Incorporating the effect of DEM resolution and accuracy for improved flood inundation mapping

被引:177
作者
Saksena, Siddharth [1 ]
Merwade, Venkatesh [1 ]
机构
[1] Purdue Univ, Lyles Sch Civil Engn, W Lafayette, IN 47907 USA
关键词
Flood inundation maps; Topographic datasets; DEM resolution; HEC-RAS; DEM accuracy; DIGITAL ELEVATION MODELS; TOPOGRAPHIC DATA; TERRAIN MODELS; AIRBORNE LIDAR; UNCERTAINTY; IMPACT; INTERPOLATION; ERROR;
D O I
10.1016/j.jhydrol.2015.09.069
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Topography plays a major role in determining the accuracy of flood inundation areas. However, many areas in the United States and around the world do not have access to high quality topographic data in the form of Digital Elevation Models (DEM). For such areas, an improved understanding of the effects of DEM properties such as horizontal resolution and vertical accuracy on flood inundation maps may eventually lead to improved flood inundation modeling and mapping. This study attempts to relate the errors arising from DEM properties such as spatial resolution and vertical accuracy to flood inundation maps, and then use this relationship to create improved flood inundation maps from coarser resolution DEMs with low accuracy. The results from the five stream reaches used in this study show that water surface elevations (WSE) along the stream and the flood inundation area have a linear relationship with both DEM resolution and accuracy. This linear relationship is then used to extrapolate the water surface elevations from coarser resolution DEMs to get water surface elevations corresponding to a finer resolution DEM. Application of this approach show that improved results can be obtained from flood modeling by using coarser and less accurate DEMs, including public domain datasets such as the National Elevation Dataset and Shuttle Radar Topography Mission (SRTM) DEMs. The improvement in the WSE and its application to obtain better flood inundation maps is dependent on the study reach characteristics such as land use, valley shape, reach length and width. Application of the approach presented in this study on more reaches may lead to development of guidelines for flood inundation mapping using coarser resolution and less accurate topographic datasets. (C) 2015 Elsevier B.V. All rights reserved.
引用
收藏
页码:180 / 194
页数:15
相关论文
共 57 条
[1]  
Ackerman CameronT., 2009, HEC-GeoRAS: GIS Tools for Support of HEC-RAS using ArcGIS. User's Manual
[2]   Accuracy assessment of digital elevation models using a non-parametric approach [J].
Aguilar, F. J. ;
Aguilar, M. A. ;
Agueera, F. .
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2007, 21 (06) :667-686
[3]   Modelling vertical error in LiDAR-derived digital elevation models [J].
Aguilar, Fernando J. ;
Mills, Jon P. ;
Delgado, Jorge ;
Aguilar, Manuel A. ;
Negreiros, J. G. ;
Perez, Jose L. .
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2010, 65 (01) :103-110
[4]  
[Anonymous], 1998, Geospatial Positioning Accuracy Standards Part 3: National Standard for Spatial Data Accuracy
[5]  
[Anonymous], HEC RAS RIV AN SYST
[6]  
Aycock W.C., 2004, Southeastern Geographer, V44, P159
[7]   Evaluating error associated with lidar-derived DEM interpolation [J].
Bater, Christopher W. ;
Coops, Nicholas C. .
COMPUTERS & GEOSCIENCES, 2009, 35 (02) :289-300
[8]   Optimal use of high-resolution topographic data in flood inundation models [J].
Bates, PD ;
Marks, KJ ;
Horritt, MS .
HYDROLOGICAL PROCESSES, 2003, 17 (03) :537-557
[9]  
Brandt S., 2005, Proceedings of the XXXI IAHR Congress, P3573
[10]  
Burrough P. A., 1986, Principles of geographical information systems for land resources assessment, DOI 10.1080/10106048609354060