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A fine construction method of urban road DEM considering road morphological characteristics

Urban road DEM is not only an important basic geographic information data of the city, but also an important element to describe and express the urban topography, and it is an indispensable part of the construction of the smart digital city, urban planning and urban surface process simulation. Previ...

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Autores principales: Tao, Yu, Tian, Lei, Wang, Chun, Dai, Wen, Xu, Yan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9440208/
https://www.ncbi.nlm.nih.gov/pubmed/36056127
http://dx.doi.org/10.1038/s41598-022-19349-4
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author Tao, Yu
Tian, Lei
Wang, Chun
Dai, Wen
Xu, Yan
author_facet Tao, Yu
Tian, Lei
Wang, Chun
Dai, Wen
Xu, Yan
author_sort Tao, Yu
collection PubMed
description Urban road DEM is not only an important basic geographic information data of the city, but also an important element to describe and express the urban topography, and it is an indispensable part of the construction of the smart digital city, urban planning and urban surface process simulation. Previous methods for constructing urban road DEMs do not sufficiently consider the actual morphological characteristics of urban roads, and morphological distortion is evident in the expression of urban roads, seriously affecting the application of urban rainfall flood simulation and urban pipe network design. In response to these problems, this study proposed a considering morphological characteristics fine (CMCF) method of urban road DEM construction, selected a typical urban road area in the Jianye District of Nanjing City in China as the study area, used the 1:500 digital line graphic as data source, hierarchized roads in accordance with different morphological characteristics from the perspective of DEM construction, constructed the corresponding DEMs, and finally merged all levels of road DEMs to produce a complete high-precision urban road DEM. Results showed that the DEM constructed using the CMCF method not only exhibited higher elevation accuracy than the urban road DEM constructed using previous methods, i.e., inverse distance weighting (IDW) and triangulated irregular network (TIN) methods, with a mean error and a root-mean-square error of 0.015 and 0.060, respectively, but it can also accurately express the spatial element composition form and road morphological characteristics of urban roads, avoiding the distorted expression of road morphological characteristics. This study can provide a reference for a new DEM construction method and data support for smart digital city construction and urban surface simulation.
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spelling pubmed-94402082022-09-04 A fine construction method of urban road DEM considering road morphological characteristics Tao, Yu Tian, Lei Wang, Chun Dai, Wen Xu, Yan Sci Rep Article Urban road DEM is not only an important basic geographic information data of the city, but also an important element to describe and express the urban topography, and it is an indispensable part of the construction of the smart digital city, urban planning and urban surface process simulation. Previous methods for constructing urban road DEMs do not sufficiently consider the actual morphological characteristics of urban roads, and morphological distortion is evident in the expression of urban roads, seriously affecting the application of urban rainfall flood simulation and urban pipe network design. In response to these problems, this study proposed a considering morphological characteristics fine (CMCF) method of urban road DEM construction, selected a typical urban road area in the Jianye District of Nanjing City in China as the study area, used the 1:500 digital line graphic as data source, hierarchized roads in accordance with different morphological characteristics from the perspective of DEM construction, constructed the corresponding DEMs, and finally merged all levels of road DEMs to produce a complete high-precision urban road DEM. Results showed that the DEM constructed using the CMCF method not only exhibited higher elevation accuracy than the urban road DEM constructed using previous methods, i.e., inverse distance weighting (IDW) and triangulated irregular network (TIN) methods, with a mean error and a root-mean-square error of 0.015 and 0.060, respectively, but it can also accurately express the spatial element composition form and road morphological characteristics of urban roads, avoiding the distorted expression of road morphological characteristics. This study can provide a reference for a new DEM construction method and data support for smart digital city construction and urban surface simulation. Nature Publishing Group UK 2022-09-02 /pmc/articles/PMC9440208/ /pubmed/36056127 http://dx.doi.org/10.1038/s41598-022-19349-4 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Tao, Yu
Tian, Lei
Wang, Chun
Dai, Wen
Xu, Yan
A fine construction method of urban road DEM considering road morphological characteristics
title A fine construction method of urban road DEM considering road morphological characteristics
title_full A fine construction method of urban road DEM considering road morphological characteristics
title_fullStr A fine construction method of urban road DEM considering road morphological characteristics
title_full_unstemmed A fine construction method of urban road DEM considering road morphological characteristics
title_short A fine construction method of urban road DEM considering road morphological characteristics
title_sort fine construction method of urban road dem considering road morphological characteristics
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9440208/
https://www.ncbi.nlm.nih.gov/pubmed/36056127
http://dx.doi.org/10.1038/s41598-022-19349-4
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