# Will Hobbs: Data-driven polar research: M/L activities at the Australian Antarctic Program Partnership

**URL:** <https://forum.access-hive.org.au/t/will-hobbs-data-driven-polar-research-m-l-activities-at-the-australian-antarctic-program-partnership/6668>\
**Category:** Atmosphere/ML Workshop 2026 Lightning Talks\
**Created:** [20 July 2026 12:01 UTC](https://forum.access-hive.org.au/t/will-hobbs-data-driven-polar-research-m-l-activities-at-the-australian-antarctic-program-partnership/6668 "2026-07-20T12:01:53Z")\
**Posts on this page:** 1\
**Page:** 1

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**Author:** ![lachlanswhyborn](https://sea2.discourse-cdn.com/flex020/user_avatar/forum.access-hive.org.au/lachlanswhyborn/32/1837_2.png) [@lachlanswhyborn](https://forum.access-hive.org.au/u/lachlanswhyborn)\
**Post date:** [20 July 2026 12:01 UTC](https://forum.access-hive.org.au/t/will-hobbs-data-driven-polar-research-m-l-activities-at-the-australian-antarctic-program-partnership/6668/1 "2026-07-20T12:01:53Z")

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Will Hobbs: Data-driven polar research: M/L activities at the Australian Antarctic Program Partnership

The Australian Antarctic Program Partnership is a 10-year funded research program tasked with understanding the Antarctic and Southern Ocean’s role in the global climate and ecosystem. Its research projects cover atmosphere, ocean cryosphere and ecosystems/BGC, and our research practice includes data from field campaigns, model simulations, satellites and autonomous platforms.  
In this presentation I will give an overview of AAPPs current and planned M/L activities, which span from reconstructing past climate, reducing bias in reanalysis products, and improved projections of future Antarctic climate.