• 제목/요약/키워드: SST

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한국 남부 해역 SST의 계절 및 경년 변동이 단기 딥러닝 모델의 SST 예측에 미치는 영향 (Impacts of Seasonal and Interannual Variabilities of Sea Surface Temperature on its Short-term Deep-learning Prediction Model Around the Southern Coast of Korea)

  • 주호정;채정엽;이은주;김영택;박재훈
    • 한국해양학회지:바다
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    • 제27권2호
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    • pp.49-70
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    • 2022
  • 해수면 온도는 기후와 바다의 생태계 그리고 인간의 활동에까지 중요한 영향을 미치는 해수의 특성 중 하나로 이를 예측하는 것은 항상 중요하게 다뤄지는 문제다. 최근 들어 과거의 패턴을 학습하여 예측값을 생성할 수 있는 딥러닝을 활용한 해수면 온도 예측이 복잡한 수치모델을 이용한 예측의 대안으로 주목받고 있다. 딥러닝은 입력 자료 간의 비선형적인 관계를 추정할 수 있는 것이 큰 장점이며, 최근 컴퓨터 그래픽카드의 발달로 많은 양의 데이터를 반복적이고 빠르게 계산할 수 있게 되었다. 본 연구에서는 기존의 딥러닝 모델의 단점들을 보완하면서 시공간 자료를 다룰 수 있는 합성곱 신경망(Convolutional Neural Network) 기반의 U-Net을 통해 단기 해수면 온도 예측을 수행하였다. 개발한 딥러닝 모델을 이용한 한국 남부 근해 해수면 온도의 단기 예측은 예측일의 해수면 온도의 중장기 변동성에 따라 달라지는 성능을 보였다. 해수면 온도 변동성의 증감은 계절적 변동 뿐 아니라 Pacific Decadal Oscillation (PDO) 지수의 변동과도 유의미한 상관관계를 보였는데, 이는 계절 변동 및 PDO에 따른 기후 변화에 기인한 수온 전선의 강도 변화가 해수면 온도의 시공간적 변동성에 영향을 줌으로써 발생했음을 확인하였다. 본 연구는 해수면 수온 자료가 가지고 있는 계절적 변동성과 경년 변동성이 딥러닝 모델의 해수면 단기 수온 예측 성능에 기여함을 밝힌 것에 그 의의가 있다.

삼황사심탕의 혈관이완 효능과 기전 (Vasodilatory Effects of Samhwangsasim-tang on Vascular Smooth Muscle)

  • 김종봉;권오규;손창우;신흥묵
    • 동의생리병리학회지
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    • 제18권5호
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    • pp.1382-1386
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    • 2004
  • This study was performed for the investigation of vasodilatory efficacy and its underlying mechanisms of Samhwangsasim-tang(SST), herbal remedy. SST relaxed vascular strips precontracted with phenylephrine or KCI(51 mM), but the magnitude of relaxation was greater in phenylephrine(PE) induced contraction. The relaxation effects of SST was endothelium-independent. L-NAME, iNOS inhibitor, and methyl en blue(MB), cGMP inhibitor, did not attenuate the relaxation responses of SST. In the absence of extracellular Ca2+, pre-incubation of the aortic rings with SST significantly reduced the contraction by PE, suggesting that the relaxant action of the SST includes inhibition of Ca/sup 2+/ influx and release of Ca/sup 2+/ from intracellular stores (SR). In addition, the cell death was induced by SST in human aortic smooth muscle cells but not that of human umbilical vein endothelial cells. We conclude that in rat thoracic aorta, SST may induce in part vasodilation through inhibition of Ca/sup 2+/ influx and release of Ca/sup 2+/ from intracellular stores.

Sensitivity analysis of satellite-retrieved SST using IR data from COMS/MI

  • Park, Eun-Bin;Han, Kyung-Soo;Ryu, Jae-Hyun;Lee, Chang-Suk
    • 대한원격탐사학회지
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    • 제29권6호
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    • pp.589-593
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    • 2013
  • Sea Surface Temperature (SST) is the temperature close to the ocean's surface and affects the Earth's atmosphere as an important parameter for the climate circulation and change. The SST from satellite still has biases from the error in specifying retrieval coefficients from either forward modeling or instrumental biases. So in this paper, we performed sensitivity analysis using input parameter of the SST to notice that the SST is most affected among the input parameter. We used Infrared (IR) data from the Communication, Ocean, and Meteorological Satellite (COMS)/Meteorological Imager (MI) from April 2011 to March 2012. We also used the Global Space-based Inter-Calibration System (GSICS) correction to quality of the IR data from COMS. SST was calculated by substituting the input parameters; IR data with or without the GSICS correction. The results of this sensitivity analysis, the SST was sensitive from -0.0403 to 0.2743 K when the IR data were changed by the GSICS corrections.

ATMOSPHERIC CORRECTION OF LANDSAT SEA SURFACE TEMPERATURE BY USING TERRA MODIS

  • Kim, Jun-Soo;Han, Hyang-Sun;Lee, Hoon-Yol
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2006년도 Proceedings of ISRS 2006 PORSEC Volume II
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    • pp.864-867
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    • 2006
  • Thermal infrared images of Landsat-5 TM and Landsat-7 ETM+ sensors have been unrivalled sources of high resolution thermal remote sensing (60m for ETM+, 120m for TM) for more than two decades. Atmospheric effect that degrades the accuracy of Sea Surface Temperature (SST) measurement significantly, however, can not be corrected as the sensors have only one thermal channel. Recently, MODIS sensor onboard Terra satellite is equipped with dual-thermal channels (31 and 32) of which the difference of at-satellite brightness temperature can provide atmospheric correction with 1km resolution. In this study we corrected the atmospheric effect of Landsat SST by using MODIS data obtained almost simultaneously. As a case study, we produced the Landsat SST near the eastern and western coast of Korea. Then we have obtained Terra/MODIS image of the same area taken approximately 30 minutes later. Atmospheric correction term was calculated by the difference between the MODIS SST (Level 2) and the SST calculated from a single channel (31 of Level 1B). This term with 1km resolution was used for Landsat SST atmospheric correction. Comparison of in situ SST measurements and the corrected Landsat SSTs has shown a significant improvement in $R^2$ from 0.6229 to 0.7779. It is shown that the combination of the high resolution Landsat SST and the Terra/MODIS atmospheric correction can be a routine data production scheme for the thermal remote sensing of ocean.

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연직혼합모수화가 동해 상층 모사에 미치는 영향 (Effect of Vertical Mixing Scheme on Upper Ocean Simulation of the East Sea)

  • 장찬주;임세한
    • 한국군사과학기술학회지
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    • 제13권6호
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    • pp.1034-1042
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    • 2010
  • This study investigates effects of three different parameterizations of vertical mixing scheme on upper ocean simulation of the East Sea, focusing on the seasonal variations of the sea surface temperature(SST) and the mixed layer depth(MLD) using an ocean general circulation model(GFDL MOM1.1). The considered vertical mixing schemes are the Laplacian scheme(L scheme) that use a constant eddy coefficient, the Mellor-Yamada scheme(MY scheme), and a new scheme(Noh scheme). The Noh scheme, a second-order turbulence closure, was developed considering recent observational evidences such as the enhancement of turbulent kinetic energy near the sea surface. During summer L scheme underestimates the SST, while MY scheme overestimates the SST, compared to climatological SST. Noh scheme produces the SST in better agreement with climatological one. During winter all schemes overestimate the SST up to $4^{\circ}C$ compared to climatological SST. Vertical profiles of the basin-mean temperature show that L scheme produces higher temperature below the thermocline than those of other schemes. The winter MLD simulated from L scheme is rather large compared to that from other schemes, but the differences in MLD during summer are not significant.

Recent Trends of Abnormal Sea Surface Temperature Occurrence Analyzed from Buoy and Satellite Data in Waters around Korean Peninsula

  • Choi, Won-Jun;Yang, Chan-Su
    • 대한원격탐사학회지
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    • 제38권4호
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    • pp.355-364
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    • 2022
  • In this study a tendency of abnormal sea surface temperature (SST) occurrence in the seas around South Korea is analyzed from daily SST data from satellite and 14 buoys from August 2020 to July 2021. As thresholds 28℃ and 4℃ are used to determine marine heatwaves(MHWs) and abnormal low water temperature (ALWT), respectively, because those values are adopted by the National Institute of Fisheries Science for the breaking news of abnormal temperature. In order to calculate frequency of abnormal SST occurrence spatially by using satellite SST, research area was divided into six areas of coast and three open seas. ALWT dominantly appeared over a wide area (7,745 km2) in Gyeonggi Bay for total 94 days and it was also confirmed from buoy temperature showing an occurrence number of 47 days. MHWs tended to be high in frequency in the coastal areas of Chungcheongdo and Jeollabukdo and the south coastal areas while in case of buoy temperature Jupo was the place of high frequency (32 days). This difference was supposed to be due to the low accuracy of satellite SST at the coasts. MHWs are also dominant in offshore waters around Korean Peninsula. Although detecting abnormal SST by using satellite SST has advantage of understanding occurrence from a spatial point of view, we also need to perform detection using buoys to increase detection accuracy along the coast.

ε -SST 난류 모델을 적용한 벽면 근처 정사각주 유동장의 수치 해석 (Numerical Simulation of Square Cylinder Near a Wall with the ε -SST Turbulence Model)

  • 이보성;김태윤;박영희;이동호
    • 한국항공우주학회지
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    • 제31권8호
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    • pp.1-7
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    • 2003
  • 본 연구에서는 새로운 $\varepsilon$-SST 난류 모델을 이용하여 벽면 근처에 위치한 정사각주 주위의 유동장에 대한 수치해석을 수행하였다. SST 난류 모델을 수정하여 새롭게 제안된 $\varepsilon$-SST 모델은 뭉툭한 물체 주위의 박리 영역에서 기존의 2-방정식 난류 모델보다 향상된 해석 결과를 보임을 확인하였다. $\varepsilon$-SST 모델을 이용하여 박리가 수반되는 유동영역에 대한 효율적인 해석이 가능할 것이다. 또한, 본 연구에서는 임계 간극 이하에서는 주기적인 와류배출이 억제됨을 입증하였으며, 스트로할수는 간극의 높이와 벽면 경계층의 두께의 영향을 받는 다는 것을 확인할 수 있었다.

온배수 확산 평가를 위한 열적외선 위성관측 비교 (The Comparison of Thermal Infrared Satellite Observation for Plume Assessment of Thermal Discharge)

  • 정종철
    • 환경영향평가
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    • 제24권4호
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    • pp.367-374
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    • 2015
  • 해수 표층 수온은 원자력발전소의 온배수 영향을 조사하기 위해서 위성원격탐사에 의해 관측되는 가장 중요한 정보들 중 하나이다. 하지만 Landsat 7 위성과 Landsat 8 위성의 열적외선 센서로부터 추출한 표층수온과 실측치를 비교한 연구는 부족하다. Landsat 8 위성은 표층수온을 추출하기 위해 열적외선 센서에 두 개의 분리된 밴드를 가지고 있지만, Landsat 7은 한 개의 밴드를 사용하고 있다. 그럼에도 불구하고 본 연구에서는 Landsat 7 ETM+센서가 Landsat 8 TIRS 보다 표층수온의 보정에 유용하다는 것을 제시하였다. 본 연구에서는 Landsat 114-36 지역의 15개 위성자료를 가지고 ENVI와 IDL을 이용한 표층수온 알고리즘을 처리하였다. 국립해양조사원으로부터 수집한 표층수온 실측자료와 위성에서 추출한 표층수온을 비교하였고, 위성관측 시계열 자료와 측정지점의 실측자료를 통해 정확도를 비교하였다.

The socket shield technique and its complications, implant survival rate, and clinical outcomes: a systematic review

  • Stefano Oliva;Mario Capogreco;Giovanna Murmura;Ettore Lupi;Di Carlo Mariachiara;Maurizio D'Amario
    • Journal of Periodontal and Implant Science
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    • 제53권2호
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    • pp.99-109
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    • 2023
  • Purpose: The aim of this systematic review was to evaluate the effectiveness of the socket shield technique (SST), an innovative surgical method introduced in 2010, for reducing buccal bone plate resorption. Methods: The review was conducted following the PRISMA guidelines. Clinical studies conducted in humans and investigating the SST were searched on PubMed (MEDLINE), Embase, Web of Knowledge, and Google Scholar in November and December 2021. The implant survival rate, percentage of complications, and clinical parameters (marginal bone loss [MBL], pink esthetic score [PES], and buccal bone plate resorption [BBPR]) were analyzed using the collected data. Results: The initial search resulted in 132 articles. After article screening, the full texts of 19 studies were read and 17 articles were finally included in the review. In total, 656 implants were installed with the SST. Nine of the 656 implants experienced failure, resulting in an implant survival rate of 98.6%. The percentage of complications was about 3.81%. The analysis of clinical parameters (MBL, PES, and BBPR), showed favorable results for the SST. The mean MBL in implants placed with the SST was 0.39±0.28 mm versus 1.00±0.55 mm in those placed without the SST. PES had a better outcome in the SST group, with an average of 12.08±1.18 versus 10.77±0.74. BBPR had more favorable results in implants placed with the SST (0.32±0.10 mm) than in implants placed with the standard technique (1.05±0.18 mm). Conclusions: The SST could be considered beneficial for preserving the buccal bone plate. However, since only 7 of the included studies were long-term randomized controlled trials comparing the SST with the standard implant placement technique, the conclusions drawn from this systematic review should be interpreted with caution.

모수화된 해면 냉각을 활용한 태풍 모의 실험 (Typhoon Simulation with a Parameterized Sea Surface Cooling)

  • 이두호;권혁조;원성희;박선기
    • 대기
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    • 제16권2호
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    • pp.97-110
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    • 2006
  • This study investigates the response of a typhoon model to the change of the sea surface temperature (SST) throughout the model integration. The SST change is parameterized as a formulae of which the magnitude is given as a function of not only the intensity and the size but the moving speed of tropical cyclone. The formulae is constructed by referring to many previous observational and numerical studies on the SST cooling with the passage of tropical cyclones. Since the parameterized cooling formulae is based on the mathematical expression, the resemblance between the prescribed SST cooling and the observed one during the period of the numerical experiment is not complete nor satisfactory. The agreements between the prescribed and the observed SST even over the swath of the typhoon passage differ from case to case. Numerical experiments are undertaken with and without prescribing the SST cooling. The results with the SST cooling do not show clear evidence in improving the track prediction compared to those of the without-experiments. SST cooling in the model shows its swath along the incomplete simulated track so that the magnitude and the distribution of the sea surface cooling does not resemble completely with the observed one. However, we have observed a little improvement in the intensity prediction in terms of the central pressure of the tropical cyclone in some cases. In case where the model without the SST treatment is not able to yield a correct prediction of the filling of the tropical cyclone especially in the decaying stage, the pulling effect given by the SST cooling alleviates the over-deepening of the model so that the central pressure approaches toward the observed value. However, the opposite case when the SST treatment makes the prediction worse may also be possible. In general when the sea surface temperature is reduced, the amount of the sensible and the latent heat from the ocean surface become also reduced, which results in the weakening of the storms comparing to the constant SST case. It turns out to be the case also in our experiments. The weakening is realized in the central pressure, maximum wind, horizontal temperature gradient, etc.