Earticle

현재 위치 Home

Oral presentations

Modeling Fire-induced Changes in Aboveground Biomass and Soil Erosion Using Google Earth Engine

첫 페이지 보기
  • 발행기관
    한국산림공학회 바로가기
  • 간행물
    한국산림공학회 학술대회 바로가기
  • 통권
    International Conference of KSFE-FETEC 2025 (2025.06)바로가기
  • 페이지
    pp.60-60
  • 저자
    Remzi Eker, Kamber Can Alkiş, Abdurrahim Aydın
  • 언어
    영어(ENG)
  • URL
    https://www.earticle.net/Article/A468607

원문정보

초록

영어
This study presents a case analysis of the effects of a large-scale wildfire (3100 hectares) on aboveground biomass and soil erosion using remote sensing data and the Google Earth Engine (GEE) platform. The wildfire, which occurred on August 13, 2024, in the Yamanlar region of İzmir, Türkiye, also impacted residential areas. The entire study was conducted using openly accessible datasets within the GEE environment. In the initial phase, the burned area boundary and burn severity were delineated using Sentinel-2 satellite imagery. Pre-fire aboveground biomass was modelled using the Global Ecosystem Dynamics Investigation (GEDI) LiDAR Aboveground Biomass Density (AGBD) data, incorporating 14 different parameters through the Random Forest regression method. Subsequently, fire-induced biomass loss was quantified based on burn severity classifications. Additionally, soil loss before and after the wildfire was assessed using the Revised Universal Soil Loss Equation (RUSLE) to evaluate the impact of the fire on erosion. The results demonstrate the effectiveness of GEE-based analysis in rapidly and efficiently assessing the effects of large-scale wildfires on soil and vegetation. This study highlights the potential of remote sensing and cloud-based geospatial analysis in post-fire environmental assessments, providing valuable insights into fire-induced biomass loss and erosion dynamics. The findings contribute to the development of improved wildfire management and mitigation strategies.

키워드

aboveground biomass erosion GEDI Lidar random forest RUSLE.

저자

  • Remzi Eker [ İzmir Katip Çelebi University, Faculty of Forestry, 35620 İzmir, Turkiye ] Corresponding Author
  • Kamber Can Alkiş [ İzmir Regional Directorate of Forestry, 35530 İzmir, Turkiye ]
  • Abdurrahim Aydın [ Düzce University, Faculty of Forestry, 81620 Düzce, Turkiye ]

참고문헌

자료제공 : 네이버학술정보

간행물 정보

발행기관

  • 발행기관명
    한국산림공학회 [Korean Society of Forest Engineering]
  • 설립연도
    2003
  • 분야
    농수해양>임학
  • 소개
    사방, 임도, 벌출, 산림환경보전 및 훼손지 복원 등에 관한 연구 및 기술개발과 회원 상호간의 유기적인 칙목을 도모하여 임학 및 임업의 발전과 산림자원의 보전 및 관련 기술개발에 기여함을 목적으로함.

간행물

  • 간행물명
    한국산림공학회 학술대회
  • 간기
    연간
  • 수록기간
    2023~2025
  • 십진분류
    KDC 526 DDC 634

이 권호 내 다른 논문 / 한국산림공학회 학술대회 International Conference of KSFE-FETEC 2025

    피인용수 : 0(자료제공 : 네이버학술정보)

    함께 이용한 논문 이 논문을 다운로드한 분들이 이용한 다른 논문입니다.

      페이지 저장