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Sensitivity of Modeled Watershed Attributes and Hydrological Outputs to DEM Spatial Resolution

机译:模型流域属性和水文产出对DEM空间分辨率的敏感性

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A Digital Elevation Model (DEM) is a critical component for the parameterization of process-based watershed simulation models. The DEM is used to determine watershed attributes such as sub-basin extents and stream network topology, as well as to determine various topographic parameters, such as slope and aspect, that are used within various model computations. It is well known that the determination of watershed attributes and topographic parameters are affected by both the spatial resolution and accuracy of the DEM. For example, average terrain slope tends to increase as DEM resolution becomes increasingly fine (Zhang and Montgomery,1994). Therefore, variations in DEM resolution, and DEM errors, will propagate through the watershed modeling processand will influence resulting hydrological and water quality outputs (Chaubey et al., 2005). However, the influence of DEM resolution and accuracy is typically given little consideration within watershed modeling studies. Publically available DEMs (oftenwith spatial resolutions of-10-30 m) are easily accessible and typically free, and have been commonly used within watershed modeling studies. Recent developments in remote sensing technologies have made it possible to generate finer scale DEMs (down to1 m resolutions), and it is anticipated that watershed modelers will have more opportunity to use these DEMs for model parameterization. This research focuses on the effects of varying the spatial resolution of fine scale DEMs on the determination of watershed attributes and topographic parameters, and the propagation of these variances into hydrological outputs from SWAT (Soil and Water Assessment Tool), a process-based watershed model. The study was conducted using DEMs that possessed varying spatialresolutions, but a consistent level of accuracy, in order to isolate only the effect of spatial resolution.
机译:数字高程模型(DEM)是用于基于过程的分水岭仿真模型参数化的关键组件。该DEM是用来确定流域属性,如子流域区段和流的网络拓扑,以及确定各种地形参数,如斜率和方面中,被各种模型的计算中使用。它公知的是流域属性和地形参数的确定是由两个空间分辨率和DEM的精度的影响。例如,平均地形坡度趋于增加DEM分辨率变得越来越细的(Zhang和蒙哥马利,1994)。因此,在DEM分辨率和DEM误差的变化,将通过分水岭建模进程与传播会影响所得的水文和水质输出(Chaubey等人,2005)。然而,DEM分辨率和精度的影响,流域模拟研究中通常给予很少考虑。公开可用的DEM(oftenwith的-10-30 M个空间分辨率)都很方便,通常免费,并已普遍流域模拟研究中使用。在遥感技术的最新发展使人们有可能产生更精细的刻度数字高程模型(下TO1米分辨率),并预计分水岭建模将不得不使用这些数字高程模型的模型参数更多的机会。此研究主要集中在不同的上流域属性和地形参数的确定精细尺度的DEM的空间分辨率的效果,以及这些传播方差成水文输出来自SWAT(土壤和水评估工具),基于过程的分水岭模型。这项研究是利用拥有不同spatialresolutions数字高程模型,但精度一致的水平进行,以便只隔离空间分辨率的效果。

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