• Title/Summary/Keyword: 농도의 연직분포

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Parameter Estimation of Coastal Water Quality Model Using the Inverse Theory (역산이론을 이용한 연안 수질모형의 매개변수 추정)

  • Cho, Hong-Yeon;Cho, Bum-Jun;Jeong, Shin-Taek
    • Journal of Korean Society of Coastal and Ocean Engineers
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    • v.17 no.3
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    • pp.149-157
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    • 2005
  • Typical water quality (WQ) parameters defined in the governing equation of the WQ model are the pollutant loads from atmosphere and watersheds, pollutant release rates from sediment, diffusion coefficient and reaction coefficient etc. The direct measurement of these parameters is very difficult as well as requires high cost. In this study, the pollutant budget equation including these parameters was used to construct the linear simultaneous equations. Based on these equations, the inverse problems were constructed and WQ parameter estimation method minimizing the sum of squared errors between the computed and observed amounts of the mass changes was suggested. WQ parameters, i.e., the atmospheric pollutant loads, sediment release rates, diffusion coefficients and reaction coefficient, were estimated using .this method by utilizing the vertical concentration profile data which has been observed in Cheonsu Bay and Ulsan Port. Values of the estimated parameters show a large temporal variation. However, this technique is persuasive in that the RHS (root mean square) error was less than $5.0\%$ of the observed value ranges and the agreement index was greater than 0.95.

A Study on Mixing Behavior of Dredging Turbidity Plume Using Two-Dimensional Numerical Model (이차원 수치모형을 이용한 준설 탁도플륨의 혼합거동 연구)

  • Park, Jae Hyeon;Kim, Young Do;Lee, Man Soo
    • Journal of Wetlands Research
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    • v.15 no.1
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    • pp.59-69
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    • 2013
  • The numerical simulations were performed to analyze the advection-diffusion processes of dredging-induced turbidity plume using RMA2 and RMA4 models in Bunam reservoir, Seosan, Chungnam. Field survey was also performed to measure the turbidity using the multi water quality monitoring system (YSI6600EDS). In the field survey, the vertical and horizontal distributions of the turbidity were measured during the dredging operation in Bunam reservoir. RMA2 model was used to simulate the velocity distributions in both the whole domain and the 2nd part of Bunam reservoir. RMA4 model was also used to simulate the concentration distribution in only the 2nd part of Bunam reservoir, where the dredging work were conducted. The comparison of the simulation results with the field data for the advection-diffusion of the turbidity plume using the concentration ratio concepts shows that the numerical model can be applied to analyze the environmental impact of dredging works.

A Study on the Vertical Distributions of the Concentration in Suspended Sedimentations (부유유사의 연직농도분포에 관한 연구)

  • 유시창;김희종
    • Magazine of the Korean Society of Agricultural Engineers
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    • v.24 no.4
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    • pp.80-91
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    • 1982
  • To precict the suspended sediments which are 80% of total sediments in a flood disch- arge, an equation representing vertical distribution of sediment concentration was derived based upon the diffusion theory and the logalithmic velocity distribution function in the tubulent flow mechanism. The hypothesis that the uniform mass transfer is occurred at upper part along the center line of water depth, was established as a preconition to solve the problem. The theorecal and the observed values were compared. And the theoretical equation was modified to be fit the theoretical values the observed values. Observed results are as follow; 1) Equation 12) is the theoretical equation representing the vertical concentration distri- bution of suspended sedimenta 2) Rous&exonential type vertical concentration distribution equation shows signification errors near the water surface. But the equation 12) shows substation cocentration values near the water surface. 3) Equation 15) is the modified theoretical equation which is possible to predict the vertical concentration distribution of suspended sediments.

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Principles and Applications of Multi-Level H2O/CO2 Profile Measurement System (다중 수증기/이산화탄소 프로파일 관측 시스템의 원리와 활용)

  • Yoo, Jae-Ill;Lee, Dong-Ho;Hong, Jin-Kyu;Kim, Joon
    • Korean Journal of Agricultural and Forest Meteorology
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    • v.11 no.1
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    • pp.27-38
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    • 2009
  • The multi-level profile system is designed to measure the vertical profile of $H_2O$ and $CO_2$ concentrations in the surface layer to estimate the storage effects within the plant canopy. It is suitable for long-term experiments and can be used also in advection studies for estimating the spatial variability and vertical gradients in concentration. It enables the user to calculate vertical fluxes of water vapor, $CO_2$ and other trace gases using the surface layer similarity theory and to infer their sources or sinks. The profile system described in this report includes the following components: sampling system, calibration and flow control system, closed path infrared gas analyzer(IRGA), vacuum pump and a datalogger. The sampling system draws air from 8 inlets into the IRGA in a sequence, so that for 80 seconds air from all levels is measured. The calibration system, controlled by the datalogger, compensates for any deviations in the calibration of the IRGA by using gas sources with known concentrations. The datalogger switches the corresponding valves, measures the linearized voltages from the IRGA, calculates the concentrations for each monitoring level, performs statistical analysis and stores the final data. All critical components are mounted in an environmental enclosure and can operate with little maintenance over long periods of time. This report, as a practical manual, is designed to provide helpful information for those who are interested in using profile system to measure evapotranspiration and net ecosystem exchanges in complex terrain.

Experimental Investigation of Storage Effect of Pollutant Transport at Notch Installed Weir (노치 위어에서 오염물질 저장대 특성에 관한 실험적 연구)

  • Seo, Il Won;Jung, Sung Hyun
    • Proceedings of the Korea Water Resources Association Conference
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    • 2020.06a
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    • pp.53-53
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    • 2020
  • 오염물질 유출 사고가 발생했을 경우 안전한 수자원의 관리 및 공급을 위해 오염물질의 혼합거동에 대한 정확한 해석이 필요하다. 하천에 유입된 오염물질의 혼합 거동에 영향을 미치는 인자들은 다양하지만, 수리구조물 등에 의해 발생한 저흐름 영역에 의해 오염물질이 정체되는 현상에 대한 연구는 아직 미흡한 실정이다. 특히, 국내 하천에는 약 33,000여 개가 넘는 취수보가 설치되어 있으며, 이 보들은 대부분 광정보 형태의 농업용수 취수를 목적으로 하고 있다. 이러한 보에는 저유량 시기에 보 상하류간의 흐름을 원활하게 하기 위한 노치(notch) 형태의 배수로가 설치되어 있으며, 노치로 인하여 보 상류쪽에 연직방향 뿐만 아닌 수평방향 흐름장의 변화 및 저흐름 영역이 형성된다. 따라서 본 연구에서는, 노치가 설치된 보 구조물 주변에서의 수평 방향 흐름 구조 및 오염물질의 혼합 거동을 분석하여 하천 저장대 모형의 매개변수를 산정하였다. 저흐름 영역에 의하여 오염물질의 정체현상이 발생할 경우, 일반적으로 오염물질 혼합 해석에 사용되는 Fickian 이송-확산 모형은 농도의 공간 분포를 잘 재현하지 못하기 때문에 non-fickian 모형인 하천 저장대 모형이 널리 사용되고 있다. 하천 저장대 모형에서의 주요 매개변수로는 저장대 영역(저흐름 영역)의 면적과 질량교환계수가 있으며, 본 연구에서는 노치의 조건 변화에 따른 저장대 영역 및 질량교환계수의 변화를 분석하기 위하여 수리실험을 수행하였다. 노치의 조건 변화에 따른 저장대 모형의 매개변수 산정을 위하여 보 구조물이 설치되어 있는 개수로에서 수리실험을 수행하였으며, 광범위의 수평방향 흐름구조 및 오염물질의 혼합거동을 분석하기 위하여 LSPIV(Large Scale Particle-Image-Velocimetry) 및 PCA(Planar-Concentration-Analysis) 기법을 이용하여 유속 및 오염물질의 농도자료를 취득하였다. 취득된 유속 자료 및 농도자료를 바탕으로 보 상류에 위치한 저흐름영역의 크기 및 저흐름 영역과 주 흐름 영역 사이의 농도변화를 분석하였다. 실험자료 분석결과, 노치의 간격이 커질수록 저흐름영역의 크기 또한 증가하였으며, 오염물질의 체류시간 또한 증가하는 것으로 밝혀졌다.

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The Vertical Distribution Patterns of Long Range Transported SO2 in Korea Peninsula (한반도 서해상으로 장거리 이동하는 SO2의 농도 및 연직분포 특징)

  • Han, J.S.;Ahn, J.Y.;Hong, Y.D.;Kong, B.J.;Lee, S.J.;Sunwoo, Y.
    • Journal of Korean Society for Atmospheric Environment
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    • v.20 no.5
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    • pp.671-683
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    • 2004
  • This study was carried out to understand long-range transport of $SO_2$ using aircraft measurements for the identification of it's horizontal and vertical concentration and distribution pattern. Thirteen missions of aircraft measurements have been done around 37$^{\circ}$00'/124$^{\circ}$30' from October 1997 to November 2001. Concentrations of $SO_2$ was 1.5~2.0 ppb in the below mixing layer, 0.6~1.1 ppb in the above mixing layer. $SO_2$ was found to be relatively higher than marine background level, 0.08~0.2ppb, indicating the western coast being influenced by long-range transport except for the summer season. The vertical distribution of $SO_2$ was classified into 3 groups using its vertical sounding and meteorology pattern; the first is linear decay pattern, the second is exponential decay pattern, and the last is gaussian distribution pattern in the below mixing layer, 2 patterns of linear decay and gaussian distribution patterns in the upper layer. It is founded that vertical distribution pattern is strongly dependent on meteorological condition, for example atmospheric stability and predominant air flow.

3-D Applicability of the ESCORT Model - Simulation of Freshwater Discharge (ESCORT 모형의 3차원 적용성 - 담수방류 모의)

  • Kang, Ju-Whan;Kim, Yang-Seon;Park, Seon-Jung;So, Jae-Kwi
    • Journal of Korean Society of Coastal and Ocean Engineers
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    • v.21 no.3
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    • pp.230-240
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    • 2009
  • The ESCORT model is applied at Mokpo coastal zone to analyze the effect of fresh water discharge released from the gates of the Youngsan River sea-dyke. Applicability and validity of both 2-D and 3-D hydrodynamic modules could be guaranteed by simulating hydrodynamic feature with ebb dominance characteristics. Then, effects of the released discharge on the hydrodynamics are investigated. And analysis of the effects on diffusion phenomena show that 3-D model is essential for such diffusion modelling. Moreover, vertical salinity distributions near the gates are examined, and the influence range of fresh water is also estimated, which shows that dilution of fresh water is going on slowly because of poor flushing.

The Study of the Oceanic Environment Variations in the Artificial Upwelling Area (인공 용승 해역의 해양 환경 변화에 관한 연구)

  • Kim, Dong-Sun;Hwang, Suk-Bum;Kim, Sung-Hyun;Bae, Sang-Wan;Kheawwongjan, Apitha
    • Proceedings of KOSOMES biannual meeting
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    • 2008.05a
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    • pp.147-151
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    • 2008
  • In Southern Sea of Korea, there are upwelling area where artificial seamount were built and the environment variations (temperature, salinity, nutrient and current) of before and after built seamount were observed between 2002 and 2007. In 2002, before the seamount was built, there had stratification at 20-30m. And in 2007, seamount was built, stratification of the seamount at the front and back of it were changed by 10-40 m and 20-30 m, respectively. To know the reason of this results, we used temperature and salinity using Brunt-Vaisala Frequency and horizontal current using vertical shear and relative vorticity. They showed upwelling was mainly reason that changed the ocean environment.

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Analysis of the mixing effect of the confluence by the difference in water temperature between the main stream and the tributary (본류와 지류의 수온차에 의한 합류부 혼합 양상 분석)

  • Ahn, Seol Ha;Lee, Chang Hyun;Kim, Kyung Dong;Kim, Dong Su;Lyu, Si Wan;Kim, Young Do
    • Proceedings of the Korea Water Resources Association Conference
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    • 2022.05a
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    • pp.175-175
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    • 2022
  • 하천 합류부는 서로 다른 지형학적 특성과 수리학적 특성을 가지는 두 개의 하천이 하나로 합쳐지는 구간으로 급격한 흐름의 변화 및 퇴적물의 유입과 수리학적 지형변화가 발생하는 구간이다. 합류부 구간에서는 물질의 종류 또는 온도차로 인해 밀도 차이로 유체의 흐름이 발생하게 되는데 이것을 밀도류라고 한다. 밀도차이에 의해 성층이 생긴 수체혼합거동을 파악하기 위해서는 본류 및 지류의 일정 구간을 포함하는 합류부 구간에 대한 정밀한 계측 및 관찰이 필요하다. 이러한 수체 혼합에 대한 종합적인 분석은 유속장 및 유량정보를 취득하여 파악할 수 있지만, 성층류가 흐르는 하천의 서로 상이한 물리적 특성과 수질특성을 가지는 수체의 혼합양상 및 그에 따른 물질혼합양상을 파악하는데 한계가 있다. 따라서 본 연구에서는 합류부 구간에서의 수온 분포를 통하여 밀도류를 파악하고자 한다. 하천의 광범위한 데이터 중 연직 자료와 수표면 자료를 취득하였고, 이를 통해 합류부의 성층현상을 확인하고자 하였다. ADCP를 보트 측면에 설치하여 저속운행으로 수리량을 측정하는 방식과 YSI를 이용해 측선설치 없이 측선 선정 후 보트를 이용하여 흐름에 직각인 방향으로 이동하며 실시간 농도를 측정하는 방식으로 얻은 연직자료 중 수온, EC 등의 직독식 센서 데이터 값을 사용하여 수온차에 따른 수체혼합 패턴을 분석하여 합류부의 혼합 양상을 분석 하고자 하였다. 본 연구에서는 기존 수질측정의 한계였던 1차원적인 측정결과가 나타내는 분석결과를 2차원적으로 보완이 가능하며, 비교 분석한 결과를 토대로 밀도류에 따른 혼합양상 결과가 지니는 혼합패턴을 분석한다면 향후 하천 하류구간의 취수장 취수 시스템에 많은 도움을 줄 뿐만 아니라 합류부 구간의 혼합패턴에 따라 수층 내 성층구간의 현황조사 및 혼합특성 파악을 통해 관리방안제시에 사용될 것으로 사료된다.

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Estimation of TROPOMI-derived Ground-level SO2 Concentrations Using Machine Learning Over East Asia (기계학습을 활용한 동아시아 지역의 TROPOMI 기반 SO2 지상농도 추정)

  • Choi, Hyunyoung;Kang, Yoojin;Im, Jungho
    • Korean Journal of Remote Sensing
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    • v.37 no.2
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    • pp.275-290
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    • 2021
  • Sulfur dioxide (SO2) in the atmosphere is mainly generated from anthropogenic emission sources. It forms ultra-fine particulate matter through chemical reaction and has harmful effect on both the environment and human health. In particular, ground-level SO2 concentrations are closely related to human activities. Satellite observations such as TROPOMI (TROPOspheric Monitoring Instrument)-derived column density data can provide spatially continuous monitoring of ground-level SO2 concentrations. This study aims to propose a 2-step residual corrected model to estimate ground-level SO2 concentrations through the synergistic use of satellite data and numerical model output. Random forest machine learning was adopted in the 2-step residual corrected model. The proposed model was evaluated through three cross-validations (i.e., random, spatial and temporal). The results showed that the model produced slopes of 1.14-1.25, R values of 0.55-0.65, and relative root-mean-square-error of 58-63%, which were improved by 10% for slopes and 3% for R and rRMSE when compared to the model without residual correction. The model performance by country was slightly reduced in Japan, often resulting in overestimation, where the sample size was small, and the concentration level was relatively low. The spatial and temporal distributions of SO2 produced by the model agreed with those of the in-situ measurements, especially over Yangtze River Delta in China and Seoul Metropolitan Area in South Korea, which are highly dependent on the characteristics of anthropogenic emission sources. The model proposed in this study can be used for long-term monitoring of ground-level SO2 concentrations on both the spatial and temporal domains.