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Record W4380534772 · doi:10.5751/es-14182-280225

Integration of nature-based solutions (NBS) in local policy and planning toward transformative change. Evidence from Barcelona, Lisbon, and Turin

2023· article· en· W4380534772 on OpenAlexvenueno aff
Beatriz Kauark-Fontes, L. Marchetti, Fabio Salbitano

Bibliographic record

VenueEcology and Society · 2023
Typearticle
Languageen
FieldEnvironmental Science
TopicLand Use and Ecosystem Services
Canadian institutionsnot available
FundersEuropean Commission
KeywordsTransformative learningMetropolitan areaCorporate governanceUrban planningRegional scienceSpatial planningPolitical sciencePublic administrationFragmentation (computing)Environmental planningBusinessSociologyGeographyEngineeringComputer science

Abstract

fetched live from OpenAlex

The attention given to nature-based solutions (NBS) in urban governance is often hindered by the fragmentation of responsibilities in technical and administrative services and by rigid structural conditions within urban regimes. This drastically harms NBS implementation and their co-benefits. There is limited information regarding NBS integration across levels and scales of urban governance, in particular a lack of studies that access such integration in urban policy and planning. This study aims to address this gap by exploring the integration of NBS in urban policy and planning in Barcelona, Lisbon, and Turin, the three European municipalities participating in the H2020 project CONEXUS. The objectives are: (1) to understand the state of top-down and bottom-up integration of NBS in urban policy and planning in the three cities; (2) to understand barriers in integration that might hinder the evolution of the NBS agenda in said instruments; (3) to identify policy and planning entry points that can catalyze forms of cross-sectoral, multi-level, and interdisciplinary governance of NBS toward transformative change. The methods used include an in-depth analysis of official municipal, metropolitan, regional, and national documents and expert interviews. The results show that NBS integration in urban policy and planning is novel in all cities but advancing considerably with initial dialogues among the public sector, academia, and local actors of various provenances. Planning in silos persists, negatively impacting any possible confluence of actions toward NBS integration and implementation. However, a constellation of national and international plans including NBS, combined with the development of cross-cutting policies and plans, and an increasing interest from the municipalities and citizens, reveal an enabling environment for NBS integration in urban policies. Our findings are translated into insights that can support policy and decision makers to operationalize NBS integration in their municipal agendas, policies, and plans.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.109
Threshold uncertainty score0.267

Codex and Gemma teacher scores by category

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

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 head0.031
GPT teacher head0.276
Teacher spread0.246 · 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; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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

Citations50
Published2023
Admission routes1
Has abstractyes

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