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OSMnx: New Methods for Acquiring, Constructing, Analyzing, and Visualizing Complex Street Networks

Citations

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Cited by:

  1. Geoff Boeing, 2020. "Planarity and street network representation in urban form analysis," Environment and Planning B, , vol. 47(5), pages 855-869, June.
  2. Liu, Shiqin & Higgs, Carl & Arundel, Jonathan & Boeing, Geoff & Cerdera, Nicholas & Moctezuma, David & Cerin, Ester & Adlakha, Deepti & Lowe, Melanie & Giles-Corti, Billie, 2021. "A Generalized Framework for Measuring Pedestrian Accessibility around the World Using Open Data," SocArXiv cua35, Center for Open Science.
  3. Tianran Ding & Bernhard Steubing & Wouter Achten, 2022. "Coupling optimization with territorial LCA to support agricultural land-use planning," ULB Institutional Repository 2013/359529, ULB -- Universite Libre de Bruxelles.
  4. Boeing, Geoff, 2019. "Street Network Models and Measures for Every U.S. City, County, Urbanized Area, Census Tract, and Zillow-Defined Neighborhood," SocArXiv 7fxjz, Center for Open Science.
  5. Shah, Nitesh R. & Guo, Jing & Han, Lee D. & Cherry, Christopher R., 2023. "Why do people take e-scooter trips? Insights on temporal and spatial usage patterns of detailed trip data," Transportation Research Part A: Policy and Practice, Elsevier, vol. 173(C).
  6. S. Travis Waller & Sai Chand & Aleksa Zlojutro & Divya Nair & Chence Niu & Jason Wang & Xiang Zhang & Vinayak V. Dixit, 2021. "Rapidex: A Novel Tool to Estimate Origin–Destination Trips Using Pervasive Traffic Data," Sustainability, MDPI, vol. 13(20), pages 1-27, October.
  7. João Lourenço Marques & Jan Wolf & Fillipe Feitosa, 2021. "Accessibility to primary schools in Portugal: a case of spatial inequity?," Regional Science Policy & Practice, Wiley Blackwell, vol. 13(3), pages 693-707, June.
  8. van Heerden, Quintin & Karsten, Carike & Holloway, Jenny & Petzer, Engela & Burger, Paul & Mans, Gerbrand, 2022. "Accessibility, affordability, and equity in long-term spatial planning: Perspectives from a developing country," Transport Policy, Elsevier, vol. 120(C), pages 104-119.
  9. Nicolas Cadieux & Margaret Kalacska & Oliver T. Coomes & Mari Tanaka & Yoshito Takasaki, 2020. "A Python Algorithm for Shortest-Path River Network Distance Calculations Considering River Flow Direction," Data, MDPI, vol. 5(1), pages 1-14, January.
  10. Matteo Böhm & Mirco Nanni & Luca Pappalardo, 2022. "Gross polluters and vehicle emissions reduction," Nature Sustainability, Nature, vol. 5(8), pages 699-707, August.
  11. Bowater, David & Stefanakis, Emmanuel, 2023. "Extending the Adapted PageRank Algorithm centrality model for urban street networks using non-local random walks," Applied Mathematics and Computation, Elsevier, vol. 446(C).
  12. Boeing, Geoff & Pilgram, Clemens & Lu, Yougeng, 2024. "Urban Street Network Design and Transport-Related Greenhouse Gas Emissions around the World," SocArXiv r32vj, Center for Open Science.
  13. Sadek, Bassel & Doig Godier, Jean & Cassidy, Michael J & Daganzo, Carlos F, 2022. "Traffic signal plans to decongest street grids," Transportation Research Part B: Methodological, Elsevier, vol. 162(C), pages 195-208.
  14. Stienen, Valentijn & den Hertog, Dick & Wagenaar, J.C. & de Zegher, J.F., 2022. "Enhancing Digital Road Networks for Better Operations in Developing Countries," Discussion Paper 2022-014, Tilburg University, Center for Economic Research.
  15. Geoff Boeing & Yougeng Lu & Clemens Pilgram, 2023. "Local inequities in the relative production of and exposure to vehicular air pollution in Los Angeles," Urban Studies, Urban Studies Journal Limited, vol. 60(12), pages 2351-2368, September.
  16. Boeing, Geoff, 2020. "The Right Tools for the Job: The Case for Spatial Science Tool-Building," SocArXiv d267g, Center for Open Science.
  17. Luciano da F. Costa & Eric K. Tokuda, 2022. "A similarity approach to cities and features," The European Physical Journal B: Condensed Matter and Complex Systems, Springer;EDP Sciences, vol. 95(9), pages 1-14, September.
  18. Acton, Blake & Le, Huyen T.K. & Miller, Harvey J., 2022. "Impacts of bus rapid transit (BRT) on residential property values: A comparative analysis of 11 US BRT systems," Journal of Transport Geography, Elsevier, vol. 100(C).
  19. Regal, Andrés & Gonzalez-Feliu, Jesús & Rodriguez, Michelle, 2023. "A spatio-functional logistics profile clustering analysis method for metropolitan areas," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 179(C).
  20. Eleftherios Anastasiadis & Panagiotis Angeloudis & Daniel Ainalis & Qiming Ye & Pei-Yuan Hsu & Renos Karamanis & Jose Escribano Macias & Marc Stettler, 2020. "On the Selection of Charging Facility Locations for EV-Based Ride-Hailing Services: A Computational Case Study," Sustainability, MDPI, vol. 13(1), pages 1-16, December.
  21. Clairand, Jean-Michel & González-Rodríguez, Mario & Kumar, Rajesh & Vyas, Shashank & Escrivá-Escrivá, Guillermo, 2022. "Optimal siting and sizing of electric taxi charging stations considering transportation and power system requirements," Energy, Elsevier, vol. 256(C).
  22. Olga L Sarmiento & Andrés F Useche & Daniel A Rodriguez & Iryna Dronova & Oscar Guaje & Felipe Montes & Ivana Stankov & Maria Alejandra Wilches & Usama Bilal & Xize Wang & Luis A Guzmán & Fabian Peña , 2021. "Built environment profiles for Latin American urban settings: The SALURBAL study," PLOS ONE, Public Library of Science, vol. 16(10), pages 1-25, October.
  23. Bo-Sin Tang & Kenneth KH Wong & Kenneth SS Tang & Siu Wai Wong, 2021. "Walking accessibility to neighbourhood open space in a multi-level urban environment of Hong Kong," Environment and Planning B, , vol. 48(5), pages 1340-1356, June.
  24. Leonardo Barleta & Mateo Carrillo & Zephyr Frank & Erik Steiner, 2020. "Ejidos, Urbanization, and the Production of Inequality in Formerly Agricultural Lands, Guadalajara, Mexico, 1975–2020," Land, MDPI, vol. 9(12), pages 1-21, December.
  25. Zhang, Lihong & Liu, Yan & Lieske, Scott N. & Corcoran, Jonathan, 2022. "Using modality styles to understand cycling dissonance: The role of the street-scale environment in commuters' travel mode choice," Journal of Transport Geography, Elsevier, vol. 103(C).
  26. Lorenzo Barbieri & Roberto D’Autilia & Paola Marrone & Ilaria Montella, 2023. "Graph Representation of the 15-Minute City: A Comparison between Rome, London, and Paris," Sustainability, MDPI, vol. 15(4), pages 1-14, February.
  27. Juan C Duque & Nancy Lozano-Gracia & Jorge E Patino & Paula Restrepo, 2022. "Urban form and productivity: What shapes are Latin-American cities?," Environment and Planning B, , vol. 49(1), pages 131-150, January.
  28. Tomhave, Benjamin J. & Khani, Alireza, 2022. "Refined choice set generation and the investigation of multi-criteria transit route choice behavior," Transportation Research Part A: Policy and Practice, Elsevier, vol. 155(C), pages 484-500.
  29. Miotti, Marco & Needell, Zachary A. & Jain, Rishee K., 2023. "The impact of urban form on daily mobility demand and energy use: Evidence from the United States," Applied Energy, Elsevier, vol. 339(C).
  30. Ali Enes Dingil & Federico Rupi & Joerg Schweizer & Zaneta Stasiskiene & Kasra Aalipour, 2019. "The Role of Culture in Urban Travel Patterns: Quantitative Analyses of Urban Areas Based on Hofstede’s Culture Dimensions," Social Sciences, MDPI, vol. 8(8), pages 1-12, July.
  31. Yat Yen & Pengjun Zhao & Muhammad T Sohail, 2021. "The morphology and circuity of walkable, bikeable, and drivable street networks in Phnom Penh, Cambodia," Environment and Planning B, , vol. 48(1), pages 169-185, January.
  32. Sohouenou, Philippe Y.R. & Christidis, Panayotis & Christodoulou, Aris & Neves, Luis A.C. & Presti, Davide Lo, 2020. "Using a random road graph model to understand road networks robustness to link failures," International Journal of Critical Infrastructure Protection, Elsevier, vol. 29(C).
  33. Michael Stiglmayr & José Rui Figueira & Kathrin Klamroth & Luís Paquete & Britta Schulze, 2022. "Decision space robustness for multi-objective integer linear programming," Annals of Operations Research, Springer, vol. 319(2), pages 1769-1791, December.
  34. Geoff Boeing, 2020. "Urban Street Network Analysis in a Computational Notebook," REGION, European Regional Science Association, vol. 7, pages 39-51.
  35. Francisco Benita, 2019. "A New Measure of Transport Disadvantage for the Developing World Using Free Smartphone Data," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 145(1), pages 415-435, August.
  36. Jan Kunkler & Maximilian Braun & Florian Kellner, 2021. "Speed Limit Induced CO 2 Reduction on Motorways: Enhancing Discussion Transparency through Data Enrichment of Road Networks," Sustainability, MDPI, vol. 13(1), pages 1-22, January.
  37. Laura Alessandretti & Luis Guillermo Natera Orozco & Meead Saberi & Michael Szell & Federico Battiston, 2023. "Multimodal urban mobility and multilayer transport networks," Environment and Planning B, , vol. 50(8), pages 2038-2070, October.
  38. Konstantin Klemmer & Tobias Brandt & Stephen Jarvis, 2018. "Isolating the effect of cycling on local business environments in London," PLOS ONE, Public Library of Science, vol. 13(12), pages 1-31, December.
  39. Dumedah, Gift & Eshun, Gabriel, 2020. "The case of Paratransit - ‘Trotro’ service data as a credible location addressing of road networks in Ghana," Journal of Transport Geography, Elsevier, vol. 84(C).
  40. Giulia Reggiani & Tim Oijen & Homayoun Hamedmoghadam & Winnie Daamen & Hai L. Vu & Serge Hoogendoorn, 2022. "Understanding bikeability: a methodology to assess urban networks," Transportation, Springer, vol. 49(3), pages 897-925, June.
  41. Geoff Boeing, 2020. "A multi-scale analysis of 27,000 urban street networks: Every US city, town, urbanized area, and Zillow neighborhood," Environment and Planning B, , vol. 47(4), pages 590-608, May.
  42. Paul Waddell & Arezoo Besharati-Zadeh, 2020. "A Comparison of Statistical and Machine Learning Algorithms for Predicting Rents in the San Francisco Bay Area," Papers 2011.14924, arXiv.org.
  43. Correa Diego & Gil Jakub & Moyano Christian, 2021. "Energy Logistics Cost Study for Wireless Charging Transportation Networks," Sustainability, MDPI, vol. 13(11), pages 1-13, May.
  44. Wang, Shiguang & Yu, Dexin & Kwan, Mei-Po & Zheng, Lili & Miao, Hongzhi & Li, Yongxing, 2020. "The impacts of road network density on motor vehicle travel: An empirical study of Chinese cities based on network theory," Transportation Research Part A: Policy and Practice, Elsevier, vol. 132(C), pages 144-156.
  45. Pietro Folco & Laetitia Gauvin & Michele Tizzoni & Michael Szell, 2023. "Data-driven micromobility network planning for demand and safety," Environment and Planning B, , vol. 50(8), pages 2087-2102, October.
  46. Zhiqiang Wang & Jing Huang & Huimin Wang & Jinle Kang & Weiwei Cao, 2020. "Analysis of Flood Evacuation Process in Vulnerable Community with Mutual Aid Mechanism: An Agent-Based Simulation Framework," IJERPH, MDPI, vol. 17(2), pages 1-21, January.
  47. Gao, Jiong & Ma, Shoufeng & Wang, Lei & Shuai, Ling & Du, Huibin, 2023. "Does greenness bring more green travelling? Evidence from free-floating bike-sharing in Beijing," Journal of Transport Geography, Elsevier, vol. 109(C).
  48. Francesca Dal Cin & Martin Fleischmann & Ombretta Romice & João Pedro Costa, 2020. "Climate Adaptation Plans in the Context of Coastal Settlements: The Case of Portugal," Sustainability, MDPI, vol. 12(20), pages 1-19, October.
  49. Boeing, Geoff, 2017. "The Relative Circuity of Walkable and Drivable Urban Street Networks," SocArXiv 4rzqa, Center for Open Science.
  50. Padraig Corcoran & Rhyd Lewis, 2023. "A navigability entropy model for street networks," Environment and Planning B, , vol. 50(8), pages 2171-2186, October.
  51. Robin Lovelace, 2021. "Open source tools for geographic analysis in transport planning," Journal of Geographical Systems, Springer, vol. 23(4), pages 547-578, October.
  52. Ospina, Juan P. & Duque, Juan C. & Botero-Fernández, Verónica & Montoya, Alejandro, 2022. "The maximal covering bicycle network design problem," Transportation Research Part A: Policy and Practice, Elsevier, vol. 159(C), pages 222-236.
  53. Tianran Ding & Bernhard Steubing & Wouter Achten, 2022. "Coupling optimization with territorial LCA to support agricultural land-use planning," ULB Institutional Repository 2013/352783, ULB -- Universite Libre de Bruxelles.
  54. Brinkley, Catherine & Raj, Subhashni, 2022. "Perfusion and urban thickness: The shape of cities," Land Use Policy, Elsevier, vol. 115(C).
  55. Jari Vepsäläinen, 2022. "Energy Demand Analysis and Powertrain Design of a High-Speed Delivery Robot Using Synthetic Driving Cycles," Energies, MDPI, vol. 15(6), pages 1-21, March.
  56. Alexander Hellervik & Leonard Nilsson & Claes Andersson, 2019. "Preferential centrality – A new measure unifying urban activity, attraction and accessibility," Environment and Planning B, , vol. 46(7), pages 1331-1346, September.
  57. Büsing, Christina & Comis, Martin & Schmidt, Eva & Streicher, Manuel, 2021. "Robust strategic planning for mobile medical units with steerable and unsteerable demands," European Journal of Operational Research, Elsevier, vol. 295(1), pages 34-50.
  58. Gordon Cromley & Jie Lin, 2023. "Examining the interplay between racial segregation patterns and access to hospital care," Environment and Planning B, , vol. 50(1), pages 117-129, January.
  59. Winston Yap & Jiat-Hwee Chang & Filip Biljecki, 2023. "Incorporating networks in semantic understanding of streetscapes: Contextualising active mobility decisions," Environment and Planning B, , vol. 50(6), pages 1416-1437, July.
  60. Luxiao Yang & Qizhi Jin & Feng Fu, 2024. "Research on Urban Street Network Structure Based on Spatial Syntax and POI Data," Sustainability, MDPI, vol. 16(5), pages 1-22, February.
  61. Klanjčić, Marina & Gauvin, Laetitia & Tizzoni, Michele & Szell, Michael, 2021. "Identifying urban features for vulnerable road user safety in Europe," SocArXiv 89cyu, Center for Open Science.
  62. Zhang, Yongping & Lin, Diao & Liu, Xiaoyue Cathy, 2019. "Biking islands in cities: An analysis combining bike trajectory and percolation theory," Journal of Transport Geography, Elsevier, vol. 80(C).
  63. Giulia Reggiani & Trivik Verma & Winnie Daamen & Serge Hoogendoorn, 2023. "A multi-city study on structural characteristics of bicycle networks," Environment and Planning B, , vol. 50(8), pages 2017-2037, October.
  64. Milovan Kovač & Snežana Tadić & Mladen Krstić & Miloš Veljović, 2023. "A Methodology for Planning City Logistics Concepts Based on City-Dry Port Micro-Consolidation Centres," Mathematics, MDPI, vol. 11(15), pages 1-21, July.
  65. Szell, Michael, 2018. "Crowdsourced Quantification and Visualization of Urban Mobility Space Inequality," SocArXiv je5r4, Center for Open Science.
  66. Zhao, Pengjun & Cao, Yushu, 2020. "Commuting inequity and its determinants in Shanghai: New findings from big-data analytics," Transport Policy, Elsevier, vol. 92(C), pages 20-37.
  67. Tubagus Robbi Megantara & Sudradjat Supian & Diah Chaerani, 2022. "Strategies to Reduce Ride-Hailing Fuel Consumption Caused by Pick-Up Trips: A Mathematical Model under Uncertainty," Sustainability, MDPI, vol. 14(17), pages 1-18, August.
  68. Jorge Ubirajara Pedreira Junior & Antônio Nélson Rodrigues da Silva & Cira Souza Pitombo, 2022. "Car-Free Day on a University Campus: Determinants of Participation and Potential Impacts on Sustainable Travel Behavior," Sustainability, MDPI, vol. 14(6), pages 1-20, March.
  69. Rick Grahn & Sean Qian & Chris Hendrickson, 2023. "Optimizing first- and last-mile public transit services leveraging transportation network companies (TNC)," Transportation, Springer, vol. 50(5), pages 2049-2076, October.
  70. Boeing, Geoff, 2018. "Urban Spatial Order: Street Network Orientation, Configuration, and Entropy," SocArXiv qj3p5, Center for Open Science.
  71. Barrington-Leigh, Christopher Paul & Millard-Ball, Adam, 2019. "A global assessment of street network sprawl," OSF Preprints 6vp8j, Center for Open Science.
  72. Stienen, Valentijn & den Hertog, Dick & Wagenaar, J.C. & de Zegher, J.F., 2022. "Enhancing Digital Road Networks for Better Operations in Developing Countries," Other publications TiSEM 745d1d0c-7af2-4759-add4-0, Tilburg University, School of Economics and Management.
  73. Alexander Boest-Petersen & Piotr Michalak & Jamal Jokar Arsanjani, 2021. "Impact Assessment Analysis of Sea Level Rise in Denmark: A Case Study of Falster Island, Guldborgsund," Sustainability, MDPI, vol. 13(13), pages 1-26, July.
  74. Kyusik Kim & Jihoon Jung & Claire Schollaert & June T. Spector, 2021. "A Comparative Assessment of Cooling Center Preparedness across Twenty-Five U.S. Cities," IJERPH, MDPI, vol. 18(9), pages 1-16, April.
  75. Michael Szell, 2018. "Crowdsourced Quantification and Visualization of Urban Mobility Space Inequality," Urban Planning, Cogitatio Press, vol. 3(1), pages 1-20.
  76. Merchán, Daniel & Winkenbach, Matthias & Snoeck, André, 2020. "Quantifying the impact of urban road networks on the efficiency of local trips," Transportation Research Part A: Policy and Practice, Elsevier, vol. 135(C), pages 38-62.
  77. Leonardo Nicoletti & Mikhail Sirenko & Trivik Verma, 2023. "Disadvantaged communities have lower access to urban infrastructure," Environment and Planning B, , vol. 50(3), pages 831-849, March.
  78. R. Lewis & P. Corcoran, 2022. "Finding fixed-length circuits and cycles in undirected edge-weighted graphs: an application with street networks," Journal of Heuristics, Springer, vol. 28(3), pages 259-285, June.
  79. Rungpansa Noichan & Bart Dewancker, 2018. "Analysis of Accessibility in an Urban Mass Transit Node: A Case Study in a Bangkok Transit Station," Sustainability, MDPI, vol. 10(12), pages 1-26, December.
  80. Aston, Laura & Currie, Graham & Kamruzzaman, Md. & Delbosc, Alexa & Brands, Ties & van Oort, Niels & Teller, David, 2021. "Multi-city exploration of built environment and transit mode use: Comparison of Melbourne, Amsterdam and Boston," Journal of Transport Geography, Elsevier, vol. 95(C).
  81. Miyazawa, Flávio K. & Moura, Phablo F.S. & Ota, Matheus J. & Wakabayashi, Yoshiko, 2021. "Partitioning a graph into balanced connected classes: Formulations, separation and experiments," European Journal of Operational Research, Elsevier, vol. 293(3), pages 826-836.
  82. Alves d'Acampora, Bárbara Heliodora & Maraschin, Clarice & Taufemback, Cleiton Guollo, 2023. "Landscape ecology and urban spatial configuration: Exploring a methodological relationship. Application in Pelotas, Brazil," Ecological Modelling, Elsevier, vol. 486(C).
  83. Ali Enes Dingil & Joerg Schweizer & Federico Rupi & Zaneta Stasiskiene, 2019. "Updated Models of Passenger Transport Related Energy Consumption of Urban Areas," Sustainability, MDPI, vol. 11(15), pages 1-16, July.
  84. Waddell, Paul & Boeing, Geoff & Gardner, Max & Porter, Emily, 2018. "An Integrated Pipeline Architecture for Modeling Urban Land Use, Travel Demand, and Traffic Assignment," SocArXiv 74zaw, Center for Open Science.
  85. Masías, Víctor Hugo & Crespo R., Fernando A. & Navarro R., Pilar & Masood, Razan & Krämer, Nicole C. & Hoppe, H. Ulrich, 2021. "On spatial variation in the detectability and density of social media user protest supporters," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 65, pages 1-1.
  86. Boeing, Geoff, 2019. "The Morphology and Circuity of Walkable and Drivable Street Networks," SocArXiv edj2s, Center for Open Science.
  87. Hu, Yuntong & Xiao, Fuyuan, 2022. "An efficient forecasting method for time series based on visibility graph and multi-subgraph similarity," Chaos, Solitons & Fractals, Elsevier, vol. 160(C).
  88. Yuki Oyama, 2022. "Capturing positive network attributes during the estimation of recursive logit models: A prism-based approach," Papers 2204.01215, arXiv.org, revised Jan 2023.
  89. Perez, Yuri & Pereira, Fabio Henrique, 2021. "Simulation of traffic light disruptions in street networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 582(C).
  90. Gareth Simons, 2023. "The cityseer Python package for pedestrian-scale network-based urban analysis," Environment and Planning B, , vol. 50(5), pages 1328-1344, June.
  91. Boeing, Geoff, 2020. "Street Network Models and Indicators for Every Urban Area in the World," SocArXiv f2dqc, Center for Open Science.
  92. Su, Rongxiang & Goulias, Konstadinos, 2023. "Untangling the relationships among residential environment, destination choice, and daily walk accessibility," Journal of Transport Geography, Elsevier, vol. 109(C).
  93. Shang, Wen-Long & Chen, Jinyu & Bi, Huibo & Sui, Yi & Chen, Yanyan & Yu, Haitao, 2021. "Impacts of COVID-19 pandemic on user behaviors and environmental benefits of bike sharing: A big-data analysis," Applied Energy, Elsevier, vol. 285(C).
  94. Willberg, Elias & Fink, Christoph & Toivonen, Tuuli, 2023. "The 15-minute city for all? – Measuring individual and temporal variations in walking accessibility," Journal of Transport Geography, Elsevier, vol. 106(C).
  95. Dumedah, Gift & Abass, Kabila & Gyasi, Razak M. & Forkuor, John Boulard & Novignon, Jacob, 2023. "Inefficient allocation of paratransit service terminals and routes in Ghana: The role of driver unions and paratransit operators," Journal of Transport Geography, Elsevier, vol. 111(C).
  96. Michele Ronco & José María Tárraga & Jordi Muñoz & María Piles & Eva Sevillano Marco & Qiang Wang & Maria Teresa Miranda Espinosa & Sylvain Ponserre & Gustau Camps-Valls, 2023. "Exploring interactions between socioeconomic context and natural hazards on human population displacement," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
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