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Off-label use of treprostinil in adult patients in clinical cases
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作者 Christina Mouratidou Efstathios T Pavlidis +6 位作者 Georgios Katsanos Serafeim-Chrysovalantis Kotoulas Georgios Tsoulfas Eleni Mouloudi Ioannis A Taitzoglou Ioannis N Galanis Theodoros E Pavlidis 《World Journal of Clinical Cases》 2025年第23期1-9,共9页
Treprostinil is a relatively new tricyclic prostacyclin analog with a stable str-ucture,extended half-life and improved potency.Currently,treprostinil is indicated by the Food and Drug Administration in the United Sta... Treprostinil is a relatively new tricyclic prostacyclin analog with a stable str-ucture,extended half-life and improved potency.Currently,treprostinil is indicated by the Food and Drug Administration in the United States for the treatment of pulmonary arterial hypertension(group 1 in the pulmonary hy-pertension classification of the World Health Organization).It has a potent vasodilating effect along with the inhibition of platelet aggregation and the attenuation of the inflammatory response in pulmonary and systemic circulation.It is available in the following formulations:Subcutaneous,intravenous,inhaled and oral.Although unknown to many clinicians,several encouraging reports of off-label treprostinil use in the adult population suggest its potential effectiveness in other clinical conditions.Currently under investigation are digital ischemia secondary to systemic sclerosis,chronic limb ischemia,hepatic ischemia-reper-fusion injury and group 3 and 4 pulmonary hypertension.Based on review and analysis of the available literature,this article provides a thorough update on the off-label use of treprostinil in adult patients. 展开更多
关键词 TREPROSTINIL off-label use Pulmonary hypertension Digital ischemia Chronic limb ischemia Hepatic ischemia-reperfusion injury
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Antibiotic Use in a Cohort of Extremely Low Birth Weight Neonates: Focus on Off-Label Uses and Prescription Behaviour
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作者 Laura Cuzzolin Rocco Agostino 《Pharmacology & Pharmacy》 2018年第9期382-394,共13页
Aim: To analyse antibiotic prescriptions in a cohort of extremely low birth weight neonates admitted to Italian level III Neonatal intensive Care Units. Methods: An online questionnaire was used to collect detailed in... Aim: To analyse antibiotic prescriptions in a cohort of extremely low birth weight neonates admitted to Italian level III Neonatal intensive Care Units. Methods: An online questionnaire was used to collect detailed information for each newborn. Antibiotic prescriptions were classified about their license status and compared with British National Formulary for Children (BNFC) and with a practical guide prepared by the Italian Society of Neonatology (ISN). Results: During the study period (May-July 2014) among 93 neonates admitted to 30 Italian Neonatal intensive Care Units, 56 (60%) received at least an antibiotic (92 prescriptions in total). Ampicillin, gentamicin and vancomycin were the antibiotics most commonly used for the prevention/treatment of bacterial infections. 56/92 antibiotic prescriptions (61%) resulted off-label mainly as regards dosing frequency, while 13 prescriptions (14%) regarded antibiotics used in absence of specific indication for newborns (meropenem, imipenem, piperacillin/tazobactam, clindamycin, clarithromycin). 50/56 neonates (89.3%) received at least one off-label antibiotic prescription. Differences have been observed in dosing regimens between current study and recommendations contained in BNFC, while prescriptions adhered more frequently to ISN indications. Conclusions: Our results confirm the high prevalence of off-label antibiotic use in ELBW neonates and underline a better adherence to indications based on clinical practice. 展开更多
关键词 ANTIBIOTICS ELBW NEONATES off-label use Variability
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Off-label use of targeted therapies in oncology
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作者 Dominique Levêque 《World Journal of Clinical Oncology》 2016年第2期253-257,共5页
Off-label use is defined by the prescription of a marketed drug outside the conditions described in the summary of product characteristics.In oncology,off-label prescribing of targeted therapies may occur in patients ... Off-label use is defined by the prescription of a marketed drug outside the conditions described in the summary of product characteristics.In oncology,off-label prescribing of targeted therapies may occur in patients with other tumor types expressing the same target.Agents associated to phenotypic approaches such as therapies against the tumoral vasculature(anti-angiogenic drugs) and new immunotherapies(checkpoint inhibitors) also carry the potential of alternative indications or combinations.Off-label use of targeted therapies is little documented and appears to be in the same range than that regarding older drugs with wide variations among agents.When compared with older agents,off-label use of targeted therapies is probably more rational through tumoral genotyping but is faced with a limited clinical support,reimbursement challenges related to the very high pricing and the cost of genotyping or molecular profiling,when applicable. 展开更多
关键词 Targeted therapy Monoclonal antibody off-label anticancer drug use REIMBURSEMENT Enzyme inhibitor
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Questions and answers regarding fair use of translated scales
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《International Journal of Nursing Sciences》 2026年第1期76-76,共1页
问:如果想翻译国外作者研制的量表,需要得到其授权吗?答:翻译国外作者研制的量表,必须得到源量表作者的书面授权。问:如果在研究中计划使用中国作者翻译的量表,需要获得授权吗?答:应同时获得源量表作者和翻译量表作者的书面许可使用授... 问:如果想翻译国外作者研制的量表,需要得到其授权吗?答:翻译国外作者研制的量表,必须得到源量表作者的书面授权。问:如果在研究中计划使用中国作者翻译的量表,需要获得授权吗?答:应同时获得源量表作者和翻译量表作者的书面许可使用授权文件。 展开更多
关键词 fair use translated scales
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Does the adoption of direct-seeded rice affect pesticide use?Evidence from China
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作者 Chao Zhang Shanshan Li +1 位作者 Fan Yang Ruifa Hu 《Journal of Integrative Agriculture》 2026年第1期366-376,共11页
In China,farmers have increasingly adopted direct-seeded rice(DSR).While various impacts of DSR have been studied,limited evidence exists regarding the effect of DSR adoption on pesticide use.This study examines the i... In China,farmers have increasingly adopted direct-seeded rice(DSR).While various impacts of DSR have been studied,limited evidence exists regarding the effect of DSR adoption on pesticide use.This study examines the impact of DSR adoption on pesticide use utilizing data from a 2018 survey of 982 rice farmers in China's Yangtze River Basin.The endogenous treatment-regression and switching regression models are employed to address self-selection bias.The results indicate that,after accounting for self-selection,DSR adopters spend 401.72 CNY ha^(-1) more on pesticides compared to non-adopters.Although DSR adoption significantly increases the use of insecticides,fungicides and herbicides,its impact is most pronounced for insecticide expenditure and least pronounced for herbicide expenditure.The findings remain robust when altering the dependent variable,truncating the research sample,and modifying the estimation method.Heterogeneous analysis reveals that DSR adoption has a stronger positive impact on pesticide expenditure among farmers below 60 years of age,with at least 6 years of education,and managing rice sown areas less than 2 ha.Based on these findings,this study recommends enhancing complementary techniques for DSR,improving the dissemination of DSR cultivation technologies,and strengthening socialized services.This research provides a comprehensive assessment of DSR's advantages and disadvantages,particularly regarding pesticide use,offering important policy implications for pesticide reduction. 展开更多
关键词 direct-seeded rice pesticide use self-selection issue labor-saving technology China
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Exploring the Framework of Online Music Use for Motivation of Studies and Gratification Needs for Students’Well-Being
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作者 Muhammad Ali Malik Koo Ah Choo +4 位作者 Hawa Rahmat Elyna Amir Sharji Teoh Sian Hoon Sabariah Eni Lim Kok Yoong 《International Journal of Mental Health Promotion》 2026年第1期149-167,共19页
Background:Music has proven to be vital in enhancing resilience and promotingwell-being.Previously,the impact of music in sports environments was solely investigated,while this paper applies it to study environments,s... Background:Music has proven to be vital in enhancing resilience and promotingwell-being.Previously,the impact of music in sports environments was solely investigated,while this paper applies it to study environments,standing out as pioneering research.The study consists of a systematic development of a conceptual framework based on theories of Uses and Gratification Expectancy(UGE)and perceived motivation based on music elements.Their components are observed variables influencing students’psychological well-being(as the dependent variable).Resilience is examined as a mediator,influencing the relationships of both observed and dependent variables.The main purpose of this study is to highlight the positive effects of online music consumption on the psychological well-being of students.Methods:Semi-structured qualitative interviews were conducted with eighteen final year creative multimedia undergraduate students belonging to five central region Malaysian universities,especially on their UGE needs,and a similar concept survey instrument with two hundred participants.The interview data were analysed through thematic analysis,while the survey data through descriptive and Partial Least Squares Structural Equation Modeling(PLS-SEM).Results:The results highlight that students gain motivation from online music,which positively affects their psychological well-being(β=0.190,p=0.003,f^(2)=0.037),while resilience significantly affects this relationship(β=0.562,p<0.001,f^(2)=0.461).However,the results also predict a partial relationship between constructs based on UGE with psychological well-being,mediated by resilience,i.e.,AT-UGE(β=0.021,p=0.783,f^(2)=0.000),SIPI-UGE(β=0.228,p=0.004,f^(2)=0.044).Conclusion:The outcome of the study reflected practical,meaningful,and statistically significant results.The majority of the predictors,with the exception of one,i.e.,AT-UGE,displayed a clear positive relation of online music consumption on the Psychological Well-being of students.Future research will explore varying contextual factors impacting online music-related gratifications,motivations,and resilience,along with additional potential mediators and moderators. 展开更多
关键词 Online music uses and gratification expectancy perceived motivation resilience WELL-BEING
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A comprehensive review of remaining useful life prediction methods for lithium-ion batteries:Models,trends,and engineering applications
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作者 Yang Li Haotian Shi +5 位作者 Shunli Wang Qi Huang Chunmei Liu Shiliang Nie Xianyi Jia Tao Luo 《Journal of Energy Chemistry》 2026年第1期384-414,I0009,共32页
Under complex working conditions,accurate prediction of the remaining useful life(RUL)of lithium-ion batteries is of great significance to ensure the stable operation of energy storage systems,the safe driving of elec... Under complex working conditions,accurate prediction of the remaining useful life(RUL)of lithium-ion batteries is of great significance to ensure the stable operation of energy storage systems,the safe driving of electric vehicles,and the continuous power supply of electronic devices.This paper systematically describes the RUL prediction methods of lithium-ion batteries and comprehensively summarizes the development status and future trends in this field.First,the battery degradation mechanisms and lightweight data acquisition are analyzed.Secondly,a systematic classification model is constructed for the more widely used lithium battery RUL prediction methods,and the application characteristics and implementation limitations of different methods are analyzed in detail.An innovative classification framework for hybrid methods is proposed based on the depth of physical-data interaction.Then,collaborative modelling of calendar ageing and cyclic ageing is discussed,revealing their coupled effects and corresponding RUL prediction methods.Finally,the technical bottlenecks faced by the current RUL prediction of lithium batteries are identified,potential solutions are proposed,and the future development trends are outlined. 展开更多
关键词 Lithium-ion batteries Remaining useful life Model-driven approach Data-driven approach Hybrid approach
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Spatio-temporal impacts of land use patterns on habitat quality:A multi-scenario development analysis
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作者 GUO Yue ZHANG Yubo WEN Changji 《智能化农业装备学报(中英文)》 2026年第1期178-189,共12页
As a tropical island confronting the dual imperatives of tourism-driven economic growth and ecological vulnerability,Hainan's land-use sustainability critically impacts both regional development and coastal ecosys... As a tropical island confronting the dual imperatives of tourism-driven economic growth and ecological vulnerability,Hainan's land-use sustainability critically impacts both regional development and coastal ecosystem security.This study employs a coupled PLUS-InVEST modeling framework to analyze land-use changes and habitat quality dynamics from 2000 to 2020,projecting ecological outcomes under three development scenarios for 2030.Key findings reveal:(1)A persistent bimodal habitat distribution pattern,with high-quality areas concentrated in the central forest zone and degraded areas in coastal peripheries,exhibiting a continuous decline over the 20-year period.(2)Accelerated urbanization between 2010 and 2020 resulted in the conversion of ecological land to construction use,correlating strongly with habitat fragmentation intensity.(3)Baseline projections for 2030 indicate that construction land will dominate new conversions.(4)Ecological protection scenarios demonstrate recoverable habitat potentials,particularly within coastal buffer zones.These findings provide empirical validation of scenario-driven land-use planning as a viable tool for island ecosystems,highlighting the critical need to balance tourism infrastructure development with coastal conservation imperatives in tropical island sustainability management.This methodology advances spatial decision-making for balancing island economic growth with biodiversity preservation,offering replicable strategies for global island ecosystems facing similar sustainability challenges. 展开更多
关键词 land use change habitat quality InVEST model PLUS model multi-scenario prediction
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Effects of land use type on soil organic carbon in different soil types
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作者 Shunjie Zhu Liangliang Xu +5 位作者 Chengzhong He Yongxing Guo Changqun Duan Xin Jiang Shiyu Li Hailong Yu 《Journal of Integrative Agriculture》 2026年第2期540-552,共13页
Soil organic carbon(SOC)dynamics significantly influence ecosystem carbon source-sink balance,particularly in agroecosystems.However,uncertainty remains regarding optimal land use types for maximizing farmland carbon ... Soil organic carbon(SOC)dynamics significantly influence ecosystem carbon source-sink balance,particularly in agroecosystems.However,uncertainty remains regarding optimal land use types for maximizing farmland carbon storage across different soil types,and identifying effective land management practices for enhanced carbon accumulation is essential for reducing agricultural emissions and strengthening carbon sinks.This study examined SOC variations in eastern Yunnan’s subtropical highlands(2,132 sites),analyzing topsoil(0–20 cm)across five land uses(dryland,irrigated land,forestland,grassland and plantation)of five soil types(red,yellow,yellowbrown,brown,purple).The investigation explored relationships between SOC and edaphic factors(26 elements)to determine SOC influencing factors.The study area demonstrated a mean SOC content of 27.78 g kg^(–1),with distinct spatial heterogeneity characterized by lower values in the southwestern sector and higher concentrations in the northeastern region.Brown soils displayed the highest SOC content(P<0.05),followed by yellow-brown then red,yellow,and purple soils.Irrigation significantly enhanced SOC storage,particularly in brown soils where irrigated land contained 2.2-,2.4-,and 1.6-times higher SOC than forestland,grassland,and dryland,respectively.Similar irrigation benefits occurred in purple,yellow,and yellow-brown soils,indicating moisture limitation as the primary SOC constraint.Notably,SOC exhibited strong positive correlations with nitrogen,sulfur,and selenium.Nitrogen fertilization demonstrated dual benefits:enhancing SOC sequestration and promoting Se enrichment in crops,potentially supporting specialty agriculture.Although land use impacts on SOC varied across soil types(P>0.05),irrigation consistently emerged as the optimal management for carbon sink enhancement.These findings suggest that targeted water management could effectively reduce farmland carbon emissions in moisture-limited subtropical highlands.Strategic nitrogen application offers co-benefits for soil fertility and selenium biofortification,providing practical pathways for climate-smart agriculture in similar ecoregions. 展开更多
关键词 soil organic carbon soil type land use type carbon storage AGROECOSYSTEMS
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Land use type shapes carbon pathways in Tibetan alpine ecosystems:Characterization of ^(13)C abundance in aggregates and density fractions
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作者 Xin Wan Dangjun Wang +7 位作者 Junya Li Shuaiwen Zhang Linyang Li Minghui He Zhiguo Li Hao Jiang Peng Chen Yi Liu 《Journal of Integrative Agriculture》 2026年第2期448-459,共12页
Insight into the carbon turnover in soil aggregates and density fractions is essential for reducing the uncertainty in estimating carbon pools on the Tibetan Plateau,and how they vary with land use type is unclear.In ... Insight into the carbon turnover in soil aggregates and density fractions is essential for reducing the uncertainty in estimating carbon pools on the Tibetan Plateau,and how they vary with land use type is unclear.In this study,the effect of land use type on carbon storage and fractionation was quantified based on organic carbon and its ^(13)C abundance at the microscale of soil aggregates and density fractions in Tibetan alpine ecosystems.The sequence of soil aggregate destruction in the land use types of plantation(13.1%)<shrubland(32.7%)<grassland(47.9%)<farmland(61.8%)shows that plantations strengthen the soil structure.Plantation land had a greater contribution of light fraction organic carbon(28.3%)but a lower contribution of mineral-associated organic carbon(40.6%)to the carbon stock compared to farmland(13.5 and 70.3%).Interestingly,plantation land enhanced the aggregational differentiation of organic carbon and ^(13)C in each density fraction,whereas no such phenomenon existed in the soil organic carbon.Carbon isotope analyses revealed that carbon transfer in the plantation land occurred from the light fraction in macroaggregates(–24.9‰)to the mineral-associated fraction in microaggregates(–19.9‰).When compared to the other three land use types,the low transferability of carbon in aggregates and density fractions in plantation land provides a stable carbon pool for the Tibetan Plateau.This study shows that plantations can mitigate global climate change by slowing carbon transfer and increasing carbon storage at the microscale of aggregates and density fractions in alpine regions. 展开更多
关键词 land use type soil aggregate density fractions carbon transfer Tibetan Plateau
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Projection and reclassification of land use types in Lanzhou,Northwest China
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作者 ZHU Rong JIANG Youyan LEI Runzhi 《Journal of Arid Land》 2026年第1期17-33,共17页
Land use in arid and semi-arid regions has a substantial effect on climate,environment,and biodiversity,thereby projecting the spatiotemporal changes in land use and the subsequent effects.This study employed the loca... Land use in arid and semi-arid regions has a substantial effect on climate,environment,and biodiversity,thereby projecting the spatiotemporal changes in land use and the subsequent effects.This study employed the locally calibrated Future Land Use Simulation(FLUS)model,which coupled system dynamics with cellular automata and integrated an artificial neural network algorithm and a roulette wheel selection mechanism.We projected future land use(2020–2100)dynamics of Lanzhou,a typical river valley city in Northwest China,under three different Shared Socioeconomic Pathway(SSP)scenarios(SSP1-2.6,SSP2-4.5,and SSP5-8.5).The simulation results were validated and subsequently reclassified using the International Geosphere Biosphere Programme(IGBP)system to produce a dataset suitable for driving climatic and environmental models.Under the SSP1-2.6 scenario,urban and built-up land expanded consistently,whereas irrigated cropland and pasture as well as grassland contracted continuously.Conversely,the SSP5-8.5 scenario was characterized by a contraction of urban and built-up land,and relative stability of irrigated cropland and pasture as well as grassland.The SSP2-4.5 scenario presented a more complex trade-off,where urban and built-up land and grassland increased first and then decreased,whereas irrigated cropland and pasture followed an opposite trajectory.A significant inverse relationship between urban and built-up land and irrigated cropland and pasture was observed under all scenarios,underscoring the fundamental spatial competition that prevailed in this land-constrained valley city.Furthermore,the negative correlation of grassland with urban and built-up land,coupled with the positive correlation of grassland with irrigated cropland and pasture under both the SSP1-2.6 and SSP5-8.5 scenarios,indicated an evolution from broad confrontation to intricate internal trade-offs within the urban–agricultural–ecological system.This study underscored the critical influence of regional topographic and hydrological constraints on land-use evolution in arid regions,providing guidance for water resource management and ecosystem protection in Lanzhou,with applications for sustainable land-use planning in other arid and semi-arid river valley cities. 展开更多
关键词 land use changes Future Land use Simulation(FLUS)model International Geosphere Biosphere Programme(IGBP) Shared Socioeconomic Pathways(SSPs) arid and semi-arid regions Northwest China
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Partial organic fertilizer substitution and water-saving irrigation can reduce greenhouse gas emissions in aromatic rice paddy by regulating soil microorganisms while increasing yield and aroma
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作者 Ligong Peng Sicheng Deng +6 位作者 Wentao Yi Yizhu Wu Yingying Zhang Xiangbin Yao Pipeng Xing Baoling Cui Xiangru Tang 《Journal of Integrative Agriculture》 2026年第1期273-289,共17页
As the global leader in rice production,China's paddy fields contribute substantially to greenhouse gas emissions through methane(CH_(4))and nitrous oxide(N_(2)O)releases.Aromatic rice cultivation practices have b... As the global leader in rice production,China's paddy fields contribute substantially to greenhouse gas emissions through methane(CH_(4))and nitrous oxide(N_(2)O)releases.Aromatic rice cultivation practices have been optimized to enhance the aroma,so the relationship between its cultivation and greenhouse gas emissions from paddy fields is unclear.To investigate how aroma-enhancing cultivation practices drive microbial community dynamics in aromatic rice paddies and their implications for greenhouse gas emissions,a two-year experiment in five ecological locations(Xingning,Nanxiong,Conghua,Luoding,and Zengcheng)compared two farming practices:partial organic substitution for inorganic fertilizers combined with water-saving irrigation(IOF+W)and traditional cultivation(CK).The CH_(4)and N_(2)O emissions,soil microbial composition and function,global warming potential(GWP),nitrogen use efficiency,yield,and the content of 2-acetyl-1-pyrroline(2-AP)were measured and analyzed.The main purpose was to investigate the impact of IOF+W on CH_(4)and N_(2)O emissions and their relationship with soil microorganisms.The results showed that IOF+W significantly reduced CH_(4)emission fluxes and totals(36.95%)and GWP(31.29%),while significantly increasing N_(2)O emission fluxes and totals(14.82%).The soil microbial community structure was reshaped by the IOF+W treatment,which suppressed methanogens but enhanced the abundances of nitrifying and denitrifying bacteria.Key enzymatic activities involved in CH_(4)production,such as methyl-coenzyme M reductase,formylmethanofuran dehydrogenase,and methyltransferase,decreased.In contrast,the activity of the key CH_(4)-oxidizing enzyme methanol dehydrogenase increased.This shift led to an overall attenuation of the CH_(4)production metabolism while enhancing the CH_(4)oxidation metabolism.In addition,the activities of pivotal enzymes involved in denitrification and nitrification were improved,thus enhancing nitrogen nitrification and denitrification metabolism.Moreover,the IOF+W treatment significantly increased nitrogen use efficiency(47.83%),yield(14.77%),and 2-AP content(13.78%).Therefore,the IOF+W treatment demonstrated good efficacy as a sustainable strategy for achieving productive,green,resource-efficient,and premium-quality aromatic rice cultivation in South China. 展开更多
关键词 greenhouse gas soil microbial composition 2-AP water-saving irrigation nitrogen use efficiency
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Trade-offs and synergies among ecosystem services and their responses to land use change:A Case study from the subtropical hilly region of Guangdong,Jiangxi and Fujian provinces in China
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作者 WU Jieling ZHA Ruibo +3 位作者 JIANG Xingxue ZHA Xuan HUANG Bowen ZHANG Liu 《Journal of Mountain Science》 2026年第1期343-357,共15页
The Guangdong,Jiangxi and Fujian(GJF)provinces,located in the subtropical region of southeastern China,is one of the national key regions for soil erosion control and ecological restoration.This region is characterize... The Guangdong,Jiangxi and Fujian(GJF)provinces,located in the subtropical region of southeastern China,is one of the national key regions for soil erosion control and ecological restoration.This region is characterized by extensive red soil development and high rainfall erosivity,making it a representative landscape for exploring the interactions between land use change(LUC)and ecosystem services(ES).Despite the recognized importance of ES in hilly regions,comprehensive assessing the impacts of LUC on ES remain limited.This study investigates five key ES:water yield,soil conservation,carbon conservation,food supply,and habitat quality in GJF region from 2000 to 2020.By applying the InVEST model and the Geodetector method,we assessed the trade-offs,synergies,and transitions among ES,identified the natural and social drivers of ES dynamics,and quantified the contribution of LUC to ES changes using the ecosystem service contribution index.The results showed that cropland and woodland were the dominant land use types.Ecological restoration efforts positively influenced ES,with synergies intensifying and trade-offs diminishing over time.Land use conversions,particularly among woodland,grassland,and cropland,exerted significant impacts on ES.In particular,the conversion of woodland to other land uses had markedly negative effects on soil conservation,carbon conservation,and habitat quality.Forest cover was identified as a major driver of ES dynamics.These findings highlight the importance of maintaining and expanding forest and grassland cover,strengthening red soil conservation,and optimizing land use structure to achieve coordinated ecological protection and socioeconomic development in the subtropical hilly regions of southern China. 展开更多
关键词 Land use change Ecosystem services Contribution degree Trade-offs and Synergies Subtropical hilly region
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An Integrated Attention-BiLSTM Approach for Probabilistic Remaining Useful Life Prediction
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作者 Bo Zhu Enzhi Dong +3 位作者 Zhonghua Cheng Kexin Jiang Chiming Guo Shuai Yue 《Computers, Materials & Continua》 2026年第4期966-984,共19页
Accurate prediction of remaining useful life serves as a reliable basis for maintenance strategies,effectively reducing both the frequency of failures and associated costs.As a core component of PHM,RUL prediction pla... Accurate prediction of remaining useful life serves as a reliable basis for maintenance strategies,effectively reducing both the frequency of failures and associated costs.As a core component of PHM,RUL prediction plays a crucial role in preventing equipment failures and optimizing maintenance decision-making.However,deep learning models often falter when processing raw,noisy temporal signals,fail to quantify prediction uncertainty,and face challenges in effectively capturing the nonlinear dynamics of equipment degradation.To address these issues,this study proposes a novel deep learning framework.First,a newbidirectional long short-termmemory network integrated with an attention mechanism is designed to enhance temporal feature extraction with improved noise robustness.Second,a probabilistic prediction framework based on kernel density estimation is constructed,incorporating residual connections and stochastic regularization to achieve precise RUL estimation.Finally,extensive experiments on the C-MAPSS dataset demonstrate that our method achieves competitive performance in terms of RMSE and Score metrics compared to state-of-the-artmodels.More importantly,the probabilistic output provides a quantifiablemeasure of prediction confidence,which is crucial for risk-informed maintenance planning,enabling managers to optimize maintenance strategies based on a quantifiable understanding of failure risk. 展开更多
关键词 Bidirectional long short-term memory network attention mechanism kernel density estimation remaining useful life prediction
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Spatiotemporal evolution and driving mechanisms of urban land use carbon metabolism in the Guangdong-Hong Kong-Macao Greater Bay Area from 2000 to 2023
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作者 Shaojian WANG Ziyi LIU +1 位作者 Peijun RONG Chuanglin FANG 《Science China Earth Sciences》 2026年第2期506-527,共22页
Against the background of rapid urbanization and the“Dual Carbon”goals,analyzing the impact mechanisms of land use change on carbon metabolism is crucial for regional sustainable development.Taking the Guangdong-Hon... Against the background of rapid urbanization and the“Dual Carbon”goals,analyzing the impact mechanisms of land use change on carbon metabolism is crucial for regional sustainable development.Taking the Guangdong-Hong Kong-Macao Greater Bay Area(GBA)as the study area,we integrate energy consumption data and the Forest Carbon Sequestration(FCS)model to clarify the land use carbon metabolism status based on Ecological Network Analysis(ENA),and systematically analyze the spatiotemporal evolution patterns of urban land use carbon metabolism,interactions between land types,as well as its driving mechanisms in the GBA from 2000 to 2023.The results show that:(1)Over the past two decades,land use changes have exhibited a significant characteristic of“natural land retreat and construction land expansion”,with areas of cropland,forest,and waterbody shrank by 16%,4%,and 4% respectively,while urban land and industrial land increased by 50%and 438%respectively;76% of the reclaimed land was transferred to construction land.(2)The imbalance of carbon metabolism was jointly affected by land use patterns and land use change processes:carbon emissions from energy consumption surged by 116%,while land carbon sequestration capacity decreased by 12%;in most periods,the negative carbon flow from land use change exceeded positive flows,with both showing sharp fluctuations.(3)Construction land in various cities dominated the carbon flow network through control or exploitation relationships,and the mutual transfer between industrial land and cropland is the primary driver;ecological land protection policies(e.g.,the forest“in-out balance”scheme)effectively reduced the intensity of competition relationship.(4)The push-pull forces of land types demonstrate the dual effect of industrialization and urbanization,but their contribution has gradually weakened as the speed of urbanization declined in various cities;the proportion of the indirect carbon flow reached a maximum of 37%(2005-2010),indicating that the indirect impact of land use change cannot be ignored.This study deepens the understanding of the land-carbon interactions,reveals the implicit effects of the“policy implementation-land use change-carbon flow generation”transmission chain,and proposes a“construction land-cropland-ecological land”constraint system and a synergistic path of industrial land intensification and inefficient land ecological restoration.It provides methodological support for low-carbon governance at the urban agglomeration scale. 展开更多
关键词 Carbon metabolism Ecological network analysis Land use change Driving mechanism Guangdong-Hong Kong-Macao Greater Bay Area
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Urban-rural differences in residential energy-use behavior and energy-saving awareness:Evidence from a Chinese megacity
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《建筑节能(中英文)》 2026年第2期150-150,共1页
Residential energy-use behavior and energy-saving awareness play a crucial role in sustainable urban energy planning and building energy efficiency,particularly under the pressures of climate change.However,existing s... Residential energy-use behavior and energy-saving awareness play a crucial role in sustainable urban energy planning and building energy efficiency,particularly under the pressures of climate change.However,existing studies often lack comparative analysis of urban-rural differences and tend to focus excessively on behavior patterns while neglecting the dimension of energysaving awareness.With China’s urbanization rate reaching 66.16%,understanding such regional disparities has become increasingly important.To address these research gaps,this study conducts a large-scale survey on space cooling behaviors among residents in Beijing,a representative Chinese megacity.It should be noted that living standards in such megacities are generally higher than the national average,which may shape distinctive energy-use profiles.Analyzing 1573valid samples(1064 urban/442 rural)in 2024,this study employed K-Prototypes and K-Modes clustering to identify typical cooling behavior and energy-saving awareness pattems,followed by Kendall/Chi-square correlation tests and XGBoost importance analysis to determine key influencing factors,with subsequent urban-rural comparative analysis.Results indicate that urban residents are primarily heat-sensitive or heat-tolerant,with a secondary patten of mid-low temperature preference,and generally exhibit long cooling durations;rural behavior is dominated by heat-tolerant type,followed by heat-sensitive,mid-low temperature preference,and never-on types as secondary patterns;both urban and rural areas exhibit energy-savingawareness characterized by low consumption-lowwillingness,though urban areas show marginally higher motivation;energy-saving awareness correlates with cooling behavior in rural areas,but this relationship weakens significantly in urban contexts. 展开更多
关键词 behavior patterns such regional disparities energy saving awareness residential energy use behavior climate change urban rural differences China Beijing
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Dynamic Mechanisms of Land Use Conflict Under Main Function Oriented Zone Planning:A Case Study of Beijing-Tianjin-Hebei Region
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作者 ZHENG Yang CHENG Linlin +2 位作者 WANG Junqi WANG Yifang CUI Huizhen 《Chinese Geographical Science》 2026年第2期320-336,共17页
Systematically analyzing the impact mechanisms of policy on Land Use Conflict(LUC)is crucial for constructing effective conflict mitigation strategies.However,previous research on how policy influences LUC remains rel... Systematically analyzing the impact mechanisms of policy on Land Use Conflict(LUC)is crucial for constructing effective conflict mitigation strategies.However,previous research on how policy influences LUC remains relatively limited.Focusing on the indirect driving role of policy on LUC,this study proposed County Development Level(CDL)under Major Function Oriented Zone Planning(MFOZP)guidance as an intermediary variable,bridging the implicit influence of MFOZP and the explicit changes in LUC.Using the Beijing-Tianjin-Hebei(BTH)region in China as a case study,we analyzed the spatio-temporal evolution characteristics of LUC and CDL for the periods 2000-2010 and 2010-2020,before and after MFOZP implementation.Panel models and Geographically Weighted Regression(GWR)were employed to explore the mechanism by which CDL influences LUC under MFOZP guidance.The results show that:1)MFOZP implementation effectively alleviates land use pressure from regional development,with LUC continuously declining at a rate of 2.41%,while CDL exhibits slight growth(3.84%),during 2010-2020.2)Under MFOZP guidance,CDL reduces pressure on Land Use Structure Conflict(LUSC)and Land Use Process Conflict(LUPC),enhances its inhibitory effect on Land Use Function Conflict(LUFC),and significantly contributes to LUC coordination,with notable spatial heterogeneity.3)The coupling relationship between CDL and LUC has improved post-implementation.Based on this,tailored LUC coordination strategies are proposed for different functional zones.This study confirms the effectiveness of MFOZP in coordinating LUC and provides a scientific reference for LUC research under policy frameworks and the governance of LUC in the BTH region. 展开更多
关键词 Land use Conflict(LUC) Major Function Oriented Zone Planning(MFOZP) County Development Level(CDL) Beijing-Tianjin-Hebei(BTH)region China
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Pediatric off-label use of psychotropic drugs approved for adult use in Japan in the light of approval information regarding pediatric patients in the United States: a study of a pharmacy prescription database 被引量:1
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作者 Nanae Tanemura Maika Asawa +3 位作者 Mayuko Kuroda Tsuyoshi Sasaki Yoshiaki Iwane Hisashi Urushihara 《World Journal of Pediatrics》 SCIE CAS CSCD 2019年第1期92-99,共8页
Background Off-label use of psychotropic prescriptions for pediatric patients has been increasing in Japan.This study sought to clarify pediatric patients' off-label use of psychotropics approved only for adults i... Background Off-label use of psychotropic prescriptions for pediatric patients has been increasing in Japan.This study sought to clarify pediatric patients' off-label use of psychotropics approved only for adults in Japan.Methods This retrospective study on psychotropic utilization employed a pharmaceutical health insurance claims database supplied by a pharmacy for the fiscal year 2016.Seven psychotropic drugs were examined.For each drug,we calculated the proportion of patients aged < 16 years or who were under the approved age limit set in the United States out of all patients.The maximum daily dose of each drug within the study period was plotted by age.Results Data of 45,715 patients (female:26,799,male:18,916) with 331,920 prescriptions were examined in this study.For each drug,the proportion of pediatric patients aged < 16 years ranged from 0.15 to 1.1%,while the proportion of those under the approved age limit in the United States ranged from 0 to 0.27%.Olanzapine had the highest reported proportion.No drugs other than olanzapine were taken under the approved age limit in the United States.Conclusions We identified the pediatric off-label use of psychotropics that were limited to adult use in Japan.The results indicated the possibility of referring to international guidelines or evidence in clinical practice,but these factors do not discount the existing problems with off-label use.More clinical trials within the pediatric population in Japan are needed to address the issue of off-label use and obtain useful and reliable information in the package inserts for rational use in future pediatric patients. 展开更多
关键词 JAPAN off-label use PEDIATRIC Prescription PSYCHOTROPIC drug
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Association between Mental Distress and Weight-Related Self-Stigma via Problematic Social Media and Smartphone Use among Malaysian University Students: An Application of the Interaction of Person-Affect-CognitionExecution (I-PACE) Model 被引量:1
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作者 Wan Ying Gan Wei-Leng Chin +10 位作者 Shih-Wei Huang Serene En Hui Tung Ling Jun Lee Wai Chuen Poon Yan Li Siaw Kerry S.O’Brien Iqbal Pramukti Kamolthip Ruckwongpatr Jung-Sheng Chen Mark D.Griffiths Chung-Ying Lin 《International Journal of Mental Health Promotion》 2025年第3期319-331,共13页
Background:Weight-related self-stigma(WRSS)is prevalent among individuals with different types of weight status and is associated with a range of negative health outcomes.Social support and coping models explain how i... Background:Weight-related self-stigma(WRSS)is prevalent among individuals with different types of weight status and is associated with a range of negative health outcomes.Social support and coping models explain how individuals may use different coping methods to deal with their mental health needs.Psychological distress(e.g.,depression and stress)could lead to overuse of social media and smartphones.When using social media or smartphones,individuals are likely to be exposed to negative comments regarding weight/shape/size posted on the social media.Consequently,individuals who experience problematic social media use(PSMU)or problematic smartphone use(PSPU)may develop WRSS.Therefore,the present study examined the roles of PSMU and PSPU as mediators in the relationship between psychological distress and WRSS.Methods:Using convenience sampling via an online survey,622 participants with a mean age of 23.70 years(SD=4.33)completed questions assessing sociodemographic variables,psychological distress,PSMU,PSPU,WRSS,and self-reported weight and height.Results:The hierarchical regression models showed that sex(β=0.08,p=0.01),BMI(β=0.39,p<0.001),depression(β=0.21,p=0.001),stress(β=0.18,p=0.01),PSMU(β=0.09,p=0.045),and PSPU(β=0.14,p=0.001)were significant factors for WRSS.Conclusion:The mediation models showed that both PSMU and PSPU were significant mediators in the relationships between depression and stress with WRSS.The present findings provide some evidence for understanding WRSS and has important implications for developing interventions to reduce its negative impact on individuals’health and well-being. 展开更多
关键词 Weight-related self-stigma stress coping theory I-PACE model depression stress social media use smartphone use
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Spatiotemporal characteristics and influencing factors of vegetation water use efficiency on the Tibetan Plateau in 2001-2020 被引量:2
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作者 HE Chenyang WANG Yanjiao +1 位作者 YAN Feng LU Qi 《Journal of Geographical Sciences》 2025年第1期39-64,共26页
Water use efficiency(WUE),as a pivotal indicator of the coupling degree within the carbon–water cycle of ecosystems,holds considerable importance in assessment of the carbon–water balance within terrestrial ecosyste... Water use efficiency(WUE),as a pivotal indicator of the coupling degree within the carbon–water cycle of ecosystems,holds considerable importance in assessment of the carbon–water balance within terrestrial ecosystems.However,in the context of global warming,WUE evolution and its primary drivers on the Tibetan Plateau remain unclear.This study employed the ensemble empirical mode decomposition method and the random forest algorithm to decipher the nonlinear trends and drivers of WUE on the Tibetan Plateau in 2001–2020.Results indicated an annual mean WUE of 0.8088 gC/mm·m^(2)across the plateau,with a spatial gradient reflecting decrease from the southeast toward the northwest.Areas manifesting monotonous trends of increase or decrease in WUE accounted for 23.64%and 9.69%of the total,respectively.Remarkably,66.67%of the region exhibited trend reversals,i.e.,39.94%of the area of the Tibetan Plateau showed transition from a trend of increase to a trend of decrease,and 26.73%of the area demonstrated a shift from a trend of decrease to a trend of increase.Environmental factors accounted for 70.79%of the variability in WUE.The leaf area index and temperature served as the major driving forces of WUE variation. 展开更多
关键词 water use efficiency spatiotemporal characteristic influencing factor Tibetan Plateau
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