Integrating ideals and urban datasets for sustainable city monitoring

This study highlights the potential of connecting ideals and semantic web technology to overcome challenges in urban sustainability monitoring. City governments generally employ abstract concepts to communicate sustainability goals. Moreover, siloed monitoring systems are often used to track a multitude of metrics and indicators. However, the absence of an overarching strategy in cities’ monitoring frameworks and the incompatibility between various datasets and indicators can result in fragmented approaches. By using “Ideals”, actors can collaborate to achieve important objectives and share a unified understanding of the concepts employed. The authors propose the use of ideals to bridge different disciplines and achieve comprehensive insights through indicator-based monitoring systems. The City of Amsterdam is used as an exploratory case study to demonstrate how a domain ontology that combines the examination of coalition agreements, urban datasets, and monitoring systems can provide insights into how a city operationalizes and monitors its own interpretation of sustainable development.

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Publication Details

Journal
Scientific Reports
Published
2026-10-06
DOI
https://doi.org/10.1038/s41598-026-72560-5
Primary Topic
Smart Cities and Technologies
Type
article
Field-Weighted Citation Impact
0.00
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article

Integrating ideals and urban datasets for sustainable city monitoring

Arnout Sabbe, Eveline S. Van Leeuwen, Fabio Tejedor, Lieke Dreijerink
Scientific Reports
Smart Cities and Technologies
article

Integrating ideals and urban datasets for sustainable city monitoring

Arnout Sabbe, Eveline S. Van Leeuwen, Fabio Tejedor, Lieke Dreijerink
article en

Abstract

This study highlights the potential of connecting ideals and semantic web technology to overcome challenges in urban sustainability monitoring. City governments generally employ abstract concepts to communicate sustainability goals. Moreover, siloed monitoring systems are often used to track a multitude of metrics and indicators. However, the absence of an overarching strategy in cities’ monitoring frameworks and the incompatibility between various datasets and indicators can result in fragmented approaches. By using “Ideals”, actors can collaborate to achieve important objectives and share a unified understanding of the concepts employed. The authors propose the use of ideals to bridge different disciplines and achieve comprehensive insights through indicator-based monitoring systems. The City of Amsterdam is used as an exploratory case study to demonstrate how a domain ontology that combines the examination of coalition agreements, urban datasets, and monitoring systems can provide insights into how a city operationalizes and monitors its own interpretation of sustainable development.

Scientific Reports
The Health Council of the Netherlands (NL), Amsterdam Institute for Advanced Metropolitan Solutions (NL), Wageningen University & Research (NL), Delft University of Technology (NL)
Openalex Percentile: Top 13%
Smart Cities and Technologies
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Integrating ideals and urban datasets for sustainable city monitoring — Arnout Sabbe, Eveline S. Van Leeuwen, et al. · Scientific Reports (2026) | TGRS Research Map | TGRS