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      KCI등재 SCIE SCOPUS

      Estimation of Anthropogenic Heat Emission over South Korea Using a Statistical Regression Method

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      https://www.riss.kr/link?id=A103796393

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      다국어 초록 (Multilingual Abstract)

      Anthropogenic heating by human activity is one of the key contributing factors in forming urban heat islands, thus inclusion of the heat source plays an important role in urban meteorological and environmental modeling. In this study, gridded anthropogenic heat flux (AHF) with high spatial (1-km) and temporal (1-hr) resolution is estimated for the whole South Korea region in year 2010 using a statistical regression method which derives based on similarity of anthropogenic air pollutant emissions and AHF in their emission inventories. The bottom-up anthropogenic pollutant emissions required for the regression method are produced using the intensive Korean air pollutants emission inventories. The calculated regression-based AHF compares well with the inventory-based AHF estimation for the Gyeong-In region, demonstrating that the statistical regression method can reasonably represent spatio-temporal variation of the AHF within the region. The estimated AHF shows that for major Korean cities (Seoul, Busan, Daegu, Gwangju, Daejeon, and Ulsan) the annual mean AHF range 10-50 W m−2 on a grid scale and 20-30 W m−2 on a city-scale. The winter AHF are larger by about 22% than that in summer, while the weekday AHF are larger by 45% than the weekend AHF in the major Korean cities. The gridded AHF data estimated in this study can be used in mesoscale meteorological and environmental modeling for the South Korea region.
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      Anthropogenic heating by human activity is one of the key contributing factors in forming urban heat islands, thus inclusion of the heat source plays an important role in urban meteorological and environmental modeling. In this study, gridded anthropo...

      Anthropogenic heating by human activity is one of the key contributing factors in forming urban heat islands, thus inclusion of the heat source plays an important role in urban meteorological and environmental modeling. In this study, gridded anthropogenic heat flux (AHF) with high spatial (1-km) and temporal (1-hr) resolution is estimated for the whole South Korea region in year 2010 using a statistical regression method which derives based on similarity of anthropogenic air pollutant emissions and AHF in their emission inventories. The bottom-up anthropogenic pollutant emissions required for the regression method are produced using the intensive Korean air pollutants emission inventories. The calculated regression-based AHF compares well with the inventory-based AHF estimation for the Gyeong-In region, demonstrating that the statistical regression method can reasonably represent spatio-temporal variation of the AHF within the region. The estimated AHF shows that for major Korean cities (Seoul, Busan, Daegu, Gwangju, Daejeon, and Ulsan) the annual mean AHF range 10-50 W m−2 on a grid scale and 20-30 W m−2 on a city-scale. The winter AHF are larger by about 22% than that in summer, while the weekday AHF are larger by 45% than the weekend AHF in the major Korean cities. The gridded AHF data estimated in this study can be used in mesoscale meteorological and environmental modeling for the South Korea region.

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      참고문헌 (Reference)

      1 Heiple, S., "Using building energy simulation and geospatial modeling techniques to determine high resolution building sector energy consumption profiles" 40 : 1426-1436, 2008

      2 Zhang, X., "The footprint of urban climates on vegetation phenology" 31 : 2004

      3 Morita, M., "Study on heat exhaust structure of major cities in Japan" 21 : 19-26, 1993

      4 Son, E. -H., "Study on estimation of urban anthropogenic heat generation" 16 : 37-47, 2000

      5 K ysik, K., "Spatial and seasonal distribution of anthropogenic heat emissions in Lodz, Poland" 30 : 3397-3404, 1996

      6 Chen, Y., "Numerical simulation of the anthropogenic heat effect on urban boundary layer structure" 97 : 123-134, 2009

      7 Crutzen, P. J., "New directions: The growing urban heat and pollution “island” effect-Impact on chemistry and climate" 38 : 3539-3540, 2004

      8 Korea Energy Economics Institute, "Monthly energy statistics" 66-, 2012

      9 Fan, H., "Modeling the impacts of anthropogenic heating on the urban climate of Philadelphia: A comparison of implementations in two PBL schemes" 39 : 73-84, 2005

      10 Kim, S. -T., "Korea emissions inventory processing using the US EPA’s SMOKE system" 2 (2): 34-46, 2008

      1 Heiple, S., "Using building energy simulation and geospatial modeling techniques to determine high resolution building sector energy consumption profiles" 40 : 1426-1436, 2008

      2 Zhang, X., "The footprint of urban climates on vegetation phenology" 31 : 2004

      3 Morita, M., "Study on heat exhaust structure of major cities in Japan" 21 : 19-26, 1993

      4 Son, E. -H., "Study on estimation of urban anthropogenic heat generation" 16 : 37-47, 2000

      5 K ysik, K., "Spatial and seasonal distribution of anthropogenic heat emissions in Lodz, Poland" 30 : 3397-3404, 1996

      6 Chen, Y., "Numerical simulation of the anthropogenic heat effect on urban boundary layer structure" 97 : 123-134, 2009

      7 Crutzen, P. J., "New directions: The growing urban heat and pollution “island” effect-Impact on chemistry and climate" 38 : 3539-3540, 2004

      8 Korea Energy Economics Institute, "Monthly energy statistics" 66-, 2012

      9 Fan, H., "Modeling the impacts of anthropogenic heating on the urban climate of Philadelphia: A comparison of implementations in two PBL schemes" 39 : 73-84, 2005

      10 Kim, S. -T., "Korea emissions inventory processing using the US EPA’s SMOKE system" 2 (2): 34-46, 2008

      11 Flanner, M. G., "Integrating anthropogenic heat flux with global climate models" 36 : L02801-, 2009

      12 Ohashi, Y., "Influence of air-conditioning waste heat on air temperature in Tokyo during summer: Numerical experiments using an urban canopy model coupled with a building energy model" 46 : 66-81, 2007

      13 Kikegawa, Y., "Impacts of cityblock-scale countermeasures against urban heat-island phenomena upon a building’s energy-consumption for air-conditioning" 83 : 649-668, 2006

      14 Block, A., "Impacts of anthropogenic heat on regional climate patterns" 31 : L12211-, 2004

      15 Ichinose, T., "Impact of anthropogenic heat on urban climate in Tokyo" 33 : 3897-3909, 1999

      16 Iamarino, M., "High-resolution (space, time) anthropogenic heat emissions: London 1970-2025" 32 : 1754-1767, 2012

      17 Coats, C. J., "High performance algorithms in the sparse matrix operator kernel emissions (SMOKE) modeling system" American Meteorological Society 584-588, 1996

      18 Offerle, B., "Heat storage and anthropogenic heat flux in relation to the energy balance of a central European city centre" 25 : 1405-1419, 2005

      19 Makar, P., "Heat flux, urban properties, and regional weather" 40 : 2750-2766, 2006

      20 Allen, L., "Global to city scale urban anthropogenic heat flux: model and variability" 31 : 2010

      21 Lee, S. -H., "Estimation of anthropogenic heat emission in the Gyeong-In region of Korea" 96 : 291-303, 2009

      22 Smith, C., "Estimating spatial and temporal patterns of urban anthropogenic heat fluxes for UK cities: The case of Manchester" 98 : 19-35, 2009

      23 Narumi, D., "Effects of anthropogenic heat release upon the urban climate in a Japanese megacity" 109 : 421-431, 2009

      24 Ryu, Y. -H., "Effects of anthropogenic heat on ozone air quality in a megacity" 80 : 20-30, 2013

      25 Khan, S. M., "Effect of a heat island on the meteorology of a complex urban airshed" 100 : 487-506, 2001

      26 Lee, S. -H., "Development of a vegetated urban canopy model and its application to urban heat island simulations" Seoul National University 2008

      27 Kikegawa, Y., "Development of a numerical simulation system toward comprehensive assessments of urban warming countermeasures including their impacts upon the urban buildings' energy-demands" 76 : 449-466, 2003

      28 Park, M. -S., "Carbon dioxide concentration and flux in an urban residential area in Seoul, Korea" 31 (31): 1101-1112, 2014

      29 Moriwaki, R., "Anthropogenic water vapor emissions in Tokyo" 44 : W11424-, 2008

      30 Pigeon, G., "Anthropogenic heat release in an old European agglomeration" 27 : 1969-1981, 2007

      31 Sailor, D. J., "A top-down methodology for developing diurnal and seasonal anthropogenic heating profiles for urban areas" 38 : 2737-2748, 2004

      32 Sailor, D. J., "A review of methods for estimating anthropogenic heat and moisture emissions in the urban environment" 31 : 189-199, 2011

      33 Lee, S. -H., "A regression approach for estimation of anthropogenic heat flux based on a bottom-up air pollutant emission database" 95 : 629-633, 2014

      34 Sailor, D. J., "A bottom-up approach for estimating latent and sensible heat emissions from anthropogenic sources" American Meteorological Society 2007

      35 Korea Energy Economics Institute, "2011 yearbook of regional energy statistics" 319-, 2011

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      학술지 이력

      학술지 이력
      연월일 이력구분 이력상세 등재구분
      2023 평가예정 해외DB학술지평가 신청대상 (해외등재 학술지 평가)
      2020-11-03 학술지명변경 한글명 : 한국기상학회지 -> Asia-Pacific Journal of Atmospheric Sciences KCI등재
      2020-01-01 평가 등재학술지 유지 (해외등재 학술지 평가) KCI등재
      2011-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2009-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2008-02-05 학술지명변경 외국어명 : 미등록 -> Asia-Pacific Journal of Atmospheric Sciences KCI등재
      2007-08-13 학술지명변경 한글명 : 한국기상학회지 -> Journal of the Korean Meteorological Society(한국기상학회지) KCI등재
      2007-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2005-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2002-01-01 평가 등재학술지 선정 (등재후보2차) KCI등재
      1999-07-01 평가 등재후보학술지 선정 (신규평가) KCI등재후보
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      학술지 인용정보

      학술지 인용정보
      기준연도 WOS-KCI 통합IF(2년) KCIF(2년) KCIF(3년)
      2016 1.81 0.51 1.31
      KCIF(4년) KCIF(5년) 중심성지수(3년) 즉시성지수
      1.11 0.95 0.771 0.32
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