Chancellery Research - Research Publications

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Multi-objective optimization in real-time operation of rainwater harvesting systems

Zhen, Y ; Smith-Miles, K ; Fletcher, TD ; Burns, MJ ; Coleman, RA (ELSEVIER, 2023)
Empirical evidence of climate change and urbanization impacts on warming stream temperatures

Grey, V ; Smith-Miles, K ; Fletcher, TD ; Hatt, B ; Coleman, R (Elsevier, 2023-10)

Climate change and urbanization threaten streams and the biodiversity that rely upon them worldwide. Emissions of greenhouse gases are causing air and sea surface temperatures to increase, and even small areas of urbanization are degrading stream biodiversity, water quality and hydrology. However, empirical evidence of how increasing air temperatures and urbanization together affect stream temperatures over time and their relative influence on stream temperatures is limited. This study quantifies changes in stream temperatures in a region in South-East Australia with an urban-agricultural-forest landcover gradient and where increasing air temperatures have been observed. Using Random Forest models we identify air temperature and urbanization drive increasing stream temperatures and that their combined effects are larger than their individual effects occurring alone. Furthermore, we identify potential mitigation measures useful for waterway managers and policy makers. The results show that both local and global solutions are needed to reduce future increases to stream temperature.