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A Prediction Model of Peasants’ Income in China Based on BP Neural Network 被引量:2
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作者 GUO Qing-chun1,HE Zhen-fang2,LI Li3,KONG Ling-jun1,ZHANG Xiao-yong1,KOU Li-qun1 1.Shaanxi Radio &TV University,Xi’an 710068,China 2.Cold and Arid Regions Environmental and Engineering Research Institute,Chinese Academy of Sciences,Lan’zhou 730000,China 3.Institute of Earth Environment,Chinese Academy of Sciences,Xi’an 710075,China 《Asian Agricultural Research》 2011年第4期88-90,94,共4页
According to the related data affecting the peasants’ income in China in the years 1978-2008,a total of 13 indices are selected,such as agricultural population,output value of primary industry,and rural employees.Bas... According to the related data affecting the peasants’ income in China in the years 1978-2008,a total of 13 indices are selected,such as agricultural population,output value of primary industry,and rural employees.Based on the standardized method and BP neural network method,the peasants’ income and the artificial neural network model are established and analyzed.Results show that the simulation value agrees well with the real value;the neural network model with improved BP algorithm has high prediction accuracy,rapid convergence rate and good generalization ability.Finally,suggestions are put forward to increase the peasants’ income,such as promoting the process of urbanization,developing small and medium-sized enterprises in rural areas,encouraging intensive operation,and strengthening the rural infrastructure and agricultural science and technology input. 展开更多
关键词 BP NEURAL Network peasants INCOME FORECAST China
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Impact of organophosphorous pesticide exposure on semen quality of Chinese peasants
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作者 Wen-YingLi Jun-QingWu +3 位作者 Xiao-PingZou Cai-QinXiao Wei-JinZhou Er-ShengGao 《Asian Journal of Andrology》 SCIE CAS CSCD 2004年第3期258-258,共1页
Aim: To investigate the impact of organophosphorous pesticide exposure and other risk factors on the semen quality of Chinese peasants. Method: Questionnaire investigation, external genital examination and laboratory ... Aim: To investigate the impact of organophosphorous pesticide exposure and other risk factors on the semen quality of Chinese peasants. Method: Questionnaire investigation, external genital examination and laboratory examination were conducted on 322 male peasants, including the exposed and the control groups of 161 subjects each. Results: Multivariate analysis showed that the educational level and the years of alcohol drinking influenced the semen volume. Compared with subjects of primary school education or lower, those with junior high school education had a higher semen volume (OR=1.961). Proportion of subjects with higher semen volume decreased with increased years of alcohol drinking (OR=0.962). Organophosphorous pesticide exposure decreased the number of forward progression sperm (OR=0.528), the sperm density (OR=0.266), the sperm viability (OR=0.398) and the percentage of normal morphology sperm (OR=0.281). A possible relationship was present between the season of semen collection and the number of forward progression sperm, sperm viability and percentage of normal morphology sperm. Compared with the summer data, the above three indices were higher in winter (OR being 2. 272, 4.060 and 5.249, respectively). Conclusion: Exposure to organophosphorous pesticide could damage the semen quality of the peasants. Education and alcohol drinking also affect the semen quality. 展开更多
关键词 organophosphorous pesticide semen quality peasants risk factor
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Strategies for Cultivating New Peasants Based on Modern Agricultural Development
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作者 Fanxing MENG Jianguo ZHOU 《Asian Agricultural Research》 2013年第8期41-44,46,共5页
Development of modern agriculture has higher and higher requirements on quality of peasants.This study,on the basis of connotations of modern agriculture,current situation and problems of Chinese peasants,and contradi... Development of modern agriculture has higher and higher requirements on quality of peasants.This study,on the basis of connotations of modern agriculture,current situation and problems of Chinese peasants,and contradictions between modern agricultural development and peasants' quality,specifies requirements of modern agriculture on new peasants,proposes corresponding suggestions to promote the cultivation of new Chinese peasants. 展开更多
关键词 MODERN AGRICULTURE New peasants CULTIVATION Counte
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Different Characteristics of Peasant Issues from the Connections between Peasants and Land
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作者 LIN Yi-ping 《Asian Agricultural Research》 2010年第8期36-39,共4页
The paper analyzes the different characteristics of peasant issues formed by connections between peasants and land at different historical stages,and offers a reference for us to look squarely at peasant issues in the... The paper analyzes the different characteristics of peasant issues formed by connections between peasants and land at different historical stages,and offers a reference for us to look squarely at peasant issues in the reality.The characteristics of peasant issues with land as the inherent feature are:the degree of connection decides the classification and policies of peasants;the private ownership of land decides the political status and influences of peasants;the inherence of private connections with land determines the future of peasants.The characteristics of peasant issues with land as the core value are:the peasant issues with land as the core is the key to victory of new-democratic revolution;the peasant issues with land as the core is the basis of establishment of socialist system;the characteristics of peasant issues with land as the guarantee are:carriers of peasants interests change from unicity to diversity;peasants change from identity certification to vocational certification;the economic influence of peasants changes and penetrates from part to entirety. 展开更多
关键词 LAND peasant issues CHARACTERISTICS China
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Reflections on the Peasants' Subjectivity in the Development of Rural Deliberative Democracy 被引量:1
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作者 Pan Kun Huang Jie 《学术界》 CSSCI 北大核心 2017年第4期294-305,共12页
The subjectivity of China's people deliberative democracy is essentially different from Western capital deliberative democracy. And the people's subjectivity naturally manifests as peasant's subjectivity i... The subjectivity of China's people deliberative democracy is essentially different from Western capital deliberative democracy. And the people's subjectivity naturally manifests as peasant's subjectivity in the deliberative democracy in rural areas. Combined with normative analysis of the whole process of rural deliberation practice,peasants' subjectivity can be summarized as broad equality of participation,completeness of the program,as well as final benefit of the result. However,there are some hidden dangers which may give rise to alienation development of deliberative politics in the current dilemma of rural deliberation practice.The fundamental way to solve the problem lies in combining subjectivity and institutionalization together to develop the rural deliberative democracy. 展开更多
关键词 中国 民营企业 资本企业 经济学
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Land-losing Farmers' Citizenization in the Process of Urbanization
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作者 QU Xiao-juan Weinan Teachers University,Weinan 714000,China 《Asian Agricultural Research》 2011年第2期116-118,130,共4页
Starting from the status of citizenization of land-losing farmers,problems in the citizenization are analyzed,such as the difficulty in land-losing farmers' economic life after turning into citizens,employment dif... Starting from the status of citizenization of land-losing farmers,problems in the citizenization are analyzed,such as the difficulty in land-losing farmers' economic life after turning into citizens,employment difficulties of land-losing farmers after living in the city,and the prominent problems in social security of land-losing farmers.Causations for the citizenization problems of land-losing farmers are analyzed.Firstly,institutionalized rejection is the root of the obstacle in citizenization of land-losing farmers.Secondly,exclusion from social security system is a fundamental reason.Thirdly,exclusion of land-losing farmers from both urban citizens and themselves is the subjective factor.Fourthly,exclusion of land-losing farmers from urban employment is the objective factor.Based on these,countermeasures are put forward:formulating a reasonable price of land transfer;establishing a reasonable land compensation and benefit-sharing mechanism;setting up a multi-level social security system for land-losing farmers;increasing the human capital investment in land-losing farmers to enhance their employment status;and improving the cultural quality of land-losing farmers to realize the change in lifestyle. 展开更多
关键词 land-losing FARMER CITIZENIZATION SOCIAL security
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Social Security of Land-losing Farmers in Urban Demolition——A Case of Hedong Village, Chengzhong District,Liuzhou City
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作者 HE Ling-ling, LU Yong-ming Department of management, Guangxi university of Technology, Liuzhou 545006, China 《Asian Agricultural Research》 2010年第9期31-36,共6页
Based on the survey of peasants from 40 households who are chosen at random and have lost their land in the Hedong Village of Liuzhou, the status quo of land expropriation and social security of land-losing peasants a... Based on the survey of peasants from 40 households who are chosen at random and have lost their land in the Hedong Village of Liuzhou, the status quo of land expropriation and social security of land-losing peasants are expounded. The social security problems of peasants in urban demolition and peasantsh desperate demands are analyzed as follows. For example, the Main problems after the peasants losing their lands cover the substandard of resettlement, which can not maintain the former living standard; the source of income has changed and the relevant security mechanism has not been established; the peasants who have lost their land are in desperate need of more stable jobs and stable income. In view of the current situation, the countermeasures and suggestions for establishing social security mechanism for peasants who have lost their land are put forward. The measures cover establishing the subsistence allowances for land-losing peasants; establishing the guarantee system for aged people; building medical care system; providing employment and training opportunity, trying to increase the channels of employment for farmers and fostering the employment security system for peasants who have lost their land. 展开更多
关键词 land-losing FARMERS SOCIAL security URBAN demoliti
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Approaches of Realizing Cultural Value of Red Revolutionary Site in Jiangxi Province:A Case Study of Chinese Workers' and Peasants' Red Army in Xiushui County
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作者 WANG Qin CHEN Xiaogang LU Shizhu 《Journal of Landscape Research》 2016年第4期85-86,90,共3页
Red revolutionary site is a significant carrier for inheriting and spreading red culture,a witness of revolutionary history and stones,and also the best place to show connotations and value of red culture.Taking the r... Red revolutionary site is a significant carrier for inheriting and spreading red culture,a witness of revolutionary history and stones,and also the best place to show connotations and value of red culture.Taking the regiment headquarter and the division headquarter of the First Division of the First Army in Xiushui County,Jiangxi Province for example,this paper explored cultural value of red site,analyzed the existing problems,tried to figure out scientific approaches of realizing cultural value of red site,so as to promote the sharing and inheritance of cultural value of red revolutionary site. 展开更多
关键词 Revolutionary site Cultural value Realization approach Site or Chinese Workers and peasants Red Army in Xiushui County
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Research on the Urban Integration of Land-losing Farmers
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作者 QU Xiao-juan 《Asian Agricultural Research》 2011年第1期130-133,138,共5页
Fishbone chart is used to analyze the status of the living ability of land-losing farmers, as well as its causation from the aspects of system layer, social support network, land-losing farmer themselves, and economic... Fishbone chart is used to analyze the status of the living ability of land-losing farmers, as well as its causation from the aspects of system layer, social support network, land-losing farmer themselves, and economic layer. Result shows that the system layer includes the unreasonable land compensation, the lack of social security for land-losing farmers, and the employment exclusion of land-losing farmers. Small scale and low heterogeneity are the causations for social support network. Low willingness to become citizens, low cultural quality and difficulty in role change are the causations of land-losing farmers themselves. The low expected return and high living cost are the causations for economic layer. Based on the above analysis, countermeasures to improve the urban-living ability of land-losing farmers are put forward, such as improving the land expropriation system, establishing a multi-level social security system, enhancing the training and employment mechanism of land-losing farmers, and improving the quality of land-losing farmers. 展开更多
关键词 land-losing farmers CITIZENIZATION Fishbone chart Urban integration China
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Foreign Ducks Help Peasants to Shake Off Poverty
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作者 By staff reporter LIJIANGUO 《China Today》 1996年第6期33-35,共3页
ForeignDucksHelpPeasantstoShakeOffPovertyBystaffreporterLIJIANGUOLYINGINtheDabieMountainAreaincentralChiXiny... ForeignDucksHelpPeasantstoShakeOffPovertyBystaffreporterLIJIANGUOLYINGINtheDabieMountainAreaincentralChiXinyangPrefecturewasf... 展开更多
关键词 to FOREIGN OFF peasants POVERTY Ducks
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Foreign Friends in China Two American "Peasants" in China
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作者 CHEN WEIYUAN 《China Today》 1995年第2期46-48,共3页
ForeignFriendsinChinaTwoAmerican"Peasants"inChina¥//TheyhavelivednearlyhalfacenturyinChina,workinghard,alway... ForeignFriendsinChinaTwoAmerican"Peasants"inChina¥//TheyhavelivednearlyhalfacenturyinChina,workinghard,alwaysclostothesoil.He... 展开更多
关键词 in China Foreign Friends in China Two American peasants
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Empirical Analysis on the Peasants' Cultivated Land Abandonment Decision-making Behaviors in Central China and the Subjective Factors of the Peasants --Jiangxi Province Is Taken as an Example
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作者 Qi CHENG Zhuhui LI Yaohui WANG Jianghua WU 《International Journal of Technology Management》 2013年第5期19-23,共5页
关键词 耕地面积 农民 实证分析 决策行为 中国 江西省 农村劳动力 撂荒
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Peasants and Alligators: A Love Story in China's Countryside
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作者 WU MING 《China Today》 1996年第11期59-60,共2页
PeasantsandAlligators:ALoveStoryinChina'sCountryside¥WUMING(InYinjiabian,asmallvillageonthelowerreachesofthe... PeasantsandAlligators:ALoveStoryinChina'sCountryside¥WUMING(InYinjiabian,asmallvillageonthelowerreachesoftheYangtzeRiver,vill... 展开更多
关键词 A Love Story in China’s Countryside peasants and Alligators
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Differentiation of Peasants and Its Impact on Farmland Function
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作者 HAN Yiwei 《International English Education Research》 2018年第1期24-26,共3页
关键词 农民 农田 统计数据 安全功能 职业 收入 土地
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CHANGES IN LIVES OF PEASANTS OF Banjor Lunbo Village
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《China's Tibet》 2001年第4期23-25,共3页
关键词 CHANGES IN LIVES OF peasants OF Banjor Lunbo Village
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Aesthetic Utopia,Revolution in Daily Life and Identity Construction of Peasant Paintings
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作者 YANG Dong-li 《Journal of Literature and Art Studies》 2023年第1期47-60,共14页
Peasant painting is a kind of painting created by farmers as creative subject,bearing rich significance.According to the historical development of peasant painting in reality,the types of meaning it carried could be d... Peasant painting is a kind of painting created by farmers as creative subject,bearing rich significance.According to the historical development of peasant painting in reality,the types of meaning it carried could be divided into three types in chronological order:political ideological significance,folk life significance,and creative fashion significance.These three types of meaning gave rise to three types of aesthetic utopia,namely political aesthetic utopia,folk aesthetic utopia and fashion aesthetic utopia.The three types of aesthetic utopia reflected three forms of negation and revolution of daily life.What the political aesthetic utopia resisted was the alienation force of material desire.What folk aesthetic utopia resisted was the desire for material and the binding of political ideology.The fashion aesthetic utopia opposed the relatively narrow localism.Through these three forms of resistance,the public also constructed three identities:the interpreter of their own aesthetic interpretation of political ideology,the interpreter of their own aesthetic interpretation of real life from perspective of local feelings,and the interpreter of their own aesthetic interpretation of real life from perspective of the relationship between themselves and the world. 展开更多
关键词 peasant paintings aesthetic utopia daily life revolution SYMBOL IDENTITY
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Income Growth of Peasants Based on Grey Theory
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作者 TAO Ai-xiang 《Asian Agricultural Research》 2010年第6期18-21,共4页
Taking Jiangsu Province for example and using the relevant data in Jiangsu Statistical Yearbook and Statistical Communique of Jiangsu Province on National Economic and Social Development during 2002-2009,the thesis se... Taking Jiangsu Province for example and using the relevant data in Jiangsu Statistical Yearbook and Statistical Communique of Jiangsu Province on National Economic and Social Development during 2002-2009,the thesis selects eight indexes including per capita net income of farmers,the fixed asset investment level in rural areas,average educational level,agricultural scientific and technological level,urbanization level,industrialization level,average consumption level per rural residents and per capita GDP and adopts the theory of grey correlation to analyze the factors influencing the peasants' net income.As shown in the result,the effect on the peasants' net income gives the following subsequence from great to little:average consumption level per capita of rural residents,urbanization level,average educational level,industrialization level,per capita GDP,number of scientific and technical personnel and fixed asset investment level in rural areas,that is,r06>r04>r02>r05>r07>r03>r01.Then combining with the practical conditions,the thesis makes a detailed analysis of each factor influencing the peasant's income growth and proposes corresponding measures in order to improve the peasants' income. 展开更多
关键词 peasant's income Grey correlation Problems concerning agriculture rural area and rural people Per capita net income China
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从历史走向未来的农民集体发展权刍议
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作者 许俊伟 马煜凯 《晋阳学刊》 2024年第2期71-83,共13页
新形势下农民集体发展权应时代变化要求而生,以更好因应乡村振兴和共同富裕。一直以来农民集体合作发展都有着悠久历史,发展权的集体人权意涵、以人民为中心的人权理念遵循、现代性下的农民个体困境更是构筑了当下农民集体发展权的新兴... 新形势下农民集体发展权应时代变化要求而生,以更好因应乡村振兴和共同富裕。一直以来农民集体合作发展都有着悠久历史,发展权的集体人权意涵、以人民为中心的人权理念遵循、现代性下的农民个体困境更是构筑了当下农民集体发展权的新兴逻辑。面向未来,农民集体发展权的主体必然是农民集体,并需依靠壮大农村集体经济、提升农村治理效能、优化农村社会保障来促进农民集体发展权的实现,以使农民能够在乡村振兴下跟上共同富裕的步伐。 展开更多
关键词 农民集体发展权 集体 农民
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中国式现代化视域下数字赋能农民现代化的逻辑与进路
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作者 王欣亮 卫玲 《求是学刊》 北大核心 2024年第4期93-106,共14页
数字化赋能农民现代化既是数字时代下农民全面发展的重要方式,又是推进中国式现代化的本质要求。文章在阐释中国式现代化视域下农民现代化的内涵基础上,基于社会学制度主义理论,从共享普惠、传播创新、技术进步及治理保障逻辑出发,探析... 数字化赋能农民现代化既是数字时代下农民全面发展的重要方式,又是推进中国式现代化的本质要求。文章在阐释中国式现代化视域下农民现代化的内涵基础上,基于社会学制度主义理论,从共享普惠、传播创新、技术进步及治理保障逻辑出发,探析数字化作用于农民现代化的理论机制;进而在保障四类逻辑机制通畅运行的目标下,从“场景-技术-主体-组织”的分析框架入手,剖析数字化赋能农民现代化的核心掣肘以及破解掣肘的实践进路,提出挖掘数字场景、革新数字技术、激活数字主体、优化数字组织等现实策略,以期增强农民现代化的数字赋能作用。以上结论对弥足人的现代化短板,促进中国式现代化具有一定价值。 展开更多
关键词 中国式现代化 数字化 农民现代化
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时代新人培养目标下涉农高校实践育人共同体实效性研究——基于南京农业大学样本的实证分析
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作者 李扬 熊富强 宋俊峰 《中国农业教育》 2024年第1期39-49,共11页
全面建设社会主义现代化国家,最艰巨最繁重的任务依然在农村,最广泛最深厚的基础依然在农村。涉农高校要自觉围绕立德树人根本任务,以实践育人共同体为抓手,培养更多知农爱农新型人才,但实践育人共同体的内在要求、实现路径、成效评估... 全面建设社会主义现代化国家,最艰巨最繁重的任务依然在农村,最广泛最深厚的基础依然在农村。涉农高校要自觉围绕立德树人根本任务,以实践育人共同体为抓手,培养更多知农爱农新型人才,但实践育人共同体的内在要求、实现路径、成效评估等仍有待深化,因此有必要对涉农高校实践育人共同体的实效性进行探究。文章基于747名涉农高校大学生的调查数据,建立有序Logit回归分析涉农高校实践育人共同体的实现程度。结果表明,专业能力、实践能力和“三农”情怀对涉农高校实践育人共同体的育人目标实现有积极影响。进一步的交互项结果表明,加强自然科学专业学生实践能力培养会强化涉农高校实践育人共同体的实效性,而加强社会科学专业学生专业能力的学习会促进实践育人共同体实现成效。因此,在知农爱农新型人才培养目标下,涉农高校应以注重培育成效为导向,以提高学生创新能力为基础,积极构建与完善“三农”情怀教育育人培养机制,构建并有效发挥涉农高校实践育人共同体的重要载体功能。 展开更多
关键词 实践育人共同体 专业能力 实践能力 “三农”情怀
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