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Copy file name to clipboardExpand all lines: docs/source/further-reading.rst
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@@ -9,6 +9,14 @@ This is the official reference paper and citation for the OSMnx package.
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Boeing, G. (2026). `Urban Science Beyond Samples: Up-to-Date Street Network Models and Indicators for Every Urban Area in the World`_. *Environment and Planning B*, published online ahead of print. doi:10.1177/23998083261446991
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This study uses OSMnx to model and analyze the street networks of every urban area in the world: over 180 million OpenStreetMap street network nodes and over 360 million edges across 10,351 urban areas in 189 countries.
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.. _Urban Science Beyond Samples\: Up-to-Date Street Network Models and Indicators for Every Urban Area in the World: https://geoffboeing.com/publications/street-network-models-indicators-world/
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Boeing, G. (2025). `Topological Graph Simplification Solutions to the Street Intersection Miscount Problem`_. *Transactions in GIS* 29 (3), e70037. doi:10.1111/tgis.70037
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This paper describes and validates the algorithms implemented in OSMnx's :code:`simplification` module and explains why graph simplification is necessary to accurately measure intersection density, street segment length, node degree, etc.
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Boeing, G. (2021). `Street Network Models and Indicators for Every Urban Area in the World`_. *Geographical Analysis* 54 (3), 519-535. doi:10.1111/gean.12281
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Boeing, G. (2020). `Planarity and Street Network Representation in Urban Form Analysis`_. *Environment and Planning B* 47 (5), 855-869. doi:10.1177/2399808318802941
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This paper demonstrates the need for nonplanar graphs when modeling urban street networks, which was one of the original motivations for developing OSMnx.
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This study uses OSMnx to model and analyze the street networks of every urban area in the world: over 160 million OpenStreetMap streetnetwork nodes and over 320 million edges across 8,914 urban areas in 178 countries.
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.. _Planarity and Street Network Representation in Urban Form Analysis: https://geoffboeing.com/publications/planarity-street-network-representation/
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.. _Street Network Models and Indicators for Every Urban Area in the World: https://geoffboeing.com/publications/street-network-models-indicators-world/
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This paper was presented as the 8th annual Transactions in GIS plenary address at the American Association of Geographers annual meeting in Washington, DC. It describes the early development of OSMnx and reviews its use in scientific research over the previous few years.
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.. _The Right Tools for the Job\: The Case for Spatial Science Tool-Building: https://geoffboeing.com/publications/right-tools-for-job/
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Boeing, G. (2020). `Planarity and Street Network Representation in Urban Form Analysis`_. *Environment and Planning B: Urban Analytics and City Science* 47 (5), 855-869. doi:10.1177/2399808318802941
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This paper demonstrates the need for nonplanar graphs when modeling urban street networks, which was one of the original motivations for developing OSMnx.
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.. _Planarity and Street Network Representation in Urban Form Analysis: https://geoffboeing.com/publications/planarity-street-network-representation/
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