生态文体学在生态语言学的基础上,关注不同文本、不同体裁或作者如何用语言表征自然环境,通过分析和评估文本中(非)生态性的语言模式,提升对全球生态问题的认知。运用生态文体学方法,从前景化、视角及隐喻三个维度对《万物皆奇迹》(The ...生态文体学在生态语言学的基础上,关注不同文本、不同体裁或作者如何用语言表征自然环境,通过分析和评估文本中(非)生态性的语言模式,提升对全球生态问题的认知。运用生态文体学方法,从前景化、视角及隐喻三个维度对《万物皆奇迹》(The Sense of Wonder)一书的语言文体特征进行考察。不同方式的前景化手法使惊奇之心的重要性得到了凸显;多重视角的选择聚焦了惊奇之心,呈现了人与自然的多重联结方式;隐喻的使用构筑了丰富的语义网,使惊奇之心得到了渲染。惊奇之心的养成是生态素养的核心,与中国传统生态哲学思想“天人合一”的理念相契合。展开更多
This study investigated how components of threat-related attentional biases are associated with levels of sense of control.Utilizing a using a spatial-cueing paradigm,36 college students with a high sense of control(f...This study investigated how components of threat-related attentional biases are associated with levels of sense of control.Utilizing a using a spatial-cueing paradigm,36 college students with a high sense of control(females=22,Mage=19.44,SD=1.36)and 35 with a low sense of control(females=15,Mage=19.77,SD=1.40)were assigned to task featuring different cue-target intervals(i.e.,50 and 800 ms).The student participants completed the Control Sense Scale,the GAD-7 Anxiety Scale,and the PHQ-9 Patient Health Questionnaire.Data from employing spatial-cueing task procedure,would provide the evidence on any differences in attentional biases toward threat images between the two groups.A repeated measures ANOVA indicated that both groups to exhibit attentional avoidance under the 50 ms interval condition.However,individuals in the low sense of control group(i.e.,LSC Group)demonstrated exacerbation of avoidance compared to those in the high sense of control group(i.e.,HSC Group).The current study did notfind any attentional bias components under the 800 ms interval condition.Thefindings provide preliminary evidence for a new vigilance-avoidance model for further study with a view to developing interventions targeting negative emotional disorders based on individuals’sense of control.展开更多
Weizhou Island,located in Beihai,Guangxi Province,is recognized as the largest paleovolcanic island in China,characterized by its relatively young geological age.The development of island tourism has progressively est...Weizhou Island,located in Beihai,Guangxi Province,is recognized as the largest paleovolcanic island in China,characterized by its relatively young geological age.The development of island tourism has progressively established it as a significant tourist attraction within Beihai,transforming the area into a prominent leisure and tourism resort.As tourism on Weizhou Island continues to develop both in scope and in depth,it has increasingly influenced the sense of gain among the local community residents.Currently,in alignment with the strategic objective of achieving common prosperity,it is crucial to comprehend and enhance the sense of gain experienced by residents in island tourism destinations,as this is vital for the achievement of this overarching goal.Taking the residents of Weizhou Island in Beihai as the subjects,this paper constructs their sense of gain related to tourism,employing grounded theory.It posits that the residents’sense of gain comprises four primary dimensions:sense of economic gain,sense of social gain,sense of cultural gain,and sense of environmental gain.Additionally,the paper examines the factors that influence these dimensions.Based on this foundation,effective strategies are proposed to enhance the sense of gain among community residents in island tourism destinations,thereby promoting the sustainable development of island tourism.展开更多
BACKGROUND Postoperative anxiety,depression,irritability,and even fear in patients with intertrochanteric femoral fractures may hinder recovery,compromise treatment efficacy,and impede rehabilitation.AIM To investigat...BACKGROUND Postoperative anxiety,depression,irritability,and even fear in patients with intertrochanteric femoral fractures may hinder recovery,compromise treatment efficacy,and impede rehabilitation.AIM To investigate the correlations among anxiety,depression,sense of coherence(SOC),and post-traumatic growth(PTG)in patients who underwent intertrochanteric femoral fracture surgery to improve clinical management strategies and outcomes.METHODS This study carefully selected 211 patients who received surgical treatment for intertrochanteric femoral fractures and were admitted to Dongying People’s Hospital from March 2022 to March 2024.Anxiety and depression in these patients were assessed with the anxiety and depression subscales of the Hospital Anxiety and Depression Scale(HADS),respectively.SOC was evaluated using the 13-item SOC scale(SOC-13),which encompasses three key dimensions:Comprehensibility,manageability,and meaningfulness.PTG was assessed with the Chinese version of PTG Inventory(CPTGI),covering five distinct dimensions:Personal strength,appreciation of life,relating to others,new possibilities,and spiritual change.The Pearson correlation coefficient was used to meticulously analyze the associations among HADS-Anxiety,HADS-Depression,SOC-13,and CPTGI.Further,univariate and multivariate analyses were conducted to identify factors that affect PTG in patients who underwent intertrochanteric femoral fracture surgery.RESULTS The collected data demonstrated that 67.30%and 60.66%of the 211 patients experienced anxiety and depression,respectively,with overall anxiety levels ranging from mild to moderate and depression levels being mild.The mean SOC-13 score was 55.73±8.81 points,indicating a generally low SOC level.The average CPTGI score was 54.93±9.92 points,demonstrating a relatively low PTG level.Notably,both HADS-Anxiety and HADS-Depression scores were significantly negatively correlated with CPTGI,whereas SOC-13 scores were significantly positively correlated with CPTGI.Univariate and multivariate analyses identified the presence of comorbidities[odds ratio(OR)=2.747,P=0.003],monthly household income(OR=3.292,P<0.001),and exercise habits(OR=4.651,P<0.001)as independent predictors of PTG in patients.CONCLUSION The results of this study indicate a significant negative correlation of anxiety and depression with PTG in patients after intertrochanteric femoral fracture surgery,whereas a significant positive association exists between SOC and PTG.This study helps more comprehensively understand the psychological status and recovery processes of such patients,thereby potentially providing valuable information for clinical practice and psychological interventions.展开更多
[Objectives]To systematically evaluate the impact of interventions based on the Common Sense Model of Self-Regulation(CSM)on the psychosocial adaptation of young and middle-aged patients with acute coronary syndrome(A...[Objectives]To systematically evaluate the impact of interventions based on the Common Sense Model of Self-Regulation(CSM)on the psychosocial adaptation of young and middle-aged patients with acute coronary syndrome(ACS),providing evidence-based support for clinical practice.[Methods]A systematic review was conducted using a literature search method,systematically searching through Chinese and English databases such as PubMed,Embase,Cochrane Library,CINAHL,China National Knowledge Infrastructure(CNKI),Wanfang Database,and VIP Database,from the database inception to December 31,2024.The search focused on studies related to the impact of the CSM on the psychosocial adaptation of young and middle-aged ACS patients.Two researchers independently performed literature screening,quality assessment,and data extraction.[Results]A total of 18 studies were included,comprising 12 randomized controlled trials,4 quasi-experimental studies,and 2 cohort studies,involving 2847 young and middle-aged ACS patients.Interventions based on the CSM significantly improved patients disease perception,emotional regulation,self-efficacy,and quality of life.Patients in the intervention group showed significant reductions in anxiety and depression levels,cardiac-related fear,and improvements in disease perception accuracy,treatment adherence,and social function recovery.[Conclusions]Interventions based on the CSM can effectively promote the psychosocial adaptation of young and middle-aged ACS patients,improve their disease perception and emotional state,and enhance their quality of life.It is recommended that this model be widely applied in the clinical care of young and middle-aged ACS patients.展开更多
The implementation of core competencies clarifies social talent needs and guides math classroom evaluation.Lower-grade primary students,highly malleable,need targeted teacher guidance.Teaching evaluation should meet t...The implementation of core competencies clarifies social talent needs and guides math classroom evaluation.Lower-grade primary students,highly malleable,need targeted teacher guidance.Teaching evaluation should meet the talent demands of the times,focusing on core literacy and essential character development.From this perspective,primary math teachers should optimize evaluation,build a diversified system,help students grow in math,find their learning position,and advance confidently.展开更多
This study explored how perceived social support(PSS)influences the sense of meaning in life(SML)among rural college students,considering positive coping styles(PCS)as a mediator and psychological resilience(PR)as a m...This study explored how perceived social support(PSS)influences the sense of meaning in life(SML)among rural college students,considering positive coping styles(PCS)as a mediator and psychological resilience(PR)as a moderator.1444 college students(females;23.55%only child;M_(age)=19.76 years,SD=1.07;76.66%)were recruited from Jilin province in China.The college students self-reported their perceived social support and positive coping styles,psychological resilience,and sense of meaning in life.The results indicated that higher perceived social support predicted higher college students’sense of meaning in life.Perceived social support positively contributes to college students’sense of meaning in life through the mediating role of positive coping styles.Psychological resilience moderates the first path of the indirect association,where the positive effect of perceived social support on positive coping styles is more pronounced in college students with higher psychological resilience compared to those with lower psychological resilience.These align with Social Support Theory and Psychological Resilience Theory.That is,individuals with effective social support systems can enhance their positive coping styles,thereby increasing their sense of meaning in life,while psychological resilience strengthens the positive impact of perceived social support on positive coping styles.These findings offer the evidence for intervening and supporting the development of college students’sense of meaning in life.To enhance rural college students’sense of meaning in life,it is essential to establish a comprehensive social support system,promote the development of positive coping styles,and provide targeted training to strengthen psychological resilience.展开更多
One of the study objectives of global change is land use/cover change (LUCC) by using multiscale remotely sensed data on global and regional scale. In this paper, field sample, digital camera, Landsat-ETM+ (ETM+, Enha...One of the study objectives of global change is land use/cover change (LUCC) by using multiscale remotely sensed data on global and regional scale. In this paper, field sample, digital camera, Landsat-ETM+ (ETM+, Enhanced Thematic Mapper) image and the National Oceanic and Atmospheric Administration/the advanced very high resolution radiometer (NOAA/AVHRR) image were integrated to detect, simulate and analyze the vegetation fractional coverage of typical steppe in northern China. The results show: (1) Vegetation fractional coverage measured by digital camera is more precise than results measured by other methods. It can be used to validate other measuring results. (2) Vegetation fractional coverage measured by 1 m 2 field sample change fluctuantly for different observers and for different sample areas. In this experiment, the coverage is generally high compared with the result measured by digital camera, and the average absolute error is 9.92%, but two groups measure results, correlation coefficient r(2) = 0.89. (3) Three kinds of methods using remotely sensed data were adopted to simulate the vegetation fractional coverage. Average absolute errors of the vegetation fractional coverage, measured by ETM+ and NOAA, are respectively 7.03% and 7.83% compared with the result measured by digital camera. When NOAA pixel was decomposed by ETM+ pixels after geometrical registry, the average absolute errors measured by this method is 5.68% compared with the digital camera result. Correction coefficients of three results with digital camera result r(2) are respectively 0.78, 0.61 and 0.76. (4) The result of statistic model established by NOAA-NDVI (NDVI, Normalized Difference Vegetation Index) and the vegetation fractional coverage measured by digital camera show lower precision (r(2) = 0.65) than the result of statistic model established by ETM+-NDVI and digital camera coverage then converted to NOAA image (r(2) = 0.80). Pixel decomposability method improves the precision of measuring the vegetation fractional coverage on a large scale. This is a significant practice on scaling by using remotely sensed data. Integrated application of multi-scale remotely sensed data in earth observation will be an important approach to promoting measuring precision of ecological parameters.展开更多
In this study,using 3,5‑di(3′,5′‑dicarboxylphenyl)‑1H‑1,2,4‑triazole(H4L)as ligands,a gadolinia‑based organic framework complex{[GdNa(L)(H_(2)O)3]·2H_(2)O}_(n)(Gd‑Na‑MOF)was successfully designed and synthesize...In this study,using 3,5‑di(3′,5′‑dicarboxylphenyl)‑1H‑1,2,4‑triazole(H4L)as ligands,a gadolinia‑based organic framework complex{[GdNa(L)(H_(2)O)3]·2H_(2)O}_(n)(Gd‑Na‑MOF)was successfully designed and synthesized by hydrothermal method.The structure and properties were systematically characterized and tested by techniques such as single‑crystal X‑ray diffraction,powder X‑ray diffraction,thermogravimetric analysis,infrared spectroscopy,and fluorescence spectroscopy.The results indicate that this complex has a unique 3D structure,excellent thermal stability,and outstanding luminescent performance.Based on its luminescent properties,a polymer‑embedding method was employed to fabricate the Gd‑Na‑MOF into a flexible,washable composite fluorescent film,Gd‑Na‑MOF@PMMA/BMA(PMMA=polymethyl methacrylate,BMA=butyl methacrylate).This fluorescent film exhibited highly sensitive recognition capability for tyramine,with a low detection limit of 1.66μmol·L^(-1).It was used for the detection of tyramine in bananas,with a recovery rate of 96.92%‑100.26%.CCDC:2466949.展开更多
Motor imbalance is a critical failure mode in rotating machinery,potentially causing severe equipment damage if undetected.Traditional vibration-based diagnostic methods rely on direct sensor contact,leading to instal...Motor imbalance is a critical failure mode in rotating machinery,potentially causing severe equipment damage if undetected.Traditional vibration-based diagnostic methods rely on direct sensor contact,leading to installation challenges and measurement artifacts that can compromise accuracy.This study presents a novel radar-based framework for non-contact motor imbalance detection using 24 GHz continuous-wave radar.A dataset of 1802 experimental trials was sourced,covering four imbalance levels(0,10,20,30 g)across varying motor speeds(500–1500 rpm)and load torques(0–3 Nm).Dual-channel in-phase and quadrature radar signals were captured at 10,000 samples per second for 30-s intervals,preserving both amplitude and phase information for analysis.A multi-domain feature extraction methodology captured imbalance signatures in time,frequency,and complex signal domains.From 65 initial features,statistical analysis using Kruskal–Wallis tests identified significant descriptors,and recursive feature elimination with Random Forest reduced the feature set to 20 dimensions,achieving 69%dimensionality reduction without loss of performance.Six machine learning algorithms,Random Forest,Extra Trees Classifier,Extreme Gradient Boosting,Categorical Boosting,Support Vector Machine with radial basis function kernel,and k-Nearest Neighbors were evaluated with grid-search hyperparameter optimization and five-fold cross-validation.The Extra Trees Classifier achieved the best performance with 98.52%test accuracy,98%cross-validation accuracy,and minimal variance,maintaining per-class precision and recall above 97%.Its superior performance is attributed to its randomized split selection and full bootstrapping strategy,which reduce variance and overfitting while effectively capturing the nonlinear feature interactions and non-normal distributions present in the dataset.The model’s average inference time of 70 ms enables near real-time deployment.Comparative analysis demonstrates that the radar-based framework matches or exceeds traditional contact-based methods while eliminating their inherent limitations,providing a robust,scalable,and noninvasive solution for industrial motor condition monitoring,particularly in hazardous or space-constrained environments.展开更多
文摘生态文体学在生态语言学的基础上,关注不同文本、不同体裁或作者如何用语言表征自然环境,通过分析和评估文本中(非)生态性的语言模式,提升对全球生态问题的认知。运用生态文体学方法,从前景化、视角及隐喻三个维度对《万物皆奇迹》(The Sense of Wonder)一书的语言文体特征进行考察。不同方式的前景化手法使惊奇之心的重要性得到了凸显;多重视角的选择聚焦了惊奇之心,呈现了人与自然的多重联结方式;隐喻的使用构筑了丰富的语义网,使惊奇之心得到了渲染。惊奇之心的养成是生态素养的核心,与中国传统生态哲学思想“天人合一”的理念相契合。
基金supported by the Philosophy and Social Science Fund for Young Scholars of Guangdong Province(GD23YXL06)Humanities and Social Sciences of Jiaying University(2023SKY01)+1 种基金General Project of Philosophy and Social Sciences Planning Fund of Guangdong Province(GD24XXL06)Humanities and Social Sciences of Jiaying University(2023SKY02).
文摘This study investigated how components of threat-related attentional biases are associated with levels of sense of control.Utilizing a using a spatial-cueing paradigm,36 college students with a high sense of control(females=22,Mage=19.44,SD=1.36)and 35 with a low sense of control(females=15,Mage=19.77,SD=1.40)were assigned to task featuring different cue-target intervals(i.e.,50 and 800 ms).The student participants completed the Control Sense Scale,the GAD-7 Anxiety Scale,and the PHQ-9 Patient Health Questionnaire.Data from employing spatial-cueing task procedure,would provide the evidence on any differences in attentional biases toward threat images between the two groups.A repeated measures ANOVA indicated that both groups to exhibit attentional avoidance under the 50 ms interval condition.However,individuals in the low sense of control group(i.e.,LSC Group)demonstrated exacerbation of avoidance compared to those in the high sense of control group(i.e.,HSC Group).The current study did notfind any attentional bias components under the 800 ms interval condition.Thefindings provide preliminary evidence for a new vigilance-avoidance model for further study with a view to developing interventions targeting negative emotional disorders based on individuals’sense of control.
基金Sponsored by the Guangxi Philosophy and Social Sciences Research Annual Project(2024GLF036)Thousands of Young and Middle-aged Backbone Teachers Cultivation Program for Universities and Colleges in Guangxi(2021QGRW061).
文摘Weizhou Island,located in Beihai,Guangxi Province,is recognized as the largest paleovolcanic island in China,characterized by its relatively young geological age.The development of island tourism has progressively established it as a significant tourist attraction within Beihai,transforming the area into a prominent leisure and tourism resort.As tourism on Weizhou Island continues to develop both in scope and in depth,it has increasingly influenced the sense of gain among the local community residents.Currently,in alignment with the strategic objective of achieving common prosperity,it is crucial to comprehend and enhance the sense of gain experienced by residents in island tourism destinations,as this is vital for the achievement of this overarching goal.Taking the residents of Weizhou Island in Beihai as the subjects,this paper constructs their sense of gain related to tourism,employing grounded theory.It posits that the residents’sense of gain comprises four primary dimensions:sense of economic gain,sense of social gain,sense of cultural gain,and sense of environmental gain.Additionally,the paper examines the factors that influence these dimensions.Based on this foundation,effective strategies are proposed to enhance the sense of gain among community residents in island tourism destinations,thereby promoting the sustainable development of island tourism.
文摘BACKGROUND Postoperative anxiety,depression,irritability,and even fear in patients with intertrochanteric femoral fractures may hinder recovery,compromise treatment efficacy,and impede rehabilitation.AIM To investigate the correlations among anxiety,depression,sense of coherence(SOC),and post-traumatic growth(PTG)in patients who underwent intertrochanteric femoral fracture surgery to improve clinical management strategies and outcomes.METHODS This study carefully selected 211 patients who received surgical treatment for intertrochanteric femoral fractures and were admitted to Dongying People’s Hospital from March 2022 to March 2024.Anxiety and depression in these patients were assessed with the anxiety and depression subscales of the Hospital Anxiety and Depression Scale(HADS),respectively.SOC was evaluated using the 13-item SOC scale(SOC-13),which encompasses three key dimensions:Comprehensibility,manageability,and meaningfulness.PTG was assessed with the Chinese version of PTG Inventory(CPTGI),covering five distinct dimensions:Personal strength,appreciation of life,relating to others,new possibilities,and spiritual change.The Pearson correlation coefficient was used to meticulously analyze the associations among HADS-Anxiety,HADS-Depression,SOC-13,and CPTGI.Further,univariate and multivariate analyses were conducted to identify factors that affect PTG in patients who underwent intertrochanteric femoral fracture surgery.RESULTS The collected data demonstrated that 67.30%and 60.66%of the 211 patients experienced anxiety and depression,respectively,with overall anxiety levels ranging from mild to moderate and depression levels being mild.The mean SOC-13 score was 55.73±8.81 points,indicating a generally low SOC level.The average CPTGI score was 54.93±9.92 points,demonstrating a relatively low PTG level.Notably,both HADS-Anxiety and HADS-Depression scores were significantly negatively correlated with CPTGI,whereas SOC-13 scores were significantly positively correlated with CPTGI.Univariate and multivariate analyses identified the presence of comorbidities[odds ratio(OR)=2.747,P=0.003],monthly household income(OR=3.292,P<0.001),and exercise habits(OR=4.651,P<0.001)as independent predictors of PTG in patients.CONCLUSION The results of this study indicate a significant negative correlation of anxiety and depression with PTG in patients after intertrochanteric femoral fracture surgery,whereas a significant positive association exists between SOC and PTG.This study helps more comprehensively understand the psychological status and recovery processes of such patients,thereby potentially providing valuable information for clinical practice and psychological interventions.
基金Supported by Philosophy and Social Sciences Research Project of Hubei Provincial Department of Education(22Q149,19Y090).
文摘[Objectives]To systematically evaluate the impact of interventions based on the Common Sense Model of Self-Regulation(CSM)on the psychosocial adaptation of young and middle-aged patients with acute coronary syndrome(ACS),providing evidence-based support for clinical practice.[Methods]A systematic review was conducted using a literature search method,systematically searching through Chinese and English databases such as PubMed,Embase,Cochrane Library,CINAHL,China National Knowledge Infrastructure(CNKI),Wanfang Database,and VIP Database,from the database inception to December 31,2024.The search focused on studies related to the impact of the CSM on the psychosocial adaptation of young and middle-aged ACS patients.Two researchers independently performed literature screening,quality assessment,and data extraction.[Results]A total of 18 studies were included,comprising 12 randomized controlled trials,4 quasi-experimental studies,and 2 cohort studies,involving 2847 young and middle-aged ACS patients.Interventions based on the CSM significantly improved patients disease perception,emotional regulation,self-efficacy,and quality of life.Patients in the intervention group showed significant reductions in anxiety and depression levels,cardiac-related fear,and improvements in disease perception accuracy,treatment adherence,and social function recovery.[Conclusions]Interventions based on the CSM can effectively promote the psychosocial adaptation of young and middle-aged ACS patients,improve their disease perception and emotional state,and enhance their quality of life.It is recommended that this model be widely applied in the clinical care of young and middle-aged ACS patients.
文摘The implementation of core competencies clarifies social talent needs and guides math classroom evaluation.Lower-grade primary students,highly malleable,need targeted teacher guidance.Teaching evaluation should meet the talent demands of the times,focusing on core literacy and essential character development.From this perspective,primary math teachers should optimize evaluation,build a diversified system,help students grow in math,find their learning position,and advance confidently.
文摘This study explored how perceived social support(PSS)influences the sense of meaning in life(SML)among rural college students,considering positive coping styles(PCS)as a mediator and psychological resilience(PR)as a moderator.1444 college students(females;23.55%only child;M_(age)=19.76 years,SD=1.07;76.66%)were recruited from Jilin province in China.The college students self-reported their perceived social support and positive coping styles,psychological resilience,and sense of meaning in life.The results indicated that higher perceived social support predicted higher college students’sense of meaning in life.Perceived social support positively contributes to college students’sense of meaning in life through the mediating role of positive coping styles.Psychological resilience moderates the first path of the indirect association,where the positive effect of perceived social support on positive coping styles is more pronounced in college students with higher psychological resilience compared to those with lower psychological resilience.These align with Social Support Theory and Psychological Resilience Theory.That is,individuals with effective social support systems can enhance their positive coping styles,thereby increasing their sense of meaning in life,while psychological resilience strengthens the positive impact of perceived social support on positive coping styles.These findings offer the evidence for intervening and supporting the development of college students’sense of meaning in life.To enhance rural college students’sense of meaning in life,it is essential to establish a comprehensive social support system,promote the development of positive coping styles,and provide targeted training to strengthen psychological resilience.
文摘One of the study objectives of global change is land use/cover change (LUCC) by using multiscale remotely sensed data on global and regional scale. In this paper, field sample, digital camera, Landsat-ETM+ (ETM+, Enhanced Thematic Mapper) image and the National Oceanic and Atmospheric Administration/the advanced very high resolution radiometer (NOAA/AVHRR) image were integrated to detect, simulate and analyze the vegetation fractional coverage of typical steppe in northern China. The results show: (1) Vegetation fractional coverage measured by digital camera is more precise than results measured by other methods. It can be used to validate other measuring results. (2) Vegetation fractional coverage measured by 1 m 2 field sample change fluctuantly for different observers and for different sample areas. In this experiment, the coverage is generally high compared with the result measured by digital camera, and the average absolute error is 9.92%, but two groups measure results, correlation coefficient r(2) = 0.89. (3) Three kinds of methods using remotely sensed data were adopted to simulate the vegetation fractional coverage. Average absolute errors of the vegetation fractional coverage, measured by ETM+ and NOAA, are respectively 7.03% and 7.83% compared with the result measured by digital camera. When NOAA pixel was decomposed by ETM+ pixels after geometrical registry, the average absolute errors measured by this method is 5.68% compared with the digital camera result. Correction coefficients of three results with digital camera result r(2) are respectively 0.78, 0.61 and 0.76. (4) The result of statistic model established by NOAA-NDVI (NDVI, Normalized Difference Vegetation Index) and the vegetation fractional coverage measured by digital camera show lower precision (r(2) = 0.65) than the result of statistic model established by ETM+-NDVI and digital camera coverage then converted to NOAA image (r(2) = 0.80). Pixel decomposability method improves the precision of measuring the vegetation fractional coverage on a large scale. This is a significant practice on scaling by using remotely sensed data. Integrated application of multi-scale remotely sensed data in earth observation will be an important approach to promoting measuring precision of ecological parameters.
文摘In this study,using 3,5‑di(3′,5′‑dicarboxylphenyl)‑1H‑1,2,4‑triazole(H4L)as ligands,a gadolinia‑based organic framework complex{[GdNa(L)(H_(2)O)3]·2H_(2)O}_(n)(Gd‑Na‑MOF)was successfully designed and synthesized by hydrothermal method.The structure and properties were systematically characterized and tested by techniques such as single‑crystal X‑ray diffraction,powder X‑ray diffraction,thermogravimetric analysis,infrared spectroscopy,and fluorescence spectroscopy.The results indicate that this complex has a unique 3D structure,excellent thermal stability,and outstanding luminescent performance.Based on its luminescent properties,a polymer‑embedding method was employed to fabricate the Gd‑Na‑MOF into a flexible,washable composite fluorescent film,Gd‑Na‑MOF@PMMA/BMA(PMMA=polymethyl methacrylate,BMA=butyl methacrylate).This fluorescent film exhibited highly sensitive recognition capability for tyramine,with a low detection limit of 1.66μmol·L^(-1).It was used for the detection of tyramine in bananas,with a recovery rate of 96.92%‑100.26%.CCDC:2466949.
基金funded by Princess Nourah bint Abdulrahman University Researchers Support-ing Project number(PNURSP2026R346)Princess Nourah bint Abdulrahman University,Riyadh,Saudi Arabia.
文摘Motor imbalance is a critical failure mode in rotating machinery,potentially causing severe equipment damage if undetected.Traditional vibration-based diagnostic methods rely on direct sensor contact,leading to installation challenges and measurement artifacts that can compromise accuracy.This study presents a novel radar-based framework for non-contact motor imbalance detection using 24 GHz continuous-wave radar.A dataset of 1802 experimental trials was sourced,covering four imbalance levels(0,10,20,30 g)across varying motor speeds(500–1500 rpm)and load torques(0–3 Nm).Dual-channel in-phase and quadrature radar signals were captured at 10,000 samples per second for 30-s intervals,preserving both amplitude and phase information for analysis.A multi-domain feature extraction methodology captured imbalance signatures in time,frequency,and complex signal domains.From 65 initial features,statistical analysis using Kruskal–Wallis tests identified significant descriptors,and recursive feature elimination with Random Forest reduced the feature set to 20 dimensions,achieving 69%dimensionality reduction without loss of performance.Six machine learning algorithms,Random Forest,Extra Trees Classifier,Extreme Gradient Boosting,Categorical Boosting,Support Vector Machine with radial basis function kernel,and k-Nearest Neighbors were evaluated with grid-search hyperparameter optimization and five-fold cross-validation.The Extra Trees Classifier achieved the best performance with 98.52%test accuracy,98%cross-validation accuracy,and minimal variance,maintaining per-class precision and recall above 97%.Its superior performance is attributed to its randomized split selection and full bootstrapping strategy,which reduce variance and overfitting while effectively capturing the nonlinear feature interactions and non-normal distributions present in the dataset.The model’s average inference time of 70 ms enables near real-time deployment.Comparative analysis demonstrates that the radar-based framework matches or exceeds traditional contact-based methods while eliminating their inherent limitations,providing a robust,scalable,and noninvasive solution for industrial motor condition monitoring,particularly in hazardous or space-constrained environments.
