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3DSO: Quantifying forest three-dimensional structural organization beyond the canopy surface using LiDAR data
DOI:10.1016/j.rse.2026.115668.png)
摘要
En 中文
• 3DSO量化森林的可被LiDAR观测的三维结构组织。
• 3DSO将对称不变的体素模式与空间部署相结合。
• 添加3DSO将样地级胸高断面积(BA)的样本内R2从0.54提高到0.69。
• 3DSO方差的22.67%与六个基准指标不共享。
Keyword:
3-D structural organization
LiDAR point clouds
Voxelized structural patterns
Spatial deployment
Forest structural complexity
期刊
IF:
11.4
论文数:
1.1W
被引数:
9.4W
机构
引用论文
Structural and species diversity explain aboveground carbon storage in forests across the United States: Evidence from GEDI and forest inventory data结构和物种多样性解释了美国森林的地上碳储量: 来自GEDI和森林清单数据的证据
Characterizing local forest structural complexity based on multi-platform and-sensor derived indicators基于多平台和传感器派生指标的局部森林结构复杂性表征
Expanding forest research with terrestrial LiDAR technology利用地面激光雷达技术拓展森林研究
Nature Communications
IF15.7
Towards a point cloud understanding framework for forest scene semantic segmentation across forest types and sensor platforms面向跨森林类型和传感器平台的森林场景语义分割的点云理解框架

