• 제목/요약/키워드: atmospheric pollution

검색결과 4,800건 처리시간 0.029초

지역환경변수를 이용한 인공지능기반 대기오염 분석 및 예측 시스템 개발 (Development of artificial intelligence-based air pollution analysis and prediction system using local environmental variables)

  • 백봉현;하일규
    • 한국정보통신학회논문지
    • /
    • 제25권1호
    • /
    • pp.8-19
    • /
    • 2021
  • 최근 산업화에 따른 대기오염 문제는 국가와 국민 모두에 큰 관심을 끌고 있다. 국내의 광역(廣域) 대기오염 정보는 국가적으로 공공 데이터를 통해 국민에게 제공하고 있으나, 환경변수가 다른 지역적인 대기오염 정보는 매우 부족한 상황이다. 따라서 본 연구에서는 지역적인 대기오염 현상을 보다 정확하게 분석하고 예측할 수 있는 지역 환경변수 기반의 대기오염 분석 및 예측 시스템을 설계하고 구현한다. 특히 제안한 시스템은 지역적으로 측정된 환경 데이터와 공공 빅데이터를 기반으로 지역의 대기정보를 정확하게 분석하여 제공하고, 인공지능 알고리즘을 통해 미래의 지역 대기정보를 예측하여 제시한다. 나아가 제안된 시스템을 통해 지역적인 대기오염의 발생 원인을 정확하게 파악하여 지역의 대기오염을 예방할 수 있을 것으로 기대할 수 있다.

大氣汚染에 依한 麗川地域의 森林群集變化에 關한 硏究 (A Study on the Change in Forest Community by Air Pollution at Yocheon District)

  • 김준선;김태욱
    • 한국대기환경학회지
    • /
    • 제2권3호
    • /
    • pp.1-10
    • /
    • 1986
  • Nowadays, air pollution by increasing consumption of fossil fuels resulting from rapidly growing population and industrialization has caused the adverse effects on terrestrial ecosystems and become one of the most serious problems causing environmental discriptions. Air pollution such as $SO_2, HF, NO_X,$ fly ash, ozone and PAN might influence plant growth, reproduction, nutrient cycling, photosynthesis and predisposition to entomological and pathological stresses on plants. Furthermore, accumulation of those toxic substances in forests might cause subtle or serious changes in the structure and function of forest ecosystems. Since 1970s, a number of large industrial complexes had been constructed as a part of industrialization plan in Korea. Accordingly, the forest exosystems around them has been under chronic influences of air pollution and effects of air pollution on plants became a matter of concern. In Yocheon Industrial Complex which consisted of lots of petrochemical plants and a phosphatic fertilizer manufacturing plant, forests has been exposed to chronic air pollution, mainly HF and $SO_2$ gas, Various reports were available to investigate the potential effects of air pollution on crops and forest trees in Yocheon. Kim and Kim surveyed vegetation by naked eye method and reported 71 families, 150 genera and 158 species were growing within a 2 km from air pollution sources in 1981. Needle injuries on Pinus spp. in the polluted area water reported by Kim, et al. and Kim, et al. Kim, et al. investigated the primary production of Pinus thunbergii forests in the polluted area and verified that growth inhibition of Pinus thunbergii was attributable to air pollution. Thus, previous reports suggested that forest ecosystems around Yocheon Industrial Complex were influenced adversely by air pollution. The objective of this study was to investigate the subtle ecological changes in forest community exposed to chronic air pollution in Yocheon.

  • PDF

중국 초미세먼지 현황 및 정책 동향 (Review on the Current Status and Policy on PM2.5 in China)

  • 문광주;채혁기;전권호;;;김대곤;박현주;김정수
    • 한국대기환경학회지
    • /
    • 제34권3호
    • /
    • pp.373-392
    • /
    • 2018
  • The emission of air pollutants in China has increased rapidly as its economy expanded over the last decades. The Chinese government has recently acknowledged the seriousness of the resulting air pollution and is trying to improve air quality in many ways. Here, we review the air quality control and management policies in China, one of our closest neighbors, because these policies may also influence the air quality in Korea. This study examined the recent policies on $PM_{2.5}$ reduction and analyzed the variation in air quality and air pollutant emissions in China. The ambient air quality and emission standards in China have been strengthened, based on China's Air Pollution Prevention and Control Action Plan of 2013. As a result, the annual mean concentration of $PM_{2.5}$ in 2015 in 74 large Chinese cities declined by 23.6% compared with 2013 values. Coal consumption in China also has been reduced by more than 10% per year since 2013. Furthermore, the laws controlling atmospheric emissions were revised again in 2016, and an air pollution forecasting and warning system was implemented to help manage air pollution problems. At present, the Chinese government is trying to evaluate its policies on $PM_{2.5}$ and find a new paradigm to mitigate ongoing $PM_{2.5}$ pollution. In this context, a joint study between Korea and China has been initiated to investigate the characteristics and sources of ambient $PM_{2.5}$ and to identify factors contributing to the high $PM_{2.5}$ concentrations in northeast China. We expect that this academic collaboration will benefit both countries in their search for new policies for $PM_{2.5}$ reduction.

자동차의 배기관 VOCs 배출 특성 (Exhaust VOCs Emission Characteristics from Motor Vehicles)

  • 유영숙;류정호;한종수;김선문;임철수;김대욱;이동민;이중구;엄명도;김종춘
    • 한국대기환경학회지
    • /
    • 제24권3호
    • /
    • pp.275-283
    • /
    • 2008
  • Since mobile source is a major source of VOCs, quantifying emissions from motor vehicles is an important factor to control VOCs in atmosphere. In this study, in order to evaluate tailpipe VOCs emissions from motor vehicles, mass emissions of non-methane volatile organic compounds from 45 vehicles were determined. Measurements were made on a chassis dynamometer using CVS-75 mode and speed specific drive modes. Target VOCs are 53 compounds determined as the volatile ozone precursors. The individual VOCs composition of vehicle emission and emission rates were also determined. In case of gasoline vehicles, VOCs emission from over 80,000 km vehicles were about 46% larger than less 80,000 km vehicles. The difference in benzene and toluene according to driving mileage was 44% and 26% respectively. The composition of VOCs were different by fuel type. The order of VOCs composition was paraffins>aromatics>olefins in gasoline vehicle emissions, paraffins>olefins>aromatics in light duty diesel vehicle emissions. The VOCs emissions were decreased as vehicle speed increasing. These results will be used to calculate total VOCs emissions from automobiles in the future.

Comparing Meteorological Fields and Their Impacts on Carbon Bond Mechanism-IV Modeling

  • Lee, Hwa-Woon;Lee, Soon-Hwan;Kim, Heon-Sook
    • 한국대기환경학회:학술대회논문집
    • /
    • 한국대기환경학회 2003년도 추계학술대회 논문집
    • /
    • pp.449-450
    • /
    • 2003
  • Performance of photochemical models and their response to emission controls are heavily dependent on the inputs to the model. Two key inputs to these models are accurate meteorological and emissions data. But they can contain significant errors which contribute to uncertainties in photochemical simulation (Kumar and Russell, 1996; Sistla et al., 1996; Pielke and Uliase, 1998; Barna and Lamb, 2000; Nelson L. Seaman, 2000: Hogrefe et al., 2001; Biswas et al., 2001).(omitted)

  • PDF

Comparison Study of Numerical Simulations Associated with Emission Conditions during Asian Dust Events

  • Kim, Yoo-Keun;Song, Sang-Keun;Jeong, Ju-Hee
    • 한국대기환경학회:학술대회논문집
    • /
    • 한국대기환경학회 2003년도 추계학술대회 논문집
    • /
    • pp.518-519
    • /
    • 2003
  • Many studies of Asian dust have been undertaken to investigate dust sources, their transport and deposition mechanisms, their optical and chemical properties, and their physical characteristics. These studies have used meteorological parameters, optical thickness, and mineral compositions derived from satellite images, lidar, sunphotometer, and other ground-based instruments in East Asia (Chun et al., 2001; Murayama et al., 2001). (omitted)

  • PDF

광측정 데이터와 최적화 방법들을 이용한 대기입자 크기분포 복원 (The Reconstruction of Atmospheric Particle Size Distributions Using Optical Sensing Data and Some Regularization Methods l : Direct Methods)

  • Kim, Seok-Seong;Yeon, Kyu-Hwang;Kim, Duck-Hyun
    • 한국대기환경학회:학술대회논문집
    • /
    • 한국대기환경학회 2003년도 추계학술대회 논문집
    • /
    • pp.213-214
    • /
    • 2003
  • Atmospheric particles have a great deal of influences on the climate and the air quality, which change the living and industrial environments of a specific area. Especially, the suspended dusts and aerosols can often have a harmful influences on workers' health, equipments at working places. For this reasons, the measurement of atmospheric particle size distributions is of considerable current interest. (omitted)

  • PDF

特定地域의 大氣汚染 擴散모델 開發에 關한 硏究 (A Study on the Development of Air Pollution Dispersion Model for Personal Computer)

  • 송기유;임흥재;윤명희
    • 한국대기환경학회지
    • /
    • 제2권2호
    • /
    • pp.19-30
    • /
    • 1986
  • This study was performed to develop a long-term air pollution dispersion model based on CDM program for use in the personal computer. The model CDM.PC, developmented for use of this study, simplified the plum equation of point pollution source in a windy state and sindless state. We used the classified 8 class stability, 16 wind direction and 4 class wind speed for the computer input climatological data. The plum rise equation is applied for CONCAWE's equation above 2,000 Kcal/sec of the exhaust calorie and Moses-Carson's equation below 2,000Kcal/sec at windy state, and Brigg's equation at calm. The time required is 200 minutes for drawing the air pollution contour for treating ten stacks under the above-stated conditions. It is the weakness of using personal computer that the operation time is longer than a large-size computer. But it strength is that the personal computer is used widely. To compare the treatment results of CDM.PC with TCM, we comfirmed that the shape of $SO_2$ pollution contour is similar but the concentration distribution is quite different because of characteristics of each models. Estimated and measured $SO_2$ concentration were similar, namely, Cest/Cob ratio of CDM.PC and TCM were respectively $0.96 \pm 0.25 (mean\pmS.D)$ and $1.08\pm0.26$.

  • PDF

전기 및 증기 생산시설 최적가용기법 (BAT) 기준서의 이해와 개선방향 (Understanding and Improvement of Best Available Techniques for Electricity and Steam Production Facility)

  • 신수정;박재홍;이대균;김대곤
    • 한국대기환경학회지
    • /
    • 제34권2호
    • /
    • pp.281-293
    • /
    • 2018
  • As the public interest in environmental issues increased, the "Act On The Integrated Control Of Pollutant-Discharging Facility" was enacted. Through the integrated environmental pollution prevention act in which 19 industries with large environmental impacts are sequentially applied, pollutants can be managed in a medium-integrated manner and integrated permission of the business unit is possible and BAT can be applied to enable a scientific and proactive environmental management system. This study analyzed the overview of BAT reference documents(BREF), BAT setting procedure and method, and then suggested the development direction BAT and BAT-AEL monitoring method of a Electricity and Steam production facility.

과거 30년 우리나라 광화학 오염과 연구 현황 (Photochemical Air Pollution of Seoul in the Last Three Decades)

  • 한지현;김학영;이미혜;김소영;김세웅
    • 한국대기환경학회지
    • /
    • 제29권4호
    • /
    • pp.390-406
    • /
    • 2013
  • In Korea, photochemical air pollution has drawn public attention as one of the major environmental issues since 1990s. To abate ozone and air pollution, new legislation was enacted and regulation was reinforced in conjunction with basic researches. As a result, the air quality has been much improved in terms of primary pollutant such as CO and the occurrence of extremely high ozone concentration. In Seoul, on the other hand, concentrations of ozone and exeedance hours of its national standard have increased since 2005, which is intimately coupled with $NO_2$ variations. It indicates the need for further research at long-term bases to improve our understanding on complex processes determining ozone concentrations. In this paper, the characteristics of ozone variation was analyzed with 13-year measurement data obtained in Seoul. In addition, the previous studies and their main results were summarized that have been performed in association with photochemical air pollution in Korea over the last three decades.