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生态学杂志 ›› 2024, Vol. 43 ›› Issue (5): 1498-1508.doi: 10.13292/j.1000-4890.202405.040

• 技术与方法 • 上一篇    下一篇

耦合GMOP与FLUS模型的黄河流域甘肃段生态风险评估与预测

许静1*,廖星凯2,甘崎旭2,周茅先1   

  1. 1兰州财经大学农林经济管理学院, 兰州 730101; 2兰州财经大学经济学院, 兰州 730101)
  • 出版日期:2024-05-10 发布日期:2024-07-10

Assessment and prediction of ecological risk in Gansu section of the Yellow River Basin coupled with GMOP and FLUS models.

XU Jing1*, LIAO Xingkai2, GAN Qixu2, ZHOU Maoxian1   

  1. (1School of Agricultural and Forestry Economics and Management, Lanzhou University of Finance and Economics, Lanzhou 730101, China; 2School of Economics, Lanzhou University of Finance and Economics, Lanzhou 730101, China).

  • Online:2024-05-10 Published:2024-07-10

摘要: 黄河流域甘肃段生态地位关键,生态资源独特,生态系统脆弱,科学评估流域生态风险动态演变对于保障流域生态安全具有重要意义。本研究基于2000、2010和2020年土地覆被数据,耦合GMOP(灰色多目标决策)与GeoSOS-FLUS模型,揭示了2000—2020年黄河流域甘肃段生态风险变化趋势,预测了2030年多情景下土地利用格局与生态风险动态,并结合标准差椭圆、风险指数质心等方法探究了生态风险空间分异特征。结果表明:2000—2020年,研究区林地增加、草地萎缩、建设用地快速扩张,生态风险以较低与中等程度为主,生态风险指数由0.166升高到0.172;2020—2030年,自然发展情景下,建设用地面积显著增加,草地与耕地面积退缩,生态风险等级上升,低风险区面积减少8143.63 km2;生态保护情景下,林地面积增长,生态风险等级降低,低与较低风险区总面积增加10552.17 km2;经济发展与综合发展情景下,耕地扩张明显,低与较低风险区总面积分别增加7164.60与9708.15 km2;与自然发展情景相比,其他3种模拟情景下均呈高风险区质心向西北迁移,低风险区质心向西南迁移,且高风险区分布集聚的特征。研究结果可以为黄河流域甘肃段生态风险防范提供理论依据。


关键词: 景观生态风险, 土地利用, GMOP模型, FLUS模型, 多情景, 黄河流域甘肃段

Abstract: It is important to scientifically assess the ecological risk dynamics of Gansu section of the Yellow River Basin for ensuring ecological security, which has characteristics of critical ecological status, unique ecological resources, and fragile ecosystems. Based on land cover data in 2000, 2010, and 2020, we coupled GMOP (Grey Multi-Objective Planning) and GeoSOS-FLUS models to examine the trend of ecological risk changes in this region from 2000 to 2020. We further predicted the land use pattern and ecological risk in 2030 under multiple scenarios. The standard deviation ellipse analysis and risk index centroid analysis were combined to explore the spatial variations of ecological risks. The results showed that from 2000 to 2020, the area of woodland increased, that of grassland shrank, and the construction land expanded rapidly. The ecological risk was mainly at low and moderate levels, with the ecological risk index increasing from 0.166 to 0.172. From 2020 to 2030, under the natural development scenario, the area of construction land will significantly increase, the area of grassland and cultivated land will decrease, the ecological risk level will increase, and the area of minor risk region will reduce by 8143.63 km2. Under the ecological protection scenario, the area of woodland will expand, the level of ecological risk will reduce, and the area of minor and low risk regions will increase by a total of 10552.17 km2. Under the economic development and comprehensive development scenarios, the total area of minor and low risk regions will increase by 7164.60 and 9708.15 km2, respectively. Compared with the natural development scenario, other three simulation scenarios exhibit the characteristics of extremely high risk region centroid migrating to the northwest, minor risk region centroid migrating to the southwest, and extremely high risk regions gathering. The results can provide theoretical basis for ecological risk prevention in Gansu section of the Yellow River Basin.


Key words: landscape ecological risk, land use, GMOP model, FLUS model, multi-scenario, Gansu section of the Yellow River Basin