Geoff Boeing

University of Southern California - Sol Price School of Public Policy

Los Angeles, CA 90089-0626

United States

  • University of Southern California - Sol Price School of Public Policy

SCHOLARLY PAPERS

35

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69

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3

Scholarly Papers (35)

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1.

Urban Spatial Order: Street Network Orientation, Configuration, and Entropy

Number of pages: 22 Posted: 23 Aug 2018 Last Revised: 18 Aug 2019
Geoff Boeing
University of Southern California - Sol Price School of Public Policy
Downloads 5,364 (2,803)
Citation 13

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City Planning, Urban Form, Urban Design, Urban Morphology, OpenStreetMap, Python, Data Science, Gis, Geospatial, Spatial Analysis, Entropy, Orientation, Configuration, Network Analysis, Street Networks, Graph Theory, Transportation, Transportation Planning, Data Visualization

2.

We Live in a Motorized Civilization: Robert Moses Replies to Robert Caro

Number of pages: 12 Posted: 20 Mar 2017 Last Revised: 26 Mar 2021
Geoff Boeing
University of Southern California - Sol Price School of Public Policy
Downloads 2,861 (7,992)
Citation 1

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urban planning, new york, robert moses, urban history, urban renewal, modernism, urban form, transportation

3.

Visual Analysis of Nonlinear Dynamical Systems: Chaos, Fractals, Self-Similarity and the Limits of Prediction

Systems, 4(4), 37, 2016, DOI: 10.3390/systems4040037
Number of pages: 18 Posted: 23 Aug 2016 Last Revised: 16 Nov 2016
Geoff Boeing
University of Southern California - Sol Price School of Public Policy
Downloads 1,195 (30,848)
Citation 3

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visualization, nonlinear systems, dynamics, chaos, fractal, attractor, bifurcation, cobweb plot, phase diagram

4.

A Multi-Scale Analysis of 27,000 Urban Street Networks: Every US City, Town, Urbanized Area, and Zillow Neighborhood

Environment and Planning B: Urban Analytics and City Science, DOI: 10.1177/2399808318784595
Number of pages: 18 Posted: 03 Apr 2017 Last Revised: 06 Aug 2018
Geoff Boeing
University of Southern California - Sol Price School of Public Policy
Downloads 1,046 (37,330)
Citation 7

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network analysis, street network, graph theory, neighborhood, big data, density, python, urban form, land use, networks, GIS, city planning, urban design, geospatial, transportation, OpenStreetMap, OSMnx, resilience, urban morphology, Zillow, centrality, connectivity, betweenness centrality

5.

New Insights into Rental Housing Markets Across the United States: Web Scraping and Analyzing Craigslist Rental Listings

Journal of Planning Education and Research, 2016, DOI: 10.1177/0739456X16664789
Number of pages: 20 Posted: 26 May 2016 Last Revised: 24 Aug 2016
Geoff Boeing and Paul Waddell
University of Southern California - Sol Price School of Public Policy and University of California, Berkeley - Department of City and Regional Planning
Downloads 679 (67,258)
Citation 5

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Housing, Big Data, Web Scraping, Craigslist, Urban Economics, Data Science, GIS

6.

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

Number of pages: 25 Posted: 13 Nov 2016 Last Revised: 09 Jul 2017
Geoff Boeing
University of Southern California - Sol Price School of Public Policy
Downloads 628 (74,213)
Citation 3

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street, network, urban design, urban form, transportation, land use, python, openstreetmap, complexity, routing, graph, GIS, visualization, centrality, complex networks, resilience

7.

Neighborhood Change, One Pint at a Time: The Impact of Local Characteristics on Craft Breweries

In: Untapped: Exploring the Cultural Dimensions of Craft Beer (pp. 155-176), edited by N. G. Chapman, J. S. Lellock, and C. D. Lippard. Morgantown, WV: West Virginia University Press. ISBN 978-1-943665-68-6
Number of pages: 23 Posted: 23 Mar 2017 Last Revised: 29 Jul 2017
Jesus M. Barajas, Geoff Boeing and Julie Wartell
University of Illinois at Urbana-Champaign - Department of Urban and Regional Planning, University of Southern California - Sol Price School of Public Policy and University of California, San Diego
Downloads 532 (91,275)
Citation 12

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craft beer, brewing, neighborhood, gentrification, displacement, urban planning, economic development, revitalization

8.

Exploring Urban Form Through Openstreetmap Data: A Visual Introduction

In: Urban Experience and Design: Contemporary Perspectives on Improving the Public Realm (pp. 167-184), edited by J. Hollander and A. Sussman. Abingdon, England: Routledge. ISBN 9780367435554.
Number of pages: 19 Posted: 15 Oct 2020
Geoff Boeing
University of Southern California - Sol Price School of Public Policy
Downloads 511 (96,139)

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Cartography, Complexity, Data Science, GIS, Network Analysis, Network Science, Nolli Map, OpenStreetMap, Orientation, OSMnx, Polar Histogram, Python, Rose Diagram, Smart Cities, Spatial Analysis, Spatial Networks, Street Network, Transportation, Urban Design, Urban Form, Psychology,Urban Environment

9.

How Our Neighborhoods Lost Food, and How They Can Get It Back

Progressive Planning, No. 206 (Winter), 35-37
Number of pages: 3 Posted: 01 May 2016
Geoff Boeing
University of Southern California - Sol Price School of Public Policy
Downloads 385 (133,803)

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urban planning, urban design, food, public health, neighborhood, sustainability

10.

OSMnx: A Python Package to Work with Graph-Theoretic OpenStreetMap Street Networks

Journal of Open Source Software, 2 (12), 2017, DOI:10.21105/joss.00215
Number of pages: 4 Posted: 16 Jun 2017
Geoff Boeing
University of Southern California - Sol Price School of Public Policy
Downloads 374 (138,095)
Citation 2

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python, openstreetmap, OSMnx, networks, network analysis, urban planning, urban design, urban form, urban morphology, GIS, geospatial

11.

Methods and Measures for Analyzing Complex Street Networks and Urban Form

Number of pages: 236 Posted: 05 Aug 2017
Geoff Boeing
University of Southern California - Sol Price School of Public Policy
Downloads 372 (138,975)

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complexity, complex systems, cities, urban planning, urban design, urban morphology, transportation, built environment, street networks, network analysis, resilience, nonlinearity, connectivity, centrality, topology, urban form

12.

Measuring the Complexity of Urban Form and Design

Urban Design International. doi: 10.1057/s41289-018-0072-1
Number of pages: 22 Posted: 28 Apr 2017 Last Revised: 09 Oct 2018
Geoff Boeing
University of Southern California - Sol Price School of Public Policy
Downloads 336 (155,185)
Citation 5

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complexity, urban form, urban design, networks, fractals, neighborhood

13.

Urban Analytics: History, Trajectory, and Critique

Number of pages: 20 Posted: 18 May 2021
Geoff Boeing, Michael Batty, Shan Jiang and Lisa Schweitzer
University of Southern California - Sol Price School of Public Policy, University College London, Tufts University and University of California, Los Angeles (UCLA) - Department of Urban Planning
Downloads 323 (161,920)
Citation 2

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Big Data, Computer Science, Critical Theory, Data Science, Epistemology, Ethics, Geospatial, Machine Learning, Network Science, Physics, Privacy, Simulation, Smart Cities, Spatiotemporal, Statistics, Transportation, Urban Design, Urban Geography, Urban Informatics

14.

Off the Grid… and Back Again? The Recent Evolution of American Street Network Planning and Design

Number of pages: 30 Posted: 14 Sep 2020 Last Revised: 28 Sep 2020
Geoff Boeing
University of Southern California - Sol Price School of Public Policy
Downloads 307 (170,806)
Citation 7

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street network, urban planning, urban form, urban design, transportation,civil engineering, neighborhood, big data, network science, GIS, spatial analysis, urban morphology, grid, GHG, VMT, sustainability, urban sprawl, density, walkability, livability, healthy cities, climate change

15.

LEED-ND and Livability Revisited

Berkeley Planning Journal, Vol. 27 (1), 31-55, 2014
Number of pages: 26 Posted: 08 May 2016
Geoff Boeing, Daniel Church, Haley Hubbard, Julie Mickens and Lili Rudis
University of Southern California - Sol Price School of Public Policy, University of California, Berkeley, University of California, Berkeley, University of California, Berkeley and University of California, Berkeley
Downloads 303 (175,574)

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LEED, LEED-ND, livability, sustainability, urban planning, urban design, neighborhood, development

16.

Spatial Information and the Legibility of Urban Form: Big Data in Urban Morphology

Forthcoming, International Journal of Information Management, DOI/10.1016/j.ijinfomgt.2019.09.009
Number of pages: 20 Posted: 11 Oct 2019
Geoff Boeing
University of Southern California - Sol Price School of Public Policy
Downloads 249 (211,318)
Citation 6

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Cartography, Complexity, Data Science, GIS, Network Analysis, Network Science, Nolli Map, OpenStreetMap, Orientation, OSMnx, Polar Histogram, Python, Rose Diagram, Smart Cities, Spatial Analysis, Spatial Networks, Street Network, Transportation, Urban Design

17.

The Morphology and Circuity of Walkable and Drivable Street Networks

Number of pages: 17 Posted: 17 Feb 2018 Last Revised: 02 Feb 2019
Geoff Boeing
University of Southern California - Sol Price School of Public Policy
Downloads 239 (219,956)
Citation 5

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street network, circuity, network analysis, GIS, OpenStreetMap, urban morphology, urban planning, urban design, cities, transportation, walkability, driving, pedestrian, urban studies, geospatial, python, accessibility, modeling, land use, simulation

18.

Understanding Cities Through Networks and Flows

Berkeley Planning Journal, 28 (1) 2017
Number of pages: 4 Posted: 12 Feb 2017
Geoff Boeing
University of Southern California - Sol Price School of Public Policy
Downloads 184 (279,966)

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complexity, networks, complex systems, cities, urban planning, nonlinear, modeling

19.

Honolulu Rail Transit: International Lessons from Barcelona in Linking Urban Form, Design, and Transportation

Planext, Vol. 2, 28-47, 2016
Number of pages: 20 Posted: 01 May 2016 Last Revised: 07 May 2016
Geoff Boeing
University of Southern California - Sol Price School of Public Policy
Downloads 175 (292,582)

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barcelona, spain, honolulu, hawaii, urban design, urban planning, transportation, public transit, rail, land use, livability

20.

Online Rental Housing Market Representation and the Digital Reproduction of Urban Inequality

Boeing, G. 2019. Online Rental Housing Market Representation and the Digital Reproduction of Urban Inequality. Environment and Planning A: Economy and Space.
Number of pages: 23 Posted: 17 Feb 2020
Geoff Boeing
University of Southern California - Sol Price School of Public Policy
Downloads 163 (310,916)
Citation 4

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craigslist, critical GIS, demographics, digital divide, displacement, gentrification, geospatial, GIS, housing market, housing policy, housing search, housing vouchers, inequality, rental housing, residential mobility, residential sorting, segregation, smart cities, urban economics, technology

21.

The Right Tools for the Job: The Case for Spatial Science Tool-Building

Transactions in GIS 2020, https://doi.org/10.1111/tgis.12678
Number of pages: 23 Posted: 29 Sep 2020
Geoff Boeing
University of Southern California - Sol Price School of Public Policy
Downloads 152 (329,775)
Citation 2

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GIS, Open Source, Open Science, Open Data, Open Street Map, Social Science, Urban Theory, Geographic Data Science, Urban Geography, Reproducibility, Replication, Network Science, Network Theory, Spatial Networks, Street Networks, Transportation, GIScience, Geography

22.

GIS and Computational Notebooks

Number of pages: 12 Posted: 18 Feb 2021
Geoff Boeing and Daniel Arribas-Bel
University of Southern California - Sol Price School of Public Policy and University of Liverpool
Downloads 151 (333,355)

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computational notebook,computational social science,containerization,Docker,geocomputation,geography,geospatial,GIS,interactive computing,Jupyter,literate programming,open data,open science,open source,platform,Python,replication,reproducibility,scientific computing

23.

The Effects of Inequality, Density, and Heterogeneous Residential Preferences on Urban Displacement and Metropolitan Structure: An Agent-Based Model

Urban Science, 2 (3), 76. doi:10.3390/urbansci2030076
Number of pages: 19 Posted: 25 Mar 2017 Last Revised: 30 Aug 2018
Geoff Boeing
University of Southern California - Sol Price School of Public Policy
Downloads 147 (338,882)
Citation 1

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agglomeration, gentrification, displacement, complex systems, social justice, land use, zoning, economic development, urban planning, complexity, inequality, ABM, agent-based model, modeling, simulation, emergence, self-organization, urban sprawl, housing

24.

Pynamical: Model and Visualize Discrete Nonlinear Dynamical Systems, Chaos, and Fractals

Journal of Open Source Education, 1(1), 15 (2018)
Number of pages: 3 Posted: 13 Jul 2018
Geoff Boeing
University of Southern California - Sol Price School of Public Policy
Downloads 113 (413,683)

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chaos, fractal, nonlinearity, nonlinear systems, attractor, bifurcation, chaotic, dynamical, geometry, mathematics, modeling, simulation, physics, prediction, python, visualization, systems analysis

25.

The Relative Circuity of Walkable and Drivable Urban Street Networks

Transportation Research Board 97th Annual Meeting. January 7–11, Washington, DC
Number of pages: 16 Posted: 05 Aug 2017 Last Revised: 08 Feb 2018
Geoff Boeing
University of Southern California - Sol Price School of Public Policy
Downloads 111 (419,090)

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street network, circuity, network analysis, GIS, OpenStreetMap, urban morphology, urban planning, urban design, cities, transportation, walkability, driving, pedestrian, urban studies, geospatial, python, accessibility, modeling, land use, simulation

26.

Housing Search in the Age of Big Data: Smarter Cities or the Same Old Blind Spots?

Number of pages: 22 Posted: 26 Mar 2020
Geoff Boeing, Max Besbris, Ariela Schachter and John Seungmin Kuk
University of Southern California - Sol Price School of Public Policy, Rice University, Washington University in St. Louis and University of Oklahoma - Department of Political Science
Downloads 104 (439,094)

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bias, big data, craigslist, critical GIS, digital divide, economic geography, filter bubbles, gentrification, housing, housing law, housing market, housing policy, housing supply, housing search, inequality

27.

Street Network Models and Indicators for Every Urban Area in the World

Number of pages: 19 Posted: 07 Nov 2020 Last Revised: 09 Mar 2021
Geoff Boeing
University of Southern California - Sol Price School of Public Policy
Downloads 98 (457,390)
Citation 1

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GIS, Global Human Settlement Layer, Street Networks, Spatial Networks, Urban Planning, Urban Design, Urban Morphology, Urban Geography, Transportation Planning, Transportation Geography, Transportation Planning, OSMnx, OpenStreetMap, Network Science

28.

Urban Street Network Analysis in a Computational Notebook

Number of pages: 15 Posted: 12 Feb 2020
Geoff Boeing
University of Southern California - Sol Price School of Public Policy
Downloads 83 (507,703)
Citation 1

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accessibility, civil engineering, computer science, geocomputation, GIS, jupyter, network science, notebook, open street map, osmnx, pedagogy, python, road network, routing, spatial analysis, street network, transportation, urban analytics, urban informatics, urban geography, urban planning

29.

Clustering to Reduce Spatial Data Set Size

Number of pages: 7 Posted: 29 Mar 2018
Geoff Boeing
University of Southern California - Sol Price School of Public Policy
Downloads 78 (526,822)
Citation 2

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machine learning, DBSCAN, clustering, python, scikit-learn, dimensionality reduction, transportation, GIS, geospatial, data science, spatial analysis, big data, k-means

30.

Rental Housing Spot Markets: How Online Information Exchanges Can Supplement Transacted-Rents Data

Number of pages: 23 Posted: 03 Mar 2020
Geoff Boeing, Jake Wegmann and Junfeng Jiao
University of Southern California - Sol Price School of Public Policy, University of Texas at Austin and University of Texas at Austin - School of Architecture
Downloads 64 (586,575)
Citation 1

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affordability, census, craigslist,data exhaust,economic geography,economic mobility, fair market rent, gentrification, vacancy, HUD, information asymmetries, platform real estate, rental data, rent control, residential mobility, section 8

31.

Planarity and Street Network Representation in Urban Form Analysis

Environment and Planning B: Urban Analytics and City Science (2018)
Number of pages: 13 Posted: 20 Jun 2018 Last Revised: 22 Nov 2018
Geoff Boeing
University of Southern California - Sol Price School of Public Policy
Downloads 56 (626,300)
Citation 1

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GIS, geospatial, street network, network analysis, network science, graph theory, transportation, routing, urban planning, urban design, urban morphology, urban studies, spatial planarity, nonplanar, urban fabric, modeling, simulation, traffic

32.

Local Inequities in the Relative Production of and Exposure to Vehicular Air Pollution in Los Angeles

Number of pages: 22 Posted: 03 Jan 2023
Geoff Boeing, Yougeng Lu and Clemens Pilgram
University of Southern California - Sol Price School of Public Policy, University of Southern California and University of Southern California
Downloads 44 (695,399)

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air pollution, air quality, driving, environmental justice, freeways, geographically weighted regression, healthy cities, highways, infrastructure, los angeles, pollution, public health, racial justice, simulation, social justice, spatial analysis, transport, transportation, urban planning

33.

Estimating Local Daytime Population Density from Census and Payroll Data

Regional Studies, Forthcoming
Number of pages: 6 Posted: 17 Jun 2018
Geoff Boeing
University of Southern California - Sol Price School of Public Policy
Downloads 32 (779,846)
Citation 1

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GIS, Spatial Analysis, Population, Density, Data Science, Visualization, LEHD, LODES, Census

34.

Street Network Models and Measures for Every U.S. City, County, Urbanized Area, Census Tract, and Zillow-Defined Neighborhood

Urban Sci. 2019, 3, 28
Number of pages: 13 Posted: 25 Mar 2019
Geoff Boeing
University of Southern California - Sol Price School of Public Policy
Downloads 27 (820,074)

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street networks, graphs, network science, OpenStreetMap, urban planning, transportation, civil engineering, network theory, graph theory, complex networks, urban design, urban form, urban morphology, built environment, walkability, livability, urban studies, networks, graphml, GIS, geospatial

35.

Converting One-Way Streets to Two-Way Streets to Improve Transportation Network Efficiency and Reduce Vehicle Distance Traveled

Number of pages: 16 Posted: 29 Apr 2022
Geoff Boeing and William Riggs
University of Southern California - Sol Price School of Public Policy and University of San Francisco - School of Management
Downloads 19 (892,167)

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urban planning, urban design, transportation, civil engineering, autonomous vehicles, electric vehicles, AVs, EVs, network analysis, street networks, sustainability, ride-hailing, smart cities, street conversion, civic tech, driving