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    基于InVEST模型的丹江口水库上游流域水源涵养功能时空格局及驱动力分析

    Spatio-temporal pattern and driving forces of water conservation function in the upstream basin of Danjiangkou Reservoir based on the InVEST model

    • 摘要:
      研究目的 丹江口水库上游流域作为南水北调中线工程的核心水源区,探究其水源涵养功能的时空格局及驱动因素对于保障南水北调工程的可持续运行具有重要意义。
      研究方法 本研究基于InVEST模型解析丹江口水库上游流域2010—2023年水源涵养量的时空演变格局,分析其对土地利用类型和高程的响应;采用最优参数地理探测器模型,量化不同降水条件下土地利用、高程、NDVI、夜间灯光指数等多因子的交互驱动效应。
      研究结果 丹江口水库上游水源涵养量年际波动与降水过程高度耦合,整体呈轻微的增长趋势,空间分布呈“南高北低”格局;不同土地利用类型中,涵养功能强度依次为灌木>林地>草地>耕地>建设用地,在高程梯度上呈现涵养功能强度随海拔降低而递减的趋势;地理探测器结果显示,枯水年以降水量为主要驱动因素,丰水年以土地利用类型和降水量共同主导,平水年以土地利用类型为主要驱动因素。
      结论 丹江口水库上游流域整体水源涵养功能较强,其中盆地区及库区周边丘陵区为水源涵养低值区,降水量及土地利用类型为主要驱动因子。

       

      Abstract:
      This paper is the result of ecological geological survey engineering.
      Objective As the core water source area for the Middle Route of the South-to-North Water Diversion Project, exploring the spatiotemporal evolution patterns and driving mechanisms of the water conservation function in the upstream basin of the Danjiangkou Reservoir is of great significance for safeguarding the sustainable operation of the project.
      Methods Based on the InVEST model, this study analyzed the spatiotemporal evolution pattern of water conservation in the upper basin of the Danjiangkou Reservoir from 2010 to 2023, and examined its response to land use types and elevation. The optimal parameter geographical detector model was applied to quantify the interactive driving effects of multiple factors including land use, elevation, NDVI, and nighttime light index under different precipitation conditions.
      Results The interannual fluctuation of water conservation in the upstream area of the Danjiangkou Reservoir exhibits a strong coupling with precipitation processes and an overall slight increasing trend. Spatially, it presents a distribution pattern of "higher in the south and lower in the north."; Among different land use types, the water conservation capacity follows the order: shrubland > forestland > grassland > cropland > construction land. Along the elevation gradient, the water conservation capacity generally tends to decrease as altitude declines. the results of geographical detector show that precipitation is the main driving factor in dry years, land use type and precipitation jointly dominate in wet years, and land use type is the main driving factor in normal years.
      Conclusions The overall water conservation function of the upper basin of the Danjiangkou Reservoir is relatively strong. Basins and hilly areas surrounding the reservoir are low-value areas of water conservation, and precipitation and land use type are the main driving factors.

       

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