• Title/Summary/Keyword: Water qualify model

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A Development of Real Time Artificial Intelligence Warning System Linked Discharge and Water Quality (I) Application of Discharge-Water Quality Forecasting Model (유량과 수질을 연계한 실시간 인공지능 경보시스템 개발 (I) 유량-수질 예측모형의 적용)

  • Yeon, In-Sung;Ahn, Sang-Jin
    • Journal of Korea Water Resources Association
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    • v.38 no.7 s.156
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    • pp.565-574
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    • 2005
  • It is used water quality data that was measured at Pyeongchanggang real time monitoring stations in Namhan river. These characteristics were analyzed with the water qualify of rainy and nonrainy periods. TOC (Total Organic Carbon) data of rainy periods has correlation with discharge and shows high values of mean, maximum, and standard deviation. DO (Dissolved Oxygen) value of rainy periods is lower than those of nonrainy periods. Input data of the water quality forecasting models that they were constructed by neural network and neuro-fuzzy was chosen as the reasonable data, and water qualify forecasting models were applied. LMNN, MDNN, and ANFIS models have achieved the highest overall accuracy of TOC data. LMNN (Levenberg-Marquardt Neural Network) and MDNN (MoDular Neural Network) model which are applied for DO forecasting shows better results than ANFIS (Adaptive Neuro-Fuzzy Inference System). MDNN model shows the lowest estimation error when using daily time, which is qualitative data trained with quantitative data. The observation of discharge and water quality are effective at same point as well as same time for real time management. But there are some of real time water quality monitoring stations far from the T/M water stage. Pyeongchanggang station is one of them. So discharge on Pyeongchanggang station was calculated by developed runoff neural network model, and the water quality forecasting model is linked to the runoff forecasting model. That linked model shows the improvement of waterquality forecasting.

Auto Calibration of Water Quality Modeling Using NGIS (NGIS자료와 연계한 수질모의 결과의 자동보정)

  • Han, Kun Yeun;Lee, Chang Hee;Kim, Kang Mo
    • Proceedings of the Korea Water Resources Association Conference
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    • 2004.05b
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    • pp.1400-1403
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    • 2004
  • The current industrial development and the Increase of population along Nakdong River have produced a rapid Increase of wastewater discharge. This has resulted in problem of water quality control and management. Although many efforts have been carried out, water quality has not significantly improved. The goal of this study is to design a NGIS-based water quality management system for the scientific water quality control and management in the Nakdong River. For general water quality analysis, QULA2E model was applied to the Nakdong River. A sensitivity analysis was made to determine significant parameters and an optimization was made to estimate optimal values. The calibration and verification were performed by using observed water quality data for Nakdong River. A water qualify management system for Nakdong River was made by connecting the QUAL2E model to ArcView. It allows a Windows-based Graphic User Interface(GUI) to implement all operation with regard to water quality analysis. The modeling system in this study will be an efficient NGIS for planning of water quality management.

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Application of GWLF Model to Predict Watershed Pollutant Loadings (오염부하량 산정을 위한 GWLF 모형의 적용)

  • Jang, Jung-Seok;Lee, Nam-Ho
    • Journal of Korean Society of Rural Planning
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    • v.7 no.1 s.13
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    • pp.77-88
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    • 2001
  • In order to evaluate the applicability of GWLF model which can efficiently estimate non-point and point source pollutant loadings in rural watershed including urban district, the model was applied to an experimental watershed. The model was calibrated using observed data such as daily runoffs, sediment yields, T-N, and T-P. Simulated daily runoffs and sediment yields by the model using calibrated parameters were in food agreement with the observed data. There were difference between the simulated and observed nutrient loading which was considered resonable. The simulated results by the model showed that T-N, T-P and sediment yields were dependent on the amount of stream runoff discharge and land use. GWLF model is believed to applicable to estimate amount of pollutant loading of non-point source pollution for the water qualify control of agricultural watersheds.

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Application of steady and unsteady water qualify model on the Geum River (금강유역에 대한 정상 및 비정상상태 하천수질모형의 적용)

  • Noh Joonwoo;Ko Ick Hwan;Kim Young Do;Chung Se Woong
    • Proceedings of the Korea Water Resources Association Conference
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    • 2005.05b
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    • pp.1348-1352
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    • 2005
  • 본 논문에서는 두 가지 대표적인 하천수질모형을 금강유역에 대하여 구축하고 이들을 비교분석하였다. 정상상태 모형은 범용으로 사용되는 QUAL2E, 비정상상태 모형으로는 CE-QUAL-RIV1을 선택하여 동일한 반응계수 및 경계조건 하에서 두 모형의 계산결과를 비교하였다. 두가지 수질모형을 이용하여 대청댐 이하 금강본류의 수질모의를 실시하고 각 모형에 대한 수질변동을 파악하기 위하여 적용된 방정식을 서로 비교하였다. 두 모형을 동일한 정상상태로 구성하였을 때 그 결과값과 변동양상은 매우 비슷하였으며 특히 BOD와 DO, 및 $NH_3-N$의 경우 일치도가 상당히 높았다. 그러나 특정수질인자 즉, 용존인과 같은 항목은 상당한 차이를 보였다. 이러한 모의결과를 바탕으로 각 모형의 민감도 분석을 바탕으로 각 수질항목에 지배적으로 작용하는 매개변수를 정리하고 도표화 하였다.

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Application of Realtime Monitoring of Oceanic Conditions in the Coastal Water for Environmental Management

  • Choi, Yang-Ho;Ro, Young-Jae
    • Journal of the korean society of oceanography
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    • v.39 no.2
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    • pp.148-154
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    • 2004
  • This study describes the realtime monitoring system for water quality conditions in coastal waters. Some issues on the data qualify control and quality analysis are examined along with examples of erroneous data. Three different cases of database produced by the realtime monitoring system are presented and analyzed, namely 1) hypoxic condition, 2) over-saturated D.O. and 3) short-term variability of temperature and D.O. In utilizing the realtime database, D.O. prediction and warning models are developed based on autoregressive stochastic process. The model is very simple, yet, users in various levels from powerful and useful with its ability to send warning messages to users in varous levels from governmental administrative staff to local fisherman, and give them some allowances to cope with the situation.

The Parameter Estimation of WASP Model for Water Quality Prediction (수질예측을 위한 WASP7 모형 매개변수의 추정)

  • Ahn, Seung-Seop;Seo, Myung-Joon;Park, Ro-Sam;Jeong, Khang-Ok
    • Journal of Environmental Science International
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    • v.16 no.5
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    • pp.623-632
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    • 2007
  • The objective of this study is analysis of Andong-Dam lake water quality with water quality model. Model parameters of the WASP applied to Lake Andong-Dam were estimated. The methodology is based on grouping water quality constituents and relevant parameters and successively estimating parameters by a trial-and-error procedure. Water qualify system for modeling consisted of BOD, DO, T-N, T-P. The results of water quality modelling using WASP. T-N was maximum affected by K71C(Organic nitrogen mineralization rate) parameter. T-P was maximum affected by K83C(Dissolved organic phosphorus mineralization) parameter, and It did not show a difference almost from the parameter of others and it omitted. BOD was maximum affected by Temperature parameter, it was visible of the reaction due to the KDC(Deoxygenation rate) in afterwords, and it did not show a difference from the parameter of others and it omitted. DO was maximum affect by Temperature parameter, and It did not show a difference almost from the parameter of others and it omitted. The parameter which it presumes from the this study uses a water quality modeling and Actual value and the result with which it compares, error rate the parameter presumption which is appropriate with 1% interior and exterior is investigated, It will reach and it uses and it will be able to apply to the suitable parameter in water quality modelling of the objective area which can be feeded by it becomes.

A Modeling of Intermittent-Hydraulic-Gun-Aerator (간헐식 폭기형 수체순환장치 모델링)

  • Song, Mu-Seok;Seo, Dong-Il
    • Journal of the Society of Naval Architects of Korea
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    • v.42 no.3
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    • pp.183-189
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    • 2005
  • A modeling of a hydraulic-gun-aerator is proposed to set up a design procedure for such devices. The aerators are used to destroy any thermal stratification that are responsible for the degradation of water qualify of lakes. The aerator produces ascending flow by using air bubbies released instantly near the bottom of the lake into a cylindrical pipe installed vertically. Differently form the diffuser-aerators, they can pull up the cold, oxygen depleted water directly to the region of the free surface, and they are believed to work effectively especially for relatively deeper lakes. Their design procedure has not been established yet though, and we propose a model focusing on the exit flow velocity at the top of the aerator through the examination of presently operating devices.

Application to the Water and Sediment Model for the Management of Water Quality in Eutrophicated Seto Inland Sea, Japan (부영양화된 뢰호내해의 수질관리를 위한 수ㆍ저질예측모델의 적용)

  • Lee In Cheol;Chang Sun-duck;Kim Jong Kyu;Ukita Masao
    • Journal of the Korean Society for Marine Environment & Energy
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    • v.1 no.2
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    • pp.96-108
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    • 1998
  • The management of water quality and fishery resources with a major environmental problem in eutrophic coastal sea is studied. The numerical experiments using the water-sediment quality model (WSQM) were carried out for the management of water quality at the Seto Inland Sea in Japan. The results of long-term water quality simulation showed responses of seawater quality to input loads to vary in different localities. A formula roughly forecasting water qualify to estimate the effect of loading abatement was proposed. The simulation for the improvement of seawater quality showed the abatements of nutrient loads such as total phosphorus (TP) and total nitrogen (TN) as well as organic loads such as chemical oxygen demand (COD) to be peformed in the eastern Seto Inland Sea from Bisan Seto to Osaka Bay. On the other hand, it is indicated that the increase of loading leads to the increase of primary production. while not straightly to the increase of fish production for the catch of fisheries.

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Prediction of the Pollutant Loading into Estuary Lake according to Non-cultivation and Cultivation conditions of Reclaimed Tidal Land (담수호 유입 오염부하량의 간척농지 영농 전.후 변화 예측)

  • Yoon, Kwang-Sik;Choi, Soo-Myung;Yang, Hong-Mo;Han, Kuk-Heon;Han, Kyung-Soo
    • Journal of Korean Society of Rural Planning
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    • v.7 no.1 s.13
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    • pp.27-36
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    • 2001
  • Estimation of current and future loading from watershed is necessary for the sound management of water quality of an estuary lake. Pollution sources of point and non-point source pollution were surveyed and Identified for the Koheung watershed. Unit factor method was used to estimate potential pollutant load from the watershed of current conditions. Flow rate and water qualify of base flow and storm-runoff were monitored in the main streams of the watershed. Estimation of runoff pollutant loading from the watershed into the lake in current conditions was conducted by GWLF model after calibration using observed data. Prospective pollutant loading from the reclaimed paddy fields under cultivation conditions was estimated using the modified CREAMS model. As a result, changes of pollutant loading into estuary lake according to non-cultivation and cultivation conditions of reclaimed tidal land were estimated.

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Application of Remote Sensing Technique to Enhance the Water Quality Model Validation in a Large Water Body (원격탐사를 이용한 대형 수체의 수질 모델 검증 효과 제고 방안에 관한 연구)

  • Lim, Hyun-Ju;Choi, Jung-Hyun;Park, Seok-Soon
    • Journal of Korean Society of Environmental Engineers
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    • v.28 no.4
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    • pp.447-452
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    • 2006
  • The remote sensing technique was applied to enhance the water qualify model validation in a large water body. Since the satellite image usually covers the wide surface area of a large water body, it can compensate for the lark of measured data points required for model calibration and verification. This paper describes the analysis of Landsat FTM+images collected on April 29th and September 4th in year 2000 to evaluate surface water temperature of Lake Paldang. The water temperature data obtained from the satellite image were compared with model results by estimating three different methods of error criteria. The residual ratios on April 29th and September 4th were 0.13 and 0.04 respectively. This showed that the model result accords with the data obtained from the process of satellite image. Without considering atmospheric interference, however, transformation process of satellite image causes relatively large residual ratio in the surface water temperature distribution pattern on April 29th. In the future study, therefore, the atmospheric properties of image acquisition point needs to be considered for the application of radiance transformation model.