• 제목/요약/키워드: IT Assimilation

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낙동강 유역의 연안 해저지하수 유출특성에 관한 연구 (The Characteristics of Submarine Groundwater Discharge in the Coastal Area of Nakdong River Basin)

  • 김대선;정한철
    • 대한원격탐사학회지
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    • 제37권6_1호
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    • pp.1589-1597
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    • 2021
  • 연안지역의 해저지하수 유출(SGD)은 하천과 함께 영양염류와 미량금속 등을 해양으로 유입시키는 주요 수송로 역할로써 중요성이 대두되고 있다. 이에 우리나라 육상의 연안지역인 낙동강 대권역 유역에 대해 1986년부터 2020년까지 35개년의 월별 SGD를 추정하고 계절적 변화와 시공간적 특성을 분석하였다. SGD 산출지점인 낙동강 연안유역은 SRTM(Shuttle Radar Topography Mission) DEM(Digital Elevation Model) 자료를 이용하여 210개의 유역을 추출하였으며, 우리나라에 적용가능한 가장 높은 해상도의 전지구 모델인 FLDAS(Famine Early Warning Systems Network Land Data Assimilation System) 10 km recharge를 통해 추정한 낙동강 연안유역의 연평균 SGD는 466.7 m2/yr 로 나타났다. 낙동강 연안유역 SGD는 시계열적으로 큰 변동성은 없었으나 여름에 집중되던 SGD유출이 가을철로 주요유출 시기가 확대되는 경향을 보였다. 또한 공간적으로는 큰 수계와 인접한 연안지역에서 계절에 관계없이 SGD 유출이 많고 1980년대 이후로 시간적 변화에 따라 다소 증가하고 있는 경향을 확인하였다. 이러한 결과는 낙동강 지역의 강수패턴의 시기가 확대되며, 기저유량이 많은 지역의 집수량이 높은 데에 따른 것으로 사료된다. 본 연구는 우리나라의 SGD 특성을 탐구하기 위한 모델링 기법을 제시한 선행적 연구이며 우리나라 해저지하수 유출이 해양에 미치는 영향과 연안관리를 위한 기초자료로 활용성이 기대된다.

앙상블 기반 모델을 이용한 서울시 PM2.5 농도 예측 및 분석 (Prediction and Analysis of PM2.5 Concentration in Seoul Using Ensemble-based Model)

  • 류민지;손상훈;김진수
    • 대한원격탐사학회지
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    • 제38권6_1호
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    • pp.1191-1205
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    • 2022
  • 복잡하고 광범위한 원인을 가진 대기오염물질 중 particulate matter (PM)은 입자의 크기에 따라 분류된다. 그 중 PM2.5는 그 크기가 매우 작아 사람이 흡입하면 인간의 호흡기나 심혈관에 질병을 유발할 수 있다. 이러한 위험에 대비하기 위해서는 국가 중심의 관리와 사전에 예방할 수 있는 모니터링 및 예측이 중요하다. 본 연구는 고농도 미세먼지의 발생이 잦은 서울시의 PM2.5를 local data assimilation and prediction system (LDAPS) 기상 관련 인자 15가지와 aerosol optical depth (AOD), 화학인자 4가지를 독립변수로 하여 앙상블 모델 두 가지 random forest (RF)와 extreme gradient boosting (XGB)로 예측하고자 하였다. 예측에 사용된 두 모델의 성능 평가와 인자 중요도 평가를 수행하였으며, 계절별 모델 분석도 수행하였다. 예측 정확도 결과, RF가 R2 = 0.85, XGB가 R2 = 0.91의 높은 예측 정확도를 보이며 XGB가 RF보다 PM2.5 예측에 적합한 모델임을 확인하였다. 계절별 모델 분석 결과, 봄에 농도가 높은 관측 값과 비교하여 예측 수행이 잘 되었다고 할 수 있다. 본 연구는 다양한 인자를 이용하여 서울시의 PM2.5를 예측하였고, 좋은 성능을 보이는 앙상블 기반의 PM2.5 예측 모델을 구축하였다.

이동격자태풍모델을 이용한 2006년 태풍의 진로 및 강도 예측성능 평가 (Performance of MTM in 2006 Typhoon Forecast)

  • 김주혜;추교명;김백조;원성희;권혁조
    • 대기
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    • 제17권2호
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    • pp.207-216
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    • 2007
  • The Moving-nest Typhoon Model (MTM) was installed on the Korea Meteorological Administration (KMA)'s CRAY X1E in 2006 and started its test operation in August 2006 to provide track and intensity forecasts of tropical cyclones. In this study, feasibility of the MTM forecast is compared with the Global Data Assimilation and Prediction System (GDAPS) of the KMA and the operational typhoon forecast models in the Japan Meteorological Agency (JMA), from the sixth tropical cyclone to the twentieth in 2006. Forecast skills in terms of the storm position error of the two KMA models were comparable, but MTM showed a slightly better ability. While both GDAPS and MTM produced larger errors than JMA models in track forecast, the predicted intensity was much improved by MTM, making it comparable to the JMA's typhoon forecast model. It is believed that the Geophysical Fluid Dynamics Laboratory (GFDL) bogus initialization method in MTM improves the ability to forecast typhoon intensity.

Nitrate Metabolism Affected by Osmotic Stress and Nitrate Supply Level in Relation to Osmoregulation

  • Kim, Tae-Hwan
    • 한국초지조사료학회지
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    • 제20권2호
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    • pp.77-84
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    • 2000
  • Eight-week old perennial ryegrass (Lolium perenne L. cv. Reveille) plants were exposed to different NO3-concentrations or osmotic stress with NaCI. Previously labeled "N was chased during 14 days of non-labeled'NO3 feeding in order to investigate NO3 metabolism in relation to osmoregulation. The short termmeasurement of osmotic potential showed that the extemal concentration of Nos- had not great effect on theosmotic potential, but that osmotic adjustment was observed in NaCl-treated plants. Total uptake of NO 3 - waslargely increased by increasing supply level of NO3 while it was depressed by exposing to osmotic stress.Nitrate reduction increased to more than 29% by increasing extemal NO,- concentration from 1 mM to 10mM. When osmotically stressed with NaCI, nitrate reduction was depressed to about 37% as compared to thecontrol. The decrease in translocation of reduced N into leaves was also observed in NaCl exposed plants. Inthe medium exposed to 10 mM NO,., osmotic contribution of nitrate to cumulative osmotic potential wasdecreased, and it was osmotically compensated with soluble carbohydrate. When osmotically stressed withNaC1, the contribution of chloride was much higher than that of nitrate. The present data indicate that N03-in plant tissues, factually affected by the assimilation of this ion, plays an active role in osmotic regulation incorrelation with other osmotica such carbohydrate and chloride.(Key words : Nitrate metabolism, Osmotic stress, Nitrate supply level, Osmoregulation)ate supply level, Osmoregulation)

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The Sources and Directions of Technological Capability Accumulation in Korean Semiconductor industry

  • Rim, Myung-Hwan;Choung, Jae-Yong;Hwang, Hye-Ran
    • ETRI Journal
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    • 제20권1호
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    • pp.55-73
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    • 1998
  • In this paper we analyze the technological accumulation processes in the Korean semiconductor industry from the institutional approach. Institutional approach, which is closely connected with Neo-Schumpeterian tradition, has emerged as an alternative theoretical framework to neoclassical approach to understand the process of producing technological knowledge. Traditional wisdom of neoclassical approach revealed the limitation to explain the complex nature of knowledge creation and diffusion. US patent data are analyzed in terms of the increasing trend of numbers and its content to measure the rate and direction of technological capability accumulation. This analysis shows that semiconductor technologies are one of the fastest growing fields among Korean technological activities. Moreover, the analysis of patent content suggests that fabrication technologies are the most important area within the technological development of semiconductors, whilst circuit design and testing technologies are beginning to increase in significance. In addition, it is examined how private sectors and public institutions have contributed to generate technological capabilities, and the relationship between them has been changed during the development processes. It is found that Korean firms enhanced their technological capabilities from the learning and assimilation of imported technology to enhanced in-house R&D capabilities in the later stage. The support of public institution and government policy also played significant role to this successful transformation in conjunction with vigorous R&D investment of public sector.

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Energy Metabolism and Protein Utilization in Chicken- A Review

  • Kim, Ji-Hyuk
    • 한국가금학회지
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    • 제41권4호
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    • pp.313-322
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    • 2014
  • Evaluation of energy in the diet is very important in animal nutrition because food intake is strongly influenced by the energy content of the diet. This means that the intake of other nutrients, such as amino acids, is affected by their ratio to energy content. Poultry can control their energy intake over a range of energy: protein ratios. Energy: protein ratio also affects the growth and body composition. Therefore we need to know what extent the relationship between energy and dietary protein influences the bird's performance. To predict the energy value of the diet or its chemical constituents, researchers have been working on modelling using the equations of the major biochemical pathways in terms of ATP generation and utilization. The activity of feeding and the metabolism caused by digestion and assimilation of food increase the animal's heat production and it can be measured by calorimetry technique. Theoretically, surplus amino acids which are not needed for protein synthesis stimulate an additional increase in metabolic rate and lead to increased energetic costs of catabolism and excretion. However, it has sometimes been shown that there was no measurable diet-induced thermoregulatory effect when an imbalanced amino acid mixture was fed. All these aspects are discussed in this review.

인지적 구성주의에 근거한 의학교육의 발전 방향 (Cognitive Constructivism in the Development of Medical Education)

  • 천경희
    • 의학교육논단
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    • 제22권2호
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    • pp.77-84
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    • 2020
  • This study introduces cognitive constructivism in reference to its emergence in the development of medical education. The main concepts of cognitive constructivism as they relate to knowledge construction and the learner's process were described, and cognitive constructivism as a learning theory was examined in its capacity to help interpret the phenomenon of medical education. Piaget's theory of cognitive constructivism and Ausubel's meaningful learning theory were applied in an attempt to explore the role of students and educators, curriculum, and teaching and learning in medical education from a cognitive constructivist perspective. When faced with new information, learners compare it with the existing schema to understand, and in order to resolve conflicts caused by inconsistencies in the information, learners incorporate assimilation and accommodation to help maintain equilibration. Therefore, instructors must meaningfully connect new content to the learner's existing schema and make endless efforts to satisfy learners' intellectual curiosity. The basic premises of medical education content is a suitable subject of meaningful learning. A learner who already possesses well-structured knowledge is likely to experience meaningful learning and a richer intellectual experience. Therefore, it is necessary to organize the curriculum strategically and elaborately so that learners can have an improved and effective learning experience.

Production of Fine-resolution Agrometeorological Data Using Climate Model

  • Ahn, Joong-Bae;Shim, Kyo-Moon;Lee, Deog-Bae;Kang, Su-Chul;Hur, Jina
    • 한국농림기상학회:학술대회논문집
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    • 한국농림기상학회 2011년도 학술발표회
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    • pp.20-27
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    • 2011
  • A system for fine-resolution long-range weather forecast is introduced in this study. The system is basically consisted of a global-scale coupled general circulation model (CGCM) and Weather Research and Forecast (WRF) regional model. The system makes use of a data assimilation method in order to reduce the initial shock or drift that occurs at the beginning of coupling due to imbalance between model dynamics and observed initial condition. The long-range predictions are produced in the system based on a non-linear ensemble method. At the same time, the model bias are eliminated by estimating the difference between hindcast model climate and observation. In this research, the predictability of the forecast system is studied, and it is illustrated that the system can be effectively used for the high resolution long-term weather prediction. Also, using the system, fine-resolution climatological data has been produced with high degree of accuracy. It is proved that the production of agrometeorological variables that are not intensively observed are also possible.

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한국형모델의 항공기 관측 온도의 정적 편차 보정 연구 (A Study of Static Bias Correction for Temperature of Aircraft based Observations in the Korean Integrated Model)

  • 최다영;하지현;황윤정;강전호;이용희
    • 대기
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    • 제30권4호
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    • pp.319-333
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    • 2020
  • Aircraft observations constitute one of the major sources of temperature observations which provide three-dimensional information. But it is well known that the aircraft temperature data have warm bias against sonde observation data, and therefore, the correction of aircraft temperature bias is important to improve the model performance. In this study, the algorithm of the bias correction modified from operational KMA (Korea Meteorological Administration) global model is adopted in the preprocessing of aircraft observations, and the effect of the bias correction of aircraft temperature is investigated by conducting the two experiments. The assimilation with the bias correction showed better consistency in the analysis-forecast cycle in terms of the differences between observations (radiosonde and GPSRO (Global Positioning System Radio Occultation)) and 6h forecast. This resulted in an improved forecasting skill level of the mid-level temperature and geopotential height in terms of the root-mean-square error. It was noted that the benefits of the correction of aircraft temperature bias was the upper-level temperature in the midlatitudes, and this affected various parameters (winds, geopotential height) via the model dynamics.

다문화교육의 규범적 방향 모색 (A Study on Multi-cultural Education and Its Normative Orientation)

  • 강혜경
    • 가족자원경영과 정책
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    • 제14권4호
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    • pp.151-171
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    • 2010
  • Multi-culturalization in our society may be the cause of many problems, but if appropriately dealt with, diversity brought on by multi-culturalization could resolve chronic abuses in education and create a new culture, thereby contributing greatly to national development. The purpose of this study was to examine the current research on multi-cultural education and to provide a normative orientation to multi-cultural education. The literature research was conducted between March 2008 and September 2009. The followings are the findings of this study. First, the results reveal that the appropriate target of a multi-cultural society should not be assimilation, but rather, multi-culturalism. Multi-culturalism has greater adaptability, and the key lies in its respect for human rights, its strengthening of multi-cultural capacity, and its consideration for the minority by moving toward corporate multi-culturalism that aims for equality in results. Second, the first form of multi-cultural education emphasizes neutrality and argues that it is the best way to respect different cultures. This form of multi-cultural education emphasizes neutrality toward "sameness." In this context, sameness means equality of the rights of human beings. The other form of multi-cultural education emphasizes diversity and argues that it is the best way to respect different cultures. It focuses on the recognition of particularity. But it reveals its shortcomings when it excludes interaction not only between an individual and the culture, but also between the insider and outsider of the culture and its social institutions. Thus, multi-cultural education for mutual understanding is suggested. Third, it has been found that pure homogeneous nationalism must be destroyed, but nationalism needs to transform itself rather than be abolished in a globalized and multi-cultural society. Moreover, on behalf of pursuing open nationalism, the self-transformation of nationalism is advisable, in order to for it to overcome its antagonistic and exclusive nature.

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