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2023 Research Prize
A Taxonomy of Vacancy: Are Underutilized Commercial Strips the Answer to San Antonio’s Housing Shortage?

“A Taxonomy of Vacancy” demonstrates that multifamily infill housing along VIA Metropolitan Transit’s proposed rapid transit corridors can meet San Antonio’s 25-year housing demand without greenfield expansion or residential displacement. Using spatial analysis, data visualization, and prototype design, the research reimagines underutilized commercial corridors as compact, transit-oriented, walkable neighborhoods.

Ian Caine
Esteban López Ochoa
Wei Zhai
University of Texas at San Antonio
School of Architecture + Planning

Rudy Niño, Jr.
City of San Antonio
Planning Department

Christine Quattro
Appalachian State University
College of Arts and Sciences

View Final Report

Somf 2023 research prize caine lopez ochoa nino quattro zhai final report 02

There are 3,938 developable parcels covering 2,720 acres along the proposed rapid transit routes. © Ian Caine.

Jury
Carlos Bedoya
Iker Gil (Chair)
Johanna Hurme
Lorcan O’Herlihy
Irene Sunwoo

Thank you to the SOM Foundation for providing our team with a timely opportunity to reimagine the future of San Antonio’s ubiquitous commercial strips. These aging and underutilized automotive landscapes remain an untapped resource, badly in need of a new future. The emergence of e-commerce, remote work, and new transportation technologies provides a unique opportunity to begin infilling the vacant land with housing. This research project applies the power of data and design thinking to the grand challenge of housing, which spans scales and disciplines. Ultimately, we aspire to significantly expand policy discussions about solutions to San Antonio’s escalating housing crisis.
Ian Caine

This research challenges San Antonio’s ongoing geographic expansion by identifying and quantifying vacant and underutilized parcels along aging commercial corridors and evaluating their potential to support multifamily infill housing development. The decline of traditional retail and office space, driven by e-commerce and remote work, increases commercial vacancy and creates new opportunities for land reuse. At the same time, shifts in transportation—including shared mobility, automated vehicles, and bus rapid transit—reduce long-term parking demand, further expanding the supply of underutilized land. Repurposing these sites for infill housing supports regional efforts to accommodate an anticipated population increase of more than 600,000 people in Bexar County over the next 25 years, which will require approximately 238,000 new housing units.

This study builds on established research in the urban design and planning literature on the suburban retrofitting of vacant urban land. It integrates data analysis and design research to address a central question: to what extent can San Antonio’s aging commercial corridors accommodate multifamily infill housing at a scale that meets long-term housing demand? The research is structured in two phases. Phase I uses quantitative methods to identify and classify vacant and underutilized parcels along seven major commercial corridors aligned with proposed bus rapid transit routes in the City of San Antonio’s SA Tomorrow Comprehensive Plan and VIA Metropolitan Transit Long Range Plan 2040. Phase II uses architectural design to test infill housing prototypes on prototypical commercial sites, with particular attention to excess surface parking as a primary development opportunity.

Phase I employs GIS-based spatial analysis to inventory parcels within one-mile transects of each corridor, identifying approximately 8,700 vacant parcels and structures totaling more than 7,500 acres. After excluding parcels that are undersized, flood-prone, constrained by ownership, or economically infeasible to redevelop, the analysis identifies 3,938 parcels encompassing roughly 2,720 acres as highly developable. In parallel, the study documents more than 7,000 acres of surface parking associated with commercial uses, revealing a substantial oversupply relative to contemporary parking standards and transit-oriented development norms. Together, these findings demonstrate that the proposed transit corridors possess significant latent capacity to support housing development in already urbanized areas without relying on greenfield expansion.

Where is the developable land relative to downtown? © Ian Caine.

Somf 2023 research prize caine lopez ochoa nino quattro zhai final report 01

The research then projects housing capacity across multiple density and parking-reduction scenarios. The analysis indicates that, with reduced parking ratios and medium residential densities of approximately 30–40 units per acre, infill development on vacant and underutilized land along the transit corridors could meet San Antonio’s projected housing demand through 2050 without displacing existing residents or relying on greenfield development.

Phase II translates these findings into eight design prototypes that address normative suburban conditions, including roadside motels, strip malls, big-box stores, and regional malls. This approach emphasizes incremental development, mixed-use programming, and the preservation of existing commercial structures, demonstrating how density can increase without erasing businesses or existing urban fabric. Collectively, the project positions underutilized commercial land as a resource for equitable, transit-oriented growth and offers a transferable framework for cities seeking to address housing shortages by leveraging existing infrastructure and limiting sprawl.

Infill concept for a Drive-Thru Restaurant. © Ian Caine.

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Infill housing concept for a Roadside Motel. © Ian Caine.

Somf 2023 research prize caine lopez ochoa nino quattro zhai final report 04

Rendering of infill concepts for a Drive-Thru Restaurant and Roadside Motel. © Ian Caine.

Somf 2023 research prize caine lopez ochoa nino quattro zhai final report 05

Aerial rendering of Transit-Oriented Development in Perrin Beitel Corridor along Nacogdoches Road. © Ian Caine.

Somf 2023 research prize caine lopez ochoa nino quattro zhai final report 06
Somf 2023 research prize caine lopez ochoa nino quattro zhai final report 07

Final review for graduate design studio, featuring student proposals for infill housing on underutilized commercial sites. © Ian Caine.

Somf 2023 research prize caine lopez ochoa nino quattro zhai final report 08

Final review for graduate design studio, featuring student proposals for infill housing on underutilized commercial sites. © Ian Caine.

Somf 2023 research prize caine lopez ochoa nino quattro zhai final report 09

Final review for graduate design studio, featuring student proposals for infill housing on underutilized commercial sites. © Ian Caine.

Project Team

Research Team

Ian Caine (UT San Antonio), Wei Zhai (UT Arlington), Huanchun Huang (UT San Antonio), Gabriel Díaz Montemayor (Fayetteville, Arkansas), Esteban López Ochoa (UT San Antonio), Rudy Niño, Jr. (City of San Antonio), and Christine Quattro (Appalachian State University).

Research Assistants

Meesha Afkami, MArch Candidate; Andrea Albarrán Montes, MArch Candidate; Eduardo Lopez, BS Arch Candidate; Sergio Martinez, MArch Candidate; Sajida Noor, MArch Candidate; and Angel Villalobos, MArch Candidate.

Center for Urban and Regional Planning Research, UT San Antonio

Spring 2025 Graduate Studio

Sophia Cruz, Ashmal Irfan, Sarah King, Sergio Martinez, Rodolfo Gerardo Mojica, Sajida Noor, Eduardo Salinas, Santiago Solis Prieto, and Angel Villalobos.

School of Architecture + Planning, UT San Antonio

Acknowledgments

Special thanks to Haley Holmes, San Antonio Public Library; Allison Hu; Trent Tunks, Alamo Architects; Micah Diaz, David Powell, City of San Antonio; Michelangelo Sabatino, UT San Antonio; Iker Gil, SOM Foundation.

Sponsors

Funding provided by the SOM Foundation’s 2023 Research Prize, with additional support from the City of San Antonio, San Antonio Area Foundation, and San Antonio Public Library.

More on this Project

Caine, Ian, and Wei Zhai, “San Antonio Can Avoid Sprawl by Linking Affordable Housing to Rapid Transit.” San Antonio Express-News, November 30, 2025.

Sundeen, Jasper Kenzo, “UT San Antonio Researchers Identify More Than 7k Acres for Housing Development Around Proposed Transit Corridors.” San Antonio Report, December 12, 2025.

Somf 2023 research prize ian caine headshot

Ian Caine
University of Texas at San Antonio
School of Architecture + Planning

Somf 2023 research prize esteban lopez ochoa headshot

Esteban López Ochoa
University of Texas at San Antonio
School of Architecture + Planning

Somf 2023 research prize rudy nino headshot

Rudy Niño, Jr.
City of San Antonio
Planning Department

Somf 2023 research prize christine quattro headshot

Christine Quattro
Appalachian State University
College of Arts and Sciences

Somf 2023 research prize wei zhai headshot

Wei Zhai
University of Texas at San Antonio
School of Architecture + Planning

Ian Caine

is an Associate Professor, Distinguished Teaching Professor, and Principal in URBAN PLATORM. From 2018 to 2025, he served as Director of the UTSA Center for Urban and Regional Planning Research, leading applied design and planning initiatives across South Texas and the Lower Rio Grande Valley. His research examines the forms, processes, and impacts of urban growth, appearing in journals such as MONU, Scenario, Log, and Housing Studies, as well as in popular press outlets such as Discovery Channel Canada, The New York Times, San Francisco Chronicle, and Texas Public Radio. His design collaborations have received awards from the American Institute of Architects, the American Planning Association, and international competitions, including Rising Tides, Build-a-Better-Burb, Dry Futures, and Modular Home Edition #2. Caine is a dedicated educator, having received the 2017 ACSA/AIAS New Faculty Teaching Award, the 2017 UT Regent’s Outstanding Teaching Award, and selection for the Architecture 2030 Pilot Curriculum Project, which highlighted a curriculum developed with Dr. Rahman Azari as one of seven nationwide that “transform the culture of sustainable design education.” He holds degrees from MIT (SMArchS) and Washington University (MArch), where he received the AIA School Medal.

Esteban López Ochoa

is an Associate Professor of Urban and Regional Planning and Associate Director of UTSA’s Center for Sustainable Pervasive Urban Resilience. His research seeks to take advantage of the wider availability of “bigger” data to examine housing, labor, and education issues that contribute to the unjust burden of spatial inequalities in our communities, both in the U.S. and Latin American contexts. Before joining UTSA, Esteban was an Assistant Professor and Postdoctoral Fellow of the Center of Economics and Regional Policy (CEPR) of the Universidad Adolfo Ibáñez (UAI) at Viña del Mar, Chile. He graduated as a Fulbright Fellow in 2016 from the University of Illinois at Urbana-Champaign, obtaining an M.S. in Agricultural and Applied Economics, and a Ph.D. in Regional Planning. He also obtained a Master of Science in Regional Science from the Universidad Católica del Norte (Chile) in 2010.

Rudy Niño, Jr.

is the Interim Director of Planning at the City of San Antonio. He has served as the Assistant Director for the City of San Antonio’s Planning Department since 2016. Niño began his career with the City of San Antonio following five-plus years working with the North Central Texas Council of Governments in the environmental planning field. Since joining the city in 2005, he has worked in a number of progressively responsible roles in both the Planning Department and the Development Services Department (land development). His position in the Planning Department has included oversight of the City’s Comprehensive Plan update: SA Tomorrow; Annexation; Tax Increment Reinvestment Zone (TIRZ) programs; long-range community and neighborhood planning, current planning, urban design reviews, corridor planning, and zoning.

Christine Quattro

is an Assistant Professor of Community and Regional Planning at Appalachian State University and holds a doctorate in City and Regional Planning from the University of Pennsylvania. Their research studies the environmental justice, social equity, and ecological implications of land development regulations. They previously served on the Zoning Board of Yeadon, PA, and was Director of City Planning and Development for San Antonio City Council District 1. Additionally, Quattro currently works as the Lead Land Development Researcher for a law firm based in San Antonio.

Wei Zhai

is an Associate Professor in the Department of Public Affairs and Planning at the University of Texas at Arlington. He received his PhD in Urban and Regional Planning and a master’s degree in computer engineering from the University of Florida. He was trained as an urban designer and planner in China before moving to the United States. His current research agenda is twofold. (i) He leverages emerging big data and advanced quantitative methods to study issues of environmental resilience. (ii) He is also developing and applying geospatial data science methods to better sense human behavior, social equity, and urban dynamics. He teaches Urban Planning Methods I, Environmental Planning and Assessment, and Urban and Regional Sustainability at UTSA.

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