• 제목/요약/키워드: Planetary boundary layer

검색결과 60건 처리시간 0.033초

A Numerical Study of Mesoscale Model Initialization with Data Assimilation

  • Min, Ki-Hong
    • 한국지구과학회지
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    • 제35권5호
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    • pp.342-353
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    • 2014
  • Data for model analysis derived from the finite volume (fv) GCM (Goddard Earth Observing System Ver. 4, GEOS-4) and the Land Data Assimilation System (LDAS) have been utilized in a mesoscale model. These data are tested to provide initial conditions and lateral boundary forcings to the Purdue Mesoscale Model (PMM) for a case study of the Midwestern flood that took place from 21-23 May 1998. The simulated results with fvGCM and LDAS soil moisture and temperature data are compared with that of ECMWF reanalysis. The initial conditions of the land surface provided by fvGCM/LDAS show significant differences in both soil moisture and ground temperature when compared to ECMWF control run, which results in a much different atmospheric state in the Planetary Boundary Layer (PBL). The simulation result shows that significant changes to the forecasted weather system occur due to the surface initial conditions, especially for the precipitation and temperature over the land. In comparing precipitation, moisture budgets, and surface energy, not only do the intensity and the location of precipitation over the Midwestern U.S. coincide better when running fvGCM/LDAS, but also the temperature forecast agrees better when compared to ECMWF reanalysis data. However, the precipitation over the Rocky Mountains is too large due to the cumulus parameterization scheme used in the PMM. The RMS errors and biases of fvGCM/LDAS are smaller than the control run and show statistical significance supporting the conclusion that the use of LDAS improves the precipitation and temperature forecast in the case of the Midwestern flood. The same method can be applied to Korea and simulations will be carried out as more LDAS data becomes available.

Modelling of Aerosol Vertical Distribution during a Spring Season at Gwangju, Korea

  • Shin, Sung-Kyun;Lee, Kwon-Ho
    • Asian Journal of Atmospheric Environment
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    • 제10권1호
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    • pp.13-21
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    • 2016
  • The vertical distributions of aerosol extinction coefficient were estimated using the scaling height retrieved at Gwangju, Korea ($35.23^{\circ}N$, $126.84^{\circ}E$) during a spring season (March to May) of 2009. The aerosol scaling heights were calculated on a basis of the aerosol optical depth (AOD) and the surface visibilities. During the observation period, the scaling heights varied between 3.55 km and 0.39 km. The retrieved vertical profiles of extinction coefficient from these scaling heights were compared with extinction profile derived from the Light Detection and Ranging (LIDAR) observation. The retrieve vertical profiles of aerosol extinction coefficient were categorized into three classes according to the values of AODs and the surface visibilities: (Case I) the AODs and the surface visibilities are measured as both high, (Case II) the AODs and the surface visibilities are both lower, and (Others) the others. The averaged scaling heights for the three cases were $3.09{\pm}0.46km$, $0.82{\pm}0.27km$, and $1.46{\pm}0.57km$, respectively. For Case I, differences between the vertical profile retrieved from the scaling height and the LIDAR observation was highest. Because aerosols in Case I are considered as dust-dominant, uplifted dust above planetary boundary layer (PBL) was influenced this discrepancy. However, for the Case II and other cases, the modelled vertical aerosol extinction profiles from the scaling heights are in good agreement with the results from the LIDAR observation. Although limitation in the current modelling of vertical structure of aerosols exists for aerosol layers above PBL, the results are promising to assess aerosol profile without high-cost instruments.

황사농도 단기예측모델의 PM10 농도와 실측 PM10 농도의 비교 - 2006년 4월 7~9일 황사 현상에 대해 - (Comparison of ADAM's (Asian Dust Aerosol Model) Results with Observed PM10 Data)

  • 조창범;전영신;구본양;박순웅;이상삼;정연양
    • 대기
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    • 제17권1호
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    • pp.87-99
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    • 2007
  • Simulation results of Asian Dust Aerosol Model (ADAM) for the period of April 7-9, 2006 were analyzed, comparing with observed PM10 data. ADAM simulated around ten times lower than on-site PM10 concentration in the source regions: Zhurihe, Tongliao, Yushe, Dalian and Huimin. As the result of this low concentration, transported amounts of Asian Dust were under-estimated as well. In order to quantify a forecasting accuracy, Bias and RMSE were calculated. Even though remarkably negative Biases and high RMSEs were observed, ADAM simulation had followed well up the time of dust outbreak and a transported path. However, the emission process to generate dust from source regions requires a great enhancement. The PM10 concentration at the surface reached up to $2,300{\mu}gm^{-3}$ at Baeknyoungdo and Seoul (Mt. Gwanak), up to $1,750{\mu}gm^{-3}$ at KGAWO about 18:00 LST in April 8, respectively; however, ADAM did not simulate the same result on its second peak. It is considered that traveling Asian dust might have been lagged over the Korean peninsula by the blocking of surface high pressure. Moreover, the current RDAPS's 30 km grid resolution (which ADAM adopts as the meteorological input data) might not adequately represent small-scale atmospheric motions below planetary boundary layer.

해안지형의 복잡성에 따른 해풍침투 변화가 대기경계층에 미치는 영향 분석 (Impact of the Variation of Sea Breeze Penetration due to Terrain Complexity on PBL Development)

  • 박순영;이화운;이순환;이귀옥;지효은
    • 한국환경과학회지
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    • 제20권2호
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    • pp.275-289
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    • 2011
  • In order to clarify the relation between sea breeze penetration and Planetary Boundary Layer development in southeastern part of the Korean Peninsula, several numerical assessments were carried out using atmospheric numerical model WRF(Weather Research and Forecasting). Compared with onset time of sea breeze at eastern coast area(Uljin), the time at southern coast region(Masan) with complex costal line tend to delay for several hours. The penetration patterns of sea breeze between two coastal regions are some different due to the shape of their coastal line and back ground topography. Intensified valley wind due to high topography of lee side of Uljin can help penetration of sea breeze at early time. So penetration of sea breeze at early time often prevent PBL to develop at Uljin and lower PBL height last for a day time. But because of late penetration of sea breeze at Masna, PBL Height dramatically decrease after 1500LST. The distribution of front genesis function based on the heat and momentum variation are explained obviously the sea breeze penetration patterns and agreed well with the PBL height distribution.

지역 기후 모형을 이용한 한반도 강수 모의에서 수평 해상도의 영향 (Impact of Horizontal Resolution of Regional Climate Model on Precipitation Simulation over the Korean Peninsula)

  • 이영호;차동현;이동규
    • 대기
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    • 제18권4호
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    • pp.387-395
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    • 2008
  • The impact of horizontal resolution on a regional climate model was investigated by simulating precipitation over the Korean Peninsula. As a regional climate model, the SNURCM(Seoul National University Regional Climate Model) has 21 sigma layers and includes the NCAR CLM(National Center for Atmospheric Research Community Land Model) for land-surface model, the Grell scheme for cumulus convection, the Simple Ice scheme for explicit moisture, and the MRF(Medium-Range Forecast) scheme for PBL(Planetary Boundary Layer) processing. The SNURCM was performed with 20 km resolution for Korea and 60 km resolution for East Asia during a 20-year period (1980-1999). Although the SNURCM systematically underestimated precipitation over the Korean Peninsula, the increase of model resolution simulated more precipitation in the southern region of the Korean Peninsula, and a more accurate distribution of precipitation by reflecting the effect of topography. The increase of precipitation was produced by more detailed terrain data which has a 10 minute terrain in the 20 km resolution model compared to the 30 minute terrain in the 60 km resolution model. The increase in model resolution and more detailed terrain data played an important role in generating more precipitation over the Korean Peninsula. While the high resolution model with the same terrain data resulted in increasing of precipitation over the Korean Peninsula including the adjoining sea, the difference of the terrain data resolution only influenced the precipitation distribution of the mountainous area by increasing the amount of non-convective rain. In conclusion, the regional climate model (SNURCM) with higher resolution simulated more precipitation over the Korean Peninsula by reducing the systematic underestimation of precipitation over the Korean Peninsula.

한반도 겨울철 공기이동경로에 따른 에어로졸 농도의 연직분포 특성 (Characteristics of Vertical Profiles of Local Aerosol Mass Concentration According to Air Mass Pathways over the Korean Peninsula During Winter)

  • 고아름;김진원;장기호;차주완;이상민;하종철
    • 대기
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    • 제29권5호
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    • pp.525-535
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    • 2019
  • Vertical distributions of aerosol mass concentrations over Seoul and Gangneung from January to February 2015 were investigated using aerosol Mie-scattering lidars. Vertical mass concentration of aerosol was calculated from the lidar data using KALION's algorithm and quantitatively compared with ground PM10 concentration to obtain objectivity of data. The backward trajectories calculated using HYSPLIT (version 4) were clustered into 5 traces for Seoul and 6 traces for Gangneung, and the observed aerosol vertical mass distribution was analyzed for individual trajectories. Result from the analysis shows that, aerosol concentrations with in the planetary boundary layer were highest when airflows into the measurement points originated in the Shandong Peninsula or the Inner Mongolia. In addition, the difference of aerosol mass concentrations in the two regions below 1 km was about twice as large as that in the long range transport from the Shandong Peninsula compared to the local emission. This result shows that the air quality over Korea related to particulate matters are affected more by aerosol emissions in the upstream source regions and the associated transboundary transports than local emissions. This study also suggests that the use of local aerosol observations is critical for accurate simulations of aerosol-cloud interactions.

Will CFD ever Replace Wind Tunnels for Building Wind Simulations?

  • Phillips, Duncan A.;Soligo, Michael J.
    • 국제초고층학회논문집
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    • 제8권2호
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    • pp.107-116
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    • 2019
  • The use of computational fluid dynamics (CFD) is becoming an increasingly popular means to model wind flows in and around buildings. The first published application of CFD to both indoor and outdoor building airflows was in the 1970's. Since then, CFD usage has expanded to include different aspects of building design. Wind tunnel testing (WTT) on buildings for wind loads goes back as far as 1908. Gustave Eiffel built a pair of wind tunnels in 1908 and 1912. Using these he published wind loads on an aircraft hangar in 1919 as cited in Hoerner (1965 - page 74). The second of these wind tunnels is still in use today for tests including building design ($Damljanovi{\acute{c}}$, 2012). The Empire State Building was tested in 1933 in smooth flow - see Baskaran (1993). The World Trade Center Twin Towers in New York City were wind tunnel tested in the mid-sixties for both wind loads, at Colorado State University (CSU) and the [US] National Physical Laboratory (NPL), as well as pedestrian level winds (PLW) at the University of Western Ontario (UWO) - Baskaran (1993). Since then, the understanding of the planetary boundary layer, recognition of the structures of turbulent wakes, instrumentation, methodologies and analysis have been continuously refined. There is a drive to replace WTT with computational methods, with the rationale that CFD is quicker, less expensive and gives more information and control to the architects. However, there is little information available to building owners and architects on the limitations of CFD for flows around buildings and communities. Hence building owners, developers, engineers and architects are not aware of the risks they incur by using CFD for different studies, traditionally conducted using wind tunnels. This paper will explain what needs to happen for CFD to replace wind tunnels. Ultimately, we anticipate the reader will come to the same conclusion that we have drawn: both WTT and CFD will continue to play important roles in building and infrastructure design. The most pressing challenge for the design and engineering community is to understand the strengths and limitations of each tool so that they can leverage and exploit the benefits that each offers while adhering to our moral and professional obligation to hold paramount the safety, health, and welfare of the public.

GOCI AOD를 이용한 서울 지역 지상 PM2.5 농도의 경험적 추정 및 일 변동성 분석 (Empirical Estimation and Diurnal Patterns of Surface PM2.5 Concentration in Seoul Using GOCI AOD)

  • 김상민;윤종민;문경정;김덕래;구자호;최명제;김광년;이윤곤
    • 대한원격탐사학회지
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    • 제34권3호
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    • pp.451-463
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    • 2018
  • 본 연구는 서울지역에서 2015년 1월부터 12월까지 정지궤도 천리안 위성(Communication Ocean and Meteorological Satellite, COMS) 해양 탑재체(Geostationary Ocean Color Imager, GOCI)의 에어로졸광학두께(Aerosol Optical Depth, AOD)로부터 지상 초미세먼지(Particulate Matter; $PM_{2.5}$) 농도를 추정하기 위한 계절별 경험/통계모델을 개발했다. 행성경계층고도(Planetary Boundary Layer Height, PBLH) 그리고 에어로졸 수직 비율(Vertical Ratio of Aerosol, VRA)을 사용한 두 가지 수직보정방법과 흡습성장계수(Hygroscopic growth factor, f(RH))로부터의 습도보정방법이 각각의 경험적 모델에 적용된 결과 AOD에 대한 수직 보정과 $PM_{2.5}$에 대한 지표 습도보정이 모델 성능 향상에 중요한 역할을 했다. AOD-$PM_{2.5}$ 사이에 관련이 있다고 알려진 기상인자들(온도, 풍속, 시정)을 추가적으로 사용하여 다중 선형 회귀모델을 구성한 결과 경험모델에 비해 $R^2$값이 최대 0.25 증가했다. 본 연구에선 AOD-$PM_{2.5}$ 모델의 계절별, 월별, 시간별 특성을 분석하고 계절별로 구분하여 모델을 구성한 결과 고농도 사례에서 과소평가 되던 경향이 개선됨을 알 수 있고 관측된 $PM_{2.5}$와 추정된 $PM_{2.5}$의 월 및 시간변동성은 서로 경향성이 일치했다. 따라서 정지궤도 위성 AOD를 이용하여 지상 $PM_{2.5}$ 농도를 추정한 본 연구의 결과는 향후 발사 예정인 GK-2A와 GK-2B에 적용 가능할 것으로 기대된다.

기상드론을 이용한 보성 지역 기상 인자의 연직 측정 및 분석 (Vertical Measurement and Analysis of Meteorological Factors Over Boseong Region Using Meteorological Drones)

  • 정지효;신승숙;황성은;이승호;이승협;김백조;김승범
    • 한국지구과학회지
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    • 제41권6호
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    • pp.575-587
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    • 2020
  • 기상현상관측은 기상청에서 다양한 방법(지상, 고층, 해양, 항공, 등)으로 관측되고 있다. 하지만, 인간생활에 많은 영향을 미치는 대기경계층 관측에는 한계가 있다. 특히, 존데 또는 항공기를 이용한 기상관측은 경제적인 측면에서 상당한 비용이 필요하다. 따라서 본 연구의 목적은 기상드론을 이용하여 국지기상현상 중 해륙풍 연직분포에 대한 기상 인자들을 측정하고 분석하는 것이다. 해륙풍의 공간적 분포를 연구하기 위해 보성지역 표준기상관측소의 보성종합기상탑을 포함한 다른 세 지점(해안가, 산기슭, 산중턱)에 동일한 통합기상센서를 각 드론에 탑재하였다. 2018년 8월 4일 1100 LST부터 1800 LST까지 30분 간격으로 최대 400 m 고도까지 기온, 상대 습도, 풍향, 풍속, 기압의 연직 프로파일 관측이 수행되었다. 기온, 상대 습도, 기압에 대한 기상현상의 공간적 특성은 네 지점에서 보이지 않았다. 강한 일사량 시간대에 중간지점(~100 m)에서 강한 바람(~8 m s-1)이 관측되었고, 오후에는 풍향이 내륙지역의 상층부터 서풍으로 바뀌었다. 기상드론을 이용하여 관측한 하부 대기층의 분석결과는 보다 정확한 기상예보 향상에 도움이 될 것으로 기대된다.

서울지역 연직 오존 분포: 2003년 6월 6~9일 오존존데 관측 (Vertical Ozone Distribution over Seoul: Ozonesonde Measurements During June 6~9, 2003)

  • 황미경;김유근;오인보;송상근;임윤규
    • 한국대기환경학회지
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    • 제24권2호
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    • pp.196-205
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    • 2008
  • 오존 농도와 기상 인자의 연직관측을 수행하여 오존분포와 하부 대기구조와의 관계를 분석하였다. 관측은 서울 방이동에서 2003년 6월 $6{\sim}9$일에 하루 2회씩(주 야간)총 8회에 걸쳐 이루어졌으며, 고도 5 km 이내의 관측결과를 중심으로 대기경계층 일변화와 연직 오존농도 변화를 집중분석하였다. 관측 결과, 대기경계층 내 야간안정층 및 혼합층 발달에 따라 큰 오존농도 분포변화를 확인할 수 있었다. 야간에는 안정층 내에서 $NO_x$ 적정반응으로 0에 가까운 낮은 오존농도를 나타내었다. 한편 오후에는 혼합층 내에서 비교적 일정한 오존농도 분포를 나타내며, 대기경계층 상부에서 100 ppb 이상의 최고 농도가 관측되었다. 특히 지표부근 오존농도가 높았던 6월 8일의 관측결과를 통해, 오존의 생성 소멸과 관련한 국지효과뿐만 아니라 제한된 혼합층 발달이 고농도오존 발생에 중요한 영향을 미침을 확인할 수 있었다. 또한 관측 기간 중, 국지규모 이상의 수송효과에 의한 대기경계층 상부의 농도 상승과 종관기류 변화에 따른 수송 효과가 간접적으로 확인되었다. 연직 오존분포 분석에 있어 충분치 않은 관측 자료로 인해 정확한 시간적 변동을 고찰할 수 없는 한계를 보였다. 하지만 본 연구를 통해 서울지역 대기하층의 오존 분포 변화와 기상학적 특징을 살펴봄으로서 고농도오존 현상의 역학적인 이해를 도울 것으로 생각되며, 관측 결과는 도시 오존제어를 위한 광화학 수치모델링의 기초 자료로 활용될 수 있을 것이다.