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利用基于无人机的机载激光扫描评估行向和树冠形态对……生长的影响

Evaluating the Influence of Row Orientation and Crown Morphology on Growth of . with Drone-Based Airborne Laser Scanning.

作者信息

Sumnall Matthew J, Carter David R, Albaugh Timothy J, Cook Rachel L, Campoe Otávio C, Rubilar Rafael A

机构信息

Department of Forest Resources and Environmental Conservation, Virginia Polytechnic Institute and State University, Blacksburg, VA 24061, USA.

Department of Forestry and Environmental Resources, North Carolina State University, Raleigh, NC 27695, USA.

出版信息

Plant Phenomics. 2024 Oct 23;6:0264. doi: 10.34133/plantphenomics.0264. eCollection 2024.

Abstract

The tree crown's directionality of growth may be an indicator of how aggressive the tree is in terms of foraging for light. Airborne drone laser scanning (DLS) has been used to accurately classify individual tree crowns (ITCs) and derive size metrics related to the crown. We compare ITCs among 6 genotypes exhibiting different crown architectures in managed loblolly pine () in the United States. DLS data are classified into ITC objects, and we present novel methods to calculate ITC shape metrics. Tree stems are located using (a) model-based clustering and (b) weighting cluster-based size. We generated ITC shape metrics using 3-dimensional (3D) alphashapes in 2 DLS acquisitions of the same location, 4 years apart. Crown horizontal distance from the stem was estimated at multiple heights, in addition to calculating 3D volume in specific azimuths. Crown morphologies varied significantly ( < 0.05) spatially, temporally, and among the 6 genotypes. Most genotypes exhibited larger crown volumes facing south (150° to 173°). We found that crown asymmetries were consistent with (a) the direction of solar radiation, (b) the spatial arrangement and proximity of the neighboring crowns, and (c) genotype. Larger crowns were consistent with larger increases in stem volume, but that increases in the southern portions of crown volume were consistent with larger stem volume increases, than in the north. This finding suggests that row orientation could influence stem growth rates in plantations, particularly impacting earlier development. These differences can potentially reduce over time, especially if stands are not thinned in a timely manner once canopy growing space has diminished.

摘要

树冠的生长方向性可能是树木在采光方面积极程度的一个指标。机载无人机激光扫描(DLS)已被用于准确分类单个树冠(ITC)并得出与树冠相关的尺寸指标。我们比较了美国人工林中表现出不同树冠结构的6种基因型的ITC。DLS数据被分类为ITC对象,并且我们提出了计算ITC形状指标的新方法。使用(a)基于模型的聚类和(b)基于聚类大小的加权来定位树干。我们在相隔4年的同一位置的2次DLS采集数据中使用三维(3D)阿尔法形状生成ITC形状指标。除了计算特定方位的3D体积外,还在多个高度估计了树冠距树干的水平距离。树冠形态在空间、时间和6种基因型之间存在显著差异(P<0.05)。大多数基因型朝南(1

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9927/11496608/11a46da715e3/plantphenomics.0264.fig.001.jpg

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