinical practice.
基金supported by National Health and Medical Research Council GNT1105374,GNT1137645,GNT2000766 and veski Innovation Fellowship(VIF23)to RP.
文摘Nuclear factor Y is a ubiquitous heterotrimeric transcription factor complex conserved across eukaryotes that binds to CCAAT boxes,one of the most common motifs found in gene promoters and enhancers.Over the last 30 years,research has revealed that the nuclear factor Y complex controls many aspects of brain development,including differentiation,axon guidance,homeostasis,disease,and most recently regeneration.However,a complete understanding of transcriptional regulatory networks,including how the nuclear factor Y complex binds to specific CCAAT boxes to perform its function remains elusive.In this review,we explore the nuclear factor Y complex’s role and mode of action during brain development,as well as how genomic technologies may expand understanding of this key regulator of gene expression.
文摘In recent decades,maternal–fetal medicine has undergone substantial advancements in the management of high-risk pregnancies.These include enhanced prenatal screening and diagnosis facilitated by innovations in ultrasound imaging,as well as the advances in fetal medical and interventional therapies informed by the deeper understanding of pathophysiological mechanisms underlying fetal and maternal disease processes.
基金supported by the Natural Science Foundation of Henan Province(252300421290)the National Natural Science Foundation of China(41771438)+1 种基金the Program for Innovative Research Team(in Science and Technology)of Henan University(22IRTSTHN010)the Postgraduate Education Reform and Quality Improvement Project of Henan Province(HNYJS2020JD14).
文摘Soil moisture(SM)is a critical variable in terrestrial ecosystems,especially in arid and semi-arid areas where water sources are limited.Despite its importance,understanding the spatiotemporal variations and influencing factors of SM in these areas remains insufficient.This study investigated the spatiotemporal variations and influencing factors of SM in arid and semi-arid areas of China by utilizing the extended triple collation(ETC),Mann-Kendall test,Theil-Sen estimator,ridge regression analysis,and other relevant methods.The following findings were obtained:(1)at the pixel scale,the long-term monthly SM data from the European Space Agency Climate Change Initiative(ESA CCI)exhibited the highest correlation coefficient of 0.794 and the lowest root mean square error(RMSE)of 0.014 m^(3)/m^(3);(2)from 2000 to 2022,the study area experienced significant increase in annual average SM,with a rate of 0.408×10^(-3)m^(3)/(m^(3)•a).Moreover,higher altitudes showed a notable upward trend,with SM increasing rates at 0.210×10^(-3)m^(3)/(m^(3)•a)between 1000 and 2000 m,0.530×10^(-3)m^(3)/(m^(3)•a)between 2000 and 4000 m,and 0.760×10^(-3)m^(3)/(m^(3)•a)at altitudes above 4000 m;(3)land surface temperature(LST),root zone soil moisture(RSM)(10-40 cm depth),and normalized difference vegetation index(NDVI)were identified as the primary factors influencing annual average SM,which accounted for 34.37%,24.16%,and 22.64%relative contributions,respectively;and(4)absolute contribution of LST was more significant in subareas at higher altitudes,with average absolute contributions of 0.800×10^(-3)m^(3)/(m^(3)•a)between 2000 and 4000 m and 0.500×10^(-2) m^(3)/(m^(3)•a)above 4000 m.This study reveals the spatiotemporal variations and main influencing factors of SM in Chinese arid and semi-arid areas,highlighting the more pronounced absolute contribution of LST to SM in high-altitude areas,providing valuable insights for ecological research and water resource management in these areas.
