基于无人机激光扫描(DLS)的分割方法评价树木位置对森林系统树冠面积、高度和树冠不对称性的影响

IF 2.2 3区 农林科学 Q2 AGRONOMY
Gina Dogliotti, Ivan Rizzo, Andres Baietto, Juan P. Posse, Natalie Aubet, Nahuel Lamas, Jaime Gonzalez-Talice
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引用次数: 0

摘要

森林放牧系统(SPS)通过将树木与畜牧生产结合起来,是一种很有前途的可持续土地利用方法。在SPS中,树木的空间排列对树冠的发育起着重要的作用。位于人工林周边的边缘树木在胡同布置的SPS中尤为重要,因为它们是最普遍的,并表现出鲜明的结构特征。本研究利用无人机激光扫描(DLS)数据,评估了树木位置对三排森林系统树冠不对称、树冠面积(CA)和树冠高度(Ht)的影响。研究对象为2个3岁和10岁的桉树林分。利用倒立分水岭分割法估计树木的树木特征变量CA和Ht,并根据树木在三行排列中的位置将树木分为外东(EE)、外西(EW)和中(M)三类。采用6个指标(CAI4、CAI5、CAI10、CAI13、DistTC、Dist/CA)分析冠不对称性。结果表明,与中间树相比,外树(EE和EW)的CA显著增加,在10年林分中差异高达39%。相比之下,树高表现出最小的位置差异(1-3%)。冠不对称指数(CAIs)相关性强(Spearman 's ρ = 0.83-0.99),其中CAI13、CAI10和CAI4的一致性特别高。该研究强调了树木位置在确定树冠结构中的重要性,并证明了遥感技术在精确的树木测量评估方面的有效性,为更好地管理和设计可持续的森林系统提供了信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Evaluating the effect of tree position on crown area, height, and crown asymmetry in Silvopastoral systems using drone laser scanning (DLS)-based segmentation

Silvopastoral systems (SPS) represent a promising approach to sustainable land use by integrating trees with livestock production. In SPS, the spatial arrangement of trees plays a significant role in crown development. Edge trees, located at the plantation perimeter, are particularly important in alley arranged SPS, as they are the most prevalent and exhibit distinct structural characteristics. The study evaluates the effects of tree position on crown asymmetry, Crown Area (CA), and height (Ht) in a triple-row silvopastoral system using Drone Laser Scanning (DLS) data. The research was conducted on two Eucalyptus grandis stands, 3 and 10 years old. Inverted watershed segmentation method was used to estimate dendrometric variables such as CA and Ht, and trees were classified based on their position within the triple-row arrangement into three categories: external east (EE), external west (EW), and middle (M). Crown asymmetry was analyzed using six indices (CAI4, CAI5, CAI10, CAI13, DistTC, Dist/CA). Results demonstrated significantly larger CA in external trees (EE and EW) compared to middle trees, reaching differences of up to 39% in the 10-year-old stand. In contrast, tree height showed minimal positional differences (1–3%). Crown asymmetry indices (CAIs) were strongly correlated (Spearman’s ρ = 0.83–0.99), with CAI13, CAI10, and CAI4 showing particularly high consistency. This research highlights the importance of tree position in determining crown structure and demonstrates the effectiveness of remote sensing technologies for precise dendrometric assessments, informing better management and design of sustainable silvopastoral systems.

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来源期刊
Agroforestry Systems
Agroforestry Systems 农林科学-林学
CiteScore
5.30
自引率
9.10%
发文量
78
审稿时长
4.5 months
期刊介绍: Agroforestry Systems is an international scientific journal that publishes results of novel, high impact original research, critical reviews and short communications on any aspect of agroforestry. The journal particularly encourages contributions that demonstrate the role of agroforestry in providing commodity as well non-commodity benefits such as ecosystem services. Papers dealing with both biophysical and socioeconomic aspects are welcome. These include results of investigations of a fundamental or applied nature dealing with integrated systems involving trees and crops and/or livestock. Manuscripts that are purely descriptive in nature or confirmatory in nature of well-established findings, and with limited international scope are discouraged. To be acceptable for publication, the information presented must be relevant to a context wider than the specific location where the study was undertaken, and provide new insight or make a significant contribution to the agroforestry knowledge base
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