# Urban Vulnerability Assessment of Sea Level Rise in Singapore through the World Avatar
## Appendix A
### SPARQL Queries
HDB Property Information. 2024. Available online: [[https://beta.data.gov.sg/collections/150/view](https://beta.data.gov.sg/collections/150/view)]([https://beta.data.gov.sg/collections/150/view](https://beta.data.gov.sg/collections/150/view)). (accessed on 1 July 2024). * _Intuit Fuzzy-Matcher_ (2024) Intuit Fuzzy-Matcher, 2024. Available online: [[https://github.com/intuit/fuzzy-matcher](https://github.com/intuit/fuzzy-matcher)]([https://github.com/intuit/fuzzy-matcher](https://github.com/intuit/fuzzy-matcher)) (accessed on 1 July 2024). * _Urban Redevelopment Authority (URA). Available online: [[https://www.ura.gov.sg/Corporate/Guidelines/Development-Control/gross-floor-area/GFA/Introduction](https://www.ura.gov.sg/Corporate/Guidelines/Development-Control/gross-floor-area/GFA/Introduction)]([https://www.ura.gov.sg/Corporate/Guidelines/Development-Control/gross-floor-area/GFA/Introduction](https://www.ura.gov.sg/Corporate/Guidelines/Development-Control/gross-floor-area/GFA/Introduction)) (accessed on 1 July 2024)._
* _Asia Infrastructure Solutions. Construction Cost Review_ 4Q2023. 2024. Available online: [[https://www.asiainfrasolutions.com/wp-content/uploads/2024/04/AIS-Construction-Cost-Review-4Q2023.pdf](https://www.asiainfrasolutions.com/wp-content/uploads/2024/04/AIS-Construction-Cost-Review-4Q2023.pdf)]([https://www.asiainfrasolutions.com/wp-content/uploads/2024/04/AIS-Construction-Cost-Review-4Q2023.pdf](https://www.asiainfrasolutions.com/wp-content/uploads/2024/04/AIS-Construction-Cost-Review-4Q2023.pdf)) (accessed on 1 July 2024). * _[PERSON] et al. (2022)_ [PERSON]; [PERSON] Flood risk in urban areas: Modelling, management and adaptation to climate change. A review. _Hydrology_**2022**, \(9\), 50. [CrossRef]
* _[PERSON] et al. (2016)_ [PERSON]; [PERSON] Integrating spatial planning and flood risk management: A new conceptual framework for the spatially integrated policy infrastructure. _Comput. Environ. Urban Syst._**2016**, _57_, 68-79. [CrossRef]
* _[PERSON] et al. (2024)_ [PERSON]; [PERSON]; [PERSON] Ontology of Units of Measure, 2024. Available online : [[https://github.com/[PERSON]/OM](https://github.com/[PERSON]/OM)]([https://github.com/[PERSON]/OM](https://github.com/[PERSON]/OM)) (accessed on 1 July 2024). * _[PERSON] et al. (2020)_ [PERSON]; [PERSON]; [PERSON] [PERSON]; [PERSON] [PERSON]; [PERSON] Leveraging Text-to-Text Pretrained Language Models for Question Answering in Chemistry. _ACS Omega_**2024**, \(9\), 13883-13896. [CrossRef] [PubMed]
* _[PERSON] et al. (2021)_ [PERSON]; [PERSON]; [PERSON]; [PERSON] [PERSON]; [PERSON] Question Answering System for Chemistry. _J. Chem. Inf. Model._**2021**, _61_, 3868-3880. [CrossRef]
* _[PERSON] et al. (2024)_ [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] [PERSON]; [PERSON] A derived information framework for a dynamic knowledge graph and its application to smart cities. _Future Gener. Comput. Syst._**2024**, _152_, 112-126. [CrossRef]
* _[PERSON] et al. (2022)_ [PERSON]; [PERSON]; [PERSON] Projecting 1 km-grid population distributions from 2020 to 2100 globally under shared socioeconomic pathways. _Sci. Data_**2022**, \(9\), 563. [CrossRef] [PubMed]

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