• Title/Summary/Keyword: air index

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A study of artificial neural network for in-situ air temperature mapping using satellite data in urban area (위성 정보를 활용한 도심 지역 기온자료 지도화를 위한 인공신경망 적용 연구)

  • Jeon, Hyunho;Jeong, Jaehwan;Cho, Seongkeun;Choi, Minha
    • Journal of Korea Water Resources Association
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    • v.55 no.11
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    • pp.855-863
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    • 2022
  • In this study, the Artificial Neural Network (ANN) was used to mapping air temperature in Seoul. MODerate resolution Imaging Spectroradiomter (MODIS) data was used as auxiliary data for mapping. For the ANN network topology optimizing, scatterplots and statistical analysis were conducted, and input-data was classified and combined that highly correlated data which surface temperature, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), time (satellite observation time, Day of year), location (latitude, hardness), and data quality (cloudness). When machine learning was conducted only with data with a high correlation with air temperature, the average values of correlation coefficient (r) and Root Mean Squared Error (RMSE) were 0.967 and 2.708℃. In addition, the performance improved as other data were added, and when all data were utilized the average values of r and RMSE were 0.9840 and 1.883℃, which showed the best performance. In the Seoul air temperature map by the ANN model, the air temperature was appropriately calculated for each pixels topographic characteristics, and it will be possible to analyze the air temperature distribution in city-level and national-level by expanding research areas and diversifying satellite data.

Computational Study of the Mild Combustion and Pollutant Emission Characteristics in Wall-confined Jet (벽면으로 둘러싸인 제트 유동장에서의 마일드연소 및 오염물질 배출특성에 관한 전산해석 연구)

  • Song, Keum Mi;Oh, Chang Bo
    • 한국연소학회:학술대회논문집
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    • 2012.04a
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    • pp.263-266
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    • 2012
  • The characteristics of mild combustion and pollutant emission were investigated computationally with supplied air stream temperature and dilution rate in jet flame. The air was diluted with main combustion products. As dilution rate increased at fixed air temperature, the temperature distribution of burner inside was uniformed and the maximum mole fraction of CO and NO was decreased. In addition, emission indices for NO, CO, and $CO_2$ were compared with air temperature and dilution rate.

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Effects of Air Pollution on Pinus thunbergii in Yocheon Industrial Comples (麗川工業 地의 大氣汚染이 곰솔에 미치는 影響)

  • 김태욱;이경재;김준선
    • Journal of Korean Society for Atmospheric Environment
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    • v.1 no.1
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    • pp.25-32
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    • 1985
  • To examine the effects of air pollution on Pinus thunbergii growing around Yocheon Industrial Complex, evaluation of visible injury based on Injury Index and chemical analysis of water-soluble sulfur and fluorine contents in needles were carried out on 30 sampling sites. Histological responses of needles were also investigated on the necrotic needle tissues. Not only Injury Index but water-soluble sulfur and fluorine contents were higher at all sites than those at control site, and showed significant correlationship among them. Especially, they were rather higher in the vicinity of air pollutants sources. Water-soluble sulfur contents were positively correlated with average atomospheric $SO_3$ concentrations. Microscopic examination of necrotic needle tissues showed that mesophyll cells were collapsed with hypertrophy and collapse of transfusion cells.

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Empirical Research for the Sound Insertion Loss of Panels (다중 페널의 차음성능에 대한 실험적 연구)

  • Ko, Kang-Ho;Kook, Hyung-Seok;Kim, Young-Ho
    • Proceedings of the KSME Conference
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    • 2001.06b
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    • pp.198-203
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    • 2001
  • This paper discusses an experimental method for measuring the insertion loss (IL) performance of a double panel that are used in vehicles. Instead of two adjacent reverberation chambers which are generally used to measure the transmission loss (TL) of the large sound isolation materials, air-borne sound insulation tester was utilized to determine the IL and articulation index (AI) of standardized deadening materials. In comparison to reverberation chamber method, air-borne sound insulation tester method is more space-saving, more time-saving and more simple to the automotive acoustics. From the empirical results, it is verified that the performance of deadening materials is closely connected with thickness of panels, type of filling material that is filled into a double panel, and area ratio of double panel.

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A Conceptual Study of Sustainable City Indicators: with Priority Given to Environmental Indicators (도시지속성지표 구축을 위한 개념적 연구: 환경적 지속성지표를 중심으로)

  • Lee, Dong-Kun;Jeon, Seong-Woo
    • Journal of Environmental Impact Assessment
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    • v.6 no.1
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    • pp.33-45
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    • 1997
  • Nowadays, the environmental conservation has become a hot issue. Also the sustainable city issue is recognized as one of the most important tasks to be solved urgently for urban development. Therefore, the current indicator for sustainable city has been analyzed only as a segment of the environmental indicator which is one kind of branch of social indicator. However, considering the degree of pollution and heightened concern, it is time to develop a new and improved framework for the analysis of the sustainable city indicator. This study aims for the development of sustainable city indicator and the examination of practical method for the use of them. Urban sustainable city indicators are based on the "Pressure-State-Response (PSR) framework" which has been adopted by Organization for Economic Cooperation and Development (OECD). The indicators suggested in this study is composed of the following categories: 1. Indicators of natural environment itself, such as land structure (available land use index etc.), bio-species (bio-diversity index etc.), environment resources (water quantity index etc.) 2. Indicators of relationship between man and environment, such as sustainability of using material (recycle of water index etc.), pressure size (pressure index on air etc.), effort of prevention (environmental basic facility index, etc.) 3. Indicators of environmental state, such as landscape and culture (historical & cultural index etc.), environmental pollution (air pollution index etc.) A sustainable city environment is necessary and obtainable, yet its realization seems to be difficult. The urban pollution problems have become more serious than ever before thus requiring much interest. Therefore, this kind of study is meaningful for the establishment of policy objective, and the development and management environmentally sound and sustainable cities.

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A study on Building Symptom Index of Workers in Large Buildings (대형 빌딩근무자의 Building Symptom Index(BSI) 평가)

  • 오인숙;박성은;양지연;신동천
    • Proceedings of the Korea Air Pollution Research Association Conference
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    • 1999.10a
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    • pp.295-296
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    • 1999
  • 경제발전과 건축기술의 진보로 인해 건물이 고층화, 대형화되어 실내공간을 이용하는 시간이 늘어나면서 실내공기 오염문제가 대두되고 있다. 특히, 사람은 하루 중 80% 이상의 시간을 실내에서 생활하고 있으므로 실내공기오염이 인체에 미치는 영향은 매우 중요하다고 할 수 있다. (중략)

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A Study on the Indexing Table by the Penumatic Poeration (공기압 구동 원주 할출 기구의 개발에 관한 연구)

  • 오진안;강인각;한창수
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 1997.04a
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    • pp.734-738
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    • 1997
  • In this study, we developed the indexing table opering by pneumatic actuation. We doubled the torque of index table by using specialy desingned air pipe and two pistons. And by locating two pistons We perform several tests and this results is written below.

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A NUMERICAL INVESTIGATION OF INDOOR AIR QUALITY WITH CFD

  • Sin Vai Kuong;Sun Ho I
    • Journal of computational fluids engineering
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    • v.10 no.1
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    • pp.87-93
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    • 2005
  • Macao, a city with three sides bounded by water, is hot and humid in weather in more than six months of a year. This uncomfortable weather induces the frequency of operating air-conditioners. Choice of location for installation of air-conditioner in a building will affect the performance of cooling effect and thermal comfort on the occupants, which in turn will affect the indoor air quality (IAQ) of the building. In the paper, investigation of distribution on carbon dioxide, room air temperature and velocity, as well as air diffusion performance index (ADPI) of a single bedroom in Macao is studied by using the computational fluid dynamics (CFD) software FLOVENT 3.2. Simulations of locating the air-conditioner at 4 different walls will be done and comparisons and analyses of the results will be performed to decide a proper location for the air-conditioner for obtaining good thermal comfort.

Spatial Analysis of Ambient Air Quality Using GIS

  • Choi, Byoung-Gil;Lee, Hee-Kwan;Ra, Young-Woo
    • Korean Journal of Geomatics
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    • v.2 no.2
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    • pp.145-151
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    • 2002
  • GIS technique is applied to the analysis of ambient air quality information. For this study, the TMS-monitored air quality information was imported with the geographical information of the TMS stations in Capital Area. It is found that currently available GIS technique has a great extend of potential for air quality management. From the analysis of air quality information, the GIS application demonstrates the poor air quality in the central Capital Area and the it is improved as it travels down to the suburb area. The ambient air quality is also proven to be highly influenced by the ozone concentration in a mid-summer day.

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