林业中的地面激光扫描:在测量单个树的参数时的准确性和效率
Zhangmai Li1, Qinghua Qiao2, Zibin Han3
1The College of Resource Environment and Tourism, Capital Normal University, Beijing, China.
PloS one
|September 5, 2025
概括
陆地激光扫描 (TLS) 显示了森林库存的潜力,但单次扫描对树木高度的准确性有限. 它提供适度的树木检测和DBH精度在50米以内,有助于图片测量.
科学领域:
- 林业科学
- 遥感技术
- 地理空间分析
背景情况:
- 在全球范围内, 精确的森林资源监测至关重要.
- 陆地激光扫描 (TLS) 提供高效准确的森林数据采集.
- 有限的研究评估了单个树参数的单站单扫描TLS准确性.
研究的目的:
- 系统地评估TLS在检索单个树参数 (位置,高度,DBH) 的准确性.
- 评估单扫描TLS数据对森林库存的有效性.
- 为基于TLS的森林地块测量提供验证.
主要方法:
- 使用TLS,空中激光扫描 (ALS) 和现场测量进行验证.
- 分析的结构参数包括树高度和胸高直径 (DBH).
- 在50米半径内检查树位的准确性和检测率.
主要成果:
- 单扫描TLS对树木高度的估计准确性有限 (RMSE:Populus为11.61米,Styphnolobium为2.13米).
- 在50米范围内实现了55.96-64.26%的树木检测率.
- 报告的DBH RMSE为1.60厘米 (9.03%的RRMSE),单个树木的RMSE点为0.11米.
结论:
- TLS 展示了作为森林清单的有效工具的潜力.
- 这些发现突显了单扫描TLS在精确的树高度检索方面的局限性.
- 结果为评估TLS衍生的森林地块数据的可靠性提供了基础.
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