• Title/Summary/Keyword: Pollution Monitoring

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A Study on Environmental Micro-Dust Level Detection and Remote Monitoring of Outdoor Facilities

  • Kim, Seung Kyun;Mariappan, Vinayagam;Cha, Jae Sang
    • International journal of advanced smart convergence
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    • 제9권1호
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    • pp.63-69
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    • 2020
  • The rapid development in modern industrialization pollutant the water and atmospheric air across the globe that have a major impact on the human and livings health. In worldwide, every country government increasing the importance to improve the outdoor air pollution monitoring and control to provide quality of life and prevent the citizens and livings life from hazard disease. We proposed the environmental dust level detection method for outdoor facilities using sensor fusion technology to measure precise micro-dust level and monitor in realtime. In this proposed approach use the camera sensor and commercial dust level sensor data to predict the micro-dust level with data fusion method. The camera sensor based dust level detection uses the optical flow based machine learning method to detect the dust level and then fused with commercial dust level sensor data to predict the precise micro-dust level of the outdoor facilities and send the dust level informations to the outdoor air pollution monitoring system. The proposed method implemented on raspberry pi based open-source hardware with Internet-of-Things (IoT) framework and evaluated the performance of the system in realtime. The experimental results confirm that the proposed micro-dust level detection is precise and reliable in sensing the air dust and pollution, which helps to indicate the change in the air pollution more precisely than the commercial sensor based method in some extent.

본페로니 다중 분석 기반 대기오염 물질 모니터링 시스템 (Air pollution monitoring system based on Bonferroni multi-analysis)

  • 임병연;임현근;홍성택;정회경
    • 한국정보통신학회논문지
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    • 제24권8호
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    • pp.963-969
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    • 2020
  • 지역 내의 도시들은 인구수, 계절, 교통량, 산업단지 등의 변수에 따라 대기오염의 수치가 다르게 관측되기 때문에 소규모 지역에 대해 정확하게 모니터링을 할 수 없는 문제점이 발생하고 있다. 이러한 문제점을 해결하기 위해 본 논문에서는 인체에 악영향을 미치는 대표적인 대기오염 물질 SO2, PM10, NO2, CO, O3이 관측되는 소규모 지역에 대해 결정계수(Coefficient of determination)를 통해 비교분석 하였다. 그리고 본페로니(Bonferroni) 다중 비교분석을 기반하여 기간별 대기 오염도를 나타내었다. 그리고 모니터링 시스템을 위해 지도를 각 소규모 도시의 좌표와 연동하여 분석 데이터를 기반으로 소규모 도시들에 대한 대기오염 물질을 시각화 하였다. 이를 통해 지역에 대한 대기오염 물질을 보다 정밀하게 사용자에게 모니터링 시스템을 제공할 수 있으며 일상생활에서 대기오염으로 발생할 수 있는 사고로부터 예방할 수 있을 것으로 보인다.

Derivation of Threshold Values for Groundwater in Romania, in order to Distinguish Point & Diffuse Pollution from Natural Background Levels

  • Radu, E.;Balaet, Ruxandra;Vliegenthart, F.;Schipper, P.
    • Environmental Engineering Research
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    • 제15권2호
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    • pp.85-91
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    • 2010
  • Romania aims to adopt and implement the European Union's legislation, also including that for the field of water management. Like other countries, groundwater in Romania is locally polluted from point sources, such as leaking landfills, as well as from diffuse pollution sources, include fertilizers, pesticides and leakages from sewers, in urbanized areas. Diffuse pollution can also occur indirectly, by over-exploitation of groundwater wells, resulting in salt water intrusion, as well as from mining and exploitation of mineral aggregates. Romania has quite an intensive monitoring scheme to measure groundwater quality in phreatic and confined aquifers. The purpose of the work resumed in this paper was to derive natural background levels (NBL) for groundwater in order to distinguish the natural elevated concentrations of some substances (natural phenomena) from point and diffuse pollution (anthropogenic phenomena). Based on these NBLs, threshold values (TV) for groundwater will be set according to the requirements of the European Water Framework Directive and the related Groundwater Directive. This paper describes the results of a study for the derivation of NBL and TV in a pilot Groundwater Body. Also, the process and draft results for extrapolating this work for all Romanian groundwater bodies is explained, as well as points for future consideration with respect to monitoring and management.

부산 지역의 SO$_2$ 농도 변화 특성에 관한 고찰 (On the Characteristics of the SO$_2$ Concentration Variation in Pusan, Korea)

  • 전병일;김유근;이화운
    • 한국대기환경학회지
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    • 제10권4호
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    • pp.245-251
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    • 1994
  • We considered that characteristics of SO$_2$, concentration level and relations of the meteorological parameters and high pollution concentration from the data measured 7 air quality continuous monitoring stations during 4 years, from 1990 to 1993 in Pusan. The SO$_2$ concentration level showed decreasing trend yearly, it was maximum in Winter, minimum in Summer. The time of SO$_2$ peak concentration lagged from seashore to land because of break-down of the nocturnal inversion layer and seabreeze. Ihe correlations of daily SO$_2$, value between various air quality continuous monitoring stations were highest between Beomcheondong and Meongryundong, lowest between Daeyeondong and Sinpyeongdong because of difference of air Pollution emission sources characteristic. The meteorological parameters affecting SO$_2$ concentration level were minimum temperature, relative humidity, wind speed and air pressure. The SO$_2$ high pollution($\geq$95ppb) occurred almost in Winter, particulaly in such day showing lower wind speed and higher air pressure. Elementary SO$_2$ high Pollution Predictor were high pressure system and stability of lower atmosphere.

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Detection of DNA Damage in Carp Using Single-Cell Gel Electrophoresis Assay for Genotoxicity Monitoring

  • Jin, Hai-Hong;Lee, Jae-Hyung;Hyun, Chang-Kee
    • Journal of Microbiology and Biotechnology
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    • 제14권2호
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    • pp.268-275
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    • 2004
  • To investigate the potential application of the single-cell gel electrophoresis (SCGE) assay to carp as an aquatic pollution monitoring technique, gill, liver, and blood cells were isolated from carp exposed to a direct-acting mutagen, N-methyl-N'-nitro-N-nitrosoguanidine (MNNG), or indirect mutagen, $benzo[\alpha]pyrene$ $(B[\alpha]P)$, then the DNA strand breakage was analyzed using the assay. Based on testing 5 different cell isolation methods and 6 electrophoretic conditions, the optimized assay conditions were found to be cell isolation by filter pressing and electrophoresis at a lower voltage and longer running time (at 0.4 V/cm for 40 min). In preliminary experiments, gill and liver cells isolated from carp exposed to MNNG in vitro exhibited DNA damage signals even with 0.5 ppb exposure, which is a much higher dose than previously reported. In the gill cells isolated from carp exposed to 0.01-0.5 ppm MNNG in vivo, significant dose-and time-dependent increases were observed in the tail for 4 days. As such, the linear correlation between the relative damage index (RDI) values and time for each dose based on the initial 48-h exposure appeared to provide effective criteria for the genotoxicity monitoring of direct-acting mutagenic pollution. In contrast, the in vivo exposure of carp to 0.25-1.0 ppm of $B[\alpha]P$ for 7 days resulted in dose-and time-dependent responses in the liver cells, in which 24-h delayed responses for metabolizing activation and gradual repair after 48 h were also observed. Thus, the negative-sloped linear correlation between the RDI and time at each dose based on the initial 48 h appeared to provide more effective criteria for the genotoxicity monitoring of indirect mutagenic pollution.

지하수수질측정망 자료를 활용한 경남 오염우려지역의 지하수 수질 특성 (Groundwater Quality Characteristics of Pollution Concerned Area in Gyeongnam Using Groundwater Quality Monitoring Data)

  • 차수연;서양곤
    • 청정기술
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    • 제27권2호
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    • pp.174-181
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    • 2021
  • 본 연구에서는 경상남도 지역의 오염감시전용측정망의 5년간(2013 ~ 2017) 자료를 이용하여 주오염원과 분기별 지하수 수질특성을 분석하였다. 주오염원은 산업단지지역, 광산·폐광산지역 및 하수처리시설로 구별하였다. 분석 항목은 현장측정 항목(수온, pH, 전기전도도, 용존산소, 산화물환원전위), 양이온 그리고 음이온이었다. 수온과 pH는 주오염원에 따라 크게 변하지 않았다. 양이온과 음이온의 평균농도의 합은 산업단지지역에서 가장 높았고, 하수처리시설 그리고 광산·폐광산지역 순이었다. 산업단지지역에서는 전기전도도의 값이 가장 높았고, 용존산소의 값이 가장 낮았다. 산업단지지역은 나트륨이온이 가장 높은 구성비를 보인 반면 하수처리시설과 광산·폐광산지역에서는 칼슘이온이 가장 높은 값을 나타내었다. 모든 주오염원에서 중탄산염의 농도가 가장 높게 나타났다. 수온, pH 그리고 양이온과 음이온의 농도는 분기마다 크게 다르지 않았다. 수질유형 중 Na-HCO3 유형이 가장 높은 비율을 차지하였으나, 외부 오염의 가능성이 높은 Na-Cl 유형도 오염감시전용측정망의 전체 자료 중 약 20%를 차지하였다.

TMS용 실시간 영상 모니터링 시스템의 개발 (Development of Real-time TMS Video Monitoring System)

  • 곽두성;김온;조기량
    • 한국정보통신학회논문지
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    • 제13권6호
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    • pp.1072-1076
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    • 2009
  • 본 논문에서는 환경 사고에 대해 사전 예방 조치에 주안점을 둔 TMS(굴뚝배출가스 감시시스템)용 실시간 영상 모니터링 시스템을 제안하였다. 기존 시스템의 문제점을 보완하기 위하여, 제안한 시스템에서는 실시간 대기오염 물질의 분석 수치와 영상 신호를 동시에 모니터 상에 나타내며 이를 통하여 대기오염물질의 실시간 감시가 가능하도록 하였다. 또한, 본 논문에서 제안한 시스템에서는 대기오염물질의 실시간 추이를 산업체의 환경부서 담당자나 운전원이 아니라도 확인이 가능하다.

대구지역 주요 도로변 대기오염물질의 농도 특성 (Characteristics of Air Pollutant Concentrations Near Major Roadways in Daegu)

  • 조완근;최성락
    • 한국환경과학회지
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    • 제15권8호
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    • pp.737-744
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    • 2006
  • Present study was designed to characterize the concentrations of major roadside air pollutants in Daegu and to compare with those of Seoul and Busan. Evaluated were the exceedance frequence of mean concentrations of target compounds(CO, NO$_2$, O$_3$, PM$_{10}$, SO$_2$) and the relationship for time variation. Two air pollution monitoring stations(one roadside station and one residential station) in Daegu were selected for this study. In addition, one roadside monitoring station from each of Seoul and Busan was chosen for the comparison of Daegu monitoring stations. The data analyzed in the current study were collected from 1998 to 2000 by Daegu Regional Environmental Management Office. The roadside concentrations of NO2 and PM to and the exceedance frequency of ambient air standard levels in Daegu were higher than those of Seoul and Busan. Except 03, the roadside concentrations of all target compounds showed following three distinguished patterns; first, possibly due to increased traffic density, the concentrations increased from 0500 to 0900(LST), second, the concentrations decreased from 0900 to 1700(LST) possibly due to the increased wind velocity and decreased traffic density, and finally, increased traffic density, the concentrations increased again from 1700 to 2100(LST). An implication was that major air pollution sources shifted from residential area to road-area during rush hours.

지하수 수질측정망 자료를 활용한 시간적 오염도 추이변화 분석 (Temporal Trend Analysis of Contamination using Groundwater Quality Monitoring Network Data)

  • 방사라;유근제;박준홍
    • 한국물환경학회지
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    • 제27권1호
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    • pp.120-128
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    • 2011
  • Korea Groundwater Quality Monitoring Network is a database of annual groundwater quality survey results to prevent groundwater pollution. We estimated contamination index (CI) values for each type of land use, and analyzed temporal trends of pollutant concentration data in the Groundwater Quality Monitoring Network from 2001 to 2009. Among the pollutants considered in the database, the concentrations of nitrate and chloride were higher than their standards. In the case of nitrate, recreation parks, golf courses and general waste dumping regions showed increasing trends according to linear regression analysis, whereas industrial complexes and residential regions of urgan and recreation parks showed increasing trends in the chloride concentration data. According to multiple variable linear regression analysis, EC, pH and topography were major factors influencing CI values. These results suggest that groundwater with a high CI value and increasing trend is vulnerable for potential contamination, which requires more careful groundwater pollution control.