• Title/Summary/Keyword: pollution index

Search Result 545, Processing Time 0.024 seconds

Modelling CO2 and NOx on signalized roundabout using modified adaptive neural fuzzy inference system model

  • Sulaiman, Ghassan;Younes, Mohammad K.;Al-Dulaimi, Ghassan A.
    • Environmental Engineering Research
    • /
    • v.23 no.1
    • /
    • pp.107-113
    • /
    • 2018
  • Air quality and pollution have recently become a major concern; vehicle emissions significantly pollute the air, especially in large and crowded cities. There are various factors that affect vehicle emissions; this research aims to find the most influential factors affecting $CO_2$ and $NO_x$ emissions using Adaptive Neural Fuzzy Inference System (ANFIS) as well as a systematic approach. The modified ANFIS (MANFIS) was developed to enhance modelling and Root Mean Square Error was used to evaluate the model performance. The results show that percentages of $CO_2$ from trucks represent the best input combination to model. While for $NO_x$ modelling, the best pair combination is the vehicle delay and percentage of heavy trucks. However, the final MANFIS structure involves two inputs, three membership functions and nine rules. For $CO_2$ modelling the triangular membership function is the best, while for $NO_x$ the membership function is two-sided Gaussian.

Change of Benthic Macroinvertebrates Community in the Yongmoonchun, Yang Pyong (용문천 저서성 대형무척추동물 군집의 변화)

  • 진재호;임영득
    • The Korean Journal of Ecology
    • /
    • v.20 no.6
    • /
    • pp.461-470
    • /
    • 1997
  • There are 7 classes, 17 orders, and 141 species of benthic macroinvertebrates at the 5 study sites from Feb, '91 to May, '92. Total species frequency number has less variations among sites than seasonal changes. Not considering seasonal changes this indicates that there are some influences from outside pollution sources. Seasonally, Ortho chadiinae sp. 2 take 21.2% share of total species. It was the dominant species in Feb. '91. With total average level Ephemeroptera take 51.3% of total species as first dominant species. Diptera 27.8% as second dominant species and Trichoptera 16.7% as third dominant species. Through these biological indexes, they appear to have unstable living environments in summer at sites 1 and 5. One can see that site 1 is more polluted than site 3 because site 1 has more pollution sources such as pastures and recreation areas.

  • PDF

Assessment for Water Quality of the Osan Stream using Epilithic Diatom Assemblage Index to Organic Pollution(DAIpo) (부착규조 군집과 유기오탁지수를 이용한 오산천의 수질평가)

  • Kim Baik-Ho;Choi Hwan-Seok;Kim Mi-Yeon;Yoo Hyung-Bin
    • Journal of environmental and Sanitary engineering
    • /
    • v.19 no.2
    • /
    • pp.45-50
    • /
    • 2004
  • To investigate the epilithic diatom community and water quality of the Osan stream, water samples were collected from the eight stations from April to September 2003. Sampling was two times before and after heavy rain. Total 52 diatom were identified and divided into 12 saproxenosus taxa, 6 saprophilous taxa and 34 indifferent taxa, respectively. The DAIpo values higher after heavy rain than before that. According to tolerance degree to the organic water pollution, all sampling stations ranged from $\alpha$-oligosaprobic to $\alpha$-mesosaprobic. Thus, the result indicates that the water quality of Osan stream is gradually improved by heavy rain.

Water Quality Management System for a Farm Village Stream -watershed monitoring and the system design- (농촌마을 하천의 수질관리 시스템 - 시험유역 조사 및 시스템 설계 -)

  • 정하우;최진용
    • Journal of Korean Society of Rural Planning
    • /
    • v.2 no.2
    • /
    • pp.109-117
    • /
    • 1996
  • The purpose of this study Is to develop water quality management system fort a farm village stream. The framework design of the system and the ecological monitoring of a test watershed were carried out, The system consists of GIS(Geographic Information System ), database, pollution source management, water quality and hydrologic analysis. Suri watershed located on Idong, Yongin city, Kyunggi Province, was selected as the test watershed for the application of the system. The fifteen's monitoring stations were chooses at up- and down-stream of the watershed. The results of an aquatic ecological monitoring were analyzed by the GPI(Group Pollution Index) method. The GPI revealed that water quality was varied within the stream. GPI and DO map for the watershed stream were developed, These maps facilitated to analyze the spatial distribution of the water quality.

  • PDF

Heavy Metals in Fine-Grained Bed Sediments of the Mangyeong River, Korea (만경강 퇴적물의 중금속 함량 및 분포)

  • Cho, Yeong-Gil
    • Journal of Environmental Science International
    • /
    • v.16 no.5
    • /
    • pp.657-664
    • /
    • 2007
  • The content and distribution of some heavy metals (Fe, Mn, Cr, Co, Cu, Ni, Zn and Pb) were investigated in the <$63{\mu}m$ bed sediments of the Mangyeong river to recognize the extent of contamination. Results showed that a wide range of concentrations was apparent for every metal. These variations were particularly significant at the confluence of tributaries. High levels of metals occur mainly in the confluence of tributaries. Geoaccumulation indexes have been calculated to assess whether the concentration observed represent background or contaminated levels. It is proved that the Mangyeong River is moderately to strongly polluted for Mn, Cr, Cu, Zn and Pb. The spatial extent of pollution was examined, and it was found that the most polluted area is located in the confluence of Iksan and Jeonju tributaries.

Trophic State Index (TSI), Spatial Gradient Characteristics and the Empirical Models for Eutrophication Evaluations in Daecheong Reservoir (대청호 수질오염 평가를 위한 부영양도 지수산정, 공간적 구배 특성 및 경험적 모델)

  • Kwon, Hyuk-Hyun;An, Kwang-Guk
    • Journal of Environmental Science International
    • /
    • v.23 no.9
    • /
    • pp.1537-1549
    • /
    • 2014
  • The objectives of this study were to analyze reservoir trophic state, based on Trophic State Index (TSI), spatial variation patterns of three zones (riverine, transition, and lacustrine zone), and empirical models through 20-years long-term data analysis. Trophic variables of TP and CHL-a were highest during the summer monsoon, and decreased along the main axis from the riverine to lacustrine zone. In the mean time, TN did not show the trend. Ratios of N:P and Secchi disc transparency (SD) increased from the riverine to lacustrine zone. The analysis of trophic state index (TSI) showed that mean TSI (TP) and TSI (CHL-a) were 62 and 57, respectively, and these values were highest in the transition zone during the summer. This zone should be managed well due to highest lake water pollution. The analysis of Trophic State Index Deviation (TSID) showed that algal growth was primarily limited by light penetration, and this was most pronounced in the monsoon season. The analysis of empirical models showed that the value of $R^2$, based on CHL-SD model, was 0.30 (p < 0.0001) in the transition zone and the $R^2$, based on TP-SD model, was 0.41 (p < 0.0001) in the transition zone.

Effects of Security Lighting Lamps on Discomfort Glare to Indoor Occupants

  • Lee, Yoon Jeong;Kim, Jeong Tai
    • KIEAE Journal
    • /
    • v.15 no.4
    • /
    • pp.21-28
    • /
    • 2015
  • Purpose: Although security lights are used to secure pedestrian visibility and safety at nighttime, they can generate light trespass in the neighboring residential space. To prevent this, standards for acceptance limits on vertical illuminance and light pollution by the windows of residential buildings are presented. Method: This study thus representatively selected three types of lamps and, through an evaluation and analysis of the physical and subjective discomfort glare per lamp, proposed a discomfort glare index for each lamp. The evaluation and analysis according to the lamps were conducted through experiments. The variables were the security lights' lamps (NH 100W, MH 70W, LED 50W), installation angles ($0^{\circ}$, $20^{\circ}$), and installation distances (3m, 5m, 7m, 9m). Result: According to the results of the discomfort glare evaluation depending on the angles and distances of the security lights, the following minimum standards are proposed: for NH 100W, a discomfort glare index of 30 and an installation distance of 4m; for MH 70W, a discomfort glare index of 32 and an installation distance of 4m; and, for LED 50W, a discomfort glare index of 31 and an installation distance of 6m, respectively. In addition, this paper recommends the use of MH 70W, when the road width is 4m-6m, and LED 50W, when the road width is over 6m, respectively.

The misfire detection using the mean exhaust pressure gradient index (평균 배기 압력 구배 지수를 이용한 실화 검출)

  • Chung, Sung-Won;Sim, Kook-Sang;Kim, Se-Woong
    • Journal of the Korean Society of Industry Convergence
    • /
    • v.4 no.4
    • /
    • pp.371-378
    • /
    • 2001
  • This paper proposes a method to detect the misfired cylinder using a new misfire detection index. The new method of misfired cylinder is a comparison of pressure gradient during the blowdown period of exhaust stroke. If a misfire occurs, the engine will he lost some power and consumes the more fuel and the torque will be unsteady. Most of all, the misfire affects a bad influence of the 3-way catalyst and emits unburned hydrocarbon in the air. To prevent these unusual phenomena and eliminate the factor of the environmental pollution, it is important to detect the misfired cylinder. To do the experiment, set up the assist device on the manifold. This assist device is not deformed for conventional exhaust manifold and installed in the end of the exhaust manifold. Experimental results showed that the method using the mean gradient pressure index is proven to be effective in the detection of misfired cylinder on gasoline engine regardless loads and revolutions of the engine.

  • PDF

Influence of Health Factors on the Longevity Index in Korean Centenarians (노인의 생존백세장수지표에 미치는 건강요인의 영향력)

  • Kim, Jong-In
    • Korean Journal of Health Education and Promotion
    • /
    • v.27 no.2
    • /
    • pp.109-119
    • /
    • 2010
  • Objectives: The aim of this paper is to analyze the heath factors for longevity index of survival rate in Korean centenarians, which contribute to longevity. Methods: The subjects of this paper included 996 centenarians in 276 regions of Korea that the data in this study was collected from the National Statistical Office, Republic of Korea in 2005. This paper that proposes indicators as follow: The ratio between the longevity index above 100 years old (100LI) and the survival rate above 65 years old (65SR): 100LISR. The study that examined the longevity factors that between 100LISR and health factors. Results: The results of this study showed that Gyeryong City (23 per 10,000 above 65 years old) included the most of 100LISR in Korea, followed by Cheju Island. The regression showed that significant predictors for longevity (100LISR) were non-drinking, non-smoking, garlic and root vegetable and elderly people are suffering serious health problems, they need caregivers for elderly care (R-Sq(%)=83.9, P=0.001). The correlation showed that significant factors as longevity were Sulfur dioxide (r=-0.677, p=0.004). Conclusion: The implications of this study are that longevity is to be fostered by promoting healthy behaviors of elderly and by inventing various policies to mitigate the environmental pollution.

Changes in the External Heat Environment of Building Evaporative Cooling Systems in Response to Climate Change (기후변화 대응 건축물 기화냉각시스템 적용에 따른 외부 열환경 변화 연구)

  • Yoon, Yong-Han;Kwon, Ki-Uk
    • Journal of Environmental Science International
    • /
    • v.27 no.12
    • /
    • pp.1261-1269
    • /
    • 2018
  • The purpose of this study was to investigate changes in the external thermal environment, following the application of evaporative cooling systems in buildings, in response to climate change. In order to verify changes in the external thermal environment, a T-test was performed on the microclimate, Thermal Comfort Index (TCI), and building surface temperature. Differences in microclimate, following the application of the evaporative cooling system in the building, were significant in terms of temperature and relative humidity. In particular, temperature decreased by more than 7% when the evaporative cooling system was applied. According to the results of the Thermal Comfort Index analysis, the Wet-Bulb Globe Temperature (WBGT) was below the limit of outdoor activities, indicating that outdoor activities were possible. The Universal Thermal Climate Index (UTCI) values were within the very strong heat stress range when the evaporative cooling system was not applied, When the system was applied, the UTCI values were within the strong heat stress range, indicating that they were lowered by one level. The building surface temperature decreased by ~10% or more when the evaporative cooling system was applied, compared to when it was not applied. Finally, the outside surface temperature of the building decreased by ~12% or more when the system was applied, compared to when it was not applied. We conclude that the energy saving effect of the building was significant.