• 제목/요약/키워드: sensitivity term

검색결과 435건 처리시간 0.024초

FAO Penman-Monteith 기준증발산식 민감도 분석 (Sensitivity analysis of the FAO Penman-Monteith reference evapotranspiration model)

  • 임창수
    • 한국수자원학회논문집
    • /
    • 제56권4호
    • /
    • pp.285-299
    • /
    • 2023
  • 증발산량을 산정하는 것은 수자원 관리에서 매우 중요한 요소이고, 많은 연구자들에 의해서 FAO Penman-Monteith (FAO P-M) 식이 기준증발산량을 산정을 위해 적용되고 있다. 하지만 FAO P-M 식에는 다양한 입력 변수들이 적용되어서, 이들 입력변수들의 영향력을 파악하는 것은 필요하다. 따라서 본 연구에서는 우리나라 56개 연구지역을 대상으로 8개의 기상요소들(최고기온, 최저기온, 풍속, 상대습도, 일사량, 증기압부족, 순복사량, 지중열유동)과 FAO Penman-Monteith (FAO P-M) 기준증발산식의 에너지항과 공기동력항, 그리고 고도의 변화에 따른 FAO P-M 기준증발산량 산정에 미치는 영향을 분석하였다. 이를 위해 다른 변량들은 고정한 상황에서 각 특정 변량을 10% 증가시킴에 따른 기준증발산량의 변화를 평가하기 위해 상대 민감도분석을 실시하였다. 또한 5개 대표 지역을 선정하여 그 지역들에 대해서 월별 민감도분석을 실시하고자 군집분석을 이용하여 56개 연구지역을 5개로 분류하였다. 분석결과에 의하면 56개 연구지역에서 8개의 기상요소 중에서 순복사량이 가장 민감한 것으로 나타났고, 다음으로 상대습도, 일사량, 최고기온, 증기압부족, 풍속, 최저기온 순으로 나타났다. 지중열유동은 가장 덜 민감한 요소인 것으로 나타났다. 지표면 특성의 경우, 고도는 매우 낮은 양의 상대 민감도를 보였다. FAO P-M 기준증발산식의 에너지항과 공기동력항의 상대적 민감도는 에너지항이 0.707, 공기동력항이 0.293을 보여서 에너지항이 공기동력항보다 기준증발산량 산정에 기여도가 더 큰 것으로 나타났다. 월별 민감도분석에 의하면 기상 요소별 민감도는 계절적인 영향을 보이는 것으로 나타났고, 고도의 상대민감도는 지역 간 서로 다른 양상을 보였다. 따라서 FAO P-M 식 적용을 위해서는 입력변수의 지역적, 계절적 민감도 차이를 고려해야할 것으로 판단된다.

An improvement of Simplified Atmospheric Correction : MODIS Visible Channel

  • Lee, Chang-Suk;Han, Kyung-Soo
    • 대한원격탐사학회지
    • /
    • 제25권6호
    • /
    • pp.487-499
    • /
    • 2009
  • Atmospheric correction of satellite measurements is a major step to estimate accurate surface reflectance of solar spectrum channels. In this study, Simplified Method for the Atmospheric Correction (SMAC) radiative transfer model used to retrieve surface reflectance from MODIS (MODerate resolution Imaging Spectrometer) top of atmosphere (TOA) reflectance. It is fast and simple atmospheric correction method, so it uses for work site operation in various satellite. This study attempts a test of accuracy of SMAC through a sensitivity test to detected error sources and to improve accuracy of surface reflectance using SMAC. The results of SMAC as compared with MODIS surface reflectance (MOD09) was represented that low accuracy ($R^2\;=\;0.6196$, Root Means Square Error (RMSE) = 0.00031, bias = - 0.0859). Thus sensitivity analysis of input parameters and coefficients was conducted to searching error sources. Among the input parameters, Aerosol Optical Depth (AOD) is the most influence input parameter. In order to modify AOD term in SMAC code, Stepwise multiple regression was performed with testing and remove variable in three stages with independent variables of AOD at 550nm, solar zenith angle, viewing zenith angle. Surface reflectance estimation by using Newly proposed AOD term in the study showed that improve accuracy ($R^2\;=\;0.827$, RMSE = 0.00672, bias = - 0.000762).

Numerical analysis of the venturi flowmeter in the liquid lead-bismuth eutectic circuit after long-term operation

  • Zhichao Zhang;Rafael Macian-Juan;Xiang Wang
    • Nuclear Engineering and Technology
    • /
    • 제56권3호
    • /
    • pp.1081-1090
    • /
    • 2024
  • The liquid Lead-bismuth eutectic is used as the coolant for Gen-IV reactor concepts. However, due to its strong corrosive and high operating temperature, it is difficult to accurately measure the flow rate in long-term operating conditions. Venturi flowmeter is a simple structured flowmeter, which plays a very important role in the flow measurement of high-temperature liquid metals, especially since the existing flowmeters are difficult to be competent. It has the advantages of easy maintenance and stable operation. Therefore, it is necessary to study the operating conditions of the venturi flowmeter under high-temperature conditions. This work performs a series of simulations of the fluid-solid interaction between the flow liquid metal and venturi flowmeter with COMSOL software, including the dimensional sensitivity analysis of the venturi flowmeter to explore the most suitable structure and parameters for liquid heavy metal, the sensitivity analysis of the geometric parameters of the venturi tube on the varying conditions. It shows that when the contraction angle of the venturi flowmeter is 33°, the diffusion angle is 13°, the diameter of the throat is 8 mm, and the temperature of the lead-bismuth eutectic is 733.15 K, it is most suitable for the measurement in the lead-bismuth circuit.

Improvement of Long-term Stability in $SnO_2$ Based Gas Sensor for Monitoring Offensive Odor

  • Park, Jong-Hun;Kim, Kwang-Ho
    • The Korean Journal of Ceramics
    • /
    • 제6권3호
    • /
    • pp.304-308
    • /
    • 2000
  • WO$_3$/SnO$_2$ceramics has been suggested as an effective sensing material for monitoring offensive odor or pollutant gases. This work was focussed on improving long-term stability, which has been a principal problem generally taking place in SnO$_2$semiconductor gas sensor. Miniaturized thick film gas sensors were fabricated by screen printing technique. Two types of sensor materials, W doped SnO$_2$and WO$_3$mixed SnO$_2$, were comparatively investigated on those long-term stability and sensitivites to several gases. Small amount of W doping(0.1 mol%) into SnO$_2$largely improved the long-term stability. The W(0.1 mol%) doped SnO$_2$gas sensor had higher sensitivities to both acetone and alcohol compared with WO$_3$(5 wt%) mixed SnO$_2$gas sensor. On the contrary, WO$_3$(5 wt%) mixed SnO$_2$gas sensor showed more superior sensitivity to cigarette smoke due to larger W content.

  • PDF

뒷산 체험 활동이 아동의 환경 감수성과 인지 능력에 미치는 영향 (The Effects of the Forest Experience on Elementary Students' Environmental Sensitivity and Cognition Ability)

  • 김정숙;정미선
    • 한국환경교육학회지:환경교육
    • /
    • 제22권4호
    • /
    • pp.14-25
    • /
    • 2009
  • The purpose of this study was to investigate the effects of the forest experience on elementary students' environmental sensitivity and cognition ability. The forest experience was applied to the experimental group and the control group was taught by the traditional teaching method focused on teachers' lecture for 8 lessons. The pre-test, the 1st, and 2nd post-test for environmental sensitivity were applied to both groups to analyze the effects of the forest experience. After then the results were analyzed by One-way ANOVA and ANCOVA. And the narration test for cognition ability on learning a environmental context was applied to only the experimental group and the results were analyzed. As a result, the students' environmental sensitivity was not significantly different(p<.05) between experimental and control groups in terms of the pre-test score. However, the 1st and 2nd post-test scores of experimental group were significantly higher than those of the control group in term of the level of environmental sensitivity(F=9.28, p<.01, F=10.95, p<.01). The results of the forest experience in the aspect of cognition ability, 'the sound of nature(61%)', 'the smiling forest path which blooming out(57%)', and 'one's own places(52%) were high but 'the kinds and characteristics of the roots(30%)' was low. In conclusion, the forest experience made a positive effect on the students' environmental sensitivity and cognition ability through the direct observation, data collection, and analysis on the nearby natural environment.

  • PDF

Radiation Activity of Safety-Related Fission Products of DUPIC Fuel

  • Ryu, Ho-Jin;Park, Chang-Je;Park, Hangbok;Song, Kee-Chan
    • 한국방사성폐기물학회:학술대회논문집
    • /
    • 한국방사성폐기물학회 2004년도 학술논문집
    • /
    • pp.397-398
    • /
    • 2004
  • It is important to estimate the radiation activity of the nuclear fuel which is a source term of the loss of coolant accident. The purpose of this study is to identify the most important parameters of the source term calculation based on three fuel types: typical natural uranium CANDU fuel, slightly enriched uranium and DUPIC fuel. The characteristics of the radiation source term were analyzed through sensitivity calculations of the linear power, fuel turnup, and the power shape.(omitted)

  • PDF

LONG-TERM STREAMFLOW SENSITIVITY TO RAINFALL VARIABILITY UNDER IPCC SRES CLIMATE CHANGE SCENARIO

  • Kang, Boo-sik;Jorge a. ramirez, Jorge-A.-Ramirez
    • Water Engineering Research
    • /
    • 제5권2호
    • /
    • pp.81-99
    • /
    • 2004
  • Long term streamflow regime under virtual climate change scenario was examined. Rainfall forecast simulation of the Canadian Global Coupled Model (CGCM2) of the Canadian Climate Center for modeling and analysis for the IPCC SRES B2 scenario was used for analysis. The B2 scenario envisions slower population growth (10.4 billion by 2010) with a more rapidly evolving economy and more emphasis on environmental protection. The relatively large scale of GCM hinders the accurate computation of the important streamflow characteristics such as the peak flow rate and lag time, etc. The GCM rainfall with more than 100km scale was downscaled to 2km-scale using the space-time stochastic random cascade model. The HEC-HMS was used for distributed hydrologic model which can take the grid rainfall as input data. The result illustrates that the annual variation of the total runoff and the peak flow can be much greater than rainfall variation, which means actual impact of rainfall variation for the available water resources can be much greater than the extent of the rainfall variation.

  • PDF

Regression models generated by gamma random variables with long-term survivors

  • Ortega, Edwin M.M.;Cordeiro, Gauss M.;Hashimoto, Elizabeth M.;Suzuki, Adriano K.
    • Communications for Statistical Applications and Methods
    • /
    • 제24권1호
    • /
    • pp.43-65
    • /
    • 2017
  • We propose a flexible cure rate survival model by assuming that the number of competing causes of the event of interest has the Poisson distribution and the time for the event follows the gamma-G family of distributions. The extended family of gamma-G failure-time models with long-term survivors is flexible enough to include many commonly used failure-time distributions as special cases. We consider a frequentist analysis for parameter estimation and derive appropriate matrices to assess local influence on the parameters. Further, various simulations are performed for different parameter settings, sample sizes and censoring percentages. We illustrate the performance of the proposed regression model by means of a data set from the medical area (gastric cancer).

입력변수의 조건에 따른 대기확산모델의 민감도 분석 (Sensitivity Analysis of the Atmospheric Dispersion Modeling through the Condition of Input Variable)

  • 정진도;김장우;김정태
    • 한국환경과학회지
    • /
    • 제14권9호
    • /
    • pp.851-860
    • /
    • 2005
  • In order to how well predict ISCST3(lndustrial Source Complex Short Term version 3) model dispersion of air pollutant at point source, sensitivity was analysed necessary parameters change. ISCST3 model is Gaussian plume model. Model calculation was performed with change of the wind speed, atmospheric stability and mixing height while the wind direction and ambient temperature are fixed. Fixed factors are wind direction as the south wind(l80") and temperature as 298 K(25 "C). Model's sensitivity is analyzed as wind speed, atmospheric stability and mixing height change. Data of stack are input by inner diameter of 2m, stack height of 30m, emission temperature of 40 "C, outlet velocity of 10m/s. On the whole, main factor which affects in atmospheric dispersion is wind speed and atmospheric stability at ISCST3 model. However it is effect of atmospheric stability rather than effect of distance downwind. Factor that exert big influence in determining point of maximum concentration is wind speed. Meanwhile, influence of mixing height is a little or almost not.

해상풍력발전기 모노파일 설계민감도해석 및 최적설계 (Design Sensitivity and Optimum Design of Monopile Support Structure in Offshore Wind Turbine)

  • 이지현;김수영
    • 대한조선학회논문집
    • /
    • 제51권1호
    • /
    • pp.78-87
    • /
    • 2014
  • Recently the offshore wind turbine development is requested to be installed off south-west coast and Jeju island in Korea. Reliable and robust support structures are required to meet the demand on the offshore wind turbine in harsh and rapidly varying environmental conditions. Monopile is the most preferred substructure in shallow water with long term experiences from the offshore gas and oil industries. This paper presents an optimum design of a monopile connection with grouted transition piece (TP) for the reliable and cost-effective design purposes. First, design loads are simulated for a 5 MW offshore wind turbine in site conditions off the southwest coast of Korea. Second, sensitivity analysis is performed to investigate the design sensitivity of geometry and material parameters of monopile connection based on the ultimate and fatigue capacities according to DNV standards. Next, optimization is conducted to minimize the total mass and resulted in 30% weight reduction and the optimum geometry and material properties of the monopile substructure of the fixed offshore wind turbine.