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基于综合遥感指数的松嫩平原西部草地退化及其对干旱的响应

Grassland degradation and its response to drought in the western Songnen Plain based on comprehensive remote sensing index

  • 摘要: 草地生态系统是陆地生态系统中最重要、分布最广的生态系统类型之一, 分析草地退化及其影响因素, 对草地资源保护与利用、退化生态系统恢复与重建具有极其重要的指导意义。该文采用面向对象分类和多层次决策树方法提取了松嫩平原西部草地分布信息, 综合考虑植被和土壤退化情况, 基于Landsat TM影像数据构建了2000—2020年偶数年份共11年的草地退化综合遥感指数, 对草地退化程度进行了时空动态评价; 以标准化降水蒸散指数(standardized precipitation evapotranspiration index, SPEI)作为评价干旱的指标, 分析草地退化程度对气候干旱时空变化的响应。结果表明: 2000—2020年松嫩平原西部草地由105.17万hm2减少到102.47万hm2, 年减少率为0.1%。草地退化趋势表现为不显著下降, 81.7%的草地退化趋势表现为保持稳定或趋于减轻; 春、夏季SPEI均呈上升趋势, 干旱程度趋于减轻且区域差异性显著; 草地退化指数与春、夏季SPEI整体呈不显著正相关。此研究结果可为松嫩平原西部草地保护及可持续利用提供数据支撑, 对松嫩平原西部草地生态效益及经济效益的调控具有积极的意义。

     

    Abstract: The grassland ecosystem is one of the most important and widely distributed terrestrial ecosystems. Analyzing the grassland degradation and its influential factors holds great significance for guiding the conservation and sustainable use of grassland resources, as well as the restoration and reconstruction of degraded ecosystems. This study extracted information on the distribution of grassland in western Songnen Plain using an object-oriented classification method and a multi-layer decision tree while comprehensively considering the degradation of vegetation and soils. Using Landsat TM image data, this study constructed a comprehensive grassland degradation index (GDI) for 11 even years from 2000 to 2020, followed by the assessment of the spatiotemporal dynamics of grassland degradation. Using the standardized precipitation evapotranspiration index (SPEI) as an indicator of drought, this study analyzed the responses of grassland degradation to the spatiotemporal changes in climate-induced drought. The results indicate that from 2000 to 2020, grassland in the western Songnen Plain decreased to 1 024 700 hm2 from 1 051 700 hm2, with an annual decreasing rate of 0.1%. The grassland degradation showed a nonsignificant downward trend, with 81.7% of the grassland exhibiting a stable or downward degradation trend. The SPEI exhibited an increasing trend in both spring and summer, representing a downward drought trend with significant regional differences. Besides, there was a nonsignificant weak positive correlation between GDI and SPEI in both spring and summer. The results of this study will provide data support for the conservation and sustainable use of grasslands in the western Songnen Plain, while also holding active significance for managing and controlling the ecological and economic benefits of grasslands in this region.

     

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