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Study on the phytoplankton community structure and its driving factors in Furong Creek during spring and autumn under the influence of cascade weirs
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作者 REN Jiangshan YU Jun +2 位作者 LI Jingjuan LYU Jianzhang WANG Xiaogang 《水利水电技术(中英文)》 北大核心 2025年第3期171-185,共15页
[Objective]The construction of weirs changes the hydraulic characteristics of rivers and affects the structure of phytoplankton communities and the health of aquatic ecosystems in the river.This study aims to explore ... [Objective]The construction of weirs changes the hydraulic characteristics of rivers and affects the structure of phytoplankton communities and the health of aquatic ecosystems in the river.This study aims to explore the nonlinear response relationship between phytoplankton community structure and its driving factors in spring and autumn in Furong Creek under the construction of cascade weirs.[Methods]The structure of phytoplankton communities and related environmental factors were investigated in Furong Creek from 2023 to 2024.This study focused on the analysis of the changes of nutrient concentrations and biomass of phytoplankton in autumn and spring within the same dry season in Furong Creek.Redundancy analysis was used to identify the key factors influencing the structure of phytoplankton communities.The MIKE 11 model was employed to simulate the hydrodynamic changes in the river.Combined with total nitrogen and permanganate index,a GAM model of phytoplankton diversity index and hydrodynamic factors was developed,and the change of phytoplankton diversity after the optimized layout of the cascade weirs was fitted.[Results]The result showed that the annual average value of Shannon-Wiener diversity index of phytoplankton in Furong Creek was 2.79,which was in a state of mild pollution.A total of 239 species from 95 genera in 8 phyla were identified.Among the phytoplankton,Chlorophyta was the dominant group throughout the year in Furong Creek,followed by Bacillariophyta and Cyanophyta.The cell abundance of phytoplankton ranged from 3.11 to 20.64 mg/L and from 0.23 to 6.31 mg/L in spring and autumn,which indicated a clear seasonal succession of phytoplankton community structure.Compared with autumn,the relative abundance of Cyanophyta significantly decreased in spring across the whole river section,while Chrysophyta and Dinophyta showed significant increase at some monitoring sites,leading to water bloom phenomenon and a noticeable decline in the diversity of phytoplankton.The dominant species in the water bodies throughout the year were Cyclotella catenata,Chlorella vulgaris,Scenedesmus bijuga,Scenedesmus quadricauda,Chroomonas acuta,Cryptomonas ovata,and Cryptomonas erosa.Redundancy analysis(RDA)showed that hydrodynamic factors(v,h)and water environmental factors(TN,COD_(Mn))were the main influencing factors of phytoplankton community structure.[Conclusion]The result show that the nutrient concentration,phytoplankton biomass,and density in Furong Creek in spring are significantly higher than in autumn.The GAM model,constructed by combining hydrodynamic and environmental factors,can effectively reflect the nonlinear relationship between phytoplankton diversity index and its driving factors.In spring,with an increase in nutrient concentration,the habitat conditions of low flow speed and high water depths formed by overflow weirs will lead to a decrease in the Shannon-Wiener index of phytoplankton and an intensified risk of eutrophication.However,a reasonable layout scheme of cascade weirs will improve the diversity of phytoplankton and reduce the risk of eutrophication in the river.The findings of this study can help deepen the understanding of the ecological and environmental effects of cascade weir construction in the river. 展开更多
关键词 cascade weirs MIKE 11 model redundancy analysis GAM model influencing factors
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基于SPSS的城市区域地下水变异Factor Analysis过程 被引量:13
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作者 何兴江 张信贵 易念平 《地质与勘探》 CAS CSCD 北大核心 2006年第1期93-96,共4页
对需要大量运算的统计问题,运用SPSS软件可以快速得到演算结果,从而彻底消除重复而单调的过程,研究人员可更多地专注于统计模型的建立。作者建立了城市建设引发城市区域的地下水缓慢变异的模型,调用SPSS的Factor Analysis过程,对城市区... 对需要大量运算的统计问题,运用SPSS软件可以快速得到演算结果,从而彻底消除重复而单调的过程,研究人员可更多地专注于统计模型的建立。作者建立了城市建设引发城市区域的地下水缓慢变异的模型,调用SPSS的Factor Analysis过程,对城市区域地下水场变异起重要的组分进行提取,以起重要作用的K、Na、Ca、Mg、Fe、Mn组分最少组合来作为评价地下水变异的指标体系。对南宁市区地下水中特征点进行初步定量分析表明,城市区域地下水年变异水平是城市的建设与发展作用的结果,随时间增长变异水平呈增长之势。从历史背景下研究城市区域地下水缓慢变异程度及趋势,对城市地下水演化规律的认识有重要的指导意义。 展开更多
关键词 SPSS软件 地下水环境变异 水化学组分 评价指标 因子分析
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基于Factor Analysis&AHP的高校图书馆学生读者满意度评价体系构建 被引量:1
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作者 丁璇 孔超 《现代情报》 CSSCI 2013年第10期42-44,49,共4页
以高校图书馆学生读者满意度为研究对象,结合高校图书馆特点,通过分析影响学生读者满意度的各种因素,构建高校图书馆读者满意度评价体系,并运用因子分析与层次分析相结合的方式进行实证研究。
关键词 高校图书馆 读者满意度 评价体系 因子分析 层次分析
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Measuring speed consistency for freeway diverge areas using factor analysis 被引量:2
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作者 曲栩 郭唐仪 +1 位作者 王炜 胡启洲 《Journal of Central South University》 SCIE EI CAS 2013年第1期267-273,共7页
Although either absolute speed or speed difference can be considered as a measure for speed consistency, few researches consider both in practice. The factor analysis method was introduced to extract an optimal number... Although either absolute speed or speed difference can be considered as a measure for speed consistency, few researches consider both in practice. The factor analysis method was introduced to extract an optimal number of factors from numerous original measures. The freeway diverging zone was divided into four elements, namely the upstream, the diverge area, the downstream and the exit ramp. Operating speeds together with individual vehicle speeds were collected at each element with radar guns. Following the factor analysis procedure, two factors, which explain 96.722% of the variance in the original data, were retained from the initial seven speed measures. According to the loadings after Varimax rotation, the two factors are clearly classified into two categories. The first category is named "speed scale" reflecting the absolute speed, and the other one is named "speed dispersion" interpreting speed discreteness. Then, the weighted score of speed consistency for each diverge area is given in terms of linear combination of the two retained factors. To facilitate the level classification of speed consistency, the weighted scores are normalized in the range of (0, 1.0). The criterion for speed consistency classification is given as 0≤F N <0.30, good consistency; 0.30≤F N <0.60, fair consistency; 0.60≤ F N ≤1.00, poor consistency. The validation by comparing with previously developed measures shows that the proposed measure is acceptable in evaluating speed consistency. 展开更多
关键词 SAFETY FREEWAY speed consistency factor analysis
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Influencing factor analysis of interception probability and classification-regression neural network based estimation 被引量:1
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作者 NAN Yi YI Guoxing +2 位作者 HU Lei WANG Changhong TU Zhenbiao 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2023年第4期992-1006,共15页
The interception probability of a single missile is the basis for combat plan design and weapon performance evaluation,while its influencing factors are complex and mutually coupled.Existing calculation methods have v... The interception probability of a single missile is the basis for combat plan design and weapon performance evaluation,while its influencing factors are complex and mutually coupled.Existing calculation methods have very limited analysis of the influence mechanism of influencing factors,and none of them has analyzed the influence of the guidance law.This paper considers the influencing factors of both the interceptor and the target more comprehensively.Interceptor parameters include speed,guidance law,guidance error,fuze error,and fragment killing ability,while target performance includes speed,maneuverability,and vulnerability.In this paper,an interception model is established,Monte Carlo simulation is carried out,and the influence mechanism of each factor is analyzed based on the model and simulation results.Finally,this paper proposes a classification-regression neural network to quickly estimate the interception probability based on the value of influencing factors.The proposed method reduces the interference of invalid interception data to valid data,so its prediction accuracy is significantly better than that of pure regression neural networks. 展开更多
关键词 interception probability simulation modeling analysis of influencing factors probability estimation neural networks
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Comprehensive Evaluation of Processing Quality of Tibetan Native Hulless Barley Variety by Factor Analysis
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作者 Jin Yu-long Bai Ting +5 位作者 Zhang Yu-hong Zhu Ming-xia Zhang Zhi-wei Wang Shan-shan Liu Xiao-jiao Jia Fu-chen 《Journal of Northeast Agricultural University(English Edition)》 CAS 2021年第2期61-68,共8页
The purpose of this study was to explore the quality of the Tibetan native hulless barley variety in depth and to evaluate the characteristics of its processing quality using ratio analysis.For this study,10 native ba... The purpose of this study was to explore the quality of the Tibetan native hulless barley variety in depth and to evaluate the characteristics of its processing quality using ratio analysis.For this study,10 native barley varieties were chosen with the detection of 24 quality indexes in order to build a system of comprehensive evaluation.The results of the factor analysis indicated that seven common factors with an eigenvalue greater than 1 were extracted,cumulatively accounting for 96.21%of the total variance.The first common factor,including ASP,GLU,SER,GLY,ARG,TYR and CYS contents,accounted for 33.82% of the variance.The second common factor,including ash,the total starch,soluble fiber,VB_(3),Cu,Mn,Na and beta-glucan contents,accounted for 19.46%of the variance.The third common factor,including the total dietary fiber,α-VE,K,Zn and glutelin.The fourth common factor,including B,Ba and prolamin,explained the barley starch character of the rheological property.The fifth common factor included crude fiber.The sixth and the seventh common factors did not account for a substantial amount of variance.According to the comprehensive evaluation model,the score consequence was as the following:Zangqing25>Pengnaigabu>Lhasa changhei>2004Qing21>Lhasa duanbai>Liangamu>Zhikonggaxia>lianmubai>Jiangreejiu>Longzihei. 展开更多
关键词 Tibetan hulless barley process quality comprehensive evaluation factor analysis
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Unascertained Factor Method of Dynamic Characteristic Analysis for Antenna Structures
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作者 朱增青 梁震涛 陈建军 《Defence Technology(防务技术)》 SCIE EI CAS 2008年第3期167-172,共6页
The dynamic characteristic analysis model of antenna structures is built,in which the structural physical parameters and geometrical dimensions are all considered as unascertained variables.And a structure dynamic cha... The dynamic characteristic analysis model of antenna structures is built,in which the structural physical parameters and geometrical dimensions are all considered as unascertained variables.And a structure dynamic characteristic analysis method based on the unascertained factor method is given.The computational expression of structural characteristic is developed by the mathematics expression of unascertained factor and the principles of unascertained rational numbers arithmetic.An example is given,in which the possible values and confidence degrees of the unascertained structure characteristics are obtained.The calculated results show that the method is feasible and effective. 展开更多
关键词 计算数学 固体力学 结构动力学 性状分析
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Upper bound analysis of slope stability with nonlinear failure criterion based on strength reduction technique 被引量:25
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作者 赵炼恒 李亮 +2 位作者 杨峰 罗强 刘项 《Journal of Central South University》 SCIE EI CAS 2010年第4期836-844,共9页
Based on the upper bound limit analysis theorem and the shear strength reduction technique, the equation for expressing critical limit-equilibrium state was employed to define the safety factor of a given slope and it... Based on the upper bound limit analysis theorem and the shear strength reduction technique, the equation for expressing critical limit-equilibrium state was employed to define the safety factor of a given slope and its corresponding critical failure mechanism by means of the kinematical approach of limit analysis theory. The nonlinear shear strength parameters were treated as variable parameters and a kinematically admissible failure mechanism was considered for calculation schemes. The iterative optimization method was adopted to obtain the safety factors. Case study and comparative analysis show that solutions presented here agree with available predictions when nonlinear criterion reduces to linear criterion, and the validity of present method could be illuminated. From the numerical results, it can also be seen that nonlinear parameter rn, slope foot gradient ,β, height of slope H, slope top gradient a and soil bulk density γ have significant effects on the safety factor of the slope. 展开更多
关键词 nonlinear failure criterion strength reduction method upper-bound theorem of limit analysis slope stability analysis factor of safety
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Couple analysis on strength reduction theory and rheological mechanism for slope stability 被引量:4
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作者 刘子振 言志信 段建 《Journal of Central South University》 SCIE EI CAS 2008年第S1期351-356,共6页
Considering the rheological properties of rock and soil body,and exploiting the merit of strength reduction technique,a theory of couple analysis is brought forward on the basis of strength reduction theory and rheolo... Considering the rheological properties of rock and soil body,and exploiting the merit of strength reduction technique,a theory of couple analysis is brought forward on the basis of strength reduction theory and rheological properties.Then,the concept and the calculation procedure of the safety factor are established at different time.Making use of finite element software ANSYS,the most dangerous sliding surface of the slope can be obtained through the strength reduction technique.According to the dynamic safety factor based on rheological mechanism,a good forecasting could be presented to prevent and cure the landslide.The result shows that the couple analysis reveals the process of the slope failure with the time and the important influence on the long-term stability due to the rheological parameters. 展开更多
关键词 SLOPE stability STRENGTH REDUCTION RHEOLOGICAL properties COUPLE analysis safety factor
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Pseudo-static analysis of cantilever retaining walls using upper bound limit analysis approach 被引量:9
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作者 Asadollah RANJBAR KARKANAKI Navid GANJIAN Farajollah ASKARI 《Journal of Central South University》 SCIE EI CAS CSCD 2019年第1期241-255,共15页
Given the extensive utilization of cantilever retaining walls in construction and development projects,their optimal design and analysis with proper attention to seismic loads is a typical engineering problem.This res... Given the extensive utilization of cantilever retaining walls in construction and development projects,their optimal design and analysis with proper attention to seismic loads is a typical engineering problem.This research presents a new algorithm for pseudo-static analysis of retaining walls employing upper bound method.The algorithm can be utilized to design and check the external and internal stability of the wall based on the proposed mechanism.One of the main features of this algorithm is its ability to determine the critical condition of failure wedges,the minimum safety factor and maximum force acting on the wall,as well as the minimum weight of the wall,simultaneously,by effectively using the multi-objective optimization.The results obtained by the proposed failure mechanisms show that,while using the upper bound limit analysis approach,the active force should be maximized concurrent with optimizing the direction of the plane passing through the back of the heel.The present study also applies the proposed algorithm to determine the critical direction of the earthquake acceleration coefficient.The critical direction of earthquake acceleration coefficient is defined as the direction that maximizes the active force exerted on the wall and minimizes the safety factor for wall stability.The results obtained in this study are in good agreement with those of similar studies carried out based on the limit equilibrium method and finite element analysis.The critical failure mechanisms were determined via optimization with genetic algorithm. 展开更多
关键词 retaining wall upper bound pseudo-static analysis safety factor multi-objective optimization
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Analysis and forecast of residential building energy consumption in Chongqing on carbon emissions 被引量:2
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作者 李沁 刘猛 钱发 《Journal of Central South University》 SCIE EI CAS 2009年第S1期214-218,共5页
Carbon emissions mainly result from energy consumption. Carbon emissions inevitably will increase to some extent with economic expansion and rising energy consumption. We introduce a gray theory of quantitative analys... Carbon emissions mainly result from energy consumption. Carbon emissions inevitably will increase to some extent with economic expansion and rising energy consumption. We introduce a gray theory of quantitative analysis of the energy consumption of residential buildings in Chongqing,China,on the impact of carbon emission factors. Three impacts are analyzed,namely per capita residential housing area,domestic water consumption and the rate of air conditioner ownership per 100 urban households. The gray prediction model established using the Chongqing carbon emission-residential building energy consumption forecast model is sufficiently accurate to achieve a measure of feasibility and applicability. 展开更多
关键词 carbon emissions factor analysis GRAY prediction model RESIDENTIAL building energy CONSUMPTION
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Global lateral buckling analysis of idealized subsea pipelines 被引量:4
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作者 刘润 刘文彬 +1 位作者 吴新利 闫澍旺 《Journal of Central South University》 SCIE EI CAS 2014年第1期416-427,共12页
In order to avoid the curing effects of paraffin on the transport process and reduce the transport difficulty,usually high temperature and high pressure are used in the transportation of oil and gas.The differences of... In order to avoid the curing effects of paraffin on the transport process and reduce the transport difficulty,usually high temperature and high pressure are used in the transportation of oil and gas.The differences of temperature and pressure cause additional stress along the pipeline,due to the constraint of the foundation soil,the additional stress can not release freely,when the additional stress is large enough to motivate the submarine pipelines buckle.In this work,the energy method is introduced to deduce the analytical solution which is suitable for the global buckling modes of idealized subsea pipeline and analyze the relationship between the critical buckling temperature,buckling length and amplitude under different high-order global lateral buckling modes.To obtain a consistent formulation of the problem,the principles of virtual displacements and the variation calculus for variable matching points are applied.The finite element method based on elasto-plastic theory is used to simulate the lateral global buckling of the pipelines under high temperature and pressure.The factors influencing the lateral buckling of pipelines are further studied.Based upon some actual engineering projects,the finite element results are compared with the analytical ones,and then the influence of thermal stress,the section rigidity of pipeline,the soil properties and the trigging force to the high order lateral buckling are discussed.The method of applying the small trigging force on pipeline is reliable in global buckling numerical analysis.In practice,increasing the section rigidity of a pipeline is an effective measure to improve the ability to resist the global buckling. 展开更多
关键词 PIPELINE high order lateral buckling analytical solution finite element analysis influence factors
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Stability analysis of cohesive soil embankment slope based on discrete element method 被引量:4
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作者 XU Guang-ji ZHONG Kun-zhi +2 位作者 FAN Jian-wei ZHU Ya-jing ZHANG Yu-qing 《Journal of Central South University》 SCIE EI CAS CSCD 2020年第7期1981-1991,共11页
In order to study the safety factor and instability process of cohesive soil slope, the discrete element method(DEM) was applied. DEM software PFC2 D was used to simulate the triaxial test to study the influence of th... In order to study the safety factor and instability process of cohesive soil slope, the discrete element method(DEM) was applied. DEM software PFC2 D was used to simulate the triaxial test to study the influence of the particle micro parameters on the macroscopic characteristics of cohesive soil and calibrate the micro parameters of DEM model on this basis. Embankment slope stability analysis was carried out by strength reduction and gravity increase method, it is shown that the safety factor obtained by strength reduction method is more conservative, and the arc-shaped feature of the sliding surface under the gravity increase method is more obvious. Throughout the progressive failure process, the failure trends, maximum displacements, and velocity changes obtained by the two methods were consistent. When slope was destroyed, the upper part was cracked, the middle part was sheared, and the lower part was destroyed by extrusion. The conclusions of this paper can be applied to the safety factor calculation of cohesive soil slopes and the analysis of the instability process. 展开更多
关键词 embankment slope cohesive soil stability analysis numerical simulation PFC2D software safety factor
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Dynamic analysis of subway station subjected to internal blast loading 被引量:1
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作者 何伟 陈健云 郭靖 《Journal of Central South University》 SCIE EI CAS 2011年第3期917-924,共8页
The study was motivated by the fact that explosion inside the subway structure may not only cause direct life loss,but also damage the subway structure and lead to further loss of lives and properties.The propagation ... The study was motivated by the fact that explosion inside the subway structure may not only cause direct life loss,but also damage the subway structure and lead to further loss of lives and properties.The propagation law of explosion wave in the subway station was analyzed and a simplified model of overpressure in the subway station was also proposed.Whereafter,the improved dynamic cam-clay model of soil and the concrete damaged plasticity constitutive model were used for the dynamic analysis of the subway station.Meanwhile,the influences of soil stiffness and burial depth on the dynamic response of the subway station were looked into.The results show that the multi-peak overpressure in the subway station does not appear,and large stresses concentrate on the central column and the floor slab of the subway station,so some special reinforcement measures should be taken in these parts.The effect of soil stiffness and burial depth on the stress of the central column is little;however,the effect on the stress of the station side wall is relatively obvious. 展开更多
关键词 subway station intemal explosion nonlinear dynamic analysis influence factor
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Comparative analysis of volatile constituents between herbal pair flos lonicerae-caulis lonicerae and its single herbs 被引量:1
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作者 湛雪辉 徐光伟 +4 位作者 李飞 李晓如 周随安 曹芬 李侠 《Journal of Central South University》 SCIE EI CAS 2010年第4期726-731,共6页
Gas chromatography-mass spectrometry(GC-MS) and the chemometric resolution method(alternative moving window factor analysis,AMWFA) were used for comparative analysis of volatile constituents in herbal pair(HP) flos lo... Gas chromatography-mass spectrometry(GC-MS) and the chemometric resolution method(alternative moving window factor analysis,AMWFA) were used for comparative analysis of volatile constituents in herbal pair(HP) flos lonicerae-caulis lonicerae(FL-CL) and its single herbs.The temperature-programmed retention index(PTRI) was also employed for the identification of compounds.In total,44,39,and 50 volatile chemical components in volatile oil of FL,CL and HP FL-CL were separately determined qualitatively and quantitatively,accounting for 87.22%,94.54% and 90.08% total contents of volatile oil of FL,CL and HP FL-CL,respectively.The results show that there are 32 common volatile constituents between HP FL-CL and single herb FL,33 common volatile constituents between HP FL-CL and single herb CL,and 10 new constituents in the volatile oil of HP FL-CL. 展开更多
关键词 herbal pair flos lonicerae-caulis lonicerae volatile oil gas chromatography-mass spectrometry alternative moving window factor analysis
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Analyzing Factors Contributing to Farmers' Willingness to Participate in Rural Cooperative Finance Organizations
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作者 Yu Yang Zhang Li 《Journal of Northeast Agricultural University(English Edition)》 CAS 2019年第1期86-96,共11页
It has been commonly recognized that the cooperative finance organizations in China's rural areas have been playing an important role in spreading farm production risks, increasing farmers' income, as well as ... It has been commonly recognized that the cooperative finance organizations in China's rural areas have been playing an important role in spreading farm production risks, increasing farmers' income, as well as stimulating the overall rural economic growth. This paper attempted to identify the key factors which potentially contributed to the farmers' willingness to participate in the new-form of the rural cooperative finance organizations sponsored by the Chinese governments. In the process, a total of 442 farmer households as well as small-micro farming enterprises were sampled from the villages in Panjin municipality of Liaoning Province in China, where the new form of the rural cooperative finance organization(NFRCFO) experiment was under way. Those potential factors were classified into the four categories, including the characteristics of the famer households, the reputation of the rural finance cooperatives, transaction costs paid, as well as service quality. A discrete Logit model was used for parameter estimations. The results showed that most of the factors being considered exhibited statistically significant effects on the farmers' willingness to take part in NFRCFO, but with each presenting different levels of impacts. The causes and effects for those uncovered empirical results were fully discussed following by policy implication discussion. 展开更多
关键词 factor analysis RURAL cooperative FINANCE WILLINGNESS to participate LOGIT model
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Analysis on Dairy Consumption in Heilongjiang Province
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作者 Wang Yang Wang Li-min Li Cui-xia 《Journal of Northeast Agricultural University(English Edition)》 CAS 2013年第3期88-96,共9页
This paper elaborated dairy consumption status in Heilongjiang Province from seven aspects: dairy total consumption, comparison of dairy consumption between urban and rural, dairy consumption under different income l... This paper elaborated dairy consumption status in Heilongjiang Province from seven aspects: dairy total consumption, comparison of dairy consumption between urban and rural, dairy consumption under different income levels, consumption category structure, consumption brand structure, consumption channels and consumer information source. On this basis, factors affecting dairy consumption and trends of dairy consumption were further analyzed. The result showed that dairy consumption potential of Heilongjiang Province should be excavated. On one hand, rural consumer market should be further developed; on the other hand, dairy consumption market should be further broken down to meet different needs of different groups of people. 展开更多
关键词 dairy consumption influencing factor trend analysis
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Reliability Sensitivity Analysis for Location Scale Family
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作者 洪东跑 张海瑞 《Defence Technology(防务技术)》 SCIE EI CAS 2011年第3期188-192,共5页
Many products always operate under various complex environment conditions. To describe the dynamic influence of environment factors on their reliability, a method of reliability sensitivity analysis is proposed. In th... Many products always operate under various complex environment conditions. To describe the dynamic influence of environment factors on their reliability, a method of reliability sensitivity analysis is proposed. In this method, the location parameter is assumed as a function of relevant environment variables while the scale parameter is assumed as an unknown positive constant. Then, the location parameter function is constructed by using the method of radial basis function. Using the varied environment test data, the log-likelihood function is transformed to a generalized linear expression by describing the indicator as Poisson variable. With the generalized linear model, the maximum likelihood estimations of the model coefficients are obtained. With the reliability model, the reliability sensitivity is obtained. An instance analysis shows that the method is feasible to analyze the dynamic variety characters of reliability along with environment factors and is straightforward for engineering application. 展开更多
关键词 system engineering RELIABILITY sensitivity analysis environment factor location scale family radial basis function generalized linear model
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Analytical Solution for Plastic Responses of Metal Beams under Repeated Impacts Based on Membrane Factor Method
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作者 GUO Kai-ling ZHANG Yi-jiang +1 位作者 MU Meng-ying ZHU Ling 《船舶力学》 EI CSCD 北大核心 2024年第12期1891-1907,共17页
Marine structures are frequently subjected to repeated impact loadings,resulting in failure of the structures,even causing serious accidents.The analytical expressions of dimensionless permanent deflection and impact ... Marine structures are frequently subjected to repeated impact loadings,resulting in failure of the structures,even causing serious accidents.The analytical expressions of dimensionless permanent deflection and impact force of a metal beam based on maximal normal yield surface are derived by membrane factor method(MFM),then the results are compared with repeated impact tests.It can be found that the solutions based on MFM are between the upper and lower bounds,and very close to the results of the repeated impact tests,indicating the theoretical model proposed can predict the plastic responses of the metal beam accurately.What’s more,the influences of impact location and boundary condition on the dynamic responses of the beam subjected to repeated impacts are determined.Results show that,as the distance of impact location from the middle span of the beam increases,the permanent deflection decreases,while the impact force increases.Meanwhile,the influences of impact location enhance as the impact number increases.When the permanent deflection is smaller than the thickness,the effect of boundary condition on the plastic responses is significant.However,when the deflection is larger than the thickness,the beam will be like a string and only axial force works,resulting in little influence of boundary condition on the plastic responses of the beam. 展开更多
关键词 repeated impact theoretical analysis membrane factor method impact location boundary condition
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南疆地区春播大豆主要农艺性状分析与综合评价 被引量:2
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作者 张恒斌 何宗铃 +6 位作者 赵靓 曾凯 水涌 张祥池 苏鑫 战勇 张占琴 《大豆科学》 北大核心 2025年第1期33-41,共9页
为筛选出适宜南疆地区春播种植的优质高产大豆品种(系),2023年对引进的29份大豆品种(系)的10个性状(生育期、株高、主茎节数、单株荚数、单株粒数、百粒重、收获株数、粗蛋白、粗脂肪和产量)进行变异性、相关性、因子分析和聚类分析。... 为筛选出适宜南疆地区春播种植的优质高产大豆品种(系),2023年对引进的29份大豆品种(系)的10个性状(生育期、株高、主茎节数、单株荚数、单株粒数、百粒重、收获株数、粗蛋白、粗脂肪和产量)进行变异性、相关性、因子分析和聚类分析。结果表明:10个性状的变异系数范围为3.63%~23.76%;产量与株高、主茎节数、生育期呈极显著正相关(P<0.01),与单株荚数和单株粒数呈显著正相关(P<0.05)。因子分析将10个性状浓缩为4个主因子,分别为株高因子、产量品质因子、产量构成因子和百粒重因子,且累计贡献率达到88.74%。聚类分析表明,29份大豆品种(系)可聚类成6大类群,第Ⅰ类群包括8份材料,第Ⅱ类群包括7份材料,第Ⅲ类群包括10份材料,第Ⅳ类群包括2份材料,第Ⅴ和第Ⅵ类各1份材料。根据综合因子分析与聚类分析结果,筛选出吉育4412、吉育4521、吉育5412、新大豆23号、新振豆10号、新振豆7号、新振豆8号、新振豆9号和吉育5523,这9个品种(系)综合性状良好,产量提升空间大,适宜在南疆地区春播种植。 展开更多
关键词 南疆 春播种植 大豆品种 因子分析 聚类分析 综合评价
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