Effect of Uncertainty of Grid DEM on TOPMODEL: Evaluation and Analysis
- 期刊名字:中國地理科學(xué)(英文版)
- 文件大小:
- 論文作者:WANG Peifa,DU Jinkang,F(xiàn)ENG Xue
- 作者單位:Department of Geographic Information Science,Department of Demography and Economics
- 更新時間:2023-04-15
- 下載次數(shù):次
TOPMODEL, a semi-distributed hydrological model, has been widely used. In the process of simulation of the model, Digital Elevation Model (DEM) is used to provide the input data, such as topographic index and distance to the drainage outlet; thus DEM plays an important role in TOPMODEL. This study aims at examining the impacts of DEM uncertainty on the simulation results of TOPMODEL. In this paper, the effects were evaluated mainly from quantitative and qualitative aspects. Firstly, DEM uncertainty was simulated by using the Monte Carlo method, and for every DEM realization, the topographic index and distance to the drainage outlet were extracted. Secondly, the obtained topographic index and the distance to the drainage outlet were input to the TOPMODEL to simulate seven rainstorm-flood events, and four evaluation indices, such as Nash and Sutcliffe efficiency criterion (EFF), sum of squared residuals over all time steps (SSE), sum of squared log residuals over all time steps (SLE) and sum of absolute errors over all time steps (SAE) were recorded. Thirdly, these four evaluation indices were analyzed in statistical manner (minimum, maximum, range, standard deviation and mean value), and effect of DEM uncertainty on TOPMODEL was quantitatively analyzed. Finally, the simulated hydrographs from TOPMODEL using the original DEM and realizations of DEM were qualitatively evaluated under each flood cases. Results show that the effect of DEM uncertainty on TOPMODEL is inconsiderable and could be ignored in the model's application. This can be explained by: 1)TOPMODEL is not sensitive to the distribution of topographic index and distance to the drainage outlet; 2) the distribution of topographic index and distance to the drainage outlet are slightly affected by DEM uncertainty.
-
C4烯烴制丙烯催化劑 2023-04-15
-
煤基聚乙醇酸技術(shù)進展 2023-04-15
-
生物質(zhì)能的應(yīng)用工程 2023-04-15
-
我國甲醇工業(yè)現(xiàn)狀 2023-04-15
-
石油化工設(shè)備腐蝕與防護參考書十本免費下載,絕版珍藏 2023-04-15
-
四噴嘴水煤漿氣化爐工業(yè)應(yīng)用情況簡介 2023-04-15
-
Lurgi和ICI低壓甲醇合成工藝比較 2023-04-15
-
甲醇制芳烴研究進展 2023-04-15
-
精甲醇及MTO級甲醇精餾工藝技術(shù)進展 2023-04-15
