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EFFECT OF DEM RESOLUTIONS IN THE RUNOFF AND SOIL Loss PREDICTIONS OF THE WEPP WATERSHED MODEL

机译:DEM分辨率对Wepp流域模型径流和土壤流失预测的影响

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摘要

Erosion prediction utilizing digital elevation models (DEMs) is a logical advancement for automating the simulation process for models such as the Water Erosion Prediction Project (WEPP). The effects of using different DEM resolutions on watershed simulations and the ability to accurately predict sediment yield and runoff from different rainfall event sizes were studied using three application methods and data from six research watersheds. Simulating watersheds with a range of resolutions can help address the problem of deciding what topographic DEM resolution is ideal for model simulations of the watershed outlet, the end of each hillslope, and along the slope profiles. The three application methods studied here were: (1) Hillslope - Chanleng, (2) Hillslope - Calcleng, and (3) Flow-path. The two Hillslope methods use a representative slope profile to represent each hillslope in the watershed, and the Flowpath method uses all of the individual flowpaths as model input for WEPP simulations. Results show that the Hillslope methods were not significantly influenced by DEM resolutions; however, there was an observable interaction between resolutions and the Flowpath method. Large rainfall events were predicted better than small events, but fine DEM resolutions did not improve predictions of either large or small rainfall events. Using coarse DEM resolutions for the topographic input will not decrease the accuracy of erosion prediction using the WEPP model and the Hillslope methods, unless the coarseness of the DEM compromises the delineation of the watershed or hill-slopes.
机译:利用数字高程模型(DEM)进行侵蚀预测是使诸如水蚀预测项目(WEPP)之类的模型的仿真过程自动化的逻辑改进。使用三种应用方法和六个研究流域的数据,研究了使用不同DEM分辨率对流域模拟的影响以及根据不同降雨事件大小准确预测沉积物产量和径流量的能力。以各种分辨率模拟流域可以帮助解决以下问题:确定哪种地形DEM分辨率是流域出口,每个山坡的末端以及沿坡度剖面的模型模拟的理想选择。这里研究的三种应用方法是:(1)Hillslope-Chanleng,(2)Hillslope-Calcleng,以及(3)流路。这两种坡度方法使用代表性的坡度轮廓来表示流域中的每个坡度,而流径方法则将所有单个流径用作WEPP仿真的模型输入。结果表明,Hillslope方法不受DEM分辨率的影响。但是,分辨率和Flowpath方法之间存在可观察到的相互作用。大降雨事件的预报要好于小降雨事件,但精细的DEM分辨率并不能改善大降雨事件或小降雨事件的预测。使用粗略的DEM分辨率输入地形不会降低使用WEPP模型和Hillslope方法进行侵蚀预测的准确性,除非DEM的粗糙度会影响分水岭或山坡的轮廓。

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