The GeoGATE IO GitHub organization is dedicated to developing a state-of-art set of tools designed to handle the massive amount of data generated by fully coupled Earth system models. These novel toolset focuses on:

Co-processing: Enabling computations and analysis to happen concurrently with the model simulation, rather than post-processing it.

In situ visualization: Allowing for the real-time visualization/instrumentation of model outputs as they are being produced, providing immediate insights.

Bridging Earth System Models and cutting-edge AI/ML tools: Facilitating the application of advanced artificial intelligence and machine learning techniques to effectively analyze and extract valuable information from the immense Earth system data and provide interface to couple AI/ML models with prognostic Earth System Model components.

Essentially, GeoGate IO aims to provide researchers with the capabilities to efficiently process, interact, visualize, and learn from the vast and complex data produced by Earth System Models, pushing the boundaries of Earth science research.