激光雷达
生物量(生态学)
树木异速生长
环境科学
生态系统
异速滴定
航程(航空)
比例(比率)
遥感
波形
森林生态学
叶面积指数
大气科学
自然地理学
生态学
地理
地质学
生物
雷达
计算机科学
地图学
复合材料
生物量分配
电信
材料科学
作者
Wenge Ni‐Meister,Shihyal Lee
标识
DOI:10.1109/igarss39084.2020.9324244
摘要
To reduce the site-dependent calibration effort for large scale above-ground biomass density (AGBD) estimation using the Ecosystem Dynamics Investigation (GEDI) lidar measurements, this study investigates the allometric relationship between the lidar waveform measurements and ABGD in forests with different ecosystem structure characteristics. We developed a biomass index directly from full waveform measurements. This index shows a consistent linear relationship with AGBD in different forest biomes. The index explains 87% of biomass variation (R2 ~ 0.87). For regions with relative narrow range of above-ground biomass, the index has similar performance with lidar height metrics. However it significantly outperforms the commonly used lidar height metrics for forests with large variations of vegetation structure and above-ground biomass range. The results indicate intrinsic allometric relationships between forest ABGD and lidar full waveform data. This index has a great potential to map large scale above-ground biomass using the GEDI measurements.
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