将高分辨率土地利用、不透水度和雨水基础设施数据应用于基于过程的生态水文模型,改进城市径流预测

Jonathan J. Halama, R. McKane, Bradley Barnhart, Paul P. Pettus, Allen Brookes, K. Djang, Vivian Phan, Sonali Chokshi, James Graham
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引用次数: 0

摘要

由于城市化地区是极其复杂的动态景观,其中包括工程特征,根据设计,这些特征可加速城市径流流向溪流、小河和其他水体,以减少暴雨事件中的城市洪涝灾害,因此很难对场地级绿色和灰色雨水修复行动所带来的大规模水文影响进行建模。许多城市社区使用大量工程化的灰色基础设施来实现这一目标,最近还增加了雨水花园、生物渠和河岸走廊等绿色基础设施。因此,要成功描述这些设计细节和相关的管理方法、相互作用和影响,就必须详细了解城市流域中精细和河道尺度的水文过程和路由是如何改变和管理的。为了提高城市流域的水文建模能力,我们对现有的生态水文模型 VELMA(可视化生态系统土地管理评估)进行了一系列改进,包括增加影响城市水文的空间显式工程特征(如不透水表面、有路缘石的道路、雨水路由),以及通过增加不透水表面蒸发来完善蒸散的计算表述。我们通过模拟美国华盛顿州西雅图市 Longfellow Creek 流域内的溪流径流,展示了在复杂的城市化流域内建模能力的提高,包括添加和不添加这些城市流域特征。结果表明,新改进的 VELMA 模型能够更准确地模拟城市流域内的水文情况。作为一种归宿和迁移生态水文学模型,改进后的水文流增强了 VELMA 目前对营养物、污染物和热负荷进行建模的能力。
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Improved urban runoff prediction using high-resolution land-use, imperviousness, and stormwater infrastructure data applied to a process-based ecohydrological model
Modeling large-scale hydrological impacts brought about by site-level green and gray stormwater remediation actions is difficult because urbanized areas are extremely complex dynamic landscapes that include engineered features that, by design, expedite urban runoff to streams, creeks, and other water bodies to reduce urban flooding during storm events. Many urban communities use heavily engineered gray infrastructure to achieve that goal, along with more recent additions of green infrastructure such as rain gardens, bioswales, and riparian corridors. Therefore, successfully characterizing those design details and associated management practices, interactions, and impacts requires a detailed understanding of how fine and course-scale hydrologic processes and routing are altered and managed in urban watersheds. To enhance hydrologic modeling capabilities of urban watersheds, we implemented a number of improvements to an existing ecohydrology model called VELMA—Visualizing Ecosystem Land Management Assessments—including the addition of spatially explicit engineered features that impact urban hydrology (e.g., impervious surfaces, curbed roadways, stormwater routing) and refinement to the computational representations of evapotranspiration by adding impervious surface evaporation. We demonstrate improved capabilities for modeling within complex urbanized watersheds by simulating stream runoff within the Longfellow Creek watershed, City of Seattle, Washington (WA), United States (US) with and without these added urban watershed characteristics. The results demonstrate that the newly improved VELMA model allows for more accurate modeling of hydrology within urban watersheds. Being a fate and transport ecohydrology model, the improved hydrologic flow enhances VELMA’s current capacity for modeling nutrient, contaminant, and thermal loadings.
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