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Updated: Sep 10, 2025

Author Spotlight: UAV Remote Sensing for Efficient Invasive Plant Biomass Estimation
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在混合温带森林中使用多式遥感观测和机器学习进行地面生物质估计

Shashika Himandi Gardeye Lamahewage1, Chandi Witharana2,3, Rachel Riemann4

  • 1Department of Natural Resources and the Environment, College of Agriculture, Health and Natural Resources, University of Connecticut, Storrs, CT, 06269, USA. shashika_himandi.lamahewa@uconn.edu.

Scientific reports
|August 24, 2025
PubMed
概括

准确估计森林地表树木生物量 (AGB) 对于碳储存的评估至关重要. 这项研究使用遥感数据和随机森林算法来改进AGB预测模型,提高森林碳监测效率.

关键词:
在地面上的生物质森林碳森林库存和分析一个 LiDAR机器学习随机森林回归

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