Optimizing a Sensor Network's Granularity to Mitigate Urban Heat Island Effect at 2032 Brisbane Olympics

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dc.contributor.authorSchoe, Celine
dc.contributor.authorTuczek, Matthias
dc.contributor.authorDegirmenci, Kenan
dc.contributor.authorBreitner, Michael H.
dc.date.accessioned2024-12-26T21:05:11Z
dc.date.available2024-12-26T21:05:11Z
dc.date.issued2025-01-07
dc.description.abstractIn anticipation of the 2032 climate-positive Olympic Games in Brisbane, we address the Urban Heat Island (UHI) effect optimizing the granularity of a sensor network in the Northshore Hamilton Priority Development Area (PDA), i.e., the location of the Athletes' Village, for efficient environmental monitoring and the provision of a Green Information System (IS). We use spatio-temporal sensor data and leverage advanced interpolation techniques to optimize both temporal and spatial granularity settings. Results and findings from our granularity analysis reveal an optimal temporal granularity at one-hour intervals, providing the optimal trade-off balance between computational efficiency and sufficient detail for urban planning. Finer temporal resolutions do not significantly enhance prediction accuracy. Spatial analysis further helps decision makers to balance trade-offs between economic costs and prediction accuracy, eliminating unnecessary sensors in the network.
dc.format.extent10
dc.identifier.doi10.24251/HICSS.2025.116
dc.identifier.isbn978-0-9981331-8-8
dc.identifier.otheraae0f4f5-3fb7-4c08-a1ab-1fa48ed260d3
dc.identifier.urihttps://hdl.handle.net/10125/108954
dc.relation.ispartofProceedings of the 58th Hawaii International Conference on System Sciences
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 International
dc.rights.urihttps://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subjectAnalytics and Intelligent Decision Support for Green IS and Sustainability Applications
dc.subjectinformation granularity, olympic games, sensor network, spatio-temporal analysis, urban heat island effect
dc.titleOptimizing a Sensor Network's Granularity to Mitigate Urban Heat Island Effect at 2032 Brisbane Olympics
dc.typeConference Paper
dc.type.dcmiText
prism.startingpage976

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Analytics and Intelligent Decision Support for Green IS and Sustainability Applications