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Urban Resilience

2024· reference-entry· en· W4398221730 on OpenAlexaff
Hendrikje Alpermann, Moritz Fürst, Maede Hedayatifard, Irem Ince Keller, Jean Ruegg, Maurice Yip

Bibliographic record

Venuenot available
Typereference-entry
Languageen
FieldEconomics, Econometrics and Finance
TopicRegional resilience and development
Canadian institutionsSimon Fraser University
Fundersnot available
KeywordsResilience (materials science)GeographyEnvironmental sciencePhysics

Abstract

fetched live from OpenAlex

The concept of urban resilience has gained increasing attention not only among academic researchers, but also among urban practitioners and policymakers since the 2010s, after its initial emergence in the 2000s, a time when cities faced different types of urban disturbances and felt the urgent need to address them with encompassing policies. Over the years, urban resilience has been embedded in the global urban landscape through various urban policies, programs, and practices. Today, urban governance incorporates elements of urban resilience by improving infrastructure, making urban and territorial plans, and formulating risk management strategies. Urban resilience has close intellectual ties with some earlier work dating back to the second half of the 20th century in other fields of study, such as the conceptions of resilience in ecological studies, science and technology studies, development studies, and sustainability studies. But it is the urban dimension that distinguishes the idea and practices of urban resilience from other notions of resilience. Based on the understanding that cities are complex networks, recent studies draw attention to key factors in operationalizing urban resilience, such as spatial and temporal scales, different urban systems and their multi-scalar networks, historical background, and local specificities. This annotated bibliography organizes the burgeoning publications on urban resilience into three parts: the basics, the practices, and the critique. The basics part contains four sections: General Overviews and Definitions presents the debates over definitions of urban resilience; Conceptual Foundations considers groundbreaking works on urban resilience since the 2000s; Urban Shocks and Stresses introduces the works that clarify what counts as the disturbance that concerns scholars of urban resilience; the works presented in Urban Materialities and Specificities address an often overlooked, yet important, conceptual question about the meaning of the urban that makes urban resilience different from other forms of resilience. The four sections of the second part focus on how scholars have studied resilient practices in cities and how these practices inform, and are informed by, academic work: beginning with Implementation and Governance of Urban Resilience, this part goes through different arenas of urban resilience, including Infrastructure, Risk Management, Planning Theory, and Planning Practices. The third part, The Critique of Urban Resilience, presents the academic literature that challenges the conceptualization of urban resilience, questions the real-world consequences of urban resilience practices, and addresses the limitation of urban resilience in Western-centric urban studies scholarship.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.189
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.037

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.044
GPT teacher head0.246
Teacher spread0.201 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; both teacher heads agree on what is shown here.

Study designNot applicable
Domainnot available
GenreOther

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2024
Admission routes1
Has abstractyes

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