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Fractional Gradient Descent RBFNN for Active Fault-Tolerant Control of Plant Protection UAVs
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作者 Lianghao Hua Jianfeng Zhang +1 位作者 Dejie Li Xiaobo Xi 《Computer Modeling in Engineering & Sciences》 SCIE EI 2024年第3期2129-2157,共29页
With the increasing prevalence of high-order systems in engineering applications, these systems often exhibitsignificant disturbances and can be challenging to model accurately. As a result, the active disturbance rej... With the increasing prevalence of high-order systems in engineering applications, these systems often exhibitsignificant disturbances and can be challenging to model accurately. As a result, the active disturbance rejectioncontroller (ADRC) has been widely applied in various fields. However, in controlling plant protection unmannedaerial vehicles (UAVs), which are typically large and subject to significant disturbances, load disturbances andthe possibility of multiple actuator faults during pesticide spraying pose significant challenges. To address theseissues, this paper proposes a novel fault-tolerant control method that combines a radial basis function neuralnetwork (RBFNN) with a second-order ADRC and leverages a fractional gradient descent (FGD) algorithm.We integrate the plant protection UAV model’s uncertain parameters, load disturbance parameters, and actuatorfault parameters and utilize the RBFNN for system parameter identification. The resulting ADRC exhibits loaddisturbance suppression and fault tolerance capabilities, and our proposed active fault-tolerant control law hasLyapunov stability implications. Experimental results obtained using a multi-rotor fault-tolerant test platformdemonstrate that the proposed method outperforms other control strategies regarding load disturbance suppressionand fault-tolerant performance. 展开更多
关键词 Radial basis function neural network plant protection unmanned aerial vehicle active disturbance rejection controller fractional gradient descent algorithm
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Review of Plant Essential Oils for Plant Pests Management
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作者 Fengmei YANG Yourong FU +6 位作者 Ranran NIE Bingkun CHEN Yuyun LIAO Qiwei ZHANG Cong CHEN Qianhua JI Yanjun GUO 《Plant Diseases and Pests》 2024年第4期25-32,共8页
This paper reviews the origins and classification of plant essential oil resources,along with prevalent extraction techniques for their active constituents.By integrating insights on the utilization of plant essential... This paper reviews the origins and classification of plant essential oil resources,along with prevalent extraction techniques for their active constituents.By integrating insights on the utilization of plant essential oils for plant pest management,the comprehensive analysis reveals multiple functionalities exhibited by plant essential oils,including fumigation,contact toxicity,repellent action,antifeedant activity,and growth inhibition.Furthermore,the paper highlights the challenges associated with plant essential oils in plant protection and outlines future research directions,aiming to offer valuable insights for the advancement of botanical insecticides. 展开更多
关键词 plant essential oil INSECTICIDE Bioactivity Pest management plant protection
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The Analysis of the Influencing Factors on the Implementing Effects of Plant Breeders' Rights(PBR)System in China
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作者 王立平 吕波 饶智宏 《Agricultural Science & Technology》 CAS 2010年第11期197-201,共5页
The implementing effects of plant breeders' rights(PBR)system is influenced by many factors,such as knowledge of the PBR system,the expense of time for the application and approval,the cost of the applying case,etc... The implementing effects of plant breeders' rights(PBR)system is influenced by many factors,such as knowledge of the PBR system,the expense of time for the application and approval,the cost of the applying case,etc..Statistical analysis was carried out based on the above influencing factors by means of questionnaire to find out specific reasons.The result suggests that weak propagandizing;inappropriate propagandizing patterns and obstructed approaches for new regulations are all negatively contributing to the PBR.Meanwhile,current PBR system in China which has been found with many irrational aspects affected the impractical design of regulatory operation and the examining efficiency.Lastly,several suggestions were offered on the base of the results. 展开更多
关键词 Protection of plant new varieties Influencing factors Investigation
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Review of Studies on Rare Earth against Plant Disease 被引量:11
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作者 慕康国 张文吉 +2 位作者 崔建宇 张福锁 胡林 《Journal of Rare Earths》 SCIE EI CAS CSCD 2004年第3期315-318,共4页
Agricultural application of rare earth (RE) has been generalized for several decades, and it is involved in crops, vegetables and stock raising in China. However, all the researches on RE mainly focus on the fields su... Agricultural application of rare earth (RE) has been generalized for several decades, and it is involved in crops, vegetables and stock raising in China. However, all the researches on RE mainly focus on the fields such as plant physiological activity, physiological and biochemical mechanism, sanitation toxicology and environmental security. Plant protection by using RE and the induced resistance of plant against diseases were summarized. The mechanism of rare earth against plant disease is highlighted, which includes following two aspects. First, RE elements can control some phytopathogen directly and reduce its virulence to host plant. Another possibility is that RE elements can affect host plant and induce the plant to produce some resistance to disease. 展开更多
关键词 BOTANY plant protection REVIEW plant disease rare earths
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Preparation of the UPOV Guidelines for the Conduct of Tests for Distinctness, Uniformity and Stability–Tea Plant [Camellia sinensis (L.) O. Kuntze] 被引量:7
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作者 CHEN Liang YU Fu-lian +3 位作者 YAO Ming-zhe Lü Bo YANG Kun DU Yuan-yuan 《Agricultural Sciences in China》 CAS CSCD 2008年第2期224-231,共8页
Distinctness, Uniformity and Stability (DUS) testing is the technical base of Plant Variety Protection (PVP) and the scientific basis for the approval of Plant Breeder's Rights (PBR). DUS Test Guidelines are no... Distinctness, Uniformity and Stability (DUS) testing is the technical base of Plant Variety Protection (PVP) and the scientific basis for the approval of Plant Breeder's Rights (PBR). DUS Test Guidelines are not only the technical manuals for the DUS testing authorities to conduct the testing, but also the technical standards for the competent authorities to examine the DUS of new varieties of plants. Tea plant, originated from Yunnan Province, China, is a very important woody cash species in the world. The International Union for the Protection of New Varieties of Plants (UPOV) DUS Test Guidelines for tea plant is the first Test Guidelines prepared by China for the UPOV. In this article, the subject, selection, and determination of characteristics, states of expression of characteristics and the selection of example varieties, assessment of the UPOV DUS Test Guidelines for tea plant were elucidated in detail. Finally, the proposal of PVP for tea plant in China was also proposed. The preparation of UPOV DUS Test Guidelines for tea plant will have important significance both for promoting the development of PVP and increasing the status of international PVP fields for China. 展开更多
关键词 Distinctness Uniformity and Stability plant Variety Protection tea plant Test Guidelines International Union for the Protection of New Varieties of plants (UPOV)
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Root structure of slope protection plants in a high-grade highway 被引量:3
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作者 WANG Jing-hong LI Xing-tao LIU Xiao-dong Wang Fei LIU Yu 《Journal of Forestry Research》 SCIE CAS CSCD 2011年第2期311-313,共3页
Root length and root length density of Lespedeza bicolor,Amorpha fruticosa,and Sea buckthorn were investigated in a country highway-TongSan highway(Tongjiang to Sanya) in Heilongjiang Province,China.The root lengths... Root length and root length density of Lespedeza bicolor,Amorpha fruticosa,and Sea buckthorn were investigated in a country highway-TongSan highway(Tongjiang to Sanya) in Heilongjiang Province,China.The root lengths were divided into five root orders according to Pregizter sequence classification method.Results show that sea buckthorn roots are dominated by coarse roots in the horizontal growth,while L.bicolor has a large proportion of fine roots in vertical conical growth and A.fruticosa is in depth growth.Root length density of L.bicolor in all the root sequences is higher than that of sea buckthorn and A.fruticosa.On the basis of the root structure,it is inferred that L.bicolor roots mainly absorb the surface soil moisture for its normal growth;in contrast,A.fruticosa has good uptake ability to deep soil water.The root structure of sea buckthorn implies that it has a strong drought resistance. 展开更多
关键词 seasonal frost area slope protection plant root structure
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Plant Variety Protection and DUS Testing Technique 被引量:6
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作者 LI Xiao-hui, LI Xin-hai, ZHANG Shi-huang, LI Ming-shun and LI Wen-hua(Institute of Crop Breeding and Cultivation, Chinese Academy of Agricultural Sciences /Key Laboratory of CropGenetics and Breeding , Ministry of Agriculture/AMBIONET-China Laboratory , Beijing 100081 , P. R. China College of Agronomy , Northeast Agricultural University, Harbin 150030, P.R.China) 《Agricultural Sciences in China》 CAS CSCD 2002年第12期1400-1403,共4页
DUS testing technique used for plant variety protection was reviewed in the paper, and some suggestions were made on how to establish the appropriate technology system in China. Meanwhile, the potential exploitation o... DUS testing technique used for plant variety protection was reviewed in the paper, and some suggestions were made on how to establish the appropriate technology system in China. Meanwhile, the potential exploitation of the technique was discussed. 展开更多
关键词 plant variety protection DUS testing DNA fingerprinting
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The Register and Characteristics of Chinese Key Protected Wild Plants in Dabie Mountains National Nature Preserve, Hubei Province 被引量:1
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作者 Jun QI Peng FU +3 位作者 Jian FU Aiguo ZHEN Li JIANG Yuanping FANG 《Agricultural Biotechnology》 CAS 2022年第2期21-22,26,共3页
A study was conducted on the newly promulgated key protected wild plants distributed in the Dabie Mountains National Nature Reserve in Hubei in 2021.According to statistics,Dabie Mountains National Nature Reserve of H... A study was conducted on the newly promulgated key protected wild plants distributed in the Dabie Mountains National Nature Reserve in Hubei in 2021.According to statistics,Dabie Mountains National Nature Reserve of Hubei Province has a total of 41 species of wild plants under national key protection,including 7 species in the first class and 34 species in the second class.Among them,6 are cultivated species,4 in the first class,and 2 species in the second class.The characteristics of Chinese key protected wild plants in the Dabie Mountains National Nature Reserve in Hubei Province were analyzed. 展开更多
关键词 Dabie Mountains National Nature Preserve Chinese protected plant Wild plants
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Urban Garden Planning and Design and Ornamental Plant Protection 被引量:1
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作者 ZHANG Yu 《Journal of Landscape Research》 2018年第4期159-162,共4页
Due to the rapid economic and social development, the quality of life of people has been significantly improved, and peopled demand for living environment has become increasingjy high, which has increased peop... Due to the rapid economic and social development, the quality of life of people has been significantly improved, and peopled demand for living environment has become increasingjy high, which has increased peopled awareness of landscaping. Because of the development of urbankation, however, most cities have lost their balance in the ecological enviionment although they seem to have the modem flavor of life. Integrating garden design with plant protection is an important measure to protect the ecological environment and maintain ecological balance. How to protect the plants in urban garden planning and design has become a problem to be solved by garden designers. In this paper, the relationship between garden design and plant protection was ekbofated, the status quo and problems of ornamental plant protection were analyzed, and measures to protect ornamental plants were proposed. 展开更多
关键词 Landscape planning and design plant protection PROBLEMS SOLUTIONS
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Research progress of plant antimicrobial peptides 被引量:1
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作者 Zu-Xin Zhang Peng-Yu Li +1 位作者 Xin-Yi Zheng Chun-Ming Dong 《Microenvironment & Microecology Research》 2022年第1期24-27,共4页
Plant antimicrobial peptides are a very large family of antimicrobial peptides,which have strong resistance to various pathogenic microorganisms,especially fungi.With the increasing use of antibiotics,the problems cau... Plant antimicrobial peptides are a very large family of antimicrobial peptides,which have strong resistance to various pathogenic microorganisms,especially fungi.With the increasing use of antibiotics,the problems caused by antibiotics,including antibiotic residues and pathogen resistance,are becoming more and more prominent.The research on antimicrobial peptides as new antibiotic substitutes is also a hot spot.This article introduces the action sites and antibacterial mechanisms of several plant antimicrobial peptides,as well as the application of plant antimicrobial peptides in the fields of medicine,agriculture,and food preservation. 展开更多
关键词 plant antimicrobial peptides antibacterial mechanism food preservation animal and plant protection
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Plant Protection: The Risk Mitigation of Endocrine Disrupting Pesticides Use Demands the Shared Responsibility of All within the Agricultural System
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作者 K. Jtirgens A. Fink-Kessler +1 位作者 F. Keil K. Gotz 《Journal of Agricultural Science and Technology(A)》 2011年第5期629-640,共12页
The widespread use of agrochemicals and its possible negative impacts on humans and the environment remains a highly topical and controversial issue. Of particular concern here are chemicals that can disturb an organ... The widespread use of agrochemicals and its possible negative impacts on humans and the environment remains a highly topical and controversial issue. Of particular concern here are chemicals that can disturb an organism's endocrine system. Referring to the precautionary principle, the objective of the research project start2 is to develop management strategies that help reduce possible risks for httmans and the environment of endocrine active agrochemicals. As an empirical basis we combined qualitative and quantitative methods and initiated two expert dialogues. Our findings underpin the well known fact that the use of agrochemicals is complex and dependent on more than the individual attitudes of farmers. Agricultural plant protection management is the collective product of a complex agricultural system, which encompasses treatment, marketing, industry and agricultural consultation as well as agricultural teaching institutions and relevant scientific disciplines. Successful management strategies for risk reduction in the context of hormonally active agrochemicals thus need to involve all actors within this system. The paper proposes a strategy that promotes participation by enabling learning processes among these actors. 展开更多
关键词 plant protection endocrine disruptors agrarian sociology system analyses shared responsibility.
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Particle Kinematics Analysis of Droplet Drift in Spraying Operation of Plant Protection UAV
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作者 Xiong ZOU Rangshu XU +1 位作者 Jingchun LI Zilin LIU 《Plant Diseases and Pests》 CAS 2022年第2期17-20,23,共5页
[Objectives]The paper was to study the effect of droplet drift on spray quality of plant protection UAV.[Methods]Based on the theory of multiphase flow and the method of particle kinematics,the force and motion trajec... [Objectives]The paper was to study the effect of droplet drift on spray quality of plant protection UAV.[Methods]Based on the theory of multiphase flow and the method of particle kinematics,the force and motion trajectory of droplet sprayed by plant protection UAV were theoretically analyzed and mathematically modeled.On the basis of the assumption of wind speed in the ground layer and the laminar sublayer,that is,it is assumed that the wind speed in the area of wind measurement was approximately a linear distribution,the coupling iterative solution of the equations was carried out.The influence of droplet diameter,flight height,flight speed of plant protection UAV,course angle,wind speed,wind direction,initial droplet velocity and direction of initial velocity on droplet drift were analyzed.The influence of the coupling effect of each factor on droplet drift was further discussed and the distribution of droplet drift concentration was obtained.[Results]The wind speed and direction had much influence on the drift distance of droplets,and the drift distance and the initial velocity angle show a quadratic function distribution.Under the given conditions,the drift distance was the closest when the initial velocity angle was about 20°.The droplet drift was mainly distributed scatteredly around the nozzle.[Conclusions]The study provides a reference for improving the spraying quality of plant protection UAV. 展开更多
关键词 plant protection UAV Droplet drift Particle kinematics Concentration distribution COUPLING
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Design and Research of Efficient Adaptive Spray Plant Protection UAV
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作者 Chao ZHU Hongxin ZHANG +1 位作者 Wanlin SUN Miao WANG 《Plant Diseases and Pests》 CAS 2022年第1期31-34,37,共5页
When the plant protection UAV is spraying on plants, the operator usually performs visual inspection on the vertical distance between the UAV and the plant to adjust the spray height to complete the application. Visua... When the plant protection UAV is spraying on plants, the operator usually performs visual inspection on the vertical distance between the UAV and the plant to adjust the spray height to complete the application. Visual inspection by human eyes is easy to cause the error of spray deposition and deposition density. In order to improve the full utilization of drugs and the spraying efficiency of plant protection UAV, an efficient adaptive spray plant protection UAV was designed, and the vertical distance from the UAV to the plant was collected by ultrasonic wave. Meantime, the plant density was detected in real time, and the flight attitude of plant protection UAV and application rate of spray nozzle were automatically adjusted. The experimental results showed that the designed highly efficient adaptive spray plant protection UAV had fast response speed, precise spray location and less drug loss. 展开更多
关键词 plant protection UAV Ultrasonic wave Adaptive adjustment High efficiency Less drug loss
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Borderline Products between Bio-fertilizers/ Bio-effectors and Plant Protectants: The Role of Microbial Consortia
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作者 Marco Nuti Giusto Giovannetti 《Journal of Agricultural Science and Technology(A)》 2015年第5期305-315,共11页
In the delicate normative balance, at European Union (EU) level of the borderline products (i.e., between plant protectants and bio-fertilizers/bio-effectors) containing microbial consortia (MC) instead of singl... In the delicate normative balance, at European Union (EU) level of the borderline products (i.e., between plant protectants and bio-fertilizers/bio-effectors) containing microbial consortia (MC) instead of single microbial strains, the most relevant factors influencing the categorization of the products are the intention of use, the cell density and the mode of action. For the latter, the basic difference between the two types of products is that a plant protectant has a targeted activity on plant pathogens, while a bio-fertilizer acts indirectly by nourishing and fortifying the host plant (healthier plant), thus inducing a generalized resistance to the onset of pathological status, irrespective of its origin and nature. Case-studies are presented on the effectiveness of MC as bio-fertilizers/bio-effectors on different crops. Bio-fertilizers exhibit a double effect--biotic and abiotic, leading to the fortification of the crop plant linked to its more effective water and nutrient uptakes as well asto a generalized healthier status. This in turn leads to a higher resistance to diseases. In addition, bio-fertilizers play a relevant role on the reduction of environmental impacts due to chemical fertilizers, e.g., by facilitating the uptake of phosphorus (P), thus reducing the need of P fertilization. Although finding a scientifically-based balance between regulatory need and marketing constraint is not always an easy task, the availability of scientific advancements combined to common sense should help in describing positive effects and risk profiles of MC in agriculture. 展开更多
关键词 Bio-fertilizers/bio-effectors plant protection products MC.
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Application of MR Technology in Teaching:A Case Study of UAV Agriculture&Forestry Plant Protection Curriculum
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作者 Zhenyu Xu 《Plant Diseases and Pests》 CAS 2021年第5期39-42,共4页
In order to solve the problems of insufficient training equipment,relatively lack of curriculum resources and single teaching means in the teaching of UAV(unmanned aerial vehicle)applied technology major,this paper st... In order to solve the problems of insufficient training equipment,relatively lack of curriculum resources and single teaching means in the teaching of UAV(unmanned aerial vehicle)applied technology major,this paper studies the application of MR(Mixed Reality)in UAV applied technology major teaching,with the teaching of UAV agriculture&forestry plant protection curriculum as the carrier.The study will solve the pain points in teaching,improve the teaching ability and teaching information level,and increase the talent training quality of UAV,agriculture&forestry plant protection and related majors.Furthermore,it will create a protective,interactive,remote and scalable teaching experience for stu-dents,which can improve the teaching effect and reduce the teaching cost. 展开更多
关键词 Distance teaching MR technology Unmanned aerial vehicle(UAV) AGRICULTURE Forestry and plant protection
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Impact of Implementing 1991 Act of the International Convention for the Protection of New Varieties of Plants in China
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作者 YANG Xuhong 《Journal of Northeast Agricultural University(English Edition)》 CAS 2006年第1期90-96,共7页
The Union for the Protection of New Varieties of Plants is abbreviated as UPOV. The Convention for the Protection of New Varieties of Plants has 1961/1972 Act ,1978 Act and 1991 Act. China is member of UPOV and its re... The Union for the Protection of New Varieties of Plants is abbreviated as UPOV. The Convention for the Protection of New Varieties of Plants has 1961/1972 Act ,1978 Act and 1991 Act. China is member of UPOV and its regulations of protection of new varieties of plants conform to 1978 Act. At present, there is big debate whether China accedes to 1991 Act. This paper mainly discussed advantages and possibilities that China accedes to 1991 Act, and concluded that it is highly desirable that China should consider acceding to 1991 Act in order to contribute to development of system on protection of new varieties of plants. 展开更多
关键词 protection of new varieties of plants UPOV convention China
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Thoughts on Science and Technology Service in Agricultural Research Institutes:Taking Institute of Plant Protection of Hebei Academy of Agricultural and Forestry Sciences as an Example
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作者 Zheng CHEN Lixian CUI +1 位作者 Chunhong LIU Guangyuan MA 《Asian Agricultural Research》 2020年第10期19-22,共4页
Scientific and technological services are necessary for strengthening agriculture.Under the new situation,agricultural research institutes should give full play to their advantages,strive to innovate scientific and te... Scientific and technological services are necessary for strengthening agriculture.Under the new situation,agricultural research institutes should give full play to their advantages,strive to innovate scientific and technological services methods,and improve scientific and technological service levels.Combined with the practice of science and technology work of Institute of Plant Protection of Hebei Academy of Agricultural and Forestry Sciences,this paper made an in-depth analysis on the present situations and existing problems in the scientific and technological services of agricultural research institutes.Based on the analysis,it came up with recommendations including change ideological concepts,strengthening service awareness,adhering to people-oriented principle,enhancing the team building,improving mechanism construction,stimulating innovative vitality,exploring service methods,and enriching service connotation,so as to improve scientific and technological service works. 展开更多
关键词 plant protection Scientific and technology services Agricultural research institutes
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The Resistance of Crops in Plant Protection
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作者 MIRZAEVA Gulnara 《棉花学报》 CSCD 北大核心 2008年第S1期122-,共1页
World crop production requires highly-productive varieties of agricultural crops,which are resistant to pest organisms.Such varieties are also of great importance for the Uzbekistan.Their
关键词 The Resistance of Crops in plant Protection
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Plant Protection Machine of CAAMS Tillage and Planting Machinery Institute
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《农业机械》 北大核心 2007年第01A期I0009-I0009,共1页
关键词 plant Protection Machine of CAAMS Tillage and planting Machinery Institute
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Reform and Research on the Combination of Production and Education in Plant Protection under the Background of Transformation and Development
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作者 Qiaoyun Weng Yinghui Liu +3 位作者 Huijing Guo Junhai Yuan Jincheng Yuan Jiang Guo 《Journal of Contemporary Educational Research》 2022年第10期86-91,共6页
Plant Protection is an agricultural discipline with strong theoretical and practical significance.In order to adapt to the development direction of the society during the transition period and the need for professiona... Plant Protection is an agricultural discipline with strong theoretical and practical significance.In order to adapt to the development direction of the society during the transition period and the need for professional talents,the researchers have discussed the teaching mode of the plant protection major from various perspectives of the teaching practice.Through the integration of teaching content and knowledge the overall structure of the course is being made clearer and reasonable;The use of different teaching methods has stimulated the initiative of students and achieved remarkable teaching results;The creativity and practical ability of students have been significantly improved;And the examination and evaluation system has been improved,thereby students’performance can be truly reflected.Through the reform and research of plant protection industry-academia and practical teaching,a feasible way is proposed for the combination of industry-academia and the cultivation of practical talents. 展开更多
关键词 Transformation development plant protection Practical teaching
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