• Title/Summary/Keyword: 동시-생산

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Construction and Application of Intelligent Decision Support System through Defense Ontology - Application example of Air Force Logistics Situation Management System (국방 온톨로지를 통한 지능형 의사결정지원시스템 구축 및 활용 - 공군 군수상황관리체계 적용 사례)

  • Jo, Wongi;Kim, Hak-Jin
    • Journal of Intelligence and Information Systems
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    • v.25 no.2
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    • pp.77-97
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    • 2019
  • The large amount of data that emerges from the initial connection environment of the Fourth Industrial Revolution is a major factor that distinguishes the Fourth Industrial Revolution from the existing production environment. This environment has two-sided features that allow it to produce data while using it. And the data produced so produces another value. Due to the massive scale of data, future information systems need to process more data in terms of quantities than existing information systems. In addition, in terms of quality, only a large amount of data, Ability is required. In a small-scale information system, it is possible for a person to accurately understand the system and obtain the necessary information, but in a variety of complex systems where it is difficult to understand the system accurately, it becomes increasingly difficult to acquire the desired information. In other words, more accurate processing of large amounts of data has become a basic condition for future information systems. This problem related to the efficient performance of the information system can be solved by building a semantic web which enables various information processing by expressing the collected data as an ontology that can be understood by not only people but also computers. For example, as in most other organizations, IT has been introduced in the military, and most of the work has been done through information systems. Currently, most of the work is done through information systems. As existing systems contain increasingly large amounts of data, efforts are needed to make the system easier to use through its data utilization. An ontology-based system has a large data semantic network through connection with other systems, and has a wide range of databases that can be utilized, and has the advantage of searching more precisely and quickly through relationships between predefined concepts. In this paper, we propose a defense ontology as a method for effective data management and decision support. In order to judge the applicability and effectiveness of the actual system, we reconstructed the existing air force munitions situation management system as an ontology based system. It is a system constructed to strengthen management and control of logistics situation of commanders and practitioners by providing real - time information on maintenance and distribution situation as it becomes difficult to use complicated logistics information system with large amount of data. Although it is a method to take pre-specified necessary information from the existing logistics system and display it as a web page, it is also difficult to confirm this system except for a few specified items in advance, and it is also time-consuming to extend the additional function if necessary And it is a system composed of category type without search function. Therefore, it has a disadvantage that it can be easily utilized only when the system is well known as in the existing system. The ontology-based logistics situation management system is designed to provide the intuitive visualization of the complex information of the existing logistics information system through the ontology. In order to construct the logistics situation management system through the ontology, And the useful functions such as performance - based logistics support contract management and component dictionary are further identified and included in the ontology. In order to confirm whether the constructed ontology can be used for decision support, it is necessary to implement a meaningful analysis function such as calculation of the utilization rate of the aircraft, inquiry about performance-based military contract. Especially, in contrast to building ontology database in ontology study in the past, in this study, time series data which change value according to time such as the state of aircraft by date are constructed by ontology, and through the constructed ontology, It is confirmed that it is possible to calculate the utilization rate based on various criteria as well as the computable utilization rate. In addition, the data related to performance-based logistics contracts introduced as a new maintenance method of aircraft and other munitions can be inquired into various contents, and it is easy to calculate performance indexes used in performance-based logistics contract through reasoning and functions. Of course, we propose a new performance index that complements the limitations of the currently applied performance indicators, and calculate it through the ontology, confirming the possibility of using the constructed ontology. Finally, it is possible to calculate the failure rate or reliability of each component, including MTBF data of the selected fault-tolerant item based on the actual part consumption performance. The reliability of the mission and the reliability of the system are calculated. In order to confirm the usability of the constructed ontology-based logistics situation management system, the proposed system through the Technology Acceptance Model (TAM), which is a representative model for measuring the acceptability of the technology, is more useful and convenient than the existing system.

Rotifer 대량 배양에 적합한 계절별 미세조류 개발

  • 배진희;민병희;허성범
    • Proceedings of the Korean Aquaculture Society Conference
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    • 2003.10a
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    • pp.90-91
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    • 2003
  • 어류 등의 종묘 생산시 초기 먹이로 이용되는 rotifer의 배양에 주로 해수산 Chlorella가 많이 이용되어 왔으나, 해수산 Chlorella는 수온 30℃이상 이거나, 10℃ 이하 일 때는 그 성장 상태가 극히 불안정하다. 따라서 부경대학교 한국 해양미세조류은행에서 보유하고 있는 국내외 Chlorella 종류 130종 중에서 채집 해역, 크기 등을 고려하여 해수산 Chlorella 5종, 해수산 Nannochloris 5종, 기수산과 담수산 Chlorella 각각 3종, 총 16종을 선택하여, 계절별 rotifer 배양에 적합한 Chlorella를 개발하고자 하였다. 먼저, 5종의 해수산 Chlorella를 수온 25℃, 염분 15‰과 30‰, 조도 5,000 lux 연속조명하에서 10일간 배양한 결과 15‰에서는 C-23 Chlorella vulgaris (감천), C-12 Chlorella vulgaris(낙동), C-20 Chlorella ellipsoidea(일본) 의 S.G.R. 이 각각 0.6621, 06353과 0.6251로 높게 나타났으며, 30‰에서는 C-23 이 13,146×10⁴cells/㎖로 가장 높은 세포 밀도를 보였다. 다음으로 5종의 해수산 Nannochloris를 동일한 조건에서 7일간 배양한 결과, 15와 30‰ 모두에서 C-31 Wannochloris oculata(UTEX), C-87 Nannochloris sp.(득량만) 와 C-189 Nannochloris sp.(부안) 의 S.G.R.이 0.9504∼0.9734로서 높은 성장률을 나타내었고, C-31은 30‰에서 11,229×10⁴cells/㎖의 높은 세포 밀도를 보였다. 그리고, 3종의 기수산 Chlorella는 25℃, 5,000 lux 연속조명, 염분 0, 15, 30‰에서, 담수산 3종은 동일한 수온과 조도에서 0, 15‰에서 각각 7일간 배양한 결과, 기수산에서는 S.G.R.이 0.6915∼0.8601로 나타났다. 특히, EC-001 Chlorella vulgaris(화진포)가 15와 30‰에서 각각 6491×10⁴cells/㎖, 6166×10⁴cells/㎖로 가장 높은 세포 밀도를 보였으며, 3종의 담수산 Chlorella는 0‰에서 S.G.R.이 0.6215∼0.6596의 성장률로 FC-001 이 2454×10⁴cells/㎖로 높은 밀도를 보였으나, 15‰에서는 모두 접종후 세포수가 감소하였다. 따라서 담수산 Chlorella는 rotifer의 적정 배양 염분인 15‰에서는 성장이 저조한 것으로 판단되어 제외하였다. 위의 배양 실험에서 각각 성장이 우수한 7종(C-12, C-20, C-23, C-31, C-87, C-189, EC-001)을 선정하여 다시 25℃, 15‰, 5,000 lux 연속 조명하에서 동시에 배양한 결과 해수산에서는 C-12, C-20, C-31, C-87 및 C-189의 S.G.R.이 0.8170∼0.8752로 높았으나, C-23은 0.7868로 낮게 나타났으며, EC-001은 0.7807로서 해수산에 비해서는 다소 낮았다. 한편, 이들 7종의 일반 성분을 분석한 결과에서는 조단백질은 C-31, C-12이 각각 42.93%, 42.7%였으며, 조지방 함량은 C-12 2.64%, C-31 2.58% 및 EC-001 2.43%로 나타났다. 위의 결과에서 C-23을 제외한 6종을 대상으로 성장과 영양성분이 높은 6종(C-12, C-20, C-31, C-87, C-189, EC-001)을 선택하여, 고수온기에 해당하는 32℃와 30℃, 저수온기인 10℃에서 각 종의 성장을 측정한 결과 32℃에서는 C-87과 C-189의 세포수가 6475×10⁴cells/㎖와 5932×10⁴cells/㎖로 가장 높았으며, 30℃에서는 C-31과 C-87이 각각 7951×10⁴cells/㎖와 7775×10⁴cells/㎖로 높게 나타났다. 반면 10℃에서 배양한 결과 EC-001이 3316×10⁴cells/㎖ 로 다른 종들의 107∼986×10⁴cells/㎖에 비하여 월등히 높은 세포 밀도를 나타내었다. 이들 6종의 미세조류를 L-type rotifer, Brachionus plicatilis에 먹이로 공급한 결과 C-12에서 5일째 300개체/㎖로 가장 높은 개체수를 나타내었다. 이와 같은 결과를 종합할 때 rotifer의 먹이로서는 여름철 고수온기에는 C-87 Nannochloris sp. (득량만)과 C-189 Nannochloris sp.(부안)이, 저수온기에는 기수산인 EC-001 Chlorella vulgaris(화진포)가 적당하며, 봄, 가을의 다른 계절에는 C-12 Chlorella vulgaris(낙동)이 가장 효과적일 것으로 판단되어진다.

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A Study on the Profitability Enhancement of SI Business in Public and Finance Sector (공공(公共)/금융분야(金融分野) SI사업(事業)의 수익성(收益性) 향상(向上) 방안(方案)에 관한 연구(硏究))

  • Joo, Jeong-Soo;Jahng, Jung-Joo;Cho, Hurn-Jin
    • Information Systems Review
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    • v.12 no.1
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    • pp.165-188
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    • 2010
  • Recently public and finance SI (system integration) industry is called as 4D (difficult, dangerous, dirty, dreamless) industry because of low profit, overtime works and poor motivation of employees. Even some people think at SI industry to be a labor intensive industry instead of a high technology industry. The current study considers outside environmental change of SI industry as well as inside capability enhancement of SI companies. The study adopted action research method with the author's expertise and experiences as a head of a major SI company in Korea. The current research framework suggests 5 areas of profitability enhancement that offers propositions and implications. 5 areas of profitability enhancement are (1) policy improvement, (2) business portfolio innovation (3) sales capability reinforcement, (4) delivery capability reinforcement, and (5) cost management innovation. The five areas include 11 propositional factors and 21 implementation plans which were chosen from the profitability perspectives of SI companies.In order to successfully execute propositions and implementation plans of the framework, 3 years is needed and after 3 years profitability are expected to increase 10% higher than the current level. The framework, propositions and suggestions in this study are expected to offer a real contribution for SI companies that want to enhance competitiveness and profitability. Future extension of the current study to benchmarking the competitiveness and profitability between local companies and global companieswill bring a solid attention from industry and academics.

The Limnological Survey of Major Lakes in Korea (4): Lake Juam (국내 주요 호수의 육수학적 조사(4) : 주암호)

  • Kim, Bom-Chul;Heo, Woo-Myung;Lim, Byung-Jin;Hwang, Gil-Son;Choi, Kwang-Soon;Choi, Jong-Soo;Park, Ju-Hyun
    • Korean Journal of Ecology and Environment
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    • v.34 no.1 s.93
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    • pp.30-44
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    • 2001
  • In this study limnological characteristics of Lake Juam was surveyed from June 1993 to May 1994 in order to provides important information regarding water resources. Secchi disc transparency, epilimnetic chlorophyll a (chi-a), total nitrogen (TN), total phosphorus (TP) concentration and primary productivity were in the range of $2.0{\sim}4.5\;m$, $0.9{\sim}13.6\;mgChl/m^3$, 0.78$\{sim}$2.32 mgN/l, $11{\sim}56\;mgP/m^3$, $270{\sim}2.160\;mgCm^{-2}\;day^{-1}$, respectively. On the basis of TP, Chl-a and Secchi disc depth, the trophic state of Lake Juam can be classied as mesotrophic lake. The phosphorus inputs from non-point sources are concentrated in heavy rain episodes during the monsoon season. As a result, phosphorus concentration are higher in summer than in winter. TP loading from the watershed were estimated to be $0.9\;gPm^{-2}yr^{-1}$, which correspond to a boundary of the critical loading ($1.0\;gPm^{-2}yr^{-1}$) for eutrophication. From the results of the algal assay, both phosphous and nitrogen act as limiting nutrients in algal growth. The seasonal succession of phytoplankton community structure in Lake Juam was similar to that observed in other temperate lakes. Diatoms (Asterionella formosa and Aulacoseira granulate var. angustissima)fujacofeira BraHuJafa uar. aHgusHrsiaia) weredominant in spring and winter, cyanobacteria) were dominant in warm season. The organic carbon, nitrogen and phosphorus content of lake sediment were $9.5{\sim}14.0\;mgC/g$, $1.01{\sim}1.82\;mgN/g$ and $0.51{\sim}0.65\;mgP/g$, respectively. The allochthonous organic carbon loading from the watershed and autochthonous organic carbon loading by primary production of phytoplankton were determined to be 1,122 tC/yr and 6,718 tC/yr, respectively. To prevent eutrophication of Lake Juam, nutrient management of watershed should be focus on reduction of fertilizer application, proper treatment of manure, and conservation of topsoil as well as point source.

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Division of Soil Properties in Reclaimed Land of the Mangyeong and Dongjin River Basin and Their Agricultural Engineering Management (만경강과 동진강 유역 간척농경지 토양특성 구분과 농공학적 관리 대책)

  • Hwang, Seon-Woong;Kang, Jong-Gook;Lee, Kyung-Do;Lee, Kyung-Bo;Park, Ki-Hun;Chung, Doug-Young
    • Korean Journal of Soil Science and Fertilizer
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    • v.45 no.3
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    • pp.444-450
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    • 2012
  • The physical and chemical properties of soil in the Mangyeong and Dongjin river basin had been investigated in order to establish the most optimum soil improvement plan on the reclaimed land. The total soil area by reclamation in Saemangeum basin is 113,971 ha. The classification by the distribution of soil series and soil texture is as following. 13 soil series including Chonnam, Buyong and Chonbuk series are period-unknown areas. Regarding the soil texture, they are fine silty ~ clayey very fine. From 1920s to 1960s, Mangyeong, Gwanghwal and Chonbuk series had coarse silty textured soil. After the 1970s, Mangyeong, Gwanghwal, Munpo, Yeompo, Poseung, Gapo and Hasa series have more sandy soil ~ moderately coarse loamy textured soil. Regarding the chemical properties, the concentrations of EC, Exch. $K^+$, $Mg^{2+}$, $Na^+$ and pH are high regardless of the time of reclamation. On the other hand, organic matter (OM) of top soil were 3.3~16.1 g $kg^{-1}$. The organic matter contents were very low though the soil had been farmed for a long time. Furthermore, the deep soil had almost no organic matter with 5.6~1.1 g $kg^{-1}$. The reason is believed that there had not been any movement of OM and clay because pressure or induced pans had been formed by large agricultural machineries and poor vertical drain. Regarding the forming of illuvial horizon (B layer) which tells the development extent of soil, only in the Hwapo reclaimed area where rice had been cultivated for past 90 years, Fe and Mn from top soil are deposited at underground 20~30 cm with 7~8 cm thickness by the movement of clay. It is believed that it had been possible because the earthiness is silty clay loam soil with relatively high content of clay. The soils are soil with concern of damage from sea water, soil on flimsy ground and sandy soil. Therefore, soil improvement for stable crop production can be expected; if the water table would be lowered by subsurface drainage, the water permeability would be enhanced by gypsum and organic matter, and the sandy soil would be replaced by red soil with high content of clay.

An exploratory study on Social Network Services in the context of Web 2.0 period (웹 2.0 시대의 SNS(Social Network Service)에 관한 고찰)

  • Lee, Seok-Yong;Jung, Lee-Sang
    • Management & Information Systems Review
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    • v.29 no.4
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    • pp.143-167
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    • 2010
  • Diverse research topics relating to Social Network Services (SNS) such as, social affective factors in relationships among internet users, social capital value of SNS, comparing attributes why users are intending to participate in SNS, user's lifestyle and their preferences, and the exploratory seeking potential of SNS as a social capital need to be focused on. However, these researches that have been undertaken only consider facts at a particular period of the changing computing environment. In accordance with this indispensability, the integrated view on what technical, social and business characteristics and attributes need to be acknowledged. The purpose of this study is to analyze the evolving attributes and characteristics of SNS from Web 1.0 to Mobile web 2.0 through the Web 2.0 and Mobile 1.0 period. Based on the relevant literature, the attributes that drive the changing technological, social and business aspects of SNS have been developed and analyzed. This exploratory study analyzed major attributes and relationships between SNS and users by changing the paradigms which represented each period. It classified and chronicled each period by representing paradigms and deducted the attributes by considering three aspects such as technological, social and business administration. The major findings of this study are, firstly, the web based computing environment has been changed into the platform attribute for users in the aspect of technology. Users can only read, listen and view information through the web site in the early stages, but now it is possible that users can create, modify and distribute all kinds of information. Secondly, the few knowledge producers of web services have been changed into a collective intelligence by groups of people in the aspect of society. Information authority has been distributed and there is no limit to its spread. Many businesses recognized the potential of the SNS and they are considering how to utilize these advantages toward channel of promotion and marketing. Thirdly, the conventional marketing channel has been changed into oral transmission by using SNS. The market of innovative mobile technology such as smart phones, which provide convenience and access-ability toward customers, has been enlarged. New opportunities to build friendly relationship between business and customers as a new marketing chance have been created. Finally, the role of the consumer has been changed into the leading role of a prosumer. Users can create, modify and distribute information, and are performing the dual role of customer and producer.

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Effects of Elevated CO2 Concentration and Increased Temperature on the Growth of Gastrodia elata Blume, Parasitic Medicinal Plant (CO2 농도와 온도 변화가 기생 약초인 천마의 생육반응에 미치는 영향)

  • Cho, Kyu-Tae;Lee, Soo-In;Jang, Rae-Ha;Park, Jae-Hoon;You, Young-Han
    • Korean Journal of Environment and Ecology
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    • v.31 no.6
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    • pp.557-563
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    • 2017
  • Gastrodia elata (Orchidaceae) is a perennial parasitic plant that has a unique lifestyle of being in a symbiotic interaction with fungi. The underground root of Gastrodia is used for medicinal treatment to cure high blood pressure, stroke, leukemia, headaches, and especially neurasthenia. This study is intended to investigate the effect of the global warming on the ecological responses of Gastrodia. We cultivated the small tuber of Gastrodia with the oak wood lot and mulberry fungus under control (ambient $CO_2$ concentration + ambient temperature, ACAT), temperature treatment (ambient $CO_2$ concentration+elevated temperature, ACET), and $CO_2$+temperature treatment (elevated $CO_2$ concentration+elevated temperature, ECET). The elevated $CO_2$ concentration was about twice in the ambient air while the elevated temperature was about $2^{\circ}C$ higher than the control group. And then we observed the growth and production of reproductive organs and the underground root. The observation showed that the number of flower stalk was highest at ACET and lowest at ECET. The flower stalk was longest at ACET and shortest at ECET. The inflorescence was longest at ACAT and shortest at ECET. The seed capsule was heaviest at ACET and lightest at ECET. The aboveground biomass was highest at ACET and lowest at ECET. The number of rhizomes was highest at ACET and lowest at ECET. The total rhizome biomass was highest at ACET and lowest at ECET. The average rhizome biomass was highest at ACET and lowest at ECET. The results showed that the growth of Gastrodia increased because of more active growth of Gastrodia elata when only the temperature increased and decreased when both $CO_2$ concentration and temperature increased, indicating the poor growth of Gastrodia elata under the global warming condition. Therefore, the Gastrodia elata plantation should be maintained at the temperature of $20-25^{\circ}C$ and not be exposed to a high $CO_2$ concentration.

Effects of complex extracts having Drynariae Rhizoma on suppression of collagenolysis and bone resorption in mouse calvarial osteoblasts (골쇄보(骨碎補) 복합제제가 생쥐의 calvarial osteoblast에서 collagen 용해와 골재흡수에 미치는 영향)

  • Hong, Shi-Nae;Jeong, Ji-Cheon
    • The Journal of Dong Guk Oriental Medicine
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    • v.9
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    • pp.179-191
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    • 2000
  • Anti-bone resorption properties of the Korean herbal medicine, CEDR, which is comprised 5 herbs of [Drynariae Rhizoma, Loranthi Ramus, Cibotii Rhizoma, Amydae carapax, Psoraleae semen], were investigated. Mouse calvarial osteoblast cells were isolated and cultured. Mouse osteoblasts, which were stimulated by PTH, $1,25(OH)_2D_3$, $TNF-\alpha$ and IL-1 as bone resorption agents, showed increased collagenolysis by producing the active gelatinase. IL-1 in stimulating bone resorption was examined using fetal mouse long bone organ culture. IL-1 stimulated bone resorption and produced marked resorption when present simultaneously. The results of in vitro cytotoxicities showed that CEDR extracts have no any cytotoxicities in concentrations of $1-60{\mu}g/ml$ and furthermore there is no any cytotoxicity even in concentration of $120{\mu}g/ml$ on mouse calvarial bone cells. CEDR extracts had protective activity against PTH (5 units/ml, or $IL-1{\alpha}$ (1 ng/ml) or $TNF-\alpha$ or $1,25(OH)_2D_3$ (20 ng/ml), $IL-1{\alpha}$ and $IL-1{\beta}-induced$ collagenolysis in the mouse calvarial cells. Pretreatment of the CEDR extracts for 1 h, which by itself had little effect on cell survival, did not enhance the collagenolysis, nor significantly reduced the collagenolysis by pretreatment. Furthermore, the medicinal extracts were shown to have the protective effects against collagenolysis induced by $IL-1{\alpha}$ and $IL-1{\beta}$. Pretreatment of the extracts for 1 h significantly reduced the collagenolysis. Interestingly, the CEDR extracts were shown to have the inhibiting effects against gelatinase enzyme and processing activity induced by the bone resorption agents of PTH, $1,25(OH)_2D_3$, $TNF-\alpha$, $IL-1{\beta}$ and $IL-1{\alpha}$ with strong protective effect in pretreatment with the extracts. CEDR extracts were shown to have the inhibiting effects against $IL-1{\alpha}-$ and $IL-1{\beta}-stimulated$ bone resorption and the effect of the pretreatment with a various concentrations of the medicinal extracts were significant. These results indicated that the CEDR extracts are highly stable and applicable to clinical uses in osteoporosis.

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Studies on the Use of Radioisotope Tracer Techniques to Investigate and Improve the Root Activities in Rice Plant(I) - Effect of Water Control in Soil of the Paddy Field Lacking in the Special Mineral Nutritions - (방사성(放射性) 동위체도입(同位體導入)과 그 추적기술(追跡技術)에 의(依)한 수도근계(水稻根系) 활성상(活性相)의 해명(解明)과 개선(改善)에 관(關)한 연구(硏究) - 특수성분(特殊成分) 결핍(缺乏) 답토양(沓土壤)에서의 용수조절(用水調節) 효과(效果)에 대(對)하여-(제1보)(第1報) -)

  • Ahn, Hak-Soo;Chung, Hee-Don;Kim, Kyu-Won;Shim, Sang-Chil
    • Applied Biological Chemistry
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    • v.15 no.1
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    • pp.77-84
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    • 1972
  • A field experiment was conducted to determine the factors responsible in limiting nutrient up take and root activity in low productive paddy fold. Radiosotope of phosphorus-32 was used as a tracer. Results of the study were as follows: 1. On yield components responsible for increase yield indicated that number of ears per panicle and ripening ratio were closely related to increase yield. 2. Root volume or root feeding area has significant influence in increasing rice yield. 3. Root volume indicative of root activity and nutrient uptake can be effected by reasonable water control. 4. The combined application of calcium, silica, and magnesium(as a fused magnesium phosphate. the Kyun-gi Chemical Co. products.) with water control, although under conditions of large amount application of nitrogen, was found to be increased the maturing rate. 5. In the plots of water control, the number of roots per one volume were less than that of the continuous flooding plots, but the weight per root was heavier than the flooding plot ones. 6. Improvement of the present native culture method could effectively increase paddy rice yield.

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Basic Research for Constituting the South Korean Society's Cultural Capital Topographic Map :Based on Culture and Art Activities and Music Genre (한국의 문화자본 지형도 구성을 위한 척도개발 기초연구: 문화예술 활동과 음악선호를 중심으로)

  • Choi, Set-Byol;Lee, Myoung-Jin
    • Survey Research
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    • v.13 no.1
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    • pp.61-87
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    • 2012
  • This research is a part of a fundamental research to form the topographic map of the South Korean society's cultural capital, based on large scale research data. Its purpose is to suggest suitable questions for today's Korean society as well as to compare with previous data accumulated from other nations. For this, this research is to establish theoretical background through critical study on the extensive literature on domestic and foreign cultural capital and collect measures, questionnaires, and data used in important literature and surveys. Based on this, the major domains and levels that should be dealt in the questionnaire were chosen, literature review was conducted for each field; experts were investigated in order to develop questions more suitable for the Korean society considering each domain and level, and qualitative research on the subjects were conducted. This research as seen through the above processes, music genres and culture activities were chosen as major domains, "high/popular" level and "consumption/production" level were chosen as items, and specific items were composed considering Korea's distinct characteristics. Each of these items combine and complement the three aspects of measuring cultural capital(preference, participation, perception), which have been used incoherently in previous researches in measuring the level of possession in cultural capital. This led to developing questions such as the level of liking each item(preference), the level of participating in each item(participation), the level of luxuriousness in each item(perception), and the level of stylishness in each item(perception). This research holds significance in that it critically examines the vast amount of questionnaires used in the past for cultural capital research, provides a large framework to find Korean cultural capital by adding items considering Korea's distinct characteristics, and provides groundwork to fill in the non-Western gap in the discussion of cultural capital, which has been based on the West.

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