Articles | Volume 29, issue 15
https://doi.org/10.5194/hess-29-3527-2025
https://doi.org/10.5194/hess-29-3527-2025
Research article
 | 
05 Aug 2025
Research article |  | 05 Aug 2025

Comparison of BARRA and ERA5 in replicating mean and extreme precipitation over Australia

Kevin K. W. Cheung, Fei Ji, Nidhi Nishant, Jin Teng, James Bennett, and De Li Liu

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Cited articles

Acharya, S. C., Nathan, R., Wang, Q. J., Su, C.-H., and Eizenberg, N.: An evaluation of daily precipitation from a regional atmospheric reanalysis over Australia, Hydrol. Earth Syst. Sci., 23, 3387–3403, https://doi.org/10.5194/hess-23-3387-2019, 2019. 
Acharya, S. C., Nathan, R., Wang, Q. J., Su, C.-H., and Eizenberg, N.: Ability of an Australian reanalysis dataset to characterise sub-daily precipitation, Hydrol. Earth Syst. Sci., 24, 2951–2962, https://doi.org/10.5194/hess-24-2951-2020, 2020. 
Betts, A. K., Chan, D. Z., and Desjardins, R. L.: Near-Surface Biases in ERA5 Over the Canadian Prairies, Front. Environ. Sci., 7, https://doi.org/10.3389/fenvs.2019.00129, 2019. 
Capecchi, V., Pasi, F., Gozzini, B., and Brandini, C.: A convection-permitting and limited-area model hindcast driven by ERA5 data: precipitation performances in Italy, Clim. Dynam., 61, 1411–1437, https://doi.org/10.1007/s00382-022-06633-2 , 2023. 
Cheung, K. K. W., Ji, F., Nishant, N., Herold, N., and Cook, K.: Evaluation of Convective Environments in the NARCliM Regional Climate Modeling System for Australia, Atmosphere, 14, 690, https://doi.org/10.3390/atmos14040690, 2023. 
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This study evaluates two reanalysis datasets, which are critical in climate, weather research, and water resources analysis, for the Australian region in terms of simulating daily mean precipitation and six other selected precipitation extremes. While spatial patterns of mean precipitation are well reproduced, substantial biases exist in precipitation variability, trends, and extremes. Caution in applying these datasets is thus advised in terms of the latter aspects.
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