Articles | Volume 17, issue 4
https://doi.org/10.5194/essd-17-1693-2025
https://doi.org/10.5194/essd-17-1693-2025
Data description paper
 | 
25 Apr 2025
Data description paper |  | 25 Apr 2025

Gap-filled sub-surface mooring dataset off Western Australia during 2010–2023

Toan Bui, Ming Feng, and Christopher C. Chapman

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Cited articles

Bailey, K., Steinberg, C., Davies, C., Galibert, G., Hidas, M., McManus, M. A., Murphy, T., Newton, J., Roughan, M., and Schaeffer, A.: Coastal mooring observing networks and their data products: recommendations for the next decade, Front. Mar. Sci., 6, 180, https://doi.org/10.3389/fmars.2019.00180, 2019. 
Beggs, H., Zhong, A., Warren, G., Alves, O., Brassington, G., and Pugh, T.: RAMSSA – An operational, high-resolution, regional Australian multi-sensor sea surface temperature analysis over the Australian region, Aust. Meteorol. Ocean., 61, https://doi.org/10.22499/2.6101.001, 2011. 
Benthuysen, J., Feng, M., and Zhong, L.: Spatial patterns of warming off Western Australia during the 2011 Ningaloo Niño: Quantifying impacts of remote and local forcing, Cont. Shelf Res., 91, 232–246, https://doi.org/10.1016/j.csr.2014.09.014, 2014. 
Bui, T. and Feng, M.: Gap-filled, gridded subsurface physical oceanography time series dataset derived from selected mooring measurements off the Western Australia coast during 2009–2023, CSIRO Data Access Portal [data set], https://doi.org/10.25919/myac-yx60, 2024. 
Bui, T., Feng, M., and Snell, M.: An updated dataset for “A long-term, gridded, subsurface physical oceanography dataset and average annual cycles derived from in situ measurements off the Western Australia coast during 2009–2020”, CSIRO Data Access Portal [data set], https://doi.org/10.25919/9gb1-ne81, 2023. 
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Short summary
Moored time series data are crucial for detecting changes in the ocean. However, mooring losses or instrument failures often result in data gaps. A gap-filled time series dataset of a shelf mooring array off the Western Australian coast is created using a machine learning tool to fill the data gaps. The gap-filled data show consistency with observations and can be used to characterize marine heat waves and cold spells influenced by ocean boundary currents.
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