• 제목/요약/키워드: Observation Research Data

검색결과 1,898건 처리시간 0.032초

강우자료 형태에 따른 인공신경망의 일유입량 예측 정확도 평가 (Influence of Rainfall observation Network on Daily Dam Inflow using Artificial Neural Networks)

  • 김석현;김계웅;황순호;박지훈;이재남;강문성
    • 한국농공학회논문집
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    • 제61권2호
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    • pp.63-74
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    • 2019
  • The objective of this study was to evaluate the influence of rainfall observation network on daily dam inflow using artificial neural networks(ANNs). Chungju Dam and Soyangriver Dam were selected for the study watershed. Rainfall and dam inflow data were collected as input data for construction of ANNs models. Five ANNs models, represented by Model 1 (In watershed, point rainfall), Model 2 (All in the Thiessen network, point rainfall), Model 3 (Out of watershed in the Thiessen network, point rainfall), Model 1-T (In watershed, area mean rainfall), Model 2-T (All in the Thiessen network, area mean rainfall), were adopted to evaluate the influence of rainfall observation network. As a result of the study, the models that used all station in the Thiessen network performed better than the models that used station only in the watershed or out of the watershed. The models that used point rainfall data performed better than the models that used area mean rainfall. Model 2 achieved the highest level of performance. The model performance for the ANNs model 2 in Chungju dam resulted in the $R^2$ value of 0.94, NSE of 0.94 $NSE_{ln}$ of 0.88 and PBIAS of -0.04 respectively. The model-2 predictions of Soyangriver Dam with the $R^2$ and NSE values greater than 0.94 were reasonably well agreed with the observations. The results of this study are expected to be used as a reference for rainfall data utilization in forecasting dam inflow using artificial neural networks.

Development of TPF Generation SIW for KOMPSAT-2 X-Band Antenna Motion Control

  • Kang C. H.;Park D. J.;Seo S. B.;Koo I. H.;Ahn S. I.;Kim E. K.
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2005년도 Proceedings of ISRS 2005
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    • pp.485-488
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    • 2005
  • The 2nd KOrea Multi-Purpose Satellite (KOMPSAT -2) has been developed by Korea Aerospace Research Institute (KARI) since 2000. Multi Spectral Camera (MSC) is the payload for KOMPSAT -2, which will provide the observation imagery around Korean peninsula with high resolution. KOMPSAT-2 has adopted X-band Tracking System (XTS) for transmitting earth observation data to ground station. For this, data which describes and controls the pre-defined motion of each on-board X-Band antenna in XTS, must be transmitted to the spacecraft as S-Band command and it is called as Tracking Parameter Files (TPF). In this paper, the result of the development of TPF Generation S/W for KOMPSAT-2 X-Band Antenna Motion Control.

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수업디자인 모형을 적용한 기본간호학실습 수업 개선의 실행연구 (An Action Research to Improve Fundamental Nursing Practice Course: Designing College Courses Model)

  • 김희영;김윤희
    • 기본간호학회지
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    • 제22권2호
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    • pp.169-179
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    • 2015
  • Purpose: The purpose of this study was to improve the quality of fundamental nursing practice course. Methods: Participants were 132 students who took the fundamental nursing practice course at D university in N city. The study included processes of planning, action, observation, and reflection. Quantitative data were analyzed using SPSS 20.0 program and qualitative data were evaluated through content analysis. Results: The 12-step designing college courses model by Fink was applied in the planning. In the acting stage, the course was conducted according to the instruction in designing the course, students wrote reflective journals and the professor gave feedback to the reflective journal and the class observation journal was used for lessons. In the observation stage, the course evaluation was surveyed and analyzed, evaluations were positive with 47.1% of students positively evaluating the teaching strategy. In the reflecting stage, outcomes in course improvement were reflected on and, the number of students at the lower level-of-achievement decreased. Conclusion: Action research was a useful research method that could capture the quality improvement process in college courses. Expression of effort and passion to improve quality of education through action research in various ways and to share quality improvement strategies for nursing education are important.

해양관측데이터 관리를 위한 결정요소 도출 (Deriving the Determining Factor for the Management of Oceanographic Data)

  • 김선태;이태영;김용
    • 정보관리연구
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    • 제43권3호
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    • pp.97-115
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    • 2012
  • 해양관측데이터의 관리와 서비스를 위한 결정요소를 두 가지 측면에서 도출하였다. 1) 해양관측데이터가 생성되는 관측의 유형들과 해양과학의 기본적 구분인 해양물리, 해양화학, 해양생물, 해양지질 분야에서 생산된 대표적인 유형의 샘플 데이터를 분석하였다. 2) 국내에서 서비스되고 있는 해양관측데이터 서비스(KODC, NFRDI, KHOA)를 조사하여 검색에 사용되는 검색요소를 분석하였다. 분석결과 9개 영역(일반, 관측선, 위성, 관측기기, 관측소, 공간정보, 프로젝트, 관측데이터, 자료처리)에서 42개 결정요소를 도출하였다.

울릉도 특별관측 수행평가 및 강수특성 분석 (The Performance Assessment of Special Observation Program (ProbeX-2009) and the Analysis on the Characteristics of Precipitation at the Ulleungdo)

  • 김기훈;김연희;김도우;장동언
    • 대기
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    • 제21권2호
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    • pp.185-196
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    • 2011
  • The performance assessment in radiosonde observation on the special observation program (ProbeX-2009) is performed and the characteristics of precipitation using Auto Weather System (AWS) and radiosonde data in 2009 at the Ulleungdo are investigated. The launching time, observation time, and maximum altitude of radiosonde are satisfied with the regulation from Korea Meteorological Administration (KMA) and World Meteorological Organization (WMO) but the duration of observational time of radiosonde is much shorter than that of the ProbeX-2007 because the altitude of launching site is higher than others in 2007. From the analysis of trajectories of radiosonde, most radiosondes at the Ulleungdo tend to move into the east because the westerly prevail at the middle latitude. However, when the Okhotsk high is expanded to the Korean peninsula and the north-westerly winds strengthen over the East Sea as the subtropical high is retreated, radiosonde tends to move into the south-west and south-east, respectively. Maximum distance appears at the end of observation level before May but the level of maximum distance is changed into 100 hPa after June because the prevailing wind direction is reversed from westerly to easterly at the stratosphere during summer time. The condition of precipitation was more correlated with the dynamic instability except Changma season. Precipitation in 2009 at the Ulleungdo occurred under the marine climate so that total precipitation amounts and precipitation intensity were increased and intensified during nighttime. The local environment favorable for the precipitation during nighttime was while the wind speed at the surface and the inflow from the shoreline were strengthened. Precipitation events also affected by synoptic condition but the localized effect induced by topography was more strengthened at the northern part of Ulleungdo.

농촌유역 수문관측망 구축.운영(이동유역) (Construction and Management of Hydrological Observation Network in Yi-dong Rural Basin)

  • 박재홍;김진택;이용직
    • 한국농공학회:학술대회논문집
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    • 한국농공학회 2002년도 학술발표회 발표논문집
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    • pp.261-264
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    • 2002
  • Yi-dong experimental basin is operated for research on the rural basin characteristics and accumulation of a long term data by hydrological observation equipments. It is basin area 9,440ha, length 14.4km and slope 0.67%. Hydrological observation network is constructed of rainfall meter 4points, reservoir storage level 3points and river water level 2points.

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고등학생의 현미경 관찰 활동에 대한 결과 보고 오류 유형 분석틀의 고안 및 오류 유형 분석 (Development of an Error-Type Analysis Frame and Analysis of High School Students' Error-Types in Observation Behavior Using Microscopes)

  • 진현정;이일선;권용주
    • 과학교육연구지
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    • 제35권2호
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    • pp.127-137
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    • 2011
  • 이 연구의 목적은 현미경을 이용한 생물 실험에서 고등학생들의 관찰 결과 보고의 오류 유형 분석틀을 고안하고 적용하는 것이다. 연구를 위해 B광역시 소재 인문계열 남자 고등학생 12명을 대상으로 5가지 관찰 실험을 수행하였다. 실험을 수행하기 전 문헌분석을 통해 관찰 결과 보고 오류 분석틀을 고안하였다. 실험 수행에서 학생들은 사전 지식 확인지를 작성하였고, 관찰 결과는 실험보고서에 기록하였다. 실제 결과 사진과 학생들이 제출한 실험보고서를 비교 분석하여 관찰 결과 보고의 오류 유형을 분석하였다. 연구 결과를 실제결과와 결과보고간에 일치한 일치보고의 비율이 낮게 나타났다. 이는 관찰 방법과 기록 방법에 대한 교육의 부재 때문으로 볼 수 있다. 실제 결과를 객관적으로 관찰하는 훈련과 결과 중심의 확인용 관찰이 아니라 제대로 된 관찰이 가능한 실험 환경의 개선이 필요하다. 또한 관찰한 사실대로 기록하는 연구의 진실성과 관련된 과학 연구윤리 교육이 실시되어야 한다. 본 연구에서 고안 적용한 관찰 결과 보고의 오류 분석틀은 교사들이 관찰 전략을 계획하고 올바른 관찰 관점과 방법의 안내를 위한 기초 자료로 활용할 수 있을 것이다.

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유아교육 박람회에서 데이터마이닝 기법을 이용한 전시 관람 행동 패턴 분석 (The Behavior Analysis of Exhibition Visitors using Data Mining Technique at the KIDS & EDU EXPO for Children)

  • 정민규;김혜경;최일영;이경전;김재경
    • 지능정보연구
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    • 제17권2호
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    • pp.77-96
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    • 2011
  • 전시회는 전시업체가 새로운 상품이나 서비스를 관람객에게 알리기 위해 개최되는 것으로 효과적인 마케팅 수단으로 중요한 역할을 수행한다. 이처럼 전시회의 중요성이 점점 커짐에 따라, 국내 전시 산업은 많은 양적 성장을 이뤄왔다. 그러나, 양적 성장에 비해 전시 산업의 질적 성장은 이에 미치지 못하는 실정이다. 따라서 전시회의 질정 성장을 이루기 위해서는 관람객의 행동 패턴을 이해하여 관람객들의 전시 관람 수준과 만족도를 높일 필요성이 있다. 본 연구에서는 관람객들의 전시 관람 행동 패턴을 분석하기 위해 다음과 같은 연구 프레임워크를 사용한다. 첫 번째 단계는 본 연구의 방법론을 적용하기 적합한 전시회를 선정하는 단계이다. 두 번째 단계는 관찰 조사 방법을 수행하는 단계이다. 마지막 세 번째 단계는 수집된 자료들을 분석하는 단계이다. 분석 단계에서는 부스들의 개별 특성을 파악하였고, 더 나아가 관람객들의 전시 관람 행동 패턴을 분석하기 위해 데이터마이닝 기법을 사용하였다. 본 연구의 결과는 전시 기획자에게 유용한 정보를 제공할 뿐만 아니라 참관객들이 원하는 정보를 원하는 방식으로 제공하는 개인화서비스를 가능하게 하여 궁극적으로 전시회 관람의 질과 만족도를 크게 향상시킬 수 있을 것이라고 기대한다.

Long-term and multidisciplinary research networks on biodiversity and terrestrial ecosystems: findings and insights from Takayama super-site, central Japan

  • Hiroyuki Muraoka;Taku M. Saitoh;Shohei Murayama
    • Journal of Ecology and Environment
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    • 제47권4호
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    • pp.228-240
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    • 2023
  • Growing complexity in ecosystem structure and functions, under impacts of climate and land-use changes, requires interdisciplinary understandings of processes and the whole-system, and accurate estimates of the changing functions. In the last three decades, observation networks for biodiversity, ecosystems, and ecosystem functions under climate change, have been developed by interested scientists, research institutions and universities. In this paper we will review (1) the development and on-going activities of those observation networks, (2) some outcomes from forest carbon cycle studies at our super-site "Takayama site" in Japan, and (3) a few ideas how we connect in-situ and satellite observations as well as fill observation gaps in the Asia-Oceania region. There have been many intensive research and networking efforts to promote investigations for ecosystem change and functions (e.g., Long-Term Ecological Research Network), measurements of greenhouse gas, heat, and water fluxes (flux network), and biodiversity from genetic to ecosystem level (Biodiversity Observation Network). Combining those in-situ field research data with modeling analysis and satellite remote sensing allows the research communities to up-scale spatially from local to global, and temporally from the past to future. These observation networks oftern use different methodologies and target different scientific disciplines. However growing needs for comprehensive observations to understand the response of biodiversity and ecosystem functions to climate and societal changes at local, national, regional, and global scales are providing opportunities and expectations to network these networks. Among the challenges to produce and share integrated knowledge on climate, ecosystem functions and biodiversity, filling scale-gaps in space and time among the phenomena is crucial. To showcase such efforts, interdisciplinary research at 'Takayama super-site' was reviewed by focusing on studies on forest carbon cycle and phenology. A key approach to respond to multidisciplinary questions is to integrate in-situ field research, ecosystem modeling, and satellite remote sensing by developing cross-scale methodologies at long-term observation field sites called "super-sites". The research approach at 'Takayama site' in Japan showcases this response to the needs of multidisciplinary questions and further development of terrestrial ecosystem research to address environmental change issues from local to national, regional and global scales.

Offshore Wave, Tsunami and Tide Observation Using GPS Buoy

  • Nagai, Toshihiko;Ogawa, Hideaki;Terada, Yukihiro;Kato, Teruyuki;Kudaka, Masanobu
    • 한국해안해양공학회:학술대회논문집
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    • 한국해안해양공학회 2003년도 한국해안해양공학발표논문집
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    • pp.137-142
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    • 2003
  • Offshore observation of tsunami and storm surge before arriving to the coast is very important fur coastal disaster prevention. But up to ten years ago, coastal tide stations had been supposed to be the only means to observe tsunami and storm surge profile, fir difficulty of offshore observation (Goda.et.al., 2002). Recently seabed installed coastal wave gauges have been repeatedly reported to successfully observe various tsunami profiles by conducting continuous data acquisition (Goda.et.al., 2001 : Nagai, 2002a; Nagai.et.al, 1996, 2000, 2002b). (omitted)

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