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Governing AI-Enabled Climate-Resilient Housing and Infrastructure Prioritization

A Caring Urban Governance Framework

Bibliographic Data

ID19489201
AuthorsReyhaneh Ahmadi (0000-0003-2787-4579, University of Oklahoma), Kaveh Ghamisi (0009-0001-5195-5179, University of Oklahoma)
Year2026
Volume10
Issue5
Pages275
Publication date2026-05-14
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueUrban Science (JOURNAL)
Journal identifiersISSN: 2413-8851 • E-ISSN: 2413-8851
PublisherMDPI AG (PUBLISHER • IT)
DOI10.3390/urbansci10050275
OpenAlexW7161182662
LanguageEN
References cited61

Smart city governance increasingly relies on AI-enabled planning systems, digital twins, vulnerability scoring tools, and capital investment platforms to allocate climate-resilient housing and infrastructure investments. Yet existing smart-urbanism and adaptation frameworks do not adequately specify how such systems should encode well-being, equity, and climate uncertainty when translating urban data into ranked projects and funded portfolios. This paper develops the Caring Urban Governance Framework for AI-enabled urban prioritization through a structured scoping review and conceptual framework analysis integrating climate-risk decision-making under deep uncertainty, built-environment pathways affecting psychosocial well-being, and public-sector algorithmic accountability. The framework proposes a five-layer architecture linking urban form and infrastructure, climate exposure and environmental resources, psychosocial mediators of well-being, algorithmic design choices, and institutional governance, with explicit feedback loops. Its main outputs are an auditable decision architecture, eight mechanism-based propositions for empirical testing, an operational specification matrix for objective functions, equity constraints, robust logic, and documentation, and an analytical validation of construct clarity, coherence, literature congruence, and operationalizability. The analysis argues that aligning AI-enabled urban prioritization with SDG 11 requires treating well-being-supportive living conditions as a decision objective, constraining optimization with equity conditions, and institutionalizing auditability and contestability to reduce distributive and psychosocial harm in public investment planning

Conceptual framework · Corporate governance · Harm · Prioritization · Urban planning · Smart Cities and Technologies · Sustainability and Climate Change Governance · Sustainable Building Design and Assessment

  • Collaborative Planning

    Open Access•Patsy Healey•Collaborative Planning•1997

  • Splintering Urbanism

    Steve Graham, Simon Marvin et al.•Splintering Urbanism•2002

  • Shaping the Next One Hundred Years

    Robert J Lempert, Robert Lempert et al.•Shaping the next one hundred years•2003

  • Model Cards for Model Reporting

    Open Access•Margaret Mitchell, Simone Wu et al.•Proceedings of the Conference on…•2019

  • GIS‐based multicriteria decision analysis

    Jacek Malczewski•International Journal of…•2006

  • Fairness and Abstraction in Sociotechnical Systems

    Open Access•Andrew D Selbst, Drick Boyd et al.•Proceedings of the Conference on…•2019

  • Mental Health Benefits of Long-Term Exposure to Residential Green and Blue Spaces

    Open Access•Margarita Gascón, Margarita Triguero-Mas et al.•International Journal of…•2015

  • Smart cities of the future

    Open Access•Michael Batty, Kay W Axhausen et al.•The European Physical Journal…•2012

  • The health benefits of the great outdoors

    Open Access•Caoimhe Twohig-Bennett, Andy Jones•Environmental Research•2018

  • Fairness through awareness

    Open Access•Cynthia Dwork, Moritz Hardt et al.•Proceedings of the 3rd…•2012

  • Applications of 3D City Models

    Open Access•Filip Biljecki, Jantien Stoter et al.•ISPRS International Journal of…•2015

  • Conceptualizing smart city with dimensions of technology, people, and institutions

    Open Access•Taehyun Nam, Taewoo Nam et al.•Proceedings of the 12th Annual…•2011

  • Closing the AI accountability gap

    Open Access•Inioluwa Deborah Raji, Andrew Smart et al.•Proceedings of the 2020…•2020

  • Datasheets for datasets

    Open Access•Timnit Gebru, Jamie Morgenstern et al.•Communications of the ACM•2021

  • The ethics of smart cities and urban science

    Open Access•Rob Kitchin•Philosophical Transactions of the…•2016

  • Urban Digital Twins for Smart Cities and Citizens

    Open Access•Fabian Dembski, Uwe Wössner et al.•Sustainability•2020

  • The Impact of Climate Change on Mental Health and Emotional Wellbeing

    Open Access•Emma Lawrance, RHIANNON THOMPSON et al.•International Review of Psychiatry•2022

  • Why green “climate gentrification” threatens poor and vulnerable populations

    Open Access•Isabelle Anguelovski, James J T Connolly et al.•Proceedings of the National…•2019

  • Nature and Health

    Terry Hartig, Richard Mitchell et al.•Annual Review of Public Health•2014

  • The Black Box Society

    Frank Pasquale•Black Box Society•2015

  • Identifying and prioritizing climate change adaptation measures in the context of electricity, transportation and water infrastructure

    Open Access•Bawantha Rathnayaka, Dilan Robert et al.•International Journal of Disaster…•2023

  • Artificial intelligence adoption in urban planning governance

    Open Access•Desmond Lartey, Kris M Y Law•Landscape and Urban Planning•2025

  • Assessing governance implications of city digital twin technology

    Open Access•Masahiko Haraguchi, Tomomi Funahashi et al.•Technological Forecasting and…•2024

  • Defining Environmental Justice

    David Schlosberg•DEFINING ENVIRONMENTAL JUSTICE:…•2007

  • Ecological grief as a mental health response to climate change-related loss

    Open Access•Ashlee Cunsolo, N Ellis•Nature Climate Change•2018

  • Sorting Things Out

    G C Bowker, Susan Leigh Star•Sorting Things Out•1999

  • Smart Cities

    Vito Albino, Umberto Berardi et al.•Journal of Urban Technology•2015

  • The spectrum of control

    Open Access•Jathan Sadowski, Frank Pasquale et al.•First Monday•2015

  • Housing and Mental Health

    Open Access•Gary W Evans, Nancy M Wells et al.•Journal of Social Issues•2003

  • The ‘actually existing smart city’

    Taylor Shelton, Matthew Zook et al.•Cambridge Journal of Regions…•2014

  • Data Trusts and the Governance of Smart Environments

    Open Access•Lisa M Austin, Lisa Austin et al.•Surveillance & Society•2021

  • Strategies to adapt to an uncertain climate change

    Open Access•Stephane Hallegatte•Global Environmental Change•2009

  • Dynamic adaptive policy pathways

    Open Access•Marjolijn Haasnoot, J H Kwakkel et al.•Global Environmental Change•2013

  • Being a ‘citizen’ in the smart city

    Open Access•Paolo Cardullo, Rob Kitchin•GeoJournal•2018

  • Citizens as sensors

    Open Access•Michael F Goodchild•GeoJournal•2007

  • Assessing green gentrification in historically disenfranchised neighborhoods

    Open Access•Isabelle Anguelovski, James J T Connolly et al.•Urban Geography•2017

  • The rise of AI urbanism in post-smart cities

    Open Access•Federico Cugurullo, Federico Caprotti et al.•Urban Studies•2023

  • The praxis and politics of building urban dashboards

    Open Access•Rob Kitchin, Sophia Maalsen et al.•Geoforum•2016

  • A Ladder Of Citizen Participation

    Sherry R Arnstein•Journal of the American Institute…•1969

  • The Ethical Concerns of Artificial Intelligence in Urban Planning

    Open Access•Thomas W Sanchez, Marc Brenman et al.•Journal of the American Planning…•2025

  • Artificial intelligence governance

    Open Access•Patricia Gomes Rêgo De Almeida, Carlos Denner Dos Santos et al.•Government Information Quarterly•2025

  • Climate change and mental health

    Open Access•H Berry, Helen Louise Berry et al.•International Journal of Public…•2009

  • Smartmentality

    Open Access•Alberto Vanolo•Urban Studies•2013

  • Climate Change 2022 - Impacts, Adaptation and Vulnerability

    Open Access•Intergovernmental Panel On Climate Change•Climate Change 2022 – Impacts,…•2023

  • Will the real smart city please stand up

    Robert G Hollands•City•2008

  • Social Vulnerability to Environmental Hazards

    Open Access•Susan L Cutter, Bryan Boruff et al.•Social Science Quarterly•2003

  • Smart cities as corporate storytelling

    Ola Söderström, Till F Paasche et al.•City•2014

  • "Where has the Future Gone?" Rethinking the Role of Integrated Land-Use Models in Spatial Planning

    Open Access•Helen Couclelis•Environment and Planning A…•2005

  • Cities and population health

    Open Access•Sandro Galea, Nicholas Freudenberg et al.•Social Science & Medicine•2005

  • Building a Conceptual Framework

    Open Access•Y Jabareen•International Journal of…•2009

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