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Analysis of the Influence Factors of Grain Supply-Demand Gap in China 被引量:2
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作者 Bingjun Li Weiming Yang 《Agricultural Sciences》 2018年第7期901-909,共9页
Based on the analysis of the grain supply and demand gap’s current situation in China, this paper establishes an indicator system for the influence factors of grain supply and demand gap. Then this paper calculates t... Based on the analysis of the grain supply and demand gap’s current situation in China, this paper establishes an indicator system for the influence factors of grain supply and demand gap. Then this paper calculates the correlation degree between the main grain varieties’ supply and demand gap and its influence factors. The results show that sown area and unit yield have the greatest impact on wheat supply and demand gap;per capita disposable income and unit yield have the greatest impact on corn supply and demand gap;per capita disposable income and agricultural mechanization level have the greatest impact on the supply and demand gap of soybean and rice. From the analysis results, we can obtain the difference between the factors affecting the grain supply and demand gap, and provide a certain theoretical basis and new ideas for the balance of grain supply and demand in China. 展开更多
关键词 ENTROPY Method GREY Correlation analysis DEMand and supply GAP Influence FACtoRS
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On The Role Of Needs Analysis In ESP Course And Its Implications For Specialized EnglishReading Cour
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作者 刘浩 庞云青 《陕西师范大学学报(哲学社会科学版)》 CSSCI 北大核心 1999年第S1期149-152,共4页
CLCNumber:H319.3Documentcode:AArtrcleID:1000┐5293(1999)Sup.┐0150┐04SpecializedEnglishreadingistheseniorstage... CLCNumber:H319.3Documentcode:AArtrcleID:1000┐5293(1999)Sup.┐0150┐04SpecializedEnglishreadingistheseniorstageincolegeEnglishte... 展开更多
关键词 needs analysis ESP specialized English READING SYLLABUS
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A Needs-analysis Approach to Postgraduate English Curriculum Design in Chinese Agriculture and Forestry Universities——A Case Study of Shandong Agricultural University
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作者 金月 司艳辉 石运章 《海外英语》 2018年第12期245-247,共3页
In order to investigate the curriculum design for postgraduate English in Agriculture and Forestry Colleges, this papermakes great attempts to probe into the target needs and learning needs of English in SDAU. Both qu... In order to investigate the curriculum design for postgraduate English in Agriculture and Forestry Colleges, this papermakes great attempts to probe into the target needs and learning needs of English in SDAU. Both quantitative and qualitative re-search methods were employed in the survey. The final conclusion of this study is that the current English curriculum design forpostgraduate in SDAU can not satisfy the needs of students and workplace completely. On the basis of such major findings and re-sults, this paper makes attempts to develop an English curriculum design and implementing model for postgraduate English teach-ing in SDAU, hoping to offer implications on curriculum design of postgraduate English in Agriculture and Forestry Colleges and of-fer suggestions on personalized teaching reform of postgraduate English. 展开更多
关键词 英语 学习方法 阅读
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Research on Learner Needs Analysis and Listening Activities
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作者 Ruohan Xu 《Journal of Contemporary Educational Research》 2024年第4期247-254,共8页
Listening is the primary method to access language information.It is an essential part of L2(second language)teaching but also the most difficult skill to master for L2 learners.Based on this,it is necessary to analyz... Listening is the primary method to access language information.It is an essential part of L2(second language)teaching but also the most difficult skill to master for L2 learners.Based on this,it is necessary to analyze learners’needs in listening.This article aims to conduct a needs analysis of a selected learner from Iraq and describe course material selection and design.Methods including questionnaires,interviews,and observation were used to collect data.Additionally,targeted 60-minute online listening activities were designed.It was found that listening activities can improve both listening and speaking skills.Thus,language teaching should be student-oriented,and subsequent course materials and activity design should be selected based on the analysis of students’needs. 展开更多
关键词 Listening skills needs analysis Second language teaching
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Analysis of China’s Crude Oil Supply and Demand in the Year 2010 and the Year 2020 被引量:1
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作者 Wang Baoyi Zhang Baosheng 《Petroleum Science》 SCIE CAS CSCD 2005年第3期89-92,共4页
Along with the speedy development of the economic growth in China, the shortage of oil and gas becomes more and more serious. Based on summarizing some related research results, the prediction of China's oil demand a... Along with the speedy development of the economic growth in China, the shortage of oil and gas becomes more and more serious. Based on summarizing some related research results, the prediction of China's oil demand and supply in the year 2010 and the year 2020 has been given in the paper. The oil supply and demand situation is discussed on three different levels. Accordingly, suggestions about the oil supply safety and the national economy safety strategies have been given. 展开更多
关键词 Oil supply and demand prediction and analysis oil supply safety strategy
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Characterization and Expression of Ammonium Transporter in Peach (Prunus persica) and Regulation Analysis in Response to External Ammonium Supply 被引量:3
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作者 Meiling Tang Yuhe Li +3 位作者 Yahui Chen Lei Han Hongxia Zhang Zhizhong Song 《Phyton-International Journal of Experimental Botany》 SCIE 2020年第4期925-941,共17页
As the preferred nitrogen(N)source,ammonium(NH_(4)^(+))contributes to plant growth and development and fruit quality.In plants,NH 4+uptake is facilitated by a family of NH_(4)^(+) transporters(AMT).However,the molecul... As the preferred nitrogen(N)source,ammonium(NH_(4)^(+))contributes to plant growth and development and fruit quality.In plants,NH 4+uptake is facilitated by a family of NH_(4)^(+) transporters(AMT).However,the molecular mechanisms and functional characteristics of the AMT genes in peach have not been mentioned yet.In this present study,excess NH_(4)^(+) stress severely hindered shoot growth and root elongation,accompanied with reduced mineral accumulation,decreased leaf chlorophyll concentration,and stunned photosynthetic performance.In addition,we identified 14 putative AMT genes in peach(PpeAMT).Expression analysis showed that PpeAMT genes were differently expressed in peach leaves,stems and roots,and were distinctly regulated by external NH_(4)^(+) supplies.Putative cis-elements involved in abiotic stress adaption,Ca^(2+) response,light and circadian rhythms regulation,and seed development were observed in the promoters of the PpeAMT family genes.Phosphorylation analysis of residues within the C-terminal of PpeAMT proteins revealed many conserved phosphorylation residues in both the AMT1 and AMT2 subfamily members,which could potentially play roles in controlling the NH 4+transport activities.This study provides gene resources to study the biological function of AMT proteins in peach,and reveals molecular basis for NH_(4)^(+) uptake and N nutrition mechanisms of fruit trees. 展开更多
关键词 Prunus persica AMT transporters regulation by NH_(4)^(+)supply CIS-ELEMENTS phosphorylation site analysis
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Reliability Analysis of Systems Based on the UFLP under Facility Failure and Conditional Supply Cases
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作者 Min Wang Zongtian Wei Yun He 《Advances in Pure Mathematics》 2012年第2期128-132,共5页
The reliability of facility location problems has been received wide attention for several decades. Researchers formulate varied models to optimize the reliability of location decisions. But the most of such studies a... The reliability of facility location problems has been received wide attention for several decades. Researchers formulate varied models to optimize the reliability of location decisions. But the most of such studies are not practical since the models are too ideal. In this paper, based on the classical uncapacitated fixed-charge location problem (UFLP) and some supply constraints from the reality, we distinguish deterministic facility failure and stochastic facility failure cases to formulate models to measure the reliability of a system. The computational results and reliability envelopes for a specific example are also given. 展开更多
关键词 Reliability analysis FACILITY FAILURE supply CONSTRAINT Uncapacitated Fixed CHARGE Location Problem
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The Supply-Demand Analysis and Mechanism Innovation of Chinese Rural Public Goods 被引量:2
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作者 XIA Xiang-yang Marxism and Leninism Education,and Hebei Engineering and Technical College,Cangzhou 061001,China 《Asian Agricultural Research》 2011年第5期44-47,共4页
The connotation of rural public goods is expounded.The rural public goods refer to the products and labors that satisfy the production and living of rural residents,economic growth and social progress.The rural public... The connotation of rural public goods is expounded.The rural public goods refer to the products and labors that satisfy the production and living of rural residents,economic growth and social progress.The rural public goods is characterized by non-excludability,non-competitiveness and indispensability of other general public goods.The supply situation of Chinese government to rural public goods is analyzed,as well as the demand situation of rural public goods,which includes farmers' demand on training,the assistance demand of rural weak groups,farmers' demand on comfortable living conditions and farmers' demand on "soft" public goods.The paths for innovating the supply mechanism of rural public goods are put forward,which cover perfecting the decision mechanism of public goods supply;scientifically distributing the supply responsibility of rural public goods;facilitating the reform of each supporting equipment and exploring the multiple capital collecting channels of rural public goods. 展开更多
关键词 RURAL PUBLIC GOODS supply-demand analysis Mechanis
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Survey and Analysis of Chinese Learning Needs of International Students-A Case Study of International Students Majoring in MBA and MPA in a College of The Belt and Road
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作者 LI Jia-xin BAO Wen-jing LU Yue-li 《Journal of Literature and Art Studies》 2022年第3期301-309,共9页
This study investigated the Chinese learning motivation,learning goals and learning strategies of 26 international students majoring in MBA and MPA at a university with The belt and road college,mainly by questionnair... This study investigated the Chinese learning motivation,learning goals and learning strategies of 26 international students majoring in MBA and MPA at a university with The belt and road college,mainly by questionnaire and interview method,supplemented by classroom observation method.The survey found that 20 of the 24 international students were zero-start Chinese learners,and their learning motivation was mainly"instrumental"and"intrinsic",and they had high enthusiasm for Chinese language and Chinese culture.They have a high enthusiasm for Chinese language and culture,and will actively solve the difficulties they encounter in learning Chinese.At the same time,this study conducted a questionnaire survey on the needs of international students in terms of curriculum and content,teaching materials,teaching assessment and extracurricular activities,combined with the results of individual and group interviews and classroom observations,to summarize the real needs of international students in various aspects of Chinese language learning,so as to provide teaching reference for teachers teaching international students,and to provide a reference for colleges and universities to develop Chinese teaching programs.The survey will provide a basis for the colleges and universities to formulate Chinese teaching programs and coordinate teaching activities,so as to help international students learn Chinese better. 展开更多
关键词 One Belt and One Road international students in China Chinese language learning learning needs analysis
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The Analysis of Discrepancies between English for Specific Purposes Teaching and Needs Analysis of Job Requirements
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作者 黄千 《海外英语》 2019年第24期281-282,共2页
This paper aims at strengthening teachers’understanding as well as optimizing future curriculum design of ESP(Eng⁃lish Specific Purpose).According to the literature ESP is one of the means for language learning and t... This paper aims at strengthening teachers’understanding as well as optimizing future curriculum design of ESP(Eng⁃lish Specific Purpose).According to the literature ESP is one of the means for language learning and teaching,which is based on learners’needs.By adopting needs analysis,teachers are able to deeply and appropriately understand the needs from students and the real-life settings like working places in society.According to the three cases that have been reviewed,there are always discrep⁃ancies between teaching and learning in the classroom,and the real-life needs of job requirements in society.Combining the curric⁃ulum design of ESP and the method of needs analysis is an effective way to close the discrepancy. 展开更多
关键词 English for Specific Purposes Teaching needs analysis classroom learning and teaching real-life setting
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Analysis on the Situation of Power Supply and Demand in Shandong
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作者 Sun Wei Department of Development Planning, Shandong Electric Power Corporation Jia Yulu 《Electricity》 2008年第1期40-42,共3页
In the first half of 2007, the power industry in Shandongprovince continued to maintain a rapid growth momentum.The gross electricity consumption amounted to 121.25 TWh,14.4% higher over that in the same period of las... In the first half of 2007, the power industry in Shandongprovince continued to maintain a rapid growth momentum.The gross electricity consumption amounted to 121.25 TWh,14.4% higher over that in the same period of last year. The totalinstalled capacity reached 53.29 GW. It was expected that bythe end of 2007, the gross electricity consumption in Shan-dong would reach 260 TWh, increasing by 14.4% on ayear-on-year basis; the maximum load would reach 40. 展开更多
关键词 analysis on the Situation of Power supply and Demand in Shandong HIGH
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Analysis on the Trend and Change Process of Preschool Education Supply System in China
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作者 Luo Ruofei 《学术界》 CSSCI 北大核心 2013年第11期293-299,共7页
In order to put forward countermeasures and suggestions of reform and innovation on the supply system of preschool education in China,the current change process of China’s preschool education supply system is analyze... In order to put forward countermeasures and suggestions of reform and innovation on the supply system of preschool education in China,the current change process of China’s preschool education supply system is analyzed using the historical analysis method.It is believed that there are still some outstanding problems in the supply system of the preschool education in China at present.According to the theory of supply and demand balance of economics and institutional change theory of new institutional economics,the future trend of China’s preschool education supply system is also analyzed. 展开更多
关键词 学前教育 供给系统 发展趋势 中国 新制度经济学 供应系统 电流变化 供需平衡
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Food Supply Values and Their Factors of Three Pond Aquaculture Ecosystems: A Case Study of Shanghai
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作者 Zhengyong YANG Xinzheng ZHANG +1 位作者 Zhenfang HAN Keyong TANG 《Asian Agricultural Research》 2014年第8期68-75,共8页
Studies on food supply values,the basis of eco-service values,and their factors of different pond aquaculture ecosystems are helpful to explain the influences of the inputted factors and their variations among these e... Studies on food supply values,the basis of eco-service values,and their factors of different pond aquaculture ecosystems are helpful to explain the influences of the inputted factors and their variations among these ecosystems and provide information for stakeholders to adjust their decisions and behaviors to increase their total eco-service values. On the basis of continued records from 2011 to 2012 of 18 ponds of three pond aquaculture ecosystems,namely Litopenaeus vannamei,Macrobrachium nippponensis and carp fresh water pond aquaculture ecosystems in Qingpu,Fengxian,and Jiading,three suburban districts of Shang,this paper analyzed the costs,returns,net food supply values and their regional and temporal fluctuations. The results showed that:(1) the net food supply values of the three ecosystems are 143252. 4,135883. 7,and 52623. 1Yuan /Ha in 2011 correspondently,with the Litopenaeus vannamei pond aquaculture ecosystem(LVPAE) ranking highest and the carp pond aquaculture ecosystem(CPAE) lowest among them,and the trend was same in 2012,but the values decreased than that of 2011 with the rate of 30. 0%( LVPAE),38. 0 %( Macrobrachium nippponensis pond aquaculture ecosystem,MNPAE) and 13. 7 %( CPAE).(2)The dominant factors of the net food supply values of these ecosystems are the produce price and variable costs; fry and feed costs are the main variable factors producing the noticeable difference among the ecosystems.(3) The cost- benefit ratio of per unit product of the CPAE,LVPAE and MNPAE changed from 27. 5%,91. 7%,129. 0% in 2011 to 23. 0%,73. 8% and 63. 8% in 2012,with the CPAE ranked lowest among them in both years.(4) For all the three ecosystems,their net food supply values may not always change in same trends with their net eco-service values,if stakeholders want to keep a balance between these two types of values,MNPAE should be encouraged in these districts. 展开更多
关键词 POND AQUACULTURE Food supply value Eco-service val
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The Survey on Course Design for Business English Majors on the Base of Needs Analysis 被引量:1
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作者 冯霞 《海外英语》 2018年第3期239-240,共2页
Based on the needs analysis theory, a survey on the course design of Business English at Honghe University are conducted. Business English majors' learning needs and attitudes towards course design of Business Eng... Based on the needs analysis theory, a survey on the course design of Business English at Honghe University are conducted. Business English majors' learning needs and attitudes towards course design of Business English are researched through questionnaires. Business English competences needed in workplaces and society's needs for Business English talents are investigated. After analyzing recruitment information for Business English talents collected from domestic credible websites, some suggestions on course design of business English are supplied. 展开更多
关键词 Business English needs analysis Course Design
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A Literature Review of ESP and Needs Analysis
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作者 郭漫 《海外英语》 2013年第21期113-113,115,共2页
English is used differently under different contexts as well as according to different learners’needs.As a result,this leads to a development of English courses for specific purposes.One area that is highlighted in E... English is used differently under different contexts as well as according to different learners’needs.As a result,this leads to a development of English courses for specific purposes.One area that is highlighted in ESP is the learners’needs analysis. 展开更多
关键词 ESP needs analysis COURSE DESIGN
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ESPNeeds Analysisand Course Designin Application-Oriented Universities
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作者 王晓芳 《海外英语》 2018年第6期236-237,共2页
With demands for applied talents dramatically increasing motivated by economic transformation and China's "Going Out " Strategy, College English reform should deepen ESP teaching, stress application of l... With demands for applied talents dramatically increasing motivated by economic transformation and China's "Going Out " Strategy, College English reform should deepen ESP teaching, stress application of language skills to academic and professionallearning, and serve for students' future development. Therefore, it is vital to explore school-based course design in ESP based onneeds analysis. 展开更多
关键词 English for Special Purposes needs analysis school-based course design
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Development and Utilization of the World's and China's Bulk Mineral Resources and their Supply and Demand Situation in the Next Twenty Years 被引量:9
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作者 ZHANG Zhaozhi JIANG Guangyu +1 位作者 WANG Xianwei ZHANG Jianfeng 《Acta Geologica Sinica(English Edition)》 SCIE CAS CSCD 2016年第4期1370-1417,共48页
Bulk mineral resources of iron ores, copper ores, bauxite, lead ores, zinc ores and potassium salt play a pivotal role on the world's and China's economic development. This study analyzed and predicted their resourc... Bulk mineral resources of iron ores, copper ores, bauxite, lead ores, zinc ores and potassium salt play a pivotal role on the world's and China's economic development. This study analyzed and predicted their resources base and potential, development and utilization and their world's and China's supply and demand situation in the future 20 years. The supply and demand of these six bulk mineral products are generally balanced, with a slight surplus, which will guarantee the stability of the international mineral commodity market supply. The six mineral resources (especially iron ores and copper ores) are abundant and have a great potential, and their development and utilization scale will gradually increase. Till the end of 2014, the reserve- production ratio of iron, copper, bauxite, lead, zinc ores and potassium salt was 95 years, 42 years, 100 years, 17 years, 37 years and 170 years, respectively. Except lead ores, the other five types all have reserve-production ratio exceeding 20 years, indicative of a high resources guarantee degree. If the utilization of recycled metals is counted in, the supply of the world's six mineral products will exceed the demand in the future twenty years. In 2015-2035, the supply of iron ores, refined copper, primary aluminum, refined lead, zinc and potassium salt will exceed their demand by 0.4-0.7 billion tons (Gt), 5.0-6.0 million tons (Mt), 1.1-8.9 Mt, 1.0-2.0 Mt, 1.2-2.0 Mt and 4.8-5.6 Mt, respectively. It is predicted that there is no problem with the supply side of bulk mineral products such as iron ores, but local or structural shortage may occur because of geopolitics, monopoly control, resources nationalism and trade friction. Affected by China's compressed industrialized development model, the demand of iron ores (crude steel), potassium salt, refined lead, refined copper, bauxite (primary aluminum) and zinc will gradually reach their peak in advance. The demand peak of iron ores (crude steel) will reach around 2015, 2016 for potassium salt, 2020 for refined lead, 2021 for bauxite (primary aluminum), 2022 for refined copper and 2023 for zinc. China's demand for iron ores (crude steel), bauxite (primary aluminum) and zinc in the future 20 years will decline among the world's demand, while that for refined copper, refined lead and potassium salt will slightly increase. The demand for bulk mineral products still remains high. In 2015-2035, China's accumulative demand for iron ores (crude steel) will be 20.313 Gt (13.429 Gt), 0.304 Gt for refined copper, 2.466 Gt (0.616 Gt) of bauxite (primary aluminum), 0.102 Gt of refined lead, 0.138 Gt of zinc and 0.157 Gt of potassium salt, and they account for the world's YOY (YOY) accumulative demand of 35.17%, 51.09%, 48.47%, 46.62%, 43.95% and 21.84%, respectively. This proportion is 49.40%, 102.52%, 87.44%, 105.65%, 93.62% and 106.49% of that in 2014, respectively. From the supply side of China's bulk mineral resources, it is forecasted that the accumulative supply of primary (mine) mineral products in 2015-2035 is 4.046 Gt of iron ores, 0.591 Gt of copper, 1.129 Gt of bauxite, 63.661 Mt of (mine) lead, 0.109 Gt of (mine) zinc and 0.128 Gt of potassium salt, which accounts for 8.82%, 13.92%, 26.67%, 47.09%, 33.04% and 15.56% of the world's predicted YOY production, respectively. With the rapid increase in the smelting capacity of iron and steel and alumina, the rate of capacity utilization for crude steel, refined copper, alumina, primary aluminum and refined lead in 2014 was 72.13%, 83.63%, 74.45%, 70.76% and 72.22%, respectively. During 2000-2014, the rate of capacity utilization for China's crude steel and refined copper showed a generally fluctuating decrease, which leads to an insufficient supply of primary mineral products. It is forecasted that the supply insufficiency of iron ores in 2015-2035 is 17.44 Gt, 0.245 Gt of copper in copper concentrates, 1.337 Gt of bauxite, 38.44 Mt of lead in lead concentrates and 29.19 Mt of zinc in zinc concentrates. China has gradually raised the utilization of recycled metals, which has mitigated the insufficient supply of primary metal products to some extent. It is forecasted that in 2015-2035 the accumulative utilization amount of steel scrap (iron ores) is 3.27 Gt (5.08 Gt), 70.312 Mt of recycled copper, 0.2 Gt of recycled aluminum, 48 Mt of recycled lead and 7.7 Mt of recycled zinc. The analysis on the supply and demand situation of China's bulk mineral resources in 2015-2035 suggests that the supply-demand contradiction for these six types of mineral products will decrease, indicative of a generally declining external dependency. If the use of recycled metal amount is counted in, the external dependency of China's iron, copper, bauxite, lead, zinc and potassium salt will be 79%, 65%, 26%, 8%, 16% and 18% in 2014, respectively. It is predicted that this external dependency will decrease to 62%, 64%, 20%, -0.93%, 16% and 14% in 2020, respectively, showing an overall decreasing trend. We propose the following suggestions correspondingly. (1) The demand peak of China's crude steel and potassium salt will reach during 2015-2023 in succession. Mining transformation should be planned and deployed in advance to deal with the arrival of this demand peak. (2) The supply-demand contradiction of China's bulk mineral resources will mitigate in the future 20 years, and the external dependency will decrease accordingly. It is suggested to adjust the mineral resources management policies according to different minerals and regions, and regulate the exploration and development activities. (3) China should further establish and improve the forced mechanism of resolving the smelting overcapacity of steel, refined copper, primary aluminum, lead and zinc to really achieve the goal of "reducing excess production capacity". (4) In accordance with the national strategic deployment of "One Belt One Road", China should encourage the excess capacity of steel, copper, alumina and primary aluminum enterprises to transfer to those countries or areas with abundant resources, high energy matching degree and relatively excellent infrastructure. Based on the national conditions, mining condition and geopolitics of the resources countries, we will gradually build steel, copper, aluminum and lead-zinc smelting bases, and potash processing and production bases, which will promote the excess capacity to transfer to the overseas orderly. (5) It is proposed to strengthen the planning and management of renewable resources recycling and to construct industrial base of renewable metal recycling. (6) China should promote the comprehensive development and utilization of paragenetic and associated mineral species to further improve the comprehensive utilization of bulk mineral resources. 展开更多
关键词 China bulk scarce mineral resource development and utilization demand prediction supply and demand analysis reducing excess production capacity
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Needs Analysis and Syllabus of English Teaching:A Case Study 被引量:1
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作者 覃方颖 《海外英语》 2011年第7X期139-140,150,共3页
The foundation of any teaching program should be the needs of the students.A syllabus can be successful only if it meets the needs of the particular group of students for whom it is intended.However,close needs analys... The foundation of any teaching program should be the needs of the students.A syllabus can be successful only if it meets the needs of the particular group of students for whom it is intended.However,close needs analysis has been absent in some English classes.The present study aimed to solve the problem of the possible mismatch between English learners and teachers especially in the intensive English training class.To identify the English students' needs in an intensive English training class,the questionnaires designed by the researcher were administered to the students.It was found that the English teaching would be based on real communication.Finally,the tentative syllabus was designed for English teaching based on the result of the need analysis. 展开更多
关键词 needs analysis SYLLABUS INTENSIVE ENGLISH TRAINING class ENGLISH TEACHING
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Water Supply Networks as Cyber-physical Systems and Controllability Analysis 被引量:5
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作者 Yongsong Wei Shaoyuan Li 《IEEE/CAA Journal of Automatica Sinica》 SCIE EI 2015年第3期313-319,共7页
Cyber-physical systems (CPS) is a system of systems which consists of many subsystems that can stand alone in an individual manner and can be taken as a typical complex network. CPS can be applied in the critical infr... Cyber-physical systems (CPS) is a system of systems which consists of many subsystems that can stand alone in an individual manner and can be taken as a typical complex network. CPS can be applied in the critical infrastructures such as water supply networks, energy supply systems, and so on. In this paper, we analyze the structure of modern city water supply networks from the view of CPS theory. we use complex network theory to build an undirected and unweighted complex network model for the water supply networks to investigate the structural properties, and present the structure of the water supply networks and detect communities by a spectral analysis of the Laplacian matrix. Then, we analyze the structure and controllability of water supply networks by the structural controllability method. The results show the feasibility and effectiveness of the proposed complex network model. © 2014 Chinese Association of Automation. 展开更多
关键词 CONTROLLABILITY Embedded systems Matrix algebra Spectrum analysis Structural properties Water supply
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Customer Prioritization for Medical Supply Chain During COVID-19 Pandemic 被引量:1
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作者 Iram Mushtaq Muhammad Umer +3 位作者 Muhammad Imran Inzamam Mashood Nasir Ghulam Muhammad Mohammad Shorfuzzaman 《Computers, Materials & Continua》 SCIE EI 2022年第1期59-72,共14页
During COVID-19,the escalated demand for various pharmaceutical products with the existing production capacity of pharmaceutical companies has stirred the need to prioritize its customers in order to fulfill their dem... During COVID-19,the escalated demand for various pharmaceutical products with the existing production capacity of pharmaceutical companies has stirred the need to prioritize its customers in order to fulfill their demand.This study considers a two-echelon pharmaceutical supply chain considering various pharma-distributors as its suppliers and hospitals,pharmacies,and retail stores as its customers.Previous studies have generally considered a balanced situation in terms of supply and demand whereas this study considers a special situation of COVID-19 pandemic where demand exceeds supply Various criteria have been identified from the literature that influences the selection of customers.A questionnaire has been developed to collect primary data from pharmaceutical suppliers pertaining to customerselection criteria.These criteria have been prioritized with respect to eigenvalues obtained from Principal Component Analysis and also validated with the experts’domain-related knowledge using Analytical Hierarchy Process.Profit potential appeared to be the most important criteria of customer selection followed by trust and service convenience brand loyalty,commitment,brand awareness,brand image,sustainable behavior,and risk.Subsequently,Multi Criteria Decision Analysis has been performed to prioritize the customerselection criteria and customers with respect to selection criteria.Three experts with seven and three and ten years of experience have participated in the study.Findings of the study suggest large hospitals,large pharmacies,and small retail stores are the highly preferred customers.Moreover,findings of prioritization of customer-selection criteria fromboth Principal Component Analysis and Analytical Hierarchy Process are consistent.Furthermore,this study considers the experience of three experts to calculate an aggregate score of priorities to reach an effective decision.Unlike traditional supply chain problems of supplier selection,this study considers a selection of customers and is useful for procurement and supply chain managers to prioritize customers while considering multiple selection criteria. 展开更多
关键词 PandEMIC customer prioritization pharmaceutical supply chain principal component analysis multi-criteria decision-making
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