• 제목/요약/키워드: Weather observation satellite

검색결과 112건 처리시간 0.03초

위성영상 기반 일사량을 활용한 대전지역 표준기상년 데이터 생산 (Derivation of Typical Meteorological Year of Daejeon from Satellite-Based Solar Irradiance)

  • 김창기;김신영;김현구;강용혁;윤창열
    • 한국태양에너지학회 논문집
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    • 제38권6호
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    • pp.27-36
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    • 2018
  • Typical Meteorological Year Dataset is necessary for the renewable energy feasibility study. Since National Renewable Energy Laboratory has been built Typical Meteorological Year Dataset in 1978, gridded datasets taken from numerical weather prediction or satellite imagery are employed to produce Typical Meteorological Year Dataset. In general, Typical Meteorological Year Dataset is generated by using long-term in-situ observations. However, solar insolation is not usually measured at synoptic observing stations and therefore it is limited to build the Typical Meteorological Year Dataset with only in-situ observation. This study attempts to build the Typical Meteorological Year Dataset with satellite derived solar insolation as an alternative and then we evaluate the Typical Meteorological Year Dataset made by using satellite derived solar irradiance at Daejeon ground station. The solar irradiance is underestimated when satellite imagery is employed.

제주도 풍력자원 데이터베이스 구축을 위한 기상통계분석 (Meteor-Statistical Analysis for Establishment of Jejudo Wind Resource Database)

  • 김현구;장문석;이은정
    • 한국환경과학회지
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    • 제17권6호
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    • pp.591-599
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    • 2008
  • In order to support the development of wind farms in Jejudo, a wind resource database for Jejudo has been established using a meteor-statistical analysis of KIER(Korea Institute of Energy Research) met-mast measurements and KMA(Korea Meteorological Administration) weather data. The analysis included wind statistics, tower shading, an exposure category classification using satellite images, the effect of atmospheric stability on the wind profile exponent, and a correlation matrix of wind speed to gain an understanding of the meteorological correlation between long-term weather observation stations and short-term met-mast measurements. The wind resource database for Jejudo, is to be provided as an add-on to Google $Earth^{TM}$, which is expected to be utilized as a guideline for the selection of an appropriate reference site for long-term correction in the next wind farm development project.

합성곱신경망을 이용한 제주도 강수패턴 분석 연구 (A Study on the Analysis of Jeju Island Precipitation Patterns using the Convolution Neural Network)

  • 이동훈;이봉규
    • 한국소프트웨어감정평가학회 논문지
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    • 제15권2호
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    • pp.59-66
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    • 2019
  • 제주는 농업과 관광이 절대적 비중이므로 강수에 대한 예측/분석은 다른 지역보다 더 중요한 요소로 작용한다. 현재 제주도의 강수 예측은 기상위성을 통해 얻어지는 관측데이터에 수치모델을 이용하나, 다른 지역보다 강수 현상에 대한 변화가 다양하므로 기존의 일반적인 수치모델을 그대로 적용하여 강수 예측/분석을 하기는 쉽지 않고 만족할만한 결과를 얻기가 어렵다. 따라서 제주지역에 맞는 새로운 제주 예측/분석 방법이 연구돼야 할 것이다. 본 논문에서는 합성곱신경망 (Convolution Neural Network, CNN) 기반의 텍스처(Texture) 분석기법을 이용한 제주 강수패턴 분석 방법을 제안한다. 제안하는 방법은 기상위성에서 획득한 제주도 영역에 대한 수증기영상과 지역의 온도정보를 텍스처 영상으로 변환한 후, 변환된 영상들을 합성곱신경망을 이용하여 강수 여부를 분석하는 방법이다. 제안한 방법을 구현하고 실험을 통하여 제안된 방법의 유효성을 보인다.

서울지역의 고해상도 WISE-WRF 모델의 지표면 거칠기 길이 개선에 따른 민감도 분석 (Sensitivity Analysis of the High-Resolution WISE-WRF Model with the Use of Surface Roughness Length in Seoul Metropolitan Areas)

  • 지준범;장민;이채연;조일성;김부요;박문수;최영진
    • 대기
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    • 제26권1호
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    • pp.111-126
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    • 2016
  • In the numerical weather model, surface properties can be defined by various parameters such as terrain height, landuse, surface albedo, soil moisture, surface emissivity, roughness length and so on. And these parameters need to be improved in the Seoul metropolitan area that established high-rise and complex buildings by urbanization at a recent time. The surface roughness length map is developed from digital elevation model (DEM) and it is implemented to the high-resolution numerical weather (WISE-WRF) model. Simulated results from WISE-WRF model are analyzed the relationship between meteorological variables to changes in the surface roughness length. Friction speed and wind speed are improved with various surface roughness in urban, these variables affected to temperature and relative humidity and hence the surface roughness length will affect to the precipitation and Planetary Boundary Layer (PBL) height. When surface variables by the WISE-WRF model are validated with Automatic Weather System (AWS) observations, NEW experiment is able to simulate more accurate than ORG experiment in temperature and wind speed. Especially, wind speed is overestimated over $2.5m\;s^{-1}$ on some AWS stations in Seoul and surrounding area but it improved with positive correlation and Root Mean Square Error (RMSE) below $2.5m\;s^{-1}$ in whole area. There are close relationship between surface roughness length and wind speed, and the change of surface variables lead to the change of location and duration of precipitation. As a result, the accuracy of WISE-WRF model is improved with the new surface roughness length retrieved from DEM, and its surface roughness length is important role in the high-resolution WISE-WRF model. By the way, the result in this study need various validation from retrieved the surface roughness length to numerical weather model simulations with observation data.

Meteorological Mechanisms Associated with Long-range Transport of Asian Dust Observed at the West Coast of North America in April 2001

  • Song Sang-Keun;Kim Yoo-Keun;Moon Yun-Seob
    • Journal of Korean Society for Atmospheric Environment
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    • 제20권E1호
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    • pp.1-14
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    • 2004
  • Meteorological mechanisms in association with long-range transport of Asian dust in April 2001 have been investigated using weather maps, satellite images, TOMS and surface $PM_{10}$ data, backward trajectories, plus modeling output results (geopotential heights, horizontal wind vectors, potential temperatures, and streamlines). The results indicated that long -range transport of Asian dust to the west coast of North America was associated with strong westerlies between the Aleutian low and the Pacific high acting as a conveyor belt. Accelerating westerly flows due to cyclogenesis at the source regions over East Asia transported pollution from the continent to the central Pacific. When the system reached the Aleutian Islands, the intensity of troughs and the westerlies were amplified in the North Pacific. Thereafter the winds between the Aleutian Islands and the Pacific Ocean were more intensified from the air flow transport of the conveyor belt. Consequently, the strong wind in the conveyor belt enhanced the dust transport from the Pacific Ocean to the west coast of North America. This was evidenced by $PM_{10}$ concentration (maximum of about $100{\mu}g\;m^{-3}$) observed In California. Further evidence of the dust transport was found through the observation of satellite images, the distribution of TOMS aerosol index, and the analyses of streamlines and backward trajectories.

A Proposal of Quality Assessment for System Model

  • Onozuka, Yuki;Ioki, Makoto;Shirasaka, Seiko
    • 시스템엔지니어링학술지
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    • 제12권2호
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    • pp.59-67
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    • 2016
  • Recently, the increased complexity of systems has made systems engineering necessary. It is very useful for system designers to understand the whole context of the concerned system based on systems engineering. A system model can be used to describe the outcome of a system design. A system model describes the system from the viewpoint of the stakeholder's needs using the mutually exclusive and collectively exhaustive principle. A system model can be used to smoothly design a large and complicated system based on the systems engineering development process. Many companies and countries are attempting to apply model-based systems engineering, and the significance of the system model quality is increasing as system models are referenced during system development. In this paper, we propose a quality assessment method for ontology which is one of system models by focusing on the system development process. First, in this process, a system developer should explicitly show the relationship between viewpoints. Then, the system developer should select dependent rather than independent viewpoints. With dependent viewpoints, each viewpoint used to describe the system has some logical relationship. The set of viewpoints makes it possible to show, not only tangible and physical system parts, but also conceptual system parts. In this paper, we develop an ontological system model of a Japanese weather observation system. By comparing some ontological system models, we verify the effectiveness of explicitly describing the relationships between viewpoints and select dependent viewpoints.

차세대 위성용 SAR 탑재체 기술 (SAR Payload Technology for Next Generation Satellite)

  • 원영진;윤재철;김진희
    • 항공우주기술
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    • 제13권2호
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    • pp.131-141
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    • 2014
  • 영상 레이더 (Synthetic Aperture Radar)는 기상 상황이나 밤낮에 관계없이 지구 표면을 고해상도로 관측을 가능하게 하는 강력하고 잘 정립된 마이크로웨이브 원격 탐사 기술이다. 본 논문은 우선 기본적인 SAR 이론과 SAR 위성의 개발 동향을 정리하였고 다음으로 미래의 SAR 시스템을 위한 새로운 기술들에 대한 전반적인 내용을 정리하였다. SAR 위성을 위한 새로운 혁신적인 개념과 기술들은 디지털 빔포밍 기술, 고해상도 광역 관측 기술, 파형 부호화 기술, 단계적 스캔에 의한 지형 관측 기술 등이 될 것이다. 이러한 기술들은 미래의 우주의 SAR 위성 분야에서 중요한 역할을 할 것이다.

무인항공기를 이용한 대기갈색연무의 기후효과 연구 (Using Unmanned Aerial Vehicles (UAVs) to Study on the Climate Impacts of the Atmospheric Brown Clouds)

  • 김상우;윤순창
    • 대기
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    • 제20권4호
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    • pp.519-530
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    • 2010
  • In this paper we review current research on Atmospheric Brown Clouds (ABCs) with lightweight Unmanned Aerial Vehicles (UAVs) and miniaturized instruments. The UAV technology for in-situ measurements, including aerosol concentration, aerosol size distribution, aerosol absorption, cloud drop size distribution, solar radiation fluxes (visible and broadband), and spectral radiative fluxes, is a leading-edge technology for cost-effective atmospheric sounding, which can fill the gap between the ground measurement and satellite observation. The first experimental observation with UAVs in Korea, Cheju ABC Plume Monsoon Experiment (CAPMEX), conducted during summer 2008 revealed that the Beijing plumes exerted a strong positive influence on the net warming and fossil-fuel-dominated black-carbon plumes were approximately 100% more efficient warming agents than biomass-burning-dominated plumes. Long-term sustainable routine UAV measurements will eventually provide truly three-dimensional data of ABCs, which is necessary for the better understanding of their climate impacts and for the improvement of numerical models for air pollution, weather forecast and climate change.

수자원·수재해 중형위성 개발 방안 (Development Plan of Compact Satellite for Water Resources and Water-related Disaster Management)

  • 황의호;채효석;유완식
    • 한국지리정보학회지
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    • 제21권4호
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    • pp.218-237
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    • 2018
  • 전 세계적으로 홍수와 가뭄 발생 빈도는 가파르게 증가하고 있고, 태풍 및 가뭄 발생 빈도도 꾸준히 증가하고 있어 광범위한 관측과 정확한 예측, 즉각적 대처 능력 확보를 위한 수자원 관리 기술 확보가 필요하였다. 이를 위해, 본 연구에서는 독립적이고 주도적인 관측인프라 및 분석 기반 확보를 통해 수재해 관리 기반을 획기적으로 혁신하고, 기후변화에 대비한 물안보 및 재해로부터 안전성을 확보하기 위하여 저궤도 수재해 감시 중형급(500kg이하) 위성 개발 방안을 제시하고자 하였다. 수자원 수재해 위성은 주야 및 악천후에도 지표면의 변화탐지 및 수문인자 관측이 가능할 뿐만 아니라, 독자적인 기술 확보기 가능한 C밴드 영상레이더 탑재체 및 시스템을 선정하여 세부적인 개발 방안을 제시하였다. 이를 통해 국가가 추진하는 차세대중형위성 2단계 사업 계획에 반영하여 광역 물 관련 재해 감시 체계 구축을 위한 기반 확보가 가능하게 되었다.

최정산 위성추적소의 천체관측 환경에 관한 조사 연구: II. 천문 관측환경에 대한 기상학적 연구 (A STUDY ON THE ASTRONOMICAL OBSERVATIONAL ENVIRONMENTS AT THE CHOEJUNG-SAN GEODSS SITE: II. METEOROLOGICAL STUDY)

  • 윤일희;안병호;강용희;윤태석
    • 천문학논총
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    • 제11권1호
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    • pp.197-220
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    • 1996
  • The climatological characteristics at the Choejung-san site were statistically analyzed using monthly normals for the various meteorological elements at Taegu meteorological station for 30 years from January 1960 to December 1990. Various synoptic weather conditions were classified by the estimated geostrophic wind speeds and direction determined using the 850 hPa geopotential height field for 10 years from December 1980 to November 1989. Also the analysis of number of clear days were monthly and seasonally performed using the satellite infrared image data which were obtained from GMS 5 for 5 years from December 1990 to November 1995. The results reveal that the meteorological environments of astronomical observation at Choejung-san site were very good conditions during three hours after midnight except for summer season.

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