Events
Demos & Webinars
Thursday, June 18 10:00-10:45 AM EST
The Full Ensemble, No Ingestion Required
NOAA, ECMWF, NASA, and ECCC forecast data, delivered cloud-ready by Dynamical.org and the Subseasonal Consortium via the Earthmover Data Marketplace
Join Earthmover CEO Dr. Ryan Abernathey for a free live webinar with CEO Marshall Moutenot of Dynamical.org and Dr. Kathy Pegion of the University of Oklahoma and the Subseasonal Consortium. These presenters will share exciting new analysis-ready weather and climate forecasts now available via the Earthmover Data Marketplace.
Register here: https://m.earthmover.io/full-ensemble-no-ingestion-required.
Wednesday, July 8 2026 at the AWS London Offices
Machine Learning for Weather Forecasting
With Earthmover CEO Dr. Ryan Abernathey, The Alan Turing Institute, JBA Risk Assessment, Open Climate Fix, AWS & NVIDIA
Register Here (Limited Capacity): https://aws-experience.com/emea/smb/e/ef10e/machine-learning-for-weather-forecasting
Join a select group of practitioners from energy trading, renewables, financial services, insurance, and weather technology for an afternoon of customer-led talks on building and deploying ML-based weather models in production.
Each session features a practitioner sharing their use case, technical approach, and lessons learned in a 20–30 minute talk. Presentations focus on practical insight that resonates with peers — from data pipelines and model training to real-time inference and operational decision-making.
Learn how organisations across the weather value chain are tackling the challenges of operationalising ML weather forecasts at scale, and speak to AWS experts about your specific use case throughout the afternoon.
Through real-world examples, you’ll hear about:
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Operational ML weather prediction at global and regional scale
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ML forecasting pipelines for energy and commodity trading
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Climate risk modelling and probabilistic weather for insurance
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Scaling weather data platforms and inference infrastructure on AWS
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GPU-accelerated weather prediction with NVIDIA Earth-2
Who should attend: Data scientists, ML engineers, energy traders/analysts, climate risk professionals, weather technology engineers, and engineering leaders evaluating cloud infrastructure for weather workloads.
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Conferences & Meetings
Earthmover at SciPy 2026
Request an in person demo / meeting with Earthmover
July 13-16 2026 at The University of Minnesota, Minneapolis, Minnesota
Tutorial: Everything is an Xarray Dataset with Dr. Ian Hunt-Isaak, Nick Hodgskin, Eniola Awowale
Xarray provides data structures for multi-dimensional labeled arrays and a toolkit for scalable data analysis on large, complex datasets. Many real-world datasets fit this structure. However, a common roadblock for users is knowing how to load the data in Xarray and then how to best use Xarray’s tools to represent the structure of the data. In this hands-on tutorial we will showcase how to work with Xarray, various ways to get real-world data into Xarray (with examples from geosciences and biology) and finally how to easily make complex selections on data using community developed custom indexes.
Talk: Xarray Data Structures in Biology: Examples and Best Practices
In the past year Xarray has seen increased usage across various sub-fields of biology, revealing interesting challenges. It can be difficult to determine the best way to represent a data structure (e.g. anndata, NGFF-Zarr) as an Xarray object. Furthermore, some use cases such as whole brain imaging require the use of lesser known Xarray features such as custom indexes.
In this talk I will showcase examples of how to encode common biological data structures as Xarray objects. Finally, I will demonstrate how the custom index infrastructure has expanded what types of data can be usefully encoded in Xarray.
Earthmover at ESIP 2026: Bridging Divides: Data, Technology, Community
Request an in person demo / meeting with Earthmover
July 28-31 2026 in Austin, Texas
Earthmover at CNG (Cloud Native Geospatial Forum) 2026
Request an in person demo / meeting with CTO Joe Hamman
October 6-9 2026 in Snowbird, Utah
Earthmover at AMS 2027
January 10-14 in Denver, Colorado