CSIRO PUBLISHING Journal of Southern Hemisphere Earth Systems Science, 2021, 71, 92–109 https://doi.org/10.1071/ES20003 Redefining southern Australia’s climatic regions and seasons Sonya Fiddes A,B,D, Acacia Pepler A, Kate Saunders C and Pandora Hope A ABureau of Meteorology, Melbourne, Australia. BPresent Address. Australian Antarctic Program Partnership, Institute of Marine and Antarctic Studies, University of Tasmania, Hobart, Australia. CDelft Institute of Applied Mathematics, Delft University of Technology, Delft, Netherlands. DCorresponding author. Email:
[email protected] Abstract. Climate scientists routinely rely on averaging over time or space to simplify complex information and to concisely communicate findings. Currently, no consistent definitions of ‘warm’ or ‘cool’ seasons for southern Australia exist, making comparisons across studies difficult. Similarly, numerous climate studies in Australia use either arbitrarily defined areas or the Natural Resource Management (NRM) clusters to perform spatial averaging. While the NRM regions were informed by temperature and rainfall information, they remain somewhat arbitrary. Here we use weather type influence on rainfall and clustering methods to quantitatively define climatic regions and seasons over southern Australia. Three methods are explored: k-means clustering and two agglomerative clustering methods, Ward linkage and average linkage. K-means was found to be preferred in temporal clustering, while the average linkage method was preferred for spatial clustering. For southern Australia as a whole, we define the cool season as April–September and warm season as October–March, though we note that a three-season split may provide more nuanced climate analysis. We also show that different regions across southern Australia experience different seasons and demonstrate the changing spatial influence of weather types with the seasons, which may aid regionally or seasonally specific climate analysis.