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Machine learning-based estimates of aboveground biomass of subalpine forests using Landsat 8 OLI and Sentinel-2B images in the Jiuzhaigou National Nature Reserve,Eastern Tibet PlateauOA
作者姓名:Ke Luo  Yufeng Wei  Jie Du  Liang Liu  Xinrui Luo  Yuehong Shi  Xiangjun Pei  Ningfei Lei  Ci Song  Jingji Li  Xiaolu Tang
作者单位:1. College of Earth Science , Chengdu University of Technology;2. State Key Laboratory of Geohazard Prevention and Geoenvironment Protection , Chengdu University of Technology;3. Jiuzhaigou Nature Reserve Administration, Aba Tibetan and Qiang Autonomous Prefecture;4. College of Ecology and Environment , Chengdu University of Technology;5. State Environmental Protection Key Laboratory of Synergetic Control and Joint Remediation for Soil & Water Pollution,Chengdu Univer-Sity of Technology;6. China Railway, Eryuan Engineering Group Co.Ltd
摘    要:Accurate estimates of forest aboveground biomass(AGB) are critical for supporting strategies of ecosystem conservation and climate change mitigation. The Jiuzhaigou National Nature Reserve, located in Eastern Tibet Plateau, has rich forest resources on steep slopes and is very sensitive to climate change but plays an important role in the regulation of regional carbon cycles. However, an estimation of AGB of subalpine forests in the Nature Reserve has not been carried out and whether a global bi...

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