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Improvement of Carbon Sink Forecasting by the LULUCF Sectors considering Land Use Change in Carbon Neutrality Plans

첫 페이지 보기
  • 발행기관
    강원대학교 산림과학연구소 바로가기
  • 간행물
    강원대학교 산림과학연구소 학술대회 바로가기
  • 통권
    2024 International Symposium of Institute of Forest Science (2024.10)바로가기
  • 페이지
    pp.97-97
  • 저자
    Do-Hyung Lee, Jin-Young Kim, Dae-Gun Han, Sung-Ho Kil, Won-Seok Jang
  • 언어
    영어(ENG)
  • URL
    https://www.earticle.net/Article/A467132

원문정보

초록

영어
In 2021, South Korea enacted and promulgated the Framework Act on Carbon Neutrality and Green Growth for Coping with Climate Crisis, becoming the 14th country in the world to legislate a carbon neutrality vision and implementation framework. The country has also declared to the international community its goal to reduce greenhouse gas emissions by 40% by 2030. Achieving carbon neutrality and the national greenhouse gas reduction targets requires not only reducing emissions but also developing accurate estimation and forecasting methods for carbon sinks and promoting efforts to enhance them. This study aims to propose a methodology for forecasting carbon sinks that considers land-use changes, contributing to the establishment of Carbon Neutrality and Green Growth Basic Plans. To identify land-use changes, we developed a time-series land-use mapping method using high-resolution satellite imagery from Sentinel-2 integrated with machine learning techniques on the Google Earth Engine platform. To predict land-use changes, the constructed land-use maps along with topography and socio-economic variables were used as input data, while the ANN-CA model was employed as the prediction model to forecast land-use changes up to 2029. The results show that the developed land-use mapping and change prediction methodology can be effectively applied in establishing national and regional Carbon Neutrality and Green Growth Basic Plans.

키워드

Carbon neutrality Google Earth Engine Machine learning Land use map ANN-CA

저자

  • Do-Hyung Lee [ Department of Climate Environment Research, Korea Research Institute on Climate Change, Chuncheon 24239, Republic of Korea ] Corresponding Author
  • Jin-Young Kim [ Department of Climate Environment Research, Korea Research Institute on Climate Change, Chuncheon 24239, Republic of Korea ]
  • Dae-Gun Han [ Department of Ecological Landscape Architecture Design, Kangwon National University, Chuncheon 24341, Republic of Korea ]
  • Sung-Ho Kil [ Department of Ecological Landscape Architecture Design, Kangwon National University, Chuncheon 24341, Republic of Korea ]
  • Won-Seok Jang [ Department of Ecological Landscape Architecture Design, Kangwon National University, Chuncheon 24341, Republic of Korea ]

참고문헌

자료제공 : 네이버학술정보

간행물 정보

발행기관

  • 발행기관명
    강원대학교 산림과학연구소 [Institute of Forest Science Kangwon National University]
  • 설립연도
    1975
  • 분야
    농수해양>임학
  • 소개
    강원대학교부설산림과학연구소(이하 “연구소”라 한다)는 산림에 관한 제반 학술적 연구를 통하여 산림자원의 효용을 밝히고 임업 및 임산업의 발전에 기여함을 목적으로 한다.

간행물

  • 간행물명
    강원대학교 산림과학연구소 학술대회
  • 간기
    부정기
  • 수록기간
    2017~2024
  • 십진분류
    KDC 526 DDC 634

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