Yu Tian, Fangfang Qiang, Guangquan Liu, Changhai Liu, Ning Ai
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引用次数: 0
摘要
本研究以黄土丘陵区金福坪小流域为研究区。通过实地调查和室内分析,结合空间自相关分析、普通最小二乘法(OLS)、地理加权回归模型(GWR)等方法,深入探讨研究区蚁科的空间分布特征及其驱动因素。研究结果表明:(1)空间自相关分析表明,蚁科分布受显著的空间依赖性调控,具有显著的空间自相关性(全局Moran’s I = 0.332;P < 0.01)。(2) GWR模型的空间可视化分析表明,土壤理化性质和地形因素对蚁科的空间分布具有局部性影响。有效磷(AP)和坡度(SLP)与蚂蚁数量呈极显著正相关。过氧化氢酶(HP)和地形起伏度(TR)与蚂蚁数量呈显著负相关。本研究揭示了黄土丘陵区甲酸虫科的空间分布格局及其与环境因子的复杂关系,阐明了生态系统过程分析中考虑空间异质性的重要性。研究结果为土壤生态系统的保护与管理提供了科学依据,也为今后的相关研究提供了新的方法和思路。
Spatial Distribution Characteristics and Driving Factors of Formicidae in Small Watersheds of Loess Hilly Regions.
This study takes the Jinfoping Small Watershed in the Loess Hilly Region as the research area. Through field investigation and laboratory analysis, combined with methods such as spatial autocorrelation analysis, the ordinary least squares method (OLS), and the geographically weighted regression model (GWR), it deeply explores the spatial distribution characteristics and driving factors of Formicidae in the study area. The research results are as follows: (1) Spatial autocorrelation analysis indicates that the distribution of Formicidae is significantly regulated by spatial dependence and has significant spatial autocorrelation (global Moran's I = 0.332; p < 0.01). (2) The spatial visualization analysis of the GWR model reveals that soil physical and chemical properties and topographic factors have local influences on the spatial distribution of Formicidae. Available phosphorus (AP) and slope (SLP) were significantly positively correlated with the number of ants. Hydrogen peroxidase (HP) and topographic relief (TR) were significantly negatively correlated with the number of ants. This study reveals the spatial distribution pattern of Formicidae in the Loess Hilly Region and its complex relationship with environmental factors, and clarifies the importance of considering spatial heterogeneity when analyzing ecosystem processes. The research results provide a scientific basis for the protection and management of soil ecosystems, and also offer new methods and ideas for future related research.
InsectsAgricultural and Biological Sciences-Insect Science
CiteScore
5.10
自引率
10.00%
发文量
1013
审稿时长
21.77 days
期刊介绍:
Insects (ISSN 2075-4450) is an international, peer-reviewed open access journal of entomology published by MDPI online quarterly. It publishes reviews, research papers and communications related to the biology, physiology and the behavior of insects and arthropods. Our aim is to encourage scientists to publish their experimental and theoretical results in as much detail as possible. There is no restriction on the length of the papers. The full experimental details must be provided so that the results can be reproduced. Electronic files regarding the full details of the experimental procedure, if unable to be published in a normal way, can be deposited as supplementary material.