Assessing a decision-support tool to estimate the cooling potential and economic savings from urban vegetation in Singapore

• The InVEST Urban Cooling model accurately estimated urban temperatures in a tropical city. • Model parameters were calibrated using observed temperature data. • Urban cooling from vegetation has economic benefits through reduced energy use. • We estimated $47.14 million SGD annual savings in public residential buildings. • With minimal data requirements, the model can be applied to other tropical cities. To mitigate the growing threat of urban heat, cities are implementing greening strategies such as tree planting or the development of parks. Effectively integrating these solutions into planning requires quantitative information on the cooling effect of urban vegetation. Here we examined the performance of an open-source decision-support tool, the Integrated Valuation of Ecosystem Services and Tradeoffs Urban Cooling model, to estimate the cooling effect and economic benefits from urban vegetation in a tropical city context, using Singapore as an exemplar case study. Using observed temperature data, we calibrated the model to estimate the spatial distribution of annual average day- and night-time temperature at 10 m spatial resolution and validated the results using leave-one-out cross validation. The calibrated models performed well to estimate annual average daily mean and maximum (day), and minimum (night) temperatures (R 2 of 0.78, 0.65, and 0.52, respectively). We estimated that urban cooling in Singapore provides economic savings of $47.14 million SGD annually from reduced energy consumption in public residential buildings, based on the relationship between energy consumption and mean temperature. Our results give confidence in the model as a decision-support tool to estimate urban heat island effects and evaluate heat mitigation strategies in tropical cities.

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Publication Details

Journal
Sustainable Cities and Society
Published
2025-03-29
DOI
https://doi.org/10.1016/j.scs.2025.106337
Citations
6
Primary Topic
Urban Heat Island Mitigation
Type
article
Field-Weighted Citation Impact
4.79
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article

Assessing a decision-support tool to estimate the cooling potential and economic savings from urban vegetation in Singapore

Tiangang Yin, Perrine Hamel, Mahyar Masoudi, Yuan Wang et al.
6 citations
Sustainable Cities and Society
Urban Heat Island Mitigation
4.79
article

Assessing a decision-support tool to estimate the cooling potential and economic savings from urban vegetation in Singapore

Tiangang Yin, Perrine Hamel, Mahyar Masoudi, Yuan Wang, Emma E. Ramsay, Min Wei CHAI
article en
6 citations

Abstract

• The InVEST Urban Cooling model accurately estimated urban temperatures in a tropical city. • Model parameters were calibrated using observed temperature data. • Urban cooling from vegetation has economic benefits through reduced energy use. • We estimated $47.14 million SGD annual savings in public residential buildings. • With minimal data requirements, the model can be applied to other tropical cities. To mitigate the growing threat of urban heat, cities are implementing greening strategies such as tree planting or the development of parks. Effectively integrating these solutions into planning requires quantitative information on the cooling effect of urban vegetation. Here we examined the performance of an open-source decision-support tool, the Integrated Valuation of Ecosystem Services and Tradeoffs Urban Cooling model, to estimate the cooling effect and economic benefits from urban vegetation in a tropical city context, using Singapore as an exemplar case study. Using observed temperature data, we calibrated the model to estimate the spatial distribution of annual average day- and night-time temperature at 10 m spatial resolution and validated the results using leave-one-out cross validation. The calibrated models performed well to estimate annual average daily mean and maximum (day), and minimum (night) temperatures (R 2 of 0.78, 0.65, and 0.52, respectively). We estimated that urban cooling in Singapore provides economic savings of $47.14 million SGD annually from reduced energy consumption in public residential buildings, based on the relationship between energy consumption and mean temperature. Our results give confidence in the model as a decision-support tool to estimate urban heat island effects and evaluate heat mitigation strategies in tropical cities.

Sustainable Cities and SocietyVol. 125
Memorial University of Newfoundland (CA), Hong Kong Polytechnic University (HK), Nanyang Technological University (SG), Earth Observatory of Singapore (SG)
Sustainable cities and communities
Openalex Percentile: Top 6%
Urban Heat Island Mitigation
4.79
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