In the economic development of Beijing,although the share of the total amount of agricultural industry in the overall economy is relatively low,it has an important impact on the daily life of residents,social stabilit...In the economic development of Beijing,although the share of the total amount of agricultural industry in the overall economy is relatively low,it has an important impact on the daily life of residents,social stability and the development of other industries.Changping District,as an important agricultural production base of Beijing,its agricultural development has an indispensable strategic significance for the stability and growth of the entire regional economy.Therefore,it is very important to study the structure of agricultural industry in Changping District.Based on the detailed analysis of the agricultural industrial structure of Changping District,this paper uses the grey relation theory to analyze the different industries in the agricultural industrial structure of Changping District,including planting,forestry,animal husbandry,fishery and agricultural,forestry,service industries,in order to reveal the impact of these industries on the agricultural industrial structure of Changping District.Through this study,it comes up with specific and feasible suggestions for the optimization of agricultural industrial structure in Changping District,and provides valuable reference for the agricultural development of other areas in Beijing.展开更多
In the field of biological control of agricultural and forestry pests,natural enemy insects play an important role,constituting the core of modern integrated pest management(IPM)strategy,providing solid support for th...In the field of biological control of agricultural and forestry pests,natural enemy insects play an important role,constituting the core of modern integrated pest management(IPM)strategy,providing solid support for the zero growth goal of chemical pesticide use,and helping the sustainable development of green agriculture.The rise of the natural enemy insect industry has become a key driver of the transformation of green agriculture,injecting vitality into the sustainability and ecological protection of agriculture.With the increasing concern about food safety,environmental protection and ecological balance all over the world,the application scope of natural enemy insects as biological control means is constantly expanding.Its unique ecological adaptability and environmentally friendly characteristics help to reduce dependence on chemical pesticides,ensure the safety of agricultural products and maintain ecological diversity.The purpose of this study is to analyze the current situation of natural enemy insect industry,evaluate its cost and benefit,emphasize its great significance in promoting the transformation of green agriculture,improving production efficiency and promoting ecological protection by drawing lessons from foreign successful experiences,and explore an efficient and sustainable new agricultural development model.展开更多
The industrialization of eco-agriculture has applied modern science technology in accordance with ecological principles and has promoted agricultural production.As a subsystem of agricultural industrial clusters,the i...The industrialization of eco-agriculture has applied modern science technology in accordance with ecological principles and has promoted agricultural production.As a subsystem of agricultural industrial clusters,the industrialization of eco-agriculture is the specific applications of cluster concept in the industrialization of eco-agriculture development.Industrialization of eco-agriculture cluster will achieve eco-agriculture and interact with industrial cluster which forms eco-agriculture integration and composite industry and ultimately realize the new benign circulation eco-agriculture model.According to the ecological engineering basic principles of recycling of the overall coordination,industrialization of eco-agriculture is focusing on the main systems operating coordination between the various subsystems and its various factors,and will maintain a reasonable ecological and economic structure to ensure the recycling of natural resources.Industrialization of eco-agriculture in Yunnan has adjusted the agricultural production structure to keep the stability of the gross grain production and economic development and has taken effective measures to vigorously improve land use and land productivity.Various ways of improving soil fertility has vigorously promoted other water-saving agricultural technologies.Ecological protection of rice no-tillage,cultivation of crop cultivation of the integrated control crop disease pests grass and agricultural production have taken the sustainable development.展开更多
With the rapid development of China's agricultural production and the improvement of people's living standards and health awareness,people's demands for food quality and nutrition have become increasingly ...With the rapid development of China's agricultural production and the improvement of people's living standards and health awareness,people's demands for food quality and nutrition have become increasingly strong. Agricultural products that meet various functional needs such as nutrition,health care and safety are increasingly favored by the general public. Se,one of the trace elements necessary for the human body,has begun to be applied and developed in medicine and other life sciences. Developing Se-enriched agricultural relying on Guangxi's unique Se-enriched soil resources is of great significance to enhance people's quality of life,increase the added value of agricultural products,and promote the transformation and upgrading of modern agriculture in the region. Starting with the development status and advantages of industrial development of Se-enriched agriculture in Guangxi,the main problems existing in the current industrial development of Se-enriched agriculture in Guangxi were summarized,and specific countermeasures were put forward in this paper,so as to provide theoretical support for the development of Se-enriched agriculture in Guangxi.展开更多
In this paper draw on the innovative concept of investment in the system of agriculture industrialization, examines the status of the industrialization of agriculture in Anhui Province, the industrialization of agricu...In this paper draw on the innovative concept of investment in the system of agriculture industrialization, examines the status of the industrialization of agriculture in Anhui Province, the industrialization of agriculture investment regime status quo, elaborated on the meaning of investment regimes investment system innovation on innovation and industrialization of agriculture, Anhui should be investment in the industrialization of agriculture system innovation, and promote the development of Anhui Province, rural and agricultural industrialization, specification and guidance, as well as the establishment and improvement investment regime; focuses on the innovative design of the investment regime of the industrialization of agriculture in Anhui Province.展开更多
The development of agricultural industrialization is an effective way of optimizing rural industrial structure and increasing peasants' income. Taking Shandong Fengyu Edible Fungus Co.,Ltd as an example, the paper di...The development of agricultural industrialization is an effective way of optimizing rural industrial structure and increasing peasants' income. Taking Shandong Fengyu Edible Fungus Co.,Ltd as an example, the paper discusses the development and innovation of edible fungus industry in production models, management system and operational mechanism in Wucheng City. It is expected to be helpful for innovating the development of agricultural industrialization in China.展开更多
In the process of industrialization of tomato industry in Xinjiang, the cooperative models of rural households and tomato processing enterprises are order type, mediated type and workshop type. The contents, closeness...In the process of industrialization of tomato industry in Xinjiang, the cooperative models of rural households and tomato processing enterprises are order type, mediated type and workshop type. The contents, closeness degree and stability of cooperation of them are different. Under different cooperation models, the closeness degree of pillar industry and rural households differs, as well as the speed and effect of the technology promotion. By comparing the situation of technology promotion under the three cooperative models, the results can be obtained. The workshop type can reduce the risks of adopting new technologies of farmers greatly; strengthen the internal motivation of farmers to adopt new technology, so it can attract more farmers. Therefore, the workshop type represents the developmental direction of industrialization of tomato industry in Xinjiang to a certain extent.展开更多
Smart Agriculture,also known as Agricultural 5.0,is expected to be an integral part of our human lives to reduce the cost of agricultural inputs,increasing productivity and improving the quality of the final product.I...Smart Agriculture,also known as Agricultural 5.0,is expected to be an integral part of our human lives to reduce the cost of agricultural inputs,increasing productivity and improving the quality of the final product.Indeed,the safety and ongoing maintenance of Smart Agriculture from cyber-attacks are vitally important.To provide more comprehensive protection against potential cyber-attacks,this paper proposes a new deep learning-based intrusion detection system for securing Smart Agriculture.The proposed Intrusion Detection System IDS,namely GMLPIDS,combines the feedforward neural network Multilayer Perceptron(MLP)and the Gaussian Mixture Model(GMM)that can better protect the Smart Agriculture system.GMLP-IDS is evaluated with the CIC-DDoS2019 dataset,which contains various Distributed Denial-of-Service(DDoS)attacks.The paper first uses the Pearson’s correlation coefficient approach to determine the correlation between the CIC-DDoS2019 dataset characteristics and their corresponding class labels.Then,the CIC-DDoS2019 dataset is divided randomly into two parts,i.e.,training and testing.75%of the data is used for training,and 25%is employed for testing.The performance of the newly proposed IDS has been compared to the traditional MLP model in terms of accuracy rating,loss rating,recall,and F1 score.Comparisons are handled on both binary and multi-class classification problems.The results revealed that the proposed GMLP-IDS system achieved more than 99.99%detection accuracy and a loss of 0.02%compared to traditional MLP.Furthermore,evaluation performance demonstrates that the proposed approach covers a more comprehensive range of security properties for Smart Agriculture and can be a promising solution for detecting unknown DDoS attacks.展开更多
The agricultural industry development in China has been very successful, but there exist some problems, such as weak financial support strength. With the help of DEA-Malmquist index method, this paper evaluated the ef...The agricultural industry development in China has been very successful, but there exist some problems, such as weak financial support strength. With the help of DEA-Malmquist index method, this paper evaluated the efficiency of the agricultural industrialization's financial supports, made a deep study of its influencing factors, which have an extremely important influence on the perfect agricultural industrialization's development.展开更多
Through the study of relationship between agricultural technology extension and the development of agricultural modernization,urbanization and industrialization,it is found that agricultural technology extension is an...Through the study of relationship between agricultural technology extension and the development of agricultural modernization,urbanization and industrialization,it is found that agricultural technology extension is an important means to achieve synchronous development of agricultural modernization,urbanization and industrialization. Based on the sample data in China during 1978-2011,we perform the empirical analysis using VAR model and cointegration analysis and impulse response methods. The results show that there is a long-term positive equilibrium relationship between agricultural technology extension and the development of agricultural modernization,urbanization and industrialization,and agricultural technology extension plays a role in promoting agricultural modernization,urbanization and industrialization to varying degrees. Finally,it is concluded that there is a need to establish efficient agricultural technology extension mechanism and diversified agricultural technology extension investment mechanism to make agricultural technology extension better promote China's agricultural modernization,urbanization and industrialization.展开更多
Agricultural industrialization is an innovative operation mode and effective drive for transformation of traditional agriculture to modern agriculture. Benign development of agricultural industrialization depends on f...Agricultural industrialization is an innovative operation mode and effective drive for transformation of traditional agriculture to modern agriculture. Benign development of agricultural industrialization depends on financial support. With increase of the function of financial support for agricultural industrialization development,academic circles have made deeper and deeper researches on agricultural industrialization. These researches mainly touch upon four aspects:( i) definition of concept of financial support for agricultural industrialization;( ii)functions of financial support for agricultural industrialization;( iii) existing problems in financial support for agricultural industrialization and problem causes;( iv) specific recommendations of promotion of financial support for agricultural industrialization development. Although existing researches are already extensive and some common understandings have been reached,there are still some research gaps and weak points,and it needs further researches.展开更多
The impact of land use changes on watercourses is poorly documented in Cameroon. Therefore, this study examines the effects of agriculture and urbanization on water quality, the structure and functional organization o...The impact of land use changes on watercourses is poorly documented in Cameroon. Therefore, this study examines the effects of agriculture and urbanization on water quality, the structure and functional organization of macroinvertebrates of streams in the coastal zone of Cameroon. Nine sampling stations including three per catchment area with different land occupations (agricultural, urban and forest) were selected. Benthic macroinvertebrates were sampled monthly from February to July 2018 and the physicochemical variables were measured simultaneously. The urban and agricultural streams showed highly polluted waters with high nutrient and suspended matter content, whereas the forest stream waters are moderately polluted. In addition, the hierarchical ascending classification indicated a proximity in water quality between the agricultural and forest streams for which the main physicochemical variables did not vary significantly. With regards to macroinvertebrates, the forest watercourse is characterized by the proliferation of pollution-sensitive taxa, high diversity indices and complex trophic structuring, indicating its good ecological status. In contrast the urban watercourse, heavily polluted is characterized by low diversity indices reflecting a simplification of the structure of stands dominated by the pollution-tolerant collector-gatherer stands. The majority of biological indices and functional feeding groups were not significantly different between the agricultural and forest streams, suggesting a less pronounced impact of agriculture on macroinvertebrates. Our results showed that, riparian vegetation even though constituted of perennial crops, reduces the effects of agricultural inputs on streams and promotes the establishment of diversified macroinvertebrate communities.展开更多
Governmental functions in agricultural industrialization management are analyzed, mainly including supplying public products, providing property right security, managing and protecting resources and environment as wel...Governmental functions in agricultural industrialization management are analyzed, mainly including supplying public products, providing property right security, managing and protecting resources and environment as well as stabilizing the agro-product market. The policy orientation promoted by the government in agricultural industrialization management is pointed out: formulating a series of macro-management planning to guide and regulate agricultural industrialization operation; fully playing the comprehensive coordinating role of "economic manager"; making and carrying out relevant laws and regulations to normalize the implementation of agricultural industrialization management. To implement the industrial management of agriculture and promote the construction of new countryside, governments at all levels should eliminate the institutional barriers, transform governmental functions gradually and prioritize planning, regulation, service and supervision, changing from merely management to playing the role of market mechanism. Meanwhile, economic, legal and administrative means should be properly adopted to advance the industrial management and the healthy improvement of modern agriculture.展开更多
First, this paper establishes the conceptual model of circular agriculture, conducts systematic analysis on the circular agriculture on the basis of conceptual model, and discusses the characteristics of closeness and...First, this paper establishes the conceptual model of circular agriculture, conducts systematic analysis on the circular agriculture on the basis of conceptual model, and discusses the characteristics of closeness and openness of circular agriculture and relationship between closeness and openness of circular agriculture. Second, this paper introduces the industrial diversity related to circular agriculture, defines the concept of industry and the concept of industries related to agriculture, and illustrates the related industries that are conducive to circular agriculture and the related industries that are not conducive to circular agriculture. Finally, this paper analyzes the mutual relationship between circular agriculture and industrial diversity as follows: in the system of circular agriculture, the industrial diversity can transform the wastes in upstream industries into resources in downstream industries; the industrial diversity creates possibility for recycling of agricultural byproducts; the industrial diversity is conducive to the diversification of industries related to circular agriculture.展开更多
The status quo and problems of industrial cluster of the primary agriculture is discussed by dividing the cluster into primary cluster and advanced cluster and by using Michael Porter's Diamond Model from the five...The status quo and problems of industrial cluster of the primary agriculture is discussed by dividing the cluster into primary cluster and advanced cluster and by using Michael Porter's Diamond Model from the five aspects including production factors, demand factors, relevant industry and supporting industry, the strategy and structure of enterprises and horizontal competition and opportunities and government. In the end, the countermeasures on promoting the development and expansion of industrial cluster of primary agriculture are put forward. Firstly, intensifying the training on farmers and introduce into advanced science and technology results; secondly, perfecting the construction of infrastructure, creating famous brand and widening the channels for funding; thirdly, strengthening the development of relevant industries and supporting industries; fourthly, perfecting land transfer system; improving the degree of systematization and cultivating pillar industries; fifthly, intensifying the government' support on industrial cluster.展开更多
This article expounds the connotation of balanced development of " industrialization,urbanization and agricultural modernization",and points out the problems thwarting balanced development of " industri...This article expounds the connotation of balanced development of " industrialization,urbanization and agricultural modernization",and points out the problems thwarting balanced development of " industrialization,urbanization and agricultural modernization" in Henan Province as follows:the level of industrialization is not high;the general level of urbanization is low;the agricultural foundation is weak and there are many institutional barriers.The goal of balanced development of " industrialization,urbanization and agricultural modernization" in Henan Province is to take a road of industrialization and urbanization,not at the expense of agriculture and food.Based on this,the measures are put forward for balanced development of " industrialization,urbanization and agricultural modernization " in Henan Province as follows:keep to the new road of industrialization with characteristics of Henan Province,promote the development of industry and accelerate the transformation of pattern;keep to the road of new urbanization with characteristics of Henan Province,and promote the rapid change in urban development pattern;adhere to the road of agricultural modernization with characteristics of Henan Province,and promote the rapid change in pattern of agricultural development.展开更多
Developing agricultural logistics is important to farm products circulation and it is helpful to solve the problems about agriculture, rural areas and peasantry of China. It is not a negligible countermeasure to incre...Developing agricultural logistics is important to farm products circulation and it is helpful to solve the problems about agriculture, rural areas and peasantry of China. It is not a negligible countermeasure to increase peasants' incomes and enhance the capability of agriculture development in agricultural industrialization, meanwhile it can also raise the efficiency of farm products circulation. This paper firstly expounded that agricultural industrialization should include agricultural logistics, then analyzed the present problems of agricultural logistics and the significance of developing modem agricultural logistics which based on agricultural industrialization in China. Lastly, it put forward the countermeasures to develop agricultural logistics based on agricultural industrialization.展开更多
The current agricultural conflicts of China are analyzed and the forms and drawbacks of current agricultural industrial structure are listed.The situations for intensifying the farmland with appropriate scale are anal...The current agricultural conflicts of China are analyzed and the forms and drawbacks of current agricultural industrial structure are listed.The situations for intensifying the farmland with appropriate scale are analyzed from the aspects of policy,farmers,farms and modernization of agriculture.It is pointed out that the situations for the intensive use of land are becoming mature.Taking the single pig-breeding chain as an example,the agricultural industrialization model,which takes farmers as the main body,is expounded.Besides,its functions and significance in solving "the three agriculture problems" and facilitating the modernization of agriculture are discussed.展开更多
This paper introduces the characteristics of the agricultural high-tech industries,and points out that the agricultural high-tech industries are intelligence-intensive and knowledge-intensive industries with the chara...This paper introduces the characteristics of the agricultural high-tech industries,and points out that the agricultural high-tech industries are intelligence-intensive and knowledge-intensive industries with the characteristics of high investment,high risk,high value-added, which focuses on constant innovation,having strong horizontal and vertical linkages with other enterprises and showing the trend of internationalization.The connotation of agricultural high-tech industrialization is analyzed as follows:Agricultural high-tech industrialization is the process of transformation of the agricultural high-tech achievements to the agricultural high-tech industries; essentially the marketization and commercialization of agricultural high technology; the manifestation of scale and level of agricultural high-tech industries; the manifestation of social impact,social status and social role of agricultural high-tech industries.The development strategies are put forward for agricultural high-tech industrialization:(1) Bringing the research of agricultural high technology into the orbit of the market economy; (2) Implementing the new mechanism to closely link agricultural high technology with modern rural enterprises; (3) Building the agricultural high-tech team with a larger size and high level; (4) Further improving the construction of the agricultural high-tech industrial development zone; (5) Solving the issues concerning agricultural intellectual property and patent; (6) Increasing policy guidance and support efforts for agricultural high-tech industries.展开更多
The safety of agricultural industry in Hunan Province shows an upward trend from"basically safe"to"very safe",but the state in the"safe"or"very safe"range is still unstable.In v...The safety of agricultural industry in Hunan Province shows an upward trend from"basically safe"to"very safe",but the state in the"safe"or"very safe"range is still unstable.In view of this,Hunan Province should guarantee the agricultural production ability,cultivate and enhance the core competitiveness of agriculture,firmly grasp the agricultural control power,attach importance to the export quality of agri-cultural products and other aspects to ensure the safety of agricultural industry.展开更多
文摘In the economic development of Beijing,although the share of the total amount of agricultural industry in the overall economy is relatively low,it has an important impact on the daily life of residents,social stability and the development of other industries.Changping District,as an important agricultural production base of Beijing,its agricultural development has an indispensable strategic significance for the stability and growth of the entire regional economy.Therefore,it is very important to study the structure of agricultural industry in Changping District.Based on the detailed analysis of the agricultural industrial structure of Changping District,this paper uses the grey relation theory to analyze the different industries in the agricultural industrial structure of Changping District,including planting,forestry,animal husbandry,fishery and agricultural,forestry,service industries,in order to reveal the impact of these industries on the agricultural industrial structure of Changping District.Through this study,it comes up with specific and feasible suggestions for the optimization of agricultural industrial structure in Changping District,and provides valuable reference for the agricultural development of other areas in Beijing.
文摘In the field of biological control of agricultural and forestry pests,natural enemy insects play an important role,constituting the core of modern integrated pest management(IPM)strategy,providing solid support for the zero growth goal of chemical pesticide use,and helping the sustainable development of green agriculture.The rise of the natural enemy insect industry has become a key driver of the transformation of green agriculture,injecting vitality into the sustainability and ecological protection of agriculture.With the increasing concern about food safety,environmental protection and ecological balance all over the world,the application scope of natural enemy insects as biological control means is constantly expanding.Its unique ecological adaptability and environmentally friendly characteristics help to reduce dependence on chemical pesticides,ensure the safety of agricultural products and maintain ecological diversity.The purpose of this study is to analyze the current situation of natural enemy insect industry,evaluate its cost and benefit,emphasize its great significance in promoting the transformation of green agriculture,improving production efficiency and promoting ecological protection by drawing lessons from foreign successful experiences,and explore an efficient and sustainable new agricultural development model.
文摘The industrialization of eco-agriculture has applied modern science technology in accordance with ecological principles and has promoted agricultural production.As a subsystem of agricultural industrial clusters,the industrialization of eco-agriculture is the specific applications of cluster concept in the industrialization of eco-agriculture development.Industrialization of eco-agriculture cluster will achieve eco-agriculture and interact with industrial cluster which forms eco-agriculture integration and composite industry and ultimately realize the new benign circulation eco-agriculture model.According to the ecological engineering basic principles of recycling of the overall coordination,industrialization of eco-agriculture is focusing on the main systems operating coordination between the various subsystems and its various factors,and will maintain a reasonable ecological and economic structure to ensure the recycling of natural resources.Industrialization of eco-agriculture in Yunnan has adjusted the agricultural production structure to keep the stability of the gross grain production and economic development and has taken effective measures to vigorously improve land use and land productivity.Various ways of improving soil fertility has vigorously promoted other water-saving agricultural technologies.Ecological protection of rice no-tillage,cultivation of crop cultivation of the integrated control crop disease pests grass and agricultural production have taken the sustainable development.
基金Supported by Science and Technology Plan Project of Guangxi Zhuang Autonomous Region(GK-AA17202037,GK-AB16380164,2015GXNSFAA139101)Science and Technology Project of Xixiangtang,Nanning(201710304)
文摘With the rapid development of China's agricultural production and the improvement of people's living standards and health awareness,people's demands for food quality and nutrition have become increasingly strong. Agricultural products that meet various functional needs such as nutrition,health care and safety are increasingly favored by the general public. Se,one of the trace elements necessary for the human body,has begun to be applied and developed in medicine and other life sciences. Developing Se-enriched agricultural relying on Guangxi's unique Se-enriched soil resources is of great significance to enhance people's quality of life,increase the added value of agricultural products,and promote the transformation and upgrading of modern agriculture in the region. Starting with the development status and advantages of industrial development of Se-enriched agriculture in Guangxi,the main problems existing in the current industrial development of Se-enriched agriculture in Guangxi were summarized,and specific countermeasures were put forward in this paper,so as to provide theoretical support for the development of Se-enriched agriculture in Guangxi.
文摘In this paper draw on the innovative concept of investment in the system of agriculture industrialization, examines the status of the industrialization of agriculture in Anhui Province, the industrialization of agriculture investment regime status quo, elaborated on the meaning of investment regimes investment system innovation on innovation and industrialization of agriculture, Anhui should be investment in the industrialization of agriculture system innovation, and promote the development of Anhui Province, rural and agricultural industrialization, specification and guidance, as well as the establishment and improvement investment regime; focuses on the innovative design of the investment regime of the industrialization of agriculture in Anhui Province.
文摘The development of agricultural industrialization is an effective way of optimizing rural industrial structure and increasing peasants' income. Taking Shandong Fengyu Edible Fungus Co.,Ltd as an example, the paper discusses the development and innovation of edible fungus industry in production models, management system and operational mechanism in Wucheng City. It is expected to be helpful for innovating the development of agricultural industrialization in China.
基金Supported by Major Biding Projects by National Social Science Fund(07&ZD026)
文摘In the process of industrialization of tomato industry in Xinjiang, the cooperative models of rural households and tomato processing enterprises are order type, mediated type and workshop type. The contents, closeness degree and stability of cooperation of them are different. Under different cooperation models, the closeness degree of pillar industry and rural households differs, as well as the speed and effect of the technology promotion. By comparing the situation of technology promotion under the three cooperative models, the results can be obtained. The workshop type can reduce the risks of adopting new technologies of farmers greatly; strengthen the internal motivation of farmers to adopt new technology, so it can attract more farmers. Therefore, the workshop type represents the developmental direction of industrialization of tomato industry in Xinjiang to a certain extent.
基金funded by the Deanship of Scientific Research in Cooperation with Olive Research Center at Jouf University under Grant Number(DSR2022-RG-0163).
文摘Smart Agriculture,also known as Agricultural 5.0,is expected to be an integral part of our human lives to reduce the cost of agricultural inputs,increasing productivity and improving the quality of the final product.Indeed,the safety and ongoing maintenance of Smart Agriculture from cyber-attacks are vitally important.To provide more comprehensive protection against potential cyber-attacks,this paper proposes a new deep learning-based intrusion detection system for securing Smart Agriculture.The proposed Intrusion Detection System IDS,namely GMLPIDS,combines the feedforward neural network Multilayer Perceptron(MLP)and the Gaussian Mixture Model(GMM)that can better protect the Smart Agriculture system.GMLP-IDS is evaluated with the CIC-DDoS2019 dataset,which contains various Distributed Denial-of-Service(DDoS)attacks.The paper first uses the Pearson’s correlation coefficient approach to determine the correlation between the CIC-DDoS2019 dataset characteristics and their corresponding class labels.Then,the CIC-DDoS2019 dataset is divided randomly into two parts,i.e.,training and testing.75%of the data is used for training,and 25%is employed for testing.The performance of the newly proposed IDS has been compared to the traditional MLP model in terms of accuracy rating,loss rating,recall,and F1 score.Comparisons are handled on both binary and multi-class classification problems.The results revealed that the proposed GMLP-IDS system achieved more than 99.99%detection accuracy and a loss of 0.02%compared to traditional MLP.Furthermore,evaluation performance demonstrates that the proposed approach covers a more comprehensive range of security properties for Smart Agriculture and can be a promising solution for detecting unknown DDoS attacks.
基金Supported by the Sociology Scientific Fund of Heilongjiang Province(12C033)
文摘The agricultural industry development in China has been very successful, but there exist some problems, such as weak financial support strength. With the help of DEA-Malmquist index method, this paper evaluated the efficiency of the agricultural industrialization's financial supports, made a deep study of its influencing factors, which have an extremely important influence on the perfect agricultural industrialization's development.
基金Supported by National Social Science Foundation(11&ZD009)
文摘Through the study of relationship between agricultural technology extension and the development of agricultural modernization,urbanization and industrialization,it is found that agricultural technology extension is an important means to achieve synchronous development of agricultural modernization,urbanization and industrialization. Based on the sample data in China during 1978-2011,we perform the empirical analysis using VAR model and cointegration analysis and impulse response methods. The results show that there is a long-term positive equilibrium relationship between agricultural technology extension and the development of agricultural modernization,urbanization and industrialization,and agricultural technology extension plays a role in promoting agricultural modernization,urbanization and industrialization to varying degrees. Finally,it is concluded that there is a need to establish efficient agricultural technology extension mechanism and diversified agricultural technology extension investment mechanism to make agricultural technology extension better promote China's agricultural modernization,urbanization and industrialization.
基金Supported by Key Decision Advisory Research Program of Chongqing Municipality"Research on New Urbanization Development Strategy Oriented towards Growth of Domestic Demands"(2013-ZB-05)
文摘Agricultural industrialization is an innovative operation mode and effective drive for transformation of traditional agriculture to modern agriculture. Benign development of agricultural industrialization depends on financial support. With increase of the function of financial support for agricultural industrialization development,academic circles have made deeper and deeper researches on agricultural industrialization. These researches mainly touch upon four aspects:( i) definition of concept of financial support for agricultural industrialization;( ii)functions of financial support for agricultural industrialization;( iii) existing problems in financial support for agricultural industrialization and problem causes;( iv) specific recommendations of promotion of financial support for agricultural industrialization development. Although existing researches are already extensive and some common understandings have been reached,there are still some research gaps and weak points,and it needs further researches.
文摘The impact of land use changes on watercourses is poorly documented in Cameroon. Therefore, this study examines the effects of agriculture and urbanization on water quality, the structure and functional organization of macroinvertebrates of streams in the coastal zone of Cameroon. Nine sampling stations including three per catchment area with different land occupations (agricultural, urban and forest) were selected. Benthic macroinvertebrates were sampled monthly from February to July 2018 and the physicochemical variables were measured simultaneously. The urban and agricultural streams showed highly polluted waters with high nutrient and suspended matter content, whereas the forest stream waters are moderately polluted. In addition, the hierarchical ascending classification indicated a proximity in water quality between the agricultural and forest streams for which the main physicochemical variables did not vary significantly. With regards to macroinvertebrates, the forest watercourse is characterized by the proliferation of pollution-sensitive taxa, high diversity indices and complex trophic structuring, indicating its good ecological status. In contrast the urban watercourse, heavily polluted is characterized by low diversity indices reflecting a simplification of the structure of stands dominated by the pollution-tolerant collector-gatherer stands. The majority of biological indices and functional feeding groups were not significantly different between the agricultural and forest streams, suggesting a less pronounced impact of agriculture on macroinvertebrates. Our results showed that, riparian vegetation even though constituted of perennial crops, reduces the effects of agricultural inputs on streams and promotes the establishment of diversified macroinvertebrate communities.
文摘Governmental functions in agricultural industrialization management are analyzed, mainly including supplying public products, providing property right security, managing and protecting resources and environment as well as stabilizing the agro-product market. The policy orientation promoted by the government in agricultural industrialization management is pointed out: formulating a series of macro-management planning to guide and regulate agricultural industrialization operation; fully playing the comprehensive coordinating role of "economic manager"; making and carrying out relevant laws and regulations to normalize the implementation of agricultural industrialization management. To implement the industrial management of agriculture and promote the construction of new countryside, governments at all levels should eliminate the institutional barriers, transform governmental functions gradually and prioritize planning, regulation, service and supervision, changing from merely management to playing the role of market mechanism. Meanwhile, economic, legal and administrative means should be properly adopted to advance the industrial management and the healthy improvement of modern agriculture.
文摘First, this paper establishes the conceptual model of circular agriculture, conducts systematic analysis on the circular agriculture on the basis of conceptual model, and discusses the characteristics of closeness and openness of circular agriculture and relationship between closeness and openness of circular agriculture. Second, this paper introduces the industrial diversity related to circular agriculture, defines the concept of industry and the concept of industries related to agriculture, and illustrates the related industries that are conducive to circular agriculture and the related industries that are not conducive to circular agriculture. Finally, this paper analyzes the mutual relationship between circular agriculture and industrial diversity as follows: in the system of circular agriculture, the industrial diversity can transform the wastes in upstream industries into resources in downstream industries; the industrial diversity creates possibility for recycling of agricultural byproducts; the industrial diversity is conducive to the diversification of industries related to circular agriculture.
文摘The status quo and problems of industrial cluster of the primary agriculture is discussed by dividing the cluster into primary cluster and advanced cluster and by using Michael Porter's Diamond Model from the five aspects including production factors, demand factors, relevant industry and supporting industry, the strategy and structure of enterprises and horizontal competition and opportunities and government. In the end, the countermeasures on promoting the development and expansion of industrial cluster of primary agriculture are put forward. Firstly, intensifying the training on farmers and introduce into advanced science and technology results; secondly, perfecting the construction of infrastructure, creating famous brand and widening the channels for funding; thirdly, strengthening the development of relevant industries and supporting industries; fourthly, perfecting land transfer system; improving the degree of systematization and cultivating pillar industries; fifthly, intensifying the government' support on industrial cluster.
基金Supported by the Project for Decision-making Bidding of Henan Provincial Government (2011B246)
文摘This article expounds the connotation of balanced development of " industrialization,urbanization and agricultural modernization",and points out the problems thwarting balanced development of " industrialization,urbanization and agricultural modernization" in Henan Province as follows:the level of industrialization is not high;the general level of urbanization is low;the agricultural foundation is weak and there are many institutional barriers.The goal of balanced development of " industrialization,urbanization and agricultural modernization" in Henan Province is to take a road of industrialization and urbanization,not at the expense of agriculture and food.Based on this,the measures are put forward for balanced development of " industrialization,urbanization and agricultural modernization " in Henan Province as follows:keep to the new road of industrialization with characteristics of Henan Province,promote the development of industry and accelerate the transformation of pattern;keep to the road of new urbanization with characteristics of Henan Province,and promote the rapid change in urban development pattern;adhere to the road of agricultural modernization with characteristics of Henan Province,and promote the rapid change in pattern of agricultural development.
基金Supported by NSFC (50878029)Natural Science Foundation of Hunan Province of China (07JJ3108)Scientific Research Fund of Hunan Provincial Education Department (06A006, 06C119)
文摘Developing agricultural logistics is important to farm products circulation and it is helpful to solve the problems about agriculture, rural areas and peasantry of China. It is not a negligible countermeasure to increase peasants' incomes and enhance the capability of agriculture development in agricultural industrialization, meanwhile it can also raise the efficiency of farm products circulation. This paper firstly expounded that agricultural industrialization should include agricultural logistics, then analyzed the present problems of agricultural logistics and the significance of developing modem agricultural logistics which based on agricultural industrialization in China. Lastly, it put forward the countermeasures to develop agricultural logistics based on agricultural industrialization.
文摘The current agricultural conflicts of China are analyzed and the forms and drawbacks of current agricultural industrial structure are listed.The situations for intensifying the farmland with appropriate scale are analyzed from the aspects of policy,farmers,farms and modernization of agriculture.It is pointed out that the situations for the intensive use of land are becoming mature.Taking the single pig-breeding chain as an example,the agricultural industrialization model,which takes farmers as the main body,is expounded.Besides,its functions and significance in solving "the three agriculture problems" and facilitating the modernization of agriculture are discussed.
文摘This paper introduces the characteristics of the agricultural high-tech industries,and points out that the agricultural high-tech industries are intelligence-intensive and knowledge-intensive industries with the characteristics of high investment,high risk,high value-added, which focuses on constant innovation,having strong horizontal and vertical linkages with other enterprises and showing the trend of internationalization.The connotation of agricultural high-tech industrialization is analyzed as follows:Agricultural high-tech industrialization is the process of transformation of the agricultural high-tech achievements to the agricultural high-tech industries; essentially the marketization and commercialization of agricultural high technology; the manifestation of scale and level of agricultural high-tech industries; the manifestation of social impact,social status and social role of agricultural high-tech industries.The development strategies are put forward for agricultural high-tech industrialization:(1) Bringing the research of agricultural high technology into the orbit of the market economy; (2) Implementing the new mechanism to closely link agricultural high technology with modern rural enterprises; (3) Building the agricultural high-tech team with a larger size and high level; (4) Further improving the construction of the agricultural high-tech industrial development zone; (5) Solving the issues concerning agricultural intellectual property and patent; (6) Increasing policy guidance and support efforts for agricultural high-tech industries.
基金Supported by Hunan Provincial Philosophy and Social Science Fund Project"Hunan Agricultural Industry Safety Assessment and Early Warning Research"(22YBA161).
文摘The safety of agricultural industry in Hunan Province shows an upward trend from"basically safe"to"very safe",but the state in the"safe"or"very safe"range is still unstable.In view of this,Hunan Province should guarantee the agricultural production ability,cultivate and enhance the core competitiveness of agriculture,firmly grasp the agricultural control power,attach importance to the export quality of agri-cultural products and other aspects to ensure the safety of agricultural industry.