The benefits of ensemble prediction for forecasting an extreme event: the Queensland floods of February 2019

Article


Hawcroft, Matt, Lavender, Sally, Copsey, Dan, Milton, Sean, Rodriguez, Jose, Tennant, Warren, Webster, Stuart and Cowan, Tim. 2021. "The benefits of ensemble prediction for forecasting an extreme event: the Queensland floods of February 2019." Monthly Weather Review. 149, pp. 2391-2408. https://doi.org/10.1175/MWR-D-20-0330.1
Article Title

The benefits of ensemble prediction for forecasting an extreme event: the Queensland floods of February 2019

ERA Journal ID1985
Article CategoryArticle
AuthorsHawcroft, Matt (Author), Lavender, Sally (Author), Copsey, Dan (Author), Milton, Sean (Author), Rodriguez, Jose (Author), Tennant, Warren (Author), Webster, Stuart (Author) and Cowan, Tim (Author)
Journal TitleMonthly Weather Review
Journal Citation149, pp. 2391-2408
Number of Pages18
Year2021
Place of PublicationUnited States
ISSN0027-0644
1520-0493
Digital Object Identifier (DOI)https://doi.org/10.1175/MWR-D-20-0330.1
Web Address (URL)https://journals.ametsoc.org/view/journals/mwre/aop/MWR-D-20-0330.1/MWR-D-20-0330.1.xml
Abstract

From late January to early February 2019, a quasi-stationary monsoon depression situated over northeast Australia caused devastating floods. During the first week of February, when the event had its greatest impact in northwest Queensland, record-breaking precipitation accumulations were observed in several locations, accompanied by strong winds, substantial cold maximum temperature anomalies and related wind chill. In spite of the extreme nature of the event, the monthly rainfall outlook for February issued by Australia’s Bureau of Meteorology on 31st January provided no indication of the event. In this study, we evaluate the dynamics of the event and assess how predictable it was across a suite of ensemble model forecasts using the UK Met Office numerical weather prediction (NWP) system, focussing on a one week lead time. In doing so, we demonstrate the skill of the NWP system in predicting the possibility of such an extreme event occurring. We further evaluate the benefits derived from running the ensemble prediction system at higher resolution than used operationally at the Met Office and with a fully coupled dynamical ocean. We show that the primary forecast errors are generated locally, with key sources of these errors including atmosphere-ocean coupling and a known bias associated with the behaviour of the convection scheme around the coast. We note that a relatively low resolution ensemble approach requires limited computing resource, yet has the capacity in this event to provide useful information to decision makers with over aweek’s notice, beyond the duration of many operational deterministic forecasts.

KeywordsToowoomba floods; Toowoomba; flooding; prediction; forecasting; Australia; ensembles; forecasting techniques; numerical weather prediction/forecasting
ANZSRC Field of Research 2020370108. Meteorology
370105. Atmospheric dynamics
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Byline AffiliationsCentre for Applied Climate Sciences
Met Office, United Kingdom
University of Southern Queensland
Institution of OriginUniversity of Southern Queensland
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Shi, Sue, Ribbe, Joachim, Cowan, Tim and Cai, Wenju. 2007. "A dataset of the wind-driven global ocean circulation for climate research." 14th National Conference of the Australian Meteorological and Oceanographic Society. Adelaide, Australia 05 - 08 Feb 2007 Adelaide, Australia.
A dataset of the wind-driven global ocean circulation for climate research
Shi, Sue, Ribbe, Joachim, Cowan, Tim and Cai, Wenju. 2007. A dataset of the wind-driven global ocean circulation for climate research. Toowoomba, Australia. Joachim Ribbe.