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A protocol to convert spatial polyline data to network formats and applications to world urban road networks

The study of geographical systems as graphs, and networks has gained significant momentum in the academic literature as these systems possess measurable and relevant network properties. Crowd-based sources of data such as OpenStreetMaps (OSM) have created a wealth of worldwide geographic information...

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Detalles Bibliográficos
Autores principales: Karduni, Alireza, Kermanshah, Amirhassan, Derrible, Sybil
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4915275/
https://www.ncbi.nlm.nih.gov/pubmed/27327129
http://dx.doi.org/10.1038/sdata.2016.46
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author Karduni, Alireza
Kermanshah, Amirhassan
Derrible, Sybil
author_facet Karduni, Alireza
Kermanshah, Amirhassan
Derrible, Sybil
author_sort Karduni, Alireza
collection PubMed
description The study of geographical systems as graphs, and networks has gained significant momentum in the academic literature as these systems possess measurable and relevant network properties. Crowd-based sources of data such as OpenStreetMaps (OSM) have created a wealth of worldwide geographic information including on transportation systems (e.g., road networks). In this work, we offer a Geographic Information Systems (GIS) protocol to transfer polyline data into a workable network format in the form of; a node layer, an edge layer, and a list of nodes/edges with relevant geographic information (e.g., length). Moreover, we have developed an ArcGIS tool to perform this protocol on OSM data, which we have applied to 80 urban areas in the world and made the results freely available. The tool accounts for crossover roads such as ramps and bridges. A separate tool is also made available for planar data and can be applied to any line features in ArcGIS.
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spelling pubmed-49152752016-06-29 A protocol to convert spatial polyline data to network formats and applications to world urban road networks Karduni, Alireza Kermanshah, Amirhassan Derrible, Sybil Sci Data Data Descriptor The study of geographical systems as graphs, and networks has gained significant momentum in the academic literature as these systems possess measurable and relevant network properties. Crowd-based sources of data such as OpenStreetMaps (OSM) have created a wealth of worldwide geographic information including on transportation systems (e.g., road networks). In this work, we offer a Geographic Information Systems (GIS) protocol to transfer polyline data into a workable network format in the form of; a node layer, an edge layer, and a list of nodes/edges with relevant geographic information (e.g., length). Moreover, we have developed an ArcGIS tool to perform this protocol on OSM data, which we have applied to 80 urban areas in the world and made the results freely available. The tool accounts for crossover roads such as ramps and bridges. A separate tool is also made available for planar data and can be applied to any line features in ArcGIS. Nature Publishing Group 2016-06-21 /pmc/articles/PMC4915275/ /pubmed/27327129 http://dx.doi.org/10.1038/sdata.2016.46 Text en Copyright © 2016, Macmillan Publishers Limited http://creativecommons.org/licenses/by/4.0 This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0 Metadata associated with this Data Descriptor is available at http://www.nature.com/sdata/ and is released under the CC0 waiver to maximize reuse.
spellingShingle Data Descriptor
Karduni, Alireza
Kermanshah, Amirhassan
Derrible, Sybil
A protocol to convert spatial polyline data to network formats and applications to world urban road networks
title A protocol to convert spatial polyline data to network formats and applications to world urban road networks
title_full A protocol to convert spatial polyline data to network formats and applications to world urban road networks
title_fullStr A protocol to convert spatial polyline data to network formats and applications to world urban road networks
title_full_unstemmed A protocol to convert spatial polyline data to network formats and applications to world urban road networks
title_short A protocol to convert spatial polyline data to network formats and applications to world urban road networks
title_sort protocol to convert spatial polyline data to network formats and applications to world urban road networks
topic Data Descriptor
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4915275/
https://www.ncbi.nlm.nih.gov/pubmed/27327129
http://dx.doi.org/10.1038/sdata.2016.46
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