基于SWAT模型的中国典型黄土丘陵区土地利用/覆被变化对水分平衡的影响

IF 8 1区 环境科学与生态学 Q1 GEOGRAPHY, PHYSICAL Geography and Sustainability Pub Date : 2023-03-01 DOI:10.1016/j.geosus.2022.11.006
Zeman Liu , Li Rong , Wei Wei
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引用次数: 10

摘要

土地利用/覆被变化(LUCC)在改变地表水文和水平衡中起着关键作用,最终影响水资源的安全和可用性。然而,土地利用/土地覆盖变化确定流域尺度水平衡过程的机制尚不清楚。利用SWAT模型和偏最小二乘回归分析了黄河流域典型小流域——祖里河流域土地利用变化对水文和水组分的影响。总的来说,三个推荐系数(R²和Ens大于0.5,Pbias小于20%)表明SWAT模型的输出结果是可靠的,该模型对ZRB是有效的。然后,获得了几个关键的发现。首先,ZRB的土地利用变化表现为森林(21.61%)和沉降(23.52%)显著增加,农田(-1.35%)略有减少,导致全流域蒸散量增加4.93%,地表径流和产水量明显减少15.68%和2.95%。②在次流域尺度上,地表径流量和产水量分别增加了14.26% ~ 36.15%和5.13% ~ 15.55%,主要原因是沉降增加;最后,偏最小二乘回归分析表明,城市化对径流变化的影响最为显著,蒸散发变化主要受森林扩张的驱动。这些结论对于理解土地利用/土地覆盖变化与流域水资源平衡的关系具有重要意义,可为流域水资源管理和流域的长期可持续性提供有意义的信息。
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Impacts of land use/cover change on water balance by using the SWAT model in a typical loess hilly watershed of China

Land use/cover change (LUCC) plays a key role in altering surface hydrology and water balance, finally affecting the security and availability of water resources. However, mechanisms underlying LUCC determination of water-balance processes at the basin scale remain unclear. In this study, the Soil and Water Assessment Tool (SWAT) model and partial least squares regression were used to detect the effects of LUCC on hydrology and water components in the Zuli River Basin (ZRB), a typical watershed of the Yellow River Basin. In general, three recommended coefficients (R² and Ens greater than 0.5, and Pbias less than 20%) indicated that the output results of the SWAT model were reliable and that the model was effective for the ZRB. Then, several key findings were obtained. First, LUCC in the ZRB was characterized by a significant increase in forest (21.61%) and settlement (23.52%) and a slight reduction in cropland (–1.35%), resulting in a 4.93% increase in evapotranspiration and a clear decline in surface runoff and water yield by 15.68% and 2.95% at the whole basin scale, respectively. Second, at the sub-basin scale, surface runoff and water yield increased by 14.26%–36.15% and 5.13%–15.55%, respectively, mainly due to settlement increases. Last, partial least squares regression indicated that urbanization was the most significant contributor to runoff change, and evapotranspiration change was mainly driven by forest expansion. These conclusions are significant for understanding the relationship between LUCC and water balance, which can provide meaningful information for managing water resources and the long-term sustainability of such watersheds.

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来源期刊
Geography and Sustainability
Geography and Sustainability Social Sciences-Geography, Planning and Development
CiteScore
16.70
自引率
3.10%
发文量
32
审稿时长
41 days
期刊介绍: Geography and Sustainability serves as a central hub for interdisciplinary research and education aimed at promoting sustainable development from an integrated geography perspective. By bridging natural and human sciences, the journal fosters broader analysis and innovative thinking on global and regional sustainability issues. Geography and Sustainability welcomes original, high-quality research articles, review articles, short communications, technical comments, perspective articles and editorials on the following themes: Geographical Processes: Interactions with and between water, soil, atmosphere and the biosphere and their spatio-temporal variations; Human-Environmental Systems: Interactions between humans and the environment, resilience of socio-ecological systems and vulnerability; Ecosystem Services and Human Wellbeing: Ecosystem structure, processes, services and their linkages with human wellbeing; Sustainable Development: Theory, practice and critical challenges in sustainable development.
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