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The Development and Application of Biotop Value Assessment Tool(B-VAT) Based on GIS to Measure Landscape Value of Biotop (GIS 기반 비오톱 경관가치 평가도구(B-VAT)의 개발 및 적용)

  • Cho, Hyun-Ju;Ra, Jung-Hwa;Kwon, Oh-Sung
    • Journal of Korean Society of Rural Planning
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    • v.18 no.4
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    • pp.13-26
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    • 2012
  • The purpose of this study is to select the study area, which will be formed into Daegu Science Park as an national industrial complex, and to assess the landscape value based on biotop classification with different polygon forms, and to develop and computerize Biotop Value Assessment Tool (B-VAT) based on GIS. The result is as follows. First, according to the result of biotop classification based on an advanced analysis on preliminary data, a field study, and a literature review, total 13 biotop groups such as forrest biotop groups and total 63 biotop types were classified. Second, based on the advanced research on landscape value assessment model of biotop, we development biotop value assessment tool by using visual basic programming language on the ArcGIS. The first application result with B-VAT showed that the first grade was classified into 19 types including riverside forest(BE), the second grade 12 types including artificial plantation(ED), and the third class, the fourth grade, and the fifth grade 12 types, 2 types, and 18 types respectively. Also, according to the second evaluation result with above results, we divided a total number of 31 areas and 34 areas, which had special meaning for landscape conservation(1a, 1b) and which had meaning for landscape conservation(2a, 2b, 2c). As such, biotop type classification and an landscape value evaluation, both of which were suggested from the result of the study, will help to scientifically understand a landscape value for a target land before undertaking reckless development. And it will serve to provide important preliminary data aimed to overcome damaged landscape due to developed and to manage a landscape planning in the future. In particular, we expect that B-VAT based on GIS will help overcome the limitations of applicability for of current value evaluation models, which are based on complicated algorithms, and will be a great contribution to an increase in convenience and popularity. In addition, this will save time and improve the accuracy for hand-counting. However, this study limited to aesthetic-visual part in biotop assessment. Therefore, it is certain that in the future research comprehensive assessment should be conducted with conservation and recreation view.

A Study on Robust and Precise Position Control of PMSM under Disturbance Variation (외란의 변화가 있는 PMSM의 강인하고 정밀한 위치 제어에 대한 연구)

  • Lee, Ik-Sun;Yeo, Won-Seok;Jung, Sung-Chul;Park, Keon-Ho;Ko, Jong-Sun
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.67 no.11
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    • pp.1423-1433
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    • 2018
  • Recently, a permanent magnet synchronous motor of middle and small-capacity has high torque, high precision control and acceleration / deceleration characteristics. But existing control has several problems that include unpredictable disturbances and parameter changes in the high accuracy and rigidity control industry or nonlinear dynamic characteristics not considered in the driving part. In addition, in the drive method for the control of low-vibration and high-precision, the process of connecting the permanent magnet synchronous motor and the load may cause the response characteristic of the system to become very unstable, to cause vibration, and to overload the system. In order to solve these problems, various studies such as adaptive control, optimal control, robust control and artificial neural network have been actively conducted. In this paper, an incremental encoder of the permanent magnet synchronous motor is used to detect the position of the rotor. And the position of the detected rotor is used for low vibration and high precision position control. As the controller, we propose augmented state feedback control with a speed observer and first order deadbeat disturbance observer. The augmented state feedback controller performs control that the position of the rotor reaches the reference position quickly and precisely. The addition of the speed observer to this augmented state feedback controller compensates for the drop in speed response characteristics by using the previously calculated speed value for the control. The first order deadbeat disturbance observer performs control to reduce the vibration of the motor by compensating for the vibrating component or disturbance that the mechanism has. Since the deadbeat disturbance observer has a characteristic of being vulnerable to noise, it is supplemented by moving average filter method to reduce the influence of the noise. Thus, the new controller with the first order deadbeat disturbance observer can perform more robustness and precise the position control for the influence of large inertial load and natural frequency. The simulation stability and efficiency has been obtained through C language and Matlab Simulink. In addition, the experiment of actual 2.5[kW] permanent magnet synchronous motor was verified.

Parameter Optimization and Automation of the FLEXPART Lagrangian Particle Dispersion Model for Atmospheric Back-trajectory Analysis (공기괴 역궤적 분석을 위한 FLEXPART Lagrangian Particle Dispersion 모델의 최적화 및 자동화)

  • Kim, Jooil;Park, Sunyoung;Park, Mi-Kyung;Li, Shanlan;Kim, Jae-Yeon;Jo, Chun Ok;Kim, Ji-Yoon;Kim, Kyung-Ryul
    • Atmosphere
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    • v.23 no.1
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    • pp.93-102
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    • 2013
  • Atmospheric transport pathway of an air mass is an important constraint controlling the chemical properties of the air mass observed at a designated location. Such information could be utilized for understanding observed temporal variabilities in atmospheric concentrations of long-lived chemical compounds, of which sinks and/or sources are related particularly with natural and/or anthropogenic processes in the surface, and as well as for performing inversions to constrain the fluxes of such compounds. The Lagrangian particle dispersion model FLEXPART provides a useful tool for estimating detailed particle dispersion during atmospheric transport, a significant improvement over traditional "single-line" trajectory models that have been widely used. However, those without a modeling background seeking to create simple back-trajectory maps may find it challenging to optimize FLEXPART for their needs. In this study, we explain how to set up, operate, and optimize FLEXPART for back-trajectory analysis, and also provide automatization programs based on the open-source R language. Discussions include setting up an "AVAILABLE" file (directory of input meteorological fields stored on the computer), creating C-shell scripts for initiating FLEXPART runs and storing the output in directories designated by date, as wells as processing the FLEXPART output to create figures for a back-trajectory "footprint" (potential emission sensitivity within the boundary layer). Step by step instructions are explained for an example case of calculating back trajectories derived for Anmyeon-do, Korea for January 2011. One application is also demonstrated in interpreting observed variabilities in atmospheric $CO_2$ concentration at Anmyeon-do during this period. Back-trajectory modeling information introduced in this study should facilitate the creation and automation of most common back-trajectory calculation needs in atmospheric research.

Fast and Efficient Implementation of Neural Networks using CUDA and OpenMP (CUDA와 OPenMP를 이용한 빠르고 효율적인 신경망 구현)

  • Park, An-Jin;Jang, Hong-Hoon;Jung, Kee-Chul
    • Journal of KIISE:Software and Applications
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    • v.36 no.4
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    • pp.253-260
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    • 2009
  • Many algorithms for computer vision and pattern recognition have recently been implemented on GPU (graphic processing unit) for faster computational times. However, the implementation has two problems. First, the programmer should master the fundamentals of the graphics shading languages that require the prior knowledge on computer graphics. Second, in a job that needs much cooperation between CPU and GPU, which is usual in image processing and pattern recognition contrary to the graphic area, CPU should generate raw feature data for GPU processing as much as possible to effectively utilize GPU performance. This paper proposes more quick and efficient implementation of neural networks on both GPU and multi-core CPU. We use CUDA (compute unified device architecture) that can be easily programmed due to its simple C language-like style instead of GPU to solve the first problem. Moreover, OpenMP (Open Multi-Processing) is used to concurrently process multiple data with single instruction on multi-core CPU, which results in effectively utilizing the memories of GPU. In the experiments, we implemented neural networks-based text extraction system using the proposed architecture, and the computational times showed about 15 times faster than implementation on only GPU without OpenMP.

A New Demosaicking Algorithm for Honeycomb CFA CCD by Utilizing Color Filter Characteristics (Honeycomb CFA 구조를 갖는 CCD 이미지센서의 필터특성을 고려한 디모자이킹 알고리즘의 개발 및 검증)

  • Seo, Joo-Hyun;Jeong, Yong-Jin
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.48 no.3
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    • pp.62-70
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    • 2011
  • Nowadays image sensor is an essential component in many multimedia devices, and it is covered by a color filter array to filter out specific color components at each pixel. We need a certain algorithm to combine those color components reconstructed a full color image from incomplete color samples output from an image sensor, which is called a demosaicking process. Most existing demosaicking algorithms are developed for ideal image sensors, but they do not work well for the practical cases because of dissimilar characteristics of each sensor. In this paper, we propose a new demosaicking algorithm in which the color filter characteristics are fully utilized to generate a good image. To demonstrate significance of our algorithm, we used a commerically available sensor, CBN385B, which is a sort of Honeycomb-style CFA(Color Filter Array) CCD image sensor. As a performance metric of the algorithm, PSNR(Peak Signal to Noise Ratio) and RGB distribution of the output image are used. We first implemented our algorithm in C-language for simulation on various input images. As a result, we could obtain much enhanced images whose PSNR was improved by 4~8 dB compared to the commonly idealized approaches, and we also could remove the inclined red property which was an unique characteristics of the image sensor(CBN385B).Then we implemented it in hardware to overcome its problem of computational complexity which made it operate slow in software. The hardware was verified on Spartan-3E FPGA(Field Programable Gate Array) to give almost the same performance as software, but in much faster execution time. The total logic gate count is 45K, and it handles 25 image frmaes per second.

An Effect of the Constructivist Discussion on Learning Attitude in Mathematics and Children's Mathematics Achievement (구성주의적 토의식 학습이 수학에 대한 태도 및 학업성취도에 미치는 영향)

  • Hwang, Hye-Jin;Hwang, Hang-Kyun
    • Education of Primary School Mathematics
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    • v.11 no.1
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    • pp.59-74
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    • 2008
  • Mathematical knowledge is not exact definition but the supposition. Considering the nature of mathematics, realization of mathematics teaching which pursues critical thinking and rationality would be our problems. Accordingly, I set the subject of this study whether learning of constructivist discussion, which induces reflective thinking through communicating with others by expression with language of mathematical thinking in discussion, is effective against attitude on Mathematics and Mathematics achievement and study themes are as follows; A. Is learning of constructivist discussion effective against attitude on Mathematics? A-1. Is there any difference of self-conception on the subject between experimental group applied to learning of constructivist discussion and comparative group? A-2. Is there any difference of attitude on the subject between experimental group applied to learning of constructivist discussion and comparative group? A-3. Is there any difference of learning habits on the subject between experimental group applied to learning of constructivist discussion and comparative group? B. Is learning of constructivist discussion effective against mathematics achievement? The objects of study are 30 children of one class in the third grade of elementary school in Seoul for experimental group, and another one class with 30 children is comparative group. Study results and conclusion based on those results are as follows; First, students make reflective thinking through communication each other, therefore, instructor should create discussion environment for communication to express and form their mathematical thinking. Next, adaptability in student's mathematics activities and mathematical ideas should be permissible, and those should become divergent thinking. However, this study analyzed comparative results from only two each class having enrollment of thirty in the third grade. Accordingly, results from students in various grades and environment that are required to get more significant conclusion statistically.

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Development and Validation of the Letter-unit based Korean Sentimental Analysis Model Using Convolution Neural Network (회선 신경망을 활용한 자모 단위 한국형 감성 분석 모델 개발 및 검증)

  • Sung, Wonkyung;An, Jaeyoung;Lee, Choong C.
    • The Journal of Society for e-Business Studies
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    • v.25 no.1
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    • pp.13-33
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    • 2020
  • This study proposes a Korean sentimental analysis algorithm that utilizes a letter-unit embedding and convolutional neural networks. Sentimental analysis is a natural language processing technique for subjective data analysis, such as a person's attitude, opinion, and propensity, as shown in the text. Recently, Korean sentimental analysis research has been steadily increased. However, it has failed to use a general-purpose sentimental dictionary and has built-up and used its own sentimental dictionary in each field. The problem with this phenomenon is that it does not conform to the characteristics of Korean. In this study, we have developed a model for analyzing emotions by producing syllable vectors based on the onset, peak, and coda, excluding morphology analysis during the emotional analysis procedure. As a result, we were able to minimize the problem of word learning and the problem of unregistered words, and the accuracy of the model was 88%. The model is less influenced by the unstructured nature of the input data and allows for polarized classification according to the context of the text. We hope that through this developed model will be easier for non-experts who wish to perform Korean sentimental analysis.

A study on realtime Job Scheduling for Portable Devices (포터블 기기의 실시간 처리를 위한 Job Scheduling에 관한 연구)

  • 장석우;박인규
    • Proceedings of the IEEK Conference
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    • 1999.11a
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    • pp.989-992
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    • 1999
  • Battery로 작동되고, 소형인 제품들도 다양한 기능은 물론이고, 다양한 입출력 장치를 갖추고, 실시간으로 처리하는 시스템이 많이 요구되고 있는 실정이며, 점차 더욱 더 요구될 것으로 전망된다. 더욱이 포터블 기기는 일반적으로 MCU의 내부에 제한된 ROM type 메모리를 내장하게 되면, 데이터 메모리로 SRAM 및 flash memory를 갗추고 있다. 따라서 이러한 제한된 하드웨어 환경하에서 많은 기능을 수행해야 하는 경우가 많다. 여러 기능을 시간적인 간격으로 배분하거나, 기능 자체를 서로 배분하면서, 서로 융합하는 등의 여러 가지 기능을 수행하려다보면, 당연히 메인 소프트웨어 구조가 복잡해지며 대부분 어셈블리나 C와 같은 linear한 구조를 가지는 language로 개발되기 때문에 효과적인 프로그램 구조를 세우기는 쉽지 않다. 본 논문에서는 이를 위해 좀더 규격화된 방법을 제시하고자 한다. 보다 구체적인 구조를 연구할 목적으로 다양한 테스크를 수행하여야 하는 시스템이면서 프로세서가 필요한 포터블 기기의 한 응용 제품인 MP3 Player 에서 요구되는 job scheduling을 연구한다. 필요한 작업의 종류는 가장 부하가 많이 걸리는 압축된 MP3 file을 다시 복원시켜주는 codec 부분과 일정 시간 간격을 가지고 수행하여야 하는 외부 키보드 입력과 실시간으로 시간을 계산하는 타이머 기능, 그리고 LCD에 시간의 변화를 표시하여 주어야한다. 이와같이 수시로 작업이 발생하지만 시간 점유율이 중간 정도인 LCD 컨트롤과 메모리 컨트롤 등이다. 프로세서의 속도를 최소한으로 줄이면서 스케줄링에 의해 시간 문제를 해결하는 방법을 제시하도록 한다. 이는 기초과학 수준이 높은 북방권 국가들의 과학자들이 주로 활용되고 있다는 점에서도 잘 알 수 있으며 우리의 과학기술 약점을 보완하는 원천으로써 외국인 연구 인력이 대안이 되고 있음을 시사한다. 본 연구에서는 한국 연구 조직에서 일하는 외국인 연구자들의 동기 및 성과에 영향을 미치는 많은 요인들을 확인할 수 있었다. 상관관계, 분산분석, 회귀분석 등을 통해 활용 성과에 미치는 영향 요인들을 도출하였다. 설문 분석을 통하여 동기 및 성과 사이에는 강한 상관관계가 존재하는 것을 확인할 수 있었으며 이는 전통적인 동기 이론들과 부합한다. 대부분의 변수가 동기 및 성과에 동시에 영향을 미치는 것으로 조사되었으며 그중에서도 조직 협력 문화, 외국인 연구자의 의사소통 및 협력성, 외국인 연구자의 연구 능력 관련 변수들 및 연구 프로젝트의 기술수명주기, 외국인 연구자의 기존 기술지식의 흡수 등이 가장 중요한 변수로 나타났다. 이는 우리가 주로 중국 및 러시아 과학자들을 활용하여 상업화하는 외국인 연구인력 활용 패턴과도 일치하는 결과이다. 즉 우호적인 조직문화를 가지고 있는 연구 조직에서, 이미 과학기술 지식을 많이 가지고 있고 연구 능력도 높은 외국인 과학기술자를, 한국에서 기술이 태동 또는 성장하고 있는 연구 분야에서 활용하는 것이 가장 성과가 좋다는 사실을 확인시켜 주고 있다. 국내에서 최초로 수행된 본 연구는 외국인 연구 인력의 활용 성과가 매우 높으며, 우리의 과학기술혁신시스템을 보완하는 유효한 수단으로써 외국인 연구 인력이 중요한 대안이 될 수 있음을 발견하였다. 외국인 연구 인력을 잘 활용하기 위하여 문제점 및 개선방안을 활용 환경, 연구 인력이 중요한 대안이 될 수

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A Study on the Structural Behavior of the Composite Slab with New-Shaped Deckplate (신형상 데크플레이트를 이용한 합성슬라브의 구조적인 거동에 대한 연구)

  • Huh, Choong;Moon, Tae Sup
    • Journal of Korean Society of Steel Construction
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    • v.9 no.3 s.32
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    • pp.341-350
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    • 1997
  • The objective of this study is to investigate the structural behavior of the composite slabs with the new metal deckplate. The new deckplate can be used as structural member with topping concrete. So several experiments of this structural test and the fire resistance test were done. From this experiments. slabs with new metal deckpklate were verified as composite slabs. In this paper, this verifications were compared with the international design methods. For experiment. 49 specimens were made. the main parameters are deckplate thickness (1.2mm. 1.6mm) depth of topping concrete(85mm. 90mm). support condition(simple, 2-span), shear reinforcment(studs), span(2.7m, 3.0m, 3.3m. 3.6m. 3.9m) and shear span(L/3, L/4, L/7). We analyzed the structural behavior of composite slab throughout the moment-curvature relationship which is obtained with the program using the computer language. Turbo C. From this development for slab system, the reinforced concrete or steel structure building may be easy, economical for construction, And informations about the structural behavior of composite slabs will be utilized to established korea standard.

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하수도 업무지원을 위한 하수도 관망해석 컴포넌트 설계에 관한 연구

  • Kim, Kye-Hyun;Lee, Woo-Chul;Kim, Jun-Chul
    • 한국공간정보시스템학회:학술대회논문집
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    • 2000.06a
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    • pp.181-186
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    • 2000
  • 국가지리정보체계사업을 시작으로 여러 응용분야에서 지리정보시스템을 구축하고 있으며, 특히 지자체에서는 도시정보화 차원에서 UIS(Urban Information System;도시정보시스템)를 구축하고 있다. 지자체의 업무들은 지자체의 상황에 따라 조금씩 차이를 보이지만 업무 단위로 따져 볼 때 공통적으로 수행되는 업무들이 많으며, 지리정보 관련 업무 또한 예외가 아니다. 지금까지 각 지자체의 도시정보시스템은 공통업무에 대하여 중복개발이 불가피 하였으며, 재사용성을 기대하기 어려웠다. 이런 비효율을 극복하는 방안으로 컴포넌트 기술이 대두되었으며, 컴포넌트 기술을 이용하여 업무변화에 유연하고 재활용을 극대화할 수 있는 업무 컴포넌트 개발이 필요한 시점이다. 본 논문은 지자체의 지리정보 관련 업무의 하나인 하수도 업무 중 하수배출용량 산정을 위한 하수도 관망해석 컴포넌트 설계를 제시하였다. 하수도 관망해석 컴포넌트는 하수배출용량을 산정하고, 하수 배출용량을 토대로 통수능이 부족한 하수관거를 추출하며, 통수능 부족 관거에 대하여 적정한 교체 관경 결정을 지원할 수 있도록 설계하였다 컴포넌트 설계과정은 표준업무를 지원할 수 있도록 업무분석을 수행하였으며, 이의 결과물로 하수도 관망해석 알고리즘을 도출하였으며, 알고리즘을 기반으로 하수도 관망해석 업무를 수행하는 하수도 관망해석 컴포넌트를 설계하고 설계 내용을 UML(Unified Modeling Language)로써 명세화 하였다. 현재 설계에 따라 하수도 관망해석 컴포넌트가 개발되고 있으며, 개발된 컴포넌트를 이용한 하수도 관망해석 시스템을 구축할 예정이다. 추후에는 하수도 관망해석 컴포넌트와 하수도 업무 컴포넌트와의 통합부분에 대한 연구가 진행되어야 할 것이다.7.0로 하고 표준(標準) EDTA 용액(溶液)을 소량(少量)넣고 8N-KOH로 pH $12{\sim}13$으로 하고 N-N 희석분말(稀釋粉末)을 지시약(指示藥) 으로써 표준(標準) EDTA 용액(溶液)으로 적정(滴定)하여 Ca 치(値)를 얻었다. Ca와 Mg의 합계결정치(合計決定値)와 Ca 적정치(滴定値) 차(差)로 Mg 치(値)를 얻었다. 음(陰) ion 구분(區分)으로부터 상법(常法)에 의하여 $MgNH_4PO_4$의 침전(沈澱)을 만들어서 HCl에 녹키고 일정량(一定量)의 표준(標準) EDTA 용액(溶液)을 넣어 pH 7.0로 한다음 완충액(緩衝液)으로 pH 10으로 하고 BT 지시약(指示藥)을 써서 표준(標準) Mg $SO_4$용액(溶液)으로 적정(滴定)하여 P 치(値)를 얻었다. 본법(本法)으로 Na-phytate를 분석(分析)한 결과(結果) Na-phytate의 분자식(分子式)을 $C_6H_6O_{24}P_6Mg_4CaNa_2{\cdot}5H_2O$라고 하였을 때의 이론치(理論値)에 비(比)하여 P가 98.9% Cark 97.1%, Mg가 99.1%이고 통계처리(統計處理)한 결과분석치(結果分析値)와 이론치(理論値)는 잘 일치(一致)된다. 그러나 종래법(從來法)에 의(依)한 분석치(分析値)는 이론치(理論値)에 비(比)하여 P가 92.40%, Cark 86.80%, Mg가 93.80%로서 이론치(理論値)와 일치(一致)하지 않는다. 3) Na-phytate를 전분(澱粉)과 일정(一定)한 비(比)로 혼합(混合)하고 본법(本法)으로 P,Ca 및 Mc를 정량(定量)한 결과(結果) 이들의 회수율(回收率)은 거의 100%이었다. 4) 본분석법

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