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基于背包激光扫描的中国哀牢山千家寨林分结构提取与群落分析

Stand Structure Extraction and Analysis of Communities in Qianjiazhai, Ailao Mountain, China, Based on Backpack Laser Scanning.

作者信息

Gao Xiongfu, Shi Xiaoqing, Xu Weiheng, Lan Zengquan, He Juxiang, Wang Huan, Wang Leiguang, Lu Ning, Ou Guanglong

机构信息

College of Big Data and Intelligent Engineering, Southwest Forestry University, Kunming 650233, China.

Anciant Tea Plant Research Center, Southwest Forestry University, Kunming 650223, China.

出版信息

Plants (Basel). 2025 Aug 11;14(16):2485. doi: 10.3390/plants14162485.

DOI:10.3390/plants14162485
PMID:40872108
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12389430/
Abstract

The stand structure of ancient tea tree () communities is critical for maintaining their structural and functional stability. Therefore, this study employed backpack laser scanning (BLS) technology to extract individual tree parameters (diameter at breast height, tree height, relative coordinates, etc.) in seven sample plots (25 m × 25 m each) to analyze their spatial and non-spatial structure characteristics. Firstly, the accuracy of diameter at breast height (DBH) and tree height (TH) estimations using BLS resulted in a root mean square error () of 4.247 cm and 2.736 m and a coefficient of determination () of 0.948 and 0.614, respectively. Secondly, in this community, trees exhibited an aggregated spatial distribution (average uniform angle > 0.59), with small differences in DBH among adjacent trees (average dominance > 0.48) and a high proportion of adjacent trees belonging to different species (average mingling > 0.64). Ancient tea trees in the 5-15 cm diameter class face considerable competitive pressure, with values ranging from 14.28 to 179.03. Thirdly, this community exhibits rich species composition (more than 7 families, 8 genera, and 10 species, respectively), strong regeneration capacity (with an inverse J-shaped diameter distribution), uniform species distribution (Pielou evenness index > 0.71), and high species diversity (with a Shannon-Wiener diversity index ranging from 1.65 to 2.47 and a Simpson diversity index ranging from 0.71 to 0.91), and the ancient tea trees maintain a prominent dominant status and important value ranging from 19.36% to 49%. The results indicate that, under the current conditions, the structure and function of this community collectively exhibit relatively stable characteristics. BLS provides a powerful tool for the research and conservation of rare and endangered species.

摘要

古茶树()群落的林分结构对于维持其结构和功能稳定性至关重要。因此,本研究采用背包式激光扫描(BLS)技术,在7个样地(每个样地25米×25米)中提取单株树木参数(胸径、树高、相对坐标等),以分析其空间和非空间结构特征。首先,利用BLS估算胸径(DBH)和树高(TH)的精度,均方根误差()分别为4.247厘米和2.736米,决定系数()分别为0.948和0.614。其次,在该群落中,树木呈现聚集分布格局(平均均匀角>0.59),相邻树木间胸径差异较小(平均优势度>0.48),且相邻树木中不同物种的比例较高(平均混交度>0.64)。胸径在5 - 15厘米级别的古茶树面临较大竞争压力,其值在14.28至179.03之间。第三,该群落物种组成丰富(分别超过7科、8属和10种),更新能力强(直径分布呈反J形),物种分布均匀(皮洛均匀度指数>0.71),物种多样性高(香农 - 威纳多样性指数在1.65至2.47之间,辛普森多样性指数在0.71至0.91之间),古茶树保持显著的优势地位,重要值在19.36%至49%之间。结果表明,在当前条件下,该群落的结构和功能总体呈现相对稳定的特征。BLS为珍稀濒危物种的研究和保护提供了有力工具。

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本文引用的文献

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Seasonal structural stability promoted by forest diversity and composition explains overyielding.由森林多样性和组成所促进的季节性结构稳定性解释了超产现象。
Ecology. 2025 Mar;106(3):e70055. doi: 10.1002/ecy.70055.
3
Three-Dimensional Instance Segmentation Using the Generalized Hough Transform and the Adaptive n-Shifted Shuffle Attention.
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Sensors (Basel). 2024 Nov 12;24(22):7215. doi: 10.3390/s24227215.
4
Genetic analyses of ancient tea trees provide insights into the breeding history and dissemination of Chinese Assam tea ( var. ).对古茶树的遗传分析为中国阿萨姆茶(变种)的育种历史和传播提供了见解。
Plant Divers. 2023 Jun 8;46(2):229-237. doi: 10.1016/j.pld.2023.06.002. eCollection 2024 Mar.
5
Relationship between Species Diversity and Community Stability in Degraded Alpine Meadows during Bare Patch Succession.退化高寒草甸裸斑演替过程中物种多样性与群落稳定性的关系
Plants (Basel). 2023 Oct 15;12(20):3582. doi: 10.3390/plants12203582.
6
Genetic diversity of the wild ancient tea tree (Camellia taliensis) populations at different altitudes in Qianjiazhai.千家寨野生古茶树不同海拔居群的遗传多样性。
PLoS One. 2023 Apr 18;18(4):e0283189. doi: 10.1371/journal.pone.0283189. eCollection 2023.
7
HPLC and high-throughput sequencing revealed higher tea-leaves quality, soil fertility and microbial community diversity in ancient tea plantations: compared with modern tea plantations.高效液相色谱法和高通量测序显示,与现代茶园相比,古茶园的茶叶品质更高,土壤肥力和微生物群落多样性更高。
BMC Plant Biol. 2022 May 12;22(1):239. doi: 10.1186/s12870-022-03633-6.
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