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生态学杂志 ›› 2024, Vol. 43 ›› Issue (2): 564-575.doi: 10.13291/j.1000-4890.202402.041

• 研究报告 • 上一篇    下一篇

基于标准化遥感生态指数的汾河流域生态评价与时序分析

何洋,赵喜萍*   

  1. (太原理工大学水利科学与工程学院, 太原 030024)
  • 出版日期:2024-02-06 发布日期:2024-02-07

Ecological evaluation and time series analysis of Fenhe River Basin based on standardized remote sensing ecological index.

HE Yang, ZHAO Xiping*   

  1. (School of Hydro Science and Engineering, Taiyuan University of Technology, Taiyuan 030024, China).
  • Online:2024-02-06 Published:2024-02-07

摘要: 在黄河流域生态保护与高质量发展的战略背景下,开展汾河流域生态质量评价与时序动态特征分析对流域的生态保护与可持续发展政策的制定至关重要。基于Google Earth Engine平台,在绿度(NDVI)、湿度(Wet)、热度(LST)、干度(NDBSI)的基础上增加土壤盐度(BCSI)、PM2.5浓度指标,通过主成分分析法构建标准化遥感生态指数(SRSEI)来评价汾河流域的生态质量;通过Theil-Sen median趋势分析、Mann-Kendall检验和Hurst指数,对汾河流域的生态质量进行时序动态特征分析。结果表明:2000—2020年SRSEI与各指标的多年平均相关度为0.8191;2000—2020年汾河流域SRSEI均值由0.4133增长到0.5176;流域内,山地的生态质量最好,盆地的生态质量最差;流域内,生态改善与恶化区域面积比例分别为83.32%和15.96%,生态持续改善与持续恶化面积比例分别为19.3%和5.98%;山地与盆地生态出现恶化的区域分别占流域生态恶化面积的26.21%和52.87%;SRSEI对汾河流域生态评价的结果是可靠的;2000—2020年汾河流域生态质量总体呈现改善趋势;生态恶化主要发生在盆地。应加强盆地生态治理、建设生态设施、营造生态防护林,避免人对自然的过度破坏。


关键词: 汾河流域, 标准化遥感生态指数, 生态质量评价, 时序动态特征, 主成分分析

Abstract: Under the strategic background of ecological protection and high-quality development in the Yellow River Basin, it is of great significance to carry out ecological quality evaluation and time-series analysis of the Fenhe River Basin, which would be helpful for the policymaking of ecological protection and sustainable development. Based on the Google Earth Engine platform, using greenness (NDVI), humidity (Wet), heat (LST) and dryness (NDBSI), as well as soil salinity (BCSI) and PM2.5 concentration as indicators, we constructed a standardized remote sensing ecological index (SRSEI) by principal component analysis and used it to evaluate the ecological quality of the Fenhe River Basin. We further analyzed the time-series dynamic characteristics of the ecological quality of the Fenhe River Basin using Theil-Sen median trend analysis, Mann-Kendall test, and Hurst index. The multi-year (from 2000 to 2020) average correlation between SRSEI and various indicators was 0.8191. From 2000 to 2020, the average value of SRSEI of the Fenhe River Basin increased from 0.4133 to 0.5176. In the basin, the ecological quality of the mountains was the best, and that of the depression was the worst. In the basin, the area proportion of ecological improvement and deterioration area was 83.32% and 15.96%, respectively. The area proportion of ecological continuous improvement and deterioration was 19.3% and 5.98% respectively. The areas with ecological deterioration in mountains and depression accounted for 26.21% and 52.87% of the ecological deterioration areas of the river basin, respectively. In conclusion, the results of ecological assessment of Fenhe River Basin by SRSEI were reliable. From 2000 to 2020, the ecological quality of the Fenhe River Basin showed an overall improvement trend. The ecological deterioration mainly occurred in the depression. The ecological management of the basin should be strengthened, ecological facilities should be built, and ecological shelter forests should be planted to avoid excessive damage to nature by humans.


Key words: Fenhe River Basin, standardized remote sensing ecological index, ecological quality evaluation, time series dynamic characteristic, principal component analysis