This ECMWF-ESA Machine Learning Workshop aims to explore the fusion of traditional Earth System Observation and Prediction (ESOP) techniques with machine learning (ML) and deep learning (DL) methods.

It seeks to showcase the impact achieved through this fusion, while also addressing the remaining challenges that need further exploration. The presenters will show their contributions to this field and engage the attendees in discussions to provide a comprehensive understanding of the subject. The workshop strongly welcomes industry to demonstrate their commercial lenses for ML4ESOP applications.

This event will delve into the transformative role of ML in enhancing data analysis and predictive modelling within atmospheric sciences. Participants will engage with leading experts, partake in hands-on sessions, and explore cutting-edge innovations that are shaping the future of climate research and operational forecasting.

The Geoscience Australia Distinguished Lecture, “Putting the ‘Geo’ into Geospatial: Shaping the future of Positioning Australia,” will cover future direction of the program, reflecting on its past achievements and how it will meet future positioning demands.

As it moves beyond the establishment phase, the Positioning Australia program will strengthen its capability for continued future relevance. The program builds on opportunities arising from Australia’s geographic location, its technological capabilities, strong partnerships and internationally significant positioning infrastructure.

The adoption of PNT-based technologies is changing requirements for the systems delivering it. There is increasing awareness that society’s increasing reliance on modern technologies brings potential risks from vulnerabilities in PNT systems. This lecture will highlight how Positioning Australia will address these issues, including an often invisible risk: the reliance of PNT systems on a global geodesy supply chain that is increasing vulnerable.

Presented by Dr Martine Woolf, (Branch Head Positioning Australia), Ryan Ruddick (Director GNSS Informatics and infrastructure), Dr Anna Riddell (Director GNSS Analysis), Dr Lisa Hall (Director National Geodesy) and Phil Shears (Director PMO), the lecture will outline how Geoscience Australia aims to continue maximising return on Commonwealth investment in reliable positioning, modernising infrastructure, enhancing access and efficiency, and supporting national resilience and economic growth.

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