Streamflow response to land use/land cover change in the tropical Andes using multiple SWAT model variants

IF 4.7 2区 地球科学 Q1 WATER RESOURCES
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Abstract

Study region

Tropical watershed in the Colombian Andes, the Chico River (CR) watershed.

Study focus

Hydrological models are widely used to project the impacts of LULC (Land Use/Land Cover) change on water budget. However, their ability to produce reliable predictions depends on how accurately they represent the role of vegetation in the watershed’s water balance. We analyze how different representations of Leaf Area Index (LAI) affect streamflow responses to LULC change using the Soil and Water Assessment Tool (SWAT) model. We also examine streamflow response to 100 % pasture cover (PAS), 100 % forest cover (FOR), and a control scenario using the original SWAT model, SWAT-T, and a proposed new variant (SWAT-Tb), which improves LAI bimodal representation for tropical regions.

New hydrological insights for the region

SWAT-T and SWAT-Tb reproduce observed LAI and streamflow in the CR watershed. However, SWAT-T restricts LAI simulation to unimodal seasonality, while the original SWAT reproduces streamflow but not LAI seasonality. Results using SWAT-T (unimodal LAI) and SWAT-Tb (constant and bimodal LAI) show streamflow increases during the dry seasons for the FOR scenario and decreases for the PAS scenario. Conversely, the original SWAT, with its default LAI representation, tends to underestimate and overestimate streamflow changes in the FOR and PAS scenarios, respectively. Our results highlight that an unrealistic LAI representation can mislead LULC change impact assessments on streamflow in the tropical Andes.

利用多种 SWAT 模型变体研究热带安第斯山脉的溪流对土地利用/土地覆盖变化的响应
研究区域哥伦比亚安第斯山脉的热带流域,奇科河(CR)流域。研究重点水文模型被广泛用于预测 LULC(土地利用/土地覆盖)变化对水预算的影响。然而,这些模型能否做出可靠的预测,取决于它们在多大程度上准确地反映了植被在流域水量平衡中的作用。我们利用水土评估工具(SWAT)模型,分析了叶面积指数(LAI)的不同表示方法如何影响溪流对 LULC 变化的响应。我们还使用原始 SWAT 模型、SWAT-T 和提议的新变体(SWAT-Tb)研究了 100% 牧草覆盖率(PAS)、100% 森林覆盖率(FOR)和对照情景下的溪流响应,SWAT-T 和 SWAT-Tb 改进了热带地区的 LAI 双峰表示法。然而,SWAT-T 将 LAI 模拟限制为单模季节性,而原始 SWAT 重现了河水流量,但没有重现 LAI 季节性。使用 SWAT-T(单模态 LAI)和 SWAT-Tb(恒定和双模态 LAI)得出的结果显示,在 FOR 方案下,旱季的溪流会增加,而在 PAS 方案下,溪流会减少。相反,采用默认 LAI 表示法的原始 SWAT 在 FOR 和 PAS 情景下分别倾向于低估和高估溪流变化。我们的结果突出表明,不切实际的 LAI 表示法会误导 LULC 变化对热带安第斯山脉溪流影响的评估。
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来源期刊
Journal of Hydrology-Regional Studies
Journal of Hydrology-Regional Studies Earth and Planetary Sciences-Earth and Planetary Sciences (miscellaneous)
CiteScore
6.70
自引率
8.50%
发文量
284
审稿时长
60 days
期刊介绍: Journal of Hydrology: Regional Studies publishes original research papers enhancing the science of hydrology and aiming at region-specific problems, past and future conditions, analysis, review and solutions. The journal particularly welcomes research papers that deliver new insights into region-specific hydrological processes and responses to changing conditions, as well as contributions that incorporate interdisciplinarity and translational science.
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