Construction of high-precision DEMs for urban plots

IF 2.7 Q1 GEOGRAPHY Annals of GIS Pub Date : 2023-04-03 DOI:10.1080/19475683.2023.2182360
Min Li, Wen Dai, Susu Song, C. Wang, Yu Tao
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引用次数: 2

Abstract

ABSTRACT High-precision digital elevation models (DEMs) are the basic data for constructing digital cities. With the acceleration of urbanization, the topography of urban plots is constantly transformed by human activities, so that surface morphology shows the characteristics of diversification and discontinuity. Existing modelling methods focus on the expression of continuous terrain. Constructing high-precision DEM in urban plots is still challenging. A block-based modelling method that considers the morphological characteristics of urban plot elements was proposed. The Jinzhai County urban area was selected as the research area. The elements of urban plots were classified into six types, in which the boundaries and elevation information were extracted with real sense 3D models, Digital Orthophoto Maps (DOMs) and dense matching point cloud data. The DEMs of the 6 types of elements were generated separately with different methods, that are fused to complete the DEM of urban plots. The DEM obtained using the method in this manuscript was consistent with the reality in terms of topographic relief within each element and clarified the boundary of each element. The accuracy assessment showed that the RMSE results of roads, slopes, other terrains and natural terrains are approximately 0.05 m, which meets the elevation accuracy requirements of the 1:1000 large-scale mapping.
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城市地块高精度dem的构建
高精度数字高程模型(dem)是数字城市建设的基础数据。随着城市化进程的加快,城市地块的地形在人类活动的作用下不断发生变化,地表形态呈现出多样化和不连续的特征。现有的建模方法侧重于连续地形的表达。在城市地块上构建高精度DEM仍然是一个挑战。提出了一种考虑城市地块要素形态特征的基于块的建模方法。选取金寨县市区作为研究区域。将城市样地元素划分为6类,利用真感三维模型、数字正射影像图(dom)和密集匹配点云数据提取城市样地的边界和高程信息。采用不同的方法分别生成6种要素的DEM,融合后完成城市样地DEM。本文方法得到的DEM在各元内地形起伏与实际情况一致,并明确了各元的边界。精度评价表明,道路、斜坡、其他地形和自然地形的RMSE结果约为0.05 m,满足1:1000大比例尺制图的高程精度要求。
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来源期刊
Annals of GIS
Annals of GIS Multiple-
CiteScore
8.30
自引率
2.00%
发文量
31
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