[Characteristics of Vegetation and Soil of Degraded Grasslands and Their Relationships in Xizang].

Q2 Environmental Science 环境科学 Pub Date : 2024-09-08 DOI:10.13227/j.hjkx.202309141
Qing-Wan Li, Jin-Kai Gu, Qing-Lin Li, Wan-Chi Li, Sheng-Jian Xiang, Guo-Yong Tang
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Abstract

To investigate the characteristics of grassland degradation on a regional scale in Xizang, data on grassland degradation from the second grassland survey of Xizang and 12 vegetation and soil indicators from the National Tibetan Plateau Data Center were collected. Using ArcMap, 10 000 random sample points were selected on raster data (excluding non-grassland, desertification, and salinization data, leaving 7 949 valid sample points). The multi-value extraction to-point method was applied to extract degradation and indicator data for each sample point. The characteristics of degraded grassland vegetation and soil and their relationships were analyzed in Xizang. Moreover, random forest modeling was conducted to predict the trend of grassland ecosystem changes. The results indicated that: ① The grasslands in Xizang were primarily composed of alpine steppe and alpine meadow types, accounting for 45.83% and 41.15% of the valid sample points, respectively. ② With the intensification of grassland degradation, the number of steppe-type species among the 17 grassland types gradually decreased, and the proportion of steppe dominated by species such as Stipa purpurea and Carex moorcroftii decreased, whereas the proportion of miscellaneous grasses and Dasiphora fruticosa increased. ③ As the degree of degradation increased, vegetation indicators generally showed a declining trend, with soil total nitrogen, total phosphorus, total potassium, and organic carbon decreasing, whereas soil pH and bulk density increased, and soil moisture content was not significant. ④ A positive correlation exists between soil moisture content, total nitrogen, total phosphorus, total potassium, organic carbon, vegetation cover, net primary productivity of vegetation, normalized difference vegetation index, aboveground biomass, and habitat quality. However, there was a negative correlation between pH and soil bulk density, and the correlation coefficients among various indicators decreased with the intensification of degradation. ⑤ The random forest simulation results showed that during the degradation process, the contribution rates of soil bulk density and habitat quality both exceeded 12%, with the model prediction accuracy reaching 78%. The study revealed that grassland degradation in Xizang was closely related to soil bulk density and habitat quality, indicating that higher soil bulk density or lower habitat quality may correspond to more severe grassland degradation. This provides a scientific basis for future grassland conservation and management.

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[西藏退化草地植被和土壤特性及其关系]。
为研究西藏区域尺度的草地退化特征,收集了西藏第二次草原调查的草地退化数据和国家青藏高原数据中心的12项植被和土壤指标。利用 ArcMap 在栅格数据中随机抽取 10 000 个样本点(剔除非草地、荒漠化和盐碱化数据,剩余 7 949 个有效样本点)。采用多值提取法提取每个样点的退化程度和指标数据。分析了西藏草地植被和土壤退化的特征及其关系。同时,采用随机森林模型预测草原生态系统变化趋势。结果表明:①西藏草原主要由高寒草原类型和高寒草甸类型组成,分别占有效样点的 45.83%和 41.15%。随着草地退化程度的加剧,17 种草地类型中草原类型的物种数量逐渐减少,以紫茎蕨(Stipa purpurea)和禾本科草(Carex moorcroftii)为主的草原类型所占比例下降,杂草和禾本科草(Dasiphora fruticosa)所占比例上升。随着退化程度的加剧,植被指标总体呈下降趋势,土壤全氮、全磷、全钾和有机碳均有所下降,而土壤 pH 值和容重有所上升,土壤含水量无显著变化。土壤水分含量、全氮、全磷、全钾、有机碳、植被覆盖度、植被净初级生产力、归一化差异植被指数、地上生物量和生境质量之间存在正相关。然而,pH 值与土壤容重之间呈负相关,且各指标之间的相关系数随退化程度的加剧而降低。随机森林模拟结果表明,在退化过程中,土壤容重和生境质量的贡献率均超过 12%,模型预测准确率达到 78%。研究表明,西藏草地退化与土壤容重和生境质量密切相关,土壤容重越高或生境质量越低,草地退化越严重。这为今后的草原保护和管理提供了科学依据。
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来源期刊
环境科学
环境科学 Environmental Science-Environmental Science (all)
CiteScore
4.40
自引率
0.00%
发文量
15329
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