University of Tasmania
147547 - Quantifying spread in spatio-temporal changes of upper-ocean.pdf (5.57 MB)

Quantifying spread in spatiotemporal changes of upper-ocean heat content estimates: an internationally coordinated comparison

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journal contribution
posted on 2023-05-21, 03:47 authored by Abhishek Savita, Domingues, CM, Boyer, T, Gouretski, V, Ishii, M, Johnson, GC, Lyman, JM, Willis, JK, Marsland, SJ, William HobbsWilliam Hobbs, Church, JA, Monselesan, DP, Peter Dobrohotoff, Cowley, R, Wijffels, SE
The Earth system is accumulating energy due to human-induced activities. More than 90% of this energy has been stored in the ocean as heat since 1970, with ~64% of that in the upper 700 m. Differences in upper ocean heat content anomaly (OHCA) estimates, however, exist. Here, we use a dataset protocol for 1970–2008 – with six instrumental bias adjustments applied to expendable bathythermograph (XBT) data, and mapped by six research groups – to evaluate the spatio-temporal spread in upper OHCA estimates arising from two choices: firstly, those arising from instrumental bias adjustments; and secondly those arising from mathematical (i.e. mapping) techniques to interpolate and extrapolate data in space and time. We also examined the effect of a common ocean mask, which reveals that exclusion of shallow seas can reduce global OHCA estimates up to 13%. Spread due to mapping method is largest in the Indian Ocean and in the eddy-rich and frontal regions of all basins. Spread due to XBT bias adjustment is largest in the Pacific Ocean within 30°N–30°S. In both mapping and XBT cases, spread is higher for 1990–2004. Statistically different trends among mapping methods are not only found in the poorly-observed Southern Ocean but also on the well-observed Northwest Atlantic. Our results cannot determine the best mapping or bias adjustment schemes but they identify where important sensitivities exist, and thus where further understanding will help to refine OHCA estimates. These results highlight the need for further coordinated OHCA studies to evaluate the performance of existing mapping methods along with comprehensive assessment of uncertainty estimates.


Australian Research Council


Publication title

Journal of Climate








Institute for Marine and Antarctic Studies


Amer Meteorological Soc

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