秦淮河流域径流过程对土地利用变化的响应

    Response of runoff processes to land use changes in the Qinhuai River Basin

    • 摘要: 土地利用变化影响了流域产汇流机制,进而改变了流域洪水响应过程,成为流域径流演变的主要驱动因素,特别是城市化流域最为明显。为深入探究快速城市化背景下土地利用变化对流域径流的影响,该研究以南京市秦淮河流域为例,利用2005、2010、2015和2020年4期土地利用数据和2003—2020年18场小时尺度洪水过程,基于HEC-HMS(hydrologic engineering center-hydrologic modeling system)平台构建秦淮河流域水文模型系统,量化变化环境下降雨径流过程对土地利用变化的响应。结果表明:1)流域不透水面积增加了99.53%,而农田面积减少了6.57%,且增加的不透水面积主要来自农田转入,占比约96.42%;2)秦淮河流域洪水过程模拟结果显示HEC-HMS模型在秦淮河适用性较好,率定期洪峰流量相对误差、洪量相对误差、Nash-Sutcliffe系数和均方根误差RMSE分别为−1.63%、−11.79%、0.854和159.73 m3/s,验证期洪峰流量相对误差、洪量相对误差、Nash-Sutcliffe系数和均方根误差RMSE分别为-1.30%、1.58、0.856和133.91 m3/s;3)流域土地利用变化导致不透水面积增加,流域平均CN值由2005年79.6增长至2020年80.2,而洪峰滞时则显著减少,由2005年的1 188.2 min降至2020年的835.04 min,造成洪水过程线由“矮胖”变“尖瘦”的趋势,峰现时间整体提前;4)城市化背景下流域不透水率增加,洪水洪量及洪峰流量都随不透水率的增加而增加,其中不透水率增加对小规模洪水的影响最显著。研究可为复杂条件下水文过程模拟、土地利用变化的水文过程响应及流域防洪减灾与综合管理提供理论参考与技术支撑。

       

      Abstract: Land use and cover change are closely linked to hydrological characteristics in the basins, which greatly affects the rainfall-runoff processes, such as altering the runoff generation and the water flow pathways. Dramatic changes have taken place in land use patterns characterized by the persistent expansion of impervious surface and a continuous decrease in natural-based land cover for the most of watersheds in China under a rapid urbanization since 1980s, especially for those urbanizing or urbanized catchments. Thus, it is very important to quantify the possible effects of land use changes on hydrological processes and explore the response mechanisms of flood characteristics to the land use changes, which is also vital for land use planning, water resources management and a high-quality development in the catchment scale. Therefore, the Qinhuai River Basin, a typical semi-humid and urbanizing catchment located in the lower of the Yangtze River basin in eastern China, was selected to investigate the hydrological responses to land use changes with the historical hydrological data and land-use data. Firstly, this study quantitatively analyzed the land use changes during four periods from 2005 to 2020 and conducted a detailed analysis of the degree of transformation of different land use types and their spatial changes. The changes in some hydrological parameters caused by land use changes were estimated, and their impacts on flood processes was analyzed. Furthermore, the 18 flood events from 2003 to 2020 were selected, and the flood levels were classified based on the flood volume-peak relationship. Based on the HEC-HMS platform, a hydrological model system for the Qinhuai River Basin was constructed to analyze the response of runoff processes of different magnitude flood events to land use changes. The results showed that: (1) The area of impervious surfaces in the basin increased by 99.53%, while the area of farmland decreased by 6.57%. The increase in impermeable surfaces mainly came from the conversion of farmland, accounting for approximately 96.42%. (2) The simulation results of flood processes in the Qinhuai River Basin showed that the HEC-HMS model had good applicability, with relative errors of peak flow and flood volume during the calibration period at −1.63% , −11.79% , Nash-Sutcliffe coefficient of 0.854 , and root mean square error (RMSE) of 159.73 m3/s; and with relative errors of peak flow and flood volume during the verification period at −1.30%, 1.58%, Nash-Sutcliffe coefficient of 0.856, root mean square error (RMSE) of 133.91 m3/s. (3) The increase in impervious surfaces caused by land use changes resulted in an increase in the average curve number (CN) from 79.6 in 2005 to 80.2 in 2020, while the peak lag time significantly decreased from 1188.2 min in 2005 to 835.04 min in 2020, leading to a trend of "tall and thin" in the flood process line and an overall advance in peak occurrence time. (4) With the increase in impermeability rate under the background of urbanization, both flood volume and peak flow increased, and the impact of increasing impermeability rate was most significant for small-scale floods. Based on the analysis, the following conclusions can be drawn: (1) From 2005 to 2020, urban flooding has become the main flood disaster in the Qinhuai River Basin. Due to urban development, impermeable surfaces have expanded significantly in the southern and northern parts of the basin. (2) Land use changes have significantly affected hydrological parameters in the watershed, influencing water circulation processes and altering the runoff generation mechanism in the watershed, which further leads to significant changes in flood processes. (3) Different scales of floods respond differently to land use changes, and smaller-scale floods have greater flood risk. This work can provide the scientific basis for hydrological modeling in complex conditions, hydrological responses to land use changes, the watershed flood control and disaster relief, and the watershed integrated management.

       

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