Trends in the seasonal cycle of modelled streamflow across Australia, 1980-2018
March 1, 2023 - Coleman, Rachel Lauren; Jain, Shaleen
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EmailJournal or Book Title: JOURNAL OF WATER AND CLIMATE CHANGE
Abstract: Australian seasonal streamflow cycles represent diverse weather, climate variations, and distinctive influences from coupled ocean-atmospheric phenomena, including monsoons, frontal systems, and the El Nino-Southern Oscillation. Streamflow strongly modulates the health of ecosystems and is inextricably linked to communities through consumptive use and cultural and spiritual practices. To better understand the potential impacts of a changing climate, a comprehensive trend analysis of streamflow variability resolved at daily scales is pursued for 35 rivers across Australia using a serially complete modelled streamflow dataset (1979-2018) from the GloFAS-ERA5 operational global river discharge reanalysis. The analysis consisted of quantile regression to identify the direction and significance of trends in low, median, and high flows, K-means clustering to identify the grouping of data with similar features, and Poisson regressions to identify rainfall changes during low and high rainfall seasons. Results present comprehensive decreases at low, median, and high flows in southern continental river streamflow. Northern continental streamflows display increases and decrease throughout the year across flows, with increases being more prevalent. Trends within the upper and lower portions of the flow distributions reveal unique sub-seasonal time windows in the extremes, thus underscoring that trends across the full distribution of streamflow are necessary to understand vulnerability to human and environmental systems.
Type of Publication: Article
