• Title/Summary/Keyword: Pollution

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Analysis and Prediction of (Ultra) Air Pollution based on Meteorological Data and Atmospheric Environment Data (기상 데이터와 대기 환경 데이터 기반 (초)미세먼지 분석과 예측)

  • Park, Hong-Jin
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • v.14 no.4
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    • pp.328-337
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    • 2021
  • Air pollution, which is a class 1 carcinogen, such as asbestos and benzene, is the cause of various diseases. The spread of ultra-air pollution is one of the important causes of the spread of the corona virus. This paper analyzes and predicts fine dust and ultra-air pollution from 2015 to 2019 based on weather data such as average temperature, precipitation, and average wind speed in Seoul and atmospheric environment data such as SO2, NO2, and O3. Linear regression, SVM, and ensemble models among machine learning models were compared and analyzed to predict fine dust by grasping and analyzing the status of air pollution and ultra-air pollution by season and month. In addition, important features(attributes) that affect the generation of fine dust and ultra-air pollution are identified. The highest ultra-air pollution was found in March, and the lowest ultra-air pollution was observed from August to September. In the case of meteorological data, the data that has the most influence on ultra-air pollution is average temperature, and in the case of meteorological data and atmospheric environment data, NO2 has the greatest effect on ultra-air pollution generation.

The Change of Education System for Marine Pollution Prevention Manager in Korea (해양오염방지관리인 교육 제도의 변화 - 해양오염방지법과 해양환경관리법의 비교 -)

  • Kim, Kwang-Soo
    • Proceedings of KOSOMES biannual meeting
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    • 2009.06a
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    • pp.171-175
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    • 2009
  • Marine pollution prevention manager system has been operated for the purpose of preventing marine pollution from ships and marine facilities in Korea. As a new "marine environment management act" replacing an old "marine pollution prevention law" had entered into force from January 20. 2008, the education system for marine pollution prevention manager is scheduled to change in some ways. Major changes in education/training institutions, education/training courses, trainees, marine pollution prevention manager's works and business, marine facilities and educational subjects are summarized, comparing between new "marine environment management act" and old "marine pollution prevention act".

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The Priority of Environmental Problems in Korea (우리나라의 환경문제 우선순위 도출 - 환경전문가를 중심으로 -)

  • 신동천;임영욱;박종연;장은아;김진용;박성은;조성준
    • Environmental Analysis Health and Toxicology
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    • v.14 no.4
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    • pp.165-174
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    • 1999
  • This study was conducted to analyze the priority of environmental problems in Korea by investigating the environmental professionals' perception. The delphi technique was applied to identify their risk perception towards some specific items related with pollution. A standardized questionnaire on environmental problems and their priorities was used to 74 subjects. In the questionnaire, the environmental problems were divided into the general ones,9 items, and the specific ones,30 items. Also, the perception was associated with two points of view which were the risk on general human health or ecosystem, and on the present situation in Korea. The priority of risk from general environmental problems on human health or ecosystem was analyzed in the order of 'water pollution', 'air pollution', 'soil contamination', 'waste', 'toxic chemical pollutants', 'food contamination', 'ocean contamination', 'odor pollution', and 'noise pollution'. The priority of risk on the present situation in Korea was analyzed in the order of 'water pollution','air pollution','waste','toxic chemical pollutants','food contamination','soil contamination','ocean contamination','odor pollution', and 'noise pollution'. And these priorities were significantly related with the characteristics of respondents such as sex, age, and major concerned area. However, for the first five priorities of risk from the specific environmental problems on human health or ecosystem, the environmental professionals agreed with 'automotive vehicle exhaust', 'domestic and industrial source pollutants to surface water', '$CO_2$nd g1oba1 warming effect','toxic air pollutant' and 'industrial source air pollution'. The priorities of risk on the present situation in Korea were similar to these results.

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Prioritizing subwatersheds for non-point source pollution management in Saemangeum watershed using AHP technique (AHP 기법을 이용한 새만금유역의 비점오염원 우선관리지구 선정)

  • Woo, Hye-Jin;Jang, Taeil;Choi, Jin-Kyu;Son, Jae-Kwon
    • Journal of Korean Society of Rural Planning
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    • v.21 no.3
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    • pp.101-112
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    • 2015
  • The objective of this study was to investigate non-point sources (NPS) pollution and prioritize management areas affected by NPS pollution in the Saemangeum Watershed. AHP (Analytical Hierarchy Process) technique was selected to prioritize sub-watersheds for effectively managing NPS pollution in this study areas. Generation properties of NPS pollution, discharge properties of NPS pollution, and runoff properties of NPS pollution were selected and set for AHP. Weighted descriptors including indicators like numbers of livestock, land- and livestock-system loads, rainfall, and impervious area ratio were generalized from 0 to 1 and multiply each index based on screened 17 survey data. The results were visualized as maps which enable resource managers to identify sub-watersheds for effective improving water quality. The sub-watersheds located in Gongdeok-Myeon, Yongji-Myeon, Hwangsan-Myeon of Gimje-Si were selected for managing NPS pollution control areas. This result presented that these sub-watershed are more affected by the pollution from livestock-system than from land-system. The finding from this study can be used to screen sub-watersheds that need further assessment by managers and decision-makers within the study area.

A Study on the Recognition of the Environmental Matters by Korean Middle School Students (중학교 학생들의 환경에 대한 태도 연구)

  • 정완호;염영원
    • Hwankyungkyoyuk
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    • v.5 no.1
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    • pp.19-33
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    • 1993
  • This result showed that the middle school students' response for the environment condition was highly negative. The major findings of this study are as follows. 1. Students would become to know the environmental pollution through reading of newspapers and TV rather than school education. 2. Students' response for air and water pollution was seriously accepted in city areas than in country areas, and in large cities than in small cities. 3. Students' response for air pollution showed that the quality of air was getting worse and major factor of air pollution was the exhausts of automobiles. 4. It showed that students' concern for water pollution was increased and water pollution was being accelerated by the increase of domestic and industrial sewages, the overuse of the agricultural chemicals, the entrophication and acid rain. 5. Students thought that soil pollution was mainly due to factory sewage, life sewage, heavy metal and agricultural medicines and so on. But now they think it is due to the degenerated and inseparable things such as used vinyle for farm and plastics. 6. Most students thought of the pollution of our country as serious. But they thought it could be removed if we tried to get rid of pollution. 7. Now students' consciousness to protect the nature took an active interest turn and was strong. Putting these various findings together, I suggested that, the efforts to turn students affirmative consciousness for the environment and a powerful plan by the nation to take off pollution should be needed. Also the education to enforce the environment preservation had to be needed.

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Children's Awareness of the Effects of Environmental Pollution (유아의 환경오염 영향에 대한 인식)

  • Choi, Kee Young;Woo, Soo Kyeong
    • Korean Journal of Child Studies
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    • v.20 no.1
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    • pp.15-27
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    • 1999
  • In this study, interviews were administered to 160 children (80 boys and 80 girls) of 8 kindergartens in urban and rural areas to investigate their awareness of the effects of environmental pollution. Instruments were picture cards and a questionnaire on environmental issues, based on the revised Korean version of Cohen and Horm-Wingerd's measurement. Children's responses were classified into either awareness or non-awareness of the effect of environmental pollution. Frequencies and percentages were calculated by sub-category and tested by sex and residence, using ${\chi}^2$. Major findings were that (1) 66.0% of the children were. aware of the effects of environmental pollution. (2) 78.1% were aware of the effects of water pollution while more than half the subjects were also aware of the effects of air pollution and soil pollution. (3) Children thought that natural conditions (52.0%), human bodies (30.9%), and the daily life of people (11.7%), would be affected by environmental pollution.

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On large-scale Air Pollution in the Yellow Sea Region: Satellite and Ground Measurements

  • Y. S. Chung;Kim, H. S.;Kim, Y. S.
    • Journal of Korean Society for Atmospheric Environment
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    • v.19 no.E2
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    • pp.83-88
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    • 2003
  • The present study details air pollution measurements in the Yellow Sea of East Asia. Large-scale air pollution was observed through satellite images and ground monitors in Chongju-Chongwon of central Korea. Evidence of a duststorm transport and resulting dustfall from the Gobi Desert in north China and Mongolia is shown. Also, transport of anthropogenic air pollutants from China to the Yellow Sea, Korea, and Japan was detected and discussed. It was found that the level of air pollution concentrations at a regional back-ground site increased 2 ∼ 4 times than the values observed with the relatively clean air, when massive air pollution from China moved to the Korean Peninsula. Satellite measurements will be useful for monitoring regional- and global-scale air pollution in the future.

A Study on the Insurance System for Oil Pollution Risk (유류오염 리스크와 보험담보의 문제)

  • Choi, Mi-Soo
    • THE INTERNATIONAL COMMERCE & LAW REVIEW
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    • v.41
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    • pp.185-202
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    • 2009
  • With the rapid development of oil and chemical industry in the late 20C, massive transportation of oil by oil tanker vessel has grown and it caused the big oil pollution accidents. When oil spill from the oil tanker, damages reach into the astronomical figures in economically and damages affect wide area and many people with break the balance of ecosystem. Recently in Korea, the oil pollution accidents has occurred frequently as growing of oil consumption and it caused large-scale damages to the victim. Oil pollution in Korea offshore takes not only Korean fisherman from their life ground and break the ecosystem but it takes too much time and money to recover. To minimize oil pollution damages, it is necessary to make pre-caution effort as a ship owner and relevant government bodies should endeavor to prevent from more damages. But once oil pollution accidents occurs in territorial sea, compensation for victim is very important. But it is true that compensation is not paid to victim smoothly. So this study aims at the problems of oil pollution compensation to the Korean victim and find the best way to get reasonable compensation.

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