欢迎访问《应用生态学报》官方网站,今天是 分享到:

应用生态学报 ›› 2025, Vol. 36 ›› Issue (5): 1478-1486.doi: 10.13287/j.1001-9332.202505.021

• • 上一篇    下一篇

基于InVEST-MGWR模型的黄河流域山西段生境质量变化及其影响因素

郝子萱, 马佳凯, 王傲, 王晋芳, 甄志磊*   

  1. 山西农业大学城乡建设学院, 山西晋中 030801
  • 收稿日期:2024-11-08 修回日期:2025-03-02 出版日期:2025-05-18 发布日期:2025-11-18
  • 通讯作者: *E-mail: zhencheng@sxau.edu.cn
  • 作者简介:郝子萱, 女, 2000年生, 硕士研究生。主要从事城乡人居环境景观规划与生态设计研究。E-mail: hzxft0429@163.com
  • 基金资助:
    山西省基础研究计划项目(202103021224135)

Assessing the changes of habitat quality and its influencing factor in the Shanxi Section of the Yellow River Basin based on InVEST-MGWR model

HAO Zixuan, MA Jiakai, WANG Ao, WANG Jinfang, ZHEN Zhilei*   

  1. College of Urban and Rural Construction, Shanxi Agricultural University, Jinzhong 030801, Shanxi, China
  • Received:2024-11-08 Revised:2025-03-02 Online:2025-05-18 Published:2025-11-18

摘要: 山西省是黄河流域重要的生态屏障,也是黄河流域生态保护和高质量发展的重要区域。基于黄河流域山西段2000、2010、2020年的土地利用、高程和国内生产总值数据,利用InVEST模型、Fragstats和多尺度地理加权回归模型,探究黄河流域山西段生境质量的分布特征以及影响因素。结果表明: 耕地、林地和草地为研究区主要土地利用类型,其次是建设用地和水体,未利用地占比较小。2000—2020年间,黄河流域山西段的耕地面积减少,建设用地持续增加。黄河流域山西段的生境质量整体呈下降趋势,低生境区面积显著增加,高生境质量区变化不明显。生境质量在空间上呈现出东南和西北高、中心和西南低的特征。GDP和建设用地比例对研究区生境质量具有负向影响,在研究区南部中条山、东部太岳山和西部的吕梁山的负向影响明显;聚集度指数对生境质量具有正向影响,从中部向周边逐渐增加,并随时间变化逐渐减弱;蔓延度指数主要在生境质量低值区呈负向影响,斑块丰富度指数主要在生境质量高值区呈负向影响,Shannon均匀度指数主要在植被覆盖度高的地区对生境质量呈负向影响,指示了生态系统与人类活动之间的复杂互动关系。本研究将为制定有效的生态保护政策和生态系统的可持续发展提供理论依据。

关键词: 黄河流域, 生境质量, 土地利用, 多尺度地理加权回归模型, 影响因素

Abstract: Shanxi Province acts as a critical ecological barrier in the Yellow River Basin (YRB) and is an important area for ecological protection and high-quality development. With the data of land use, elevation, and gross domestic product (GDP) of the Shanxi section of the Yellow River Basin (SYRB) in 2000, 2010, and 2020, we employed the InVEST, Fragstats, and multi-scale geographically weighted regression (MGWR) models to investigate the distribution characteristics of habitat quality and its influencing factors within the SYRB. The results showed that cultivated land, forest, and grassland were the predominant land use types, followed by construction land and water area, while unused land accounted for small proportion. Between 2000 and 2020, the area of cultivated land in the SYRB had decreased and that of construction land had continuously increased. Habitat quality in the SYRB exhibited a declining trend, with a significant increase in the area of low-quality habitat, while change in high-qua-lity habitat area was not pronounced. Spatially, the habitat quality exhibited a pattern with higher values in the southeast and northwest, and lower values in the central and southwestern regions. The GDP and the rate of land urbanization negatively impacted habitat quality, exhibiting significant negative influences on the Zhongtiao Mountains in the south, the Taiyue Mountains in the east, and the Lyuliang Mountains in the west. Conversely, the aggregation index positively influenced habitat quality, with the range gradually expanding from the central area to the periphery and diminishing over time. The contagion index primarily exhibited negative impact on area with low habitat quality. The patch richness index mainly demonstrated a negative influence on area with high habitat quality. The Shannon evenness index predominantly affected habitat quality negatively in area with high vegetation coverage. Our results indicated the complex interaction between ecosystems and human activities. This study would provide a theoretical basis for the formulation of effective ecological protection policies and the sustainable development of ecosystems.

Key words: Yellow River Basin, habitat quality, land use, multi-scale geographically weighted regression model, influencing factor