Regional significance of historical trends and step changes in Australian streamflow
<p>The Hydrologic Reference Stations is a network of 467 high-quality streamflow gauging stations across Australia that is developed and maintained by the Bureau of Meteorology as part of an ongoing responsibility under the Water Act 2007. The main objectives of the service are to observe and...
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| Format: | Article |
| Language: | English |
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Copernicus Publications
2023-01-01
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| Series: | Hydrology and Earth System Sciences |
| Online Access: | https://hess.copernicus.org/articles/27/229/2023/hess-27-229-2023.pdf |
| _version_ | 1797955845347082240 |
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| author | G. E. Amirthanathan M. A. Bari F. M. Woldemeskel N. K. Tuteja N. K. Tuteja P. M. Feikema |
| author_facet | G. E. Amirthanathan M. A. Bari F. M. Woldemeskel N. K. Tuteja N. K. Tuteja P. M. Feikema |
| author_sort | G. E. Amirthanathan |
| collection | DOAJ |
| description | <p>The Hydrologic Reference Stations is a network of 467 high-quality streamflow gauging stations across Australia that is developed and maintained by the Bureau of Meteorology as part of an ongoing responsibility under the Water Act 2007. The main objectives of the service are to observe and detect climate-driven changes in observed streamflow and to provide a quality-controlled dataset for research. We investigate trends and step changes in streamflow across Australia in data from all 467 streamflow gauging stations. Data from 30 to 69 years in duration ending in February 2019 were examined. We analysed data in terms of water-year totals and for the four seasons. The commencement of the water year varies across the country – mainly from February–March in the south to September–October in the north. We summarized our findings for each of the 12 drainage divisions defined by Australian Hydrological Geospatial Fabric (Geofabric) and for continental Australia as a whole. We used statistical tests to detect and analyse linear and step changes in seasonal and annual streamflow. Monotonic trends were detected using modified Mann–Kendall (MK) tests, including a variance correction approach (MK3), a block bootstrap approach (MK3bs) and a long-term persistence approach (MK4). A nonparametric Pettitt test was used for step-change detection and identification. The regional significance of these changes at the drainage division scale was analysed and synthesized using a Walker test. The Murray–Darling Basin, home to Australia's largest river system, showed statistically significant decreasing trends for the region with respect to the annual total and all four seasons. Drainage divisions in New South Wales, Victoria and Tasmania showed significant annual and seasonal decreasing trends. Similar results were found in south-western Western Australia, South Australia and north-eastern Queensland. There was no significant spatial pattern observed in central nor mid-west Western Australia, with one possible explanation for this being the sparse density of streamflow stations and/or the length of the datasets available. Only the Tanami–Timor Sea Coast drainage division in northern Australia showed increasing trends and step changes in annual and seasonal streamflow that were regionally significant. Most of the step changes occurred during 1970–1999. In the south-eastern part of Australia, the majority of the step changes occurred in the 1990s, before the onset of the “Millennium Drought”. Long-term monotonic trends in observed streamflow and its regional significance are consistent with observed changes in climate experienced across Australia. The findings of this study will assist water managers with long-term infrastructure planning and management of water resources under climate variability and change across Australia.</p> |
| first_indexed | 2024-04-10T23:39:30Z |
| format | Article |
| id | doaj.art-93dfd7cc8cfa4ae2bca57c9411b23e03 |
| institution | Directory Open Access Journal |
| issn | 1027-5606 1607-7938 |
| language | English |
| last_indexed | 2024-04-10T23:39:30Z |
| publishDate | 2023-01-01 |
| publisher | Copernicus Publications |
| record_format | Article |
| series | Hydrology and Earth System Sciences |
| spelling | doaj.art-93dfd7cc8cfa4ae2bca57c9411b23e032023-01-11T12:28:10ZengCopernicus PublicationsHydrology and Earth System Sciences1027-56061607-79382023-01-012722925410.5194/hess-27-229-2023Regional significance of historical trends and step changes in Australian streamflowG. E. Amirthanathan0M. A. Bari1F. M. Woldemeskel2N. K. Tuteja3N. K. Tuteja4P. M. Feikema5Community Services, Bureau of Meteorology, Melbourne, AustraliaScience and Innovation, Bureau of Meteorology, Perth, AustraliaCommunity Services, Bureau of Meteorology, Melbourne, AustraliaScience and Innovation, Bureau of Meteorology, Canberra, Australiacurrent address: Strategy and Performance, WaterNSW, Sydney, AustraliaCommunity Services, Bureau of Meteorology, Melbourne, Australia<p>The Hydrologic Reference Stations is a network of 467 high-quality streamflow gauging stations across Australia that is developed and maintained by the Bureau of Meteorology as part of an ongoing responsibility under the Water Act 2007. The main objectives of the service are to observe and detect climate-driven changes in observed streamflow and to provide a quality-controlled dataset for research. We investigate trends and step changes in streamflow across Australia in data from all 467 streamflow gauging stations. Data from 30 to 69 years in duration ending in February 2019 were examined. We analysed data in terms of water-year totals and for the four seasons. The commencement of the water year varies across the country – mainly from February–March in the south to September–October in the north. We summarized our findings for each of the 12 drainage divisions defined by Australian Hydrological Geospatial Fabric (Geofabric) and for continental Australia as a whole. We used statistical tests to detect and analyse linear and step changes in seasonal and annual streamflow. Monotonic trends were detected using modified Mann–Kendall (MK) tests, including a variance correction approach (MK3), a block bootstrap approach (MK3bs) and a long-term persistence approach (MK4). A nonparametric Pettitt test was used for step-change detection and identification. The regional significance of these changes at the drainage division scale was analysed and synthesized using a Walker test. The Murray–Darling Basin, home to Australia's largest river system, showed statistically significant decreasing trends for the region with respect to the annual total and all four seasons. Drainage divisions in New South Wales, Victoria and Tasmania showed significant annual and seasonal decreasing trends. Similar results were found in south-western Western Australia, South Australia and north-eastern Queensland. There was no significant spatial pattern observed in central nor mid-west Western Australia, with one possible explanation for this being the sparse density of streamflow stations and/or the length of the datasets available. Only the Tanami–Timor Sea Coast drainage division in northern Australia showed increasing trends and step changes in annual and seasonal streamflow that were regionally significant. Most of the step changes occurred during 1970–1999. In the south-eastern part of Australia, the majority of the step changes occurred in the 1990s, before the onset of the “Millennium Drought”. Long-term monotonic trends in observed streamflow and its regional significance are consistent with observed changes in climate experienced across Australia. The findings of this study will assist water managers with long-term infrastructure planning and management of water resources under climate variability and change across Australia.</p>https://hess.copernicus.org/articles/27/229/2023/hess-27-229-2023.pdf |
| spellingShingle | G. E. Amirthanathan M. A. Bari F. M. Woldemeskel N. K. Tuteja N. K. Tuteja P. M. Feikema Regional significance of historical trends and step changes in Australian streamflow Hydrology and Earth System Sciences |
| title | Regional significance of historical trends and step changes in Australian streamflow |
| title_full | Regional significance of historical trends and step changes in Australian streamflow |
| title_fullStr | Regional significance of historical trends and step changes in Australian streamflow |
| title_full_unstemmed | Regional significance of historical trends and step changes in Australian streamflow |
| title_short | Regional significance of historical trends and step changes in Australian streamflow |
| title_sort | regional significance of historical trends and step changes in australian streamflow |
| url | https://hess.copernicus.org/articles/27/229/2023/hess-27-229-2023.pdf |
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