This is the Linux app named NVIDIA Earth2Studio whose latest release can be downloaded as earth2studio-0.13.0.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.
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SCREENSHOTS:
NVIDIA Earth2Studio
DESCRIPTION:
NVIDIA Earth2Studio is an open-source Python package and framework designed to accelerate the development and deployment of AI-driven weather and climate science workflows. It provides a unified API that lets researchers, data scientists, and engineers build complex forecasting and analysis pipelines by combining modular prognostic and diagnostic AI models with a diverse range of real-world data sources such as global forecast systems, reanalysis datasets, and satellite feeds. The toolkit makes it easy to run deterministic and ensemble forecasts, swap models interchangeably, and process large geophysical datasets with Xarray structures, enabling experimentation with state-of-the-art deep learning models for climate and atmospheric prediction. Users can extend Earth2Studio with optional model packs, advanced data interfaces, statistical operators, and backend integrations that support flexible workflows from simple tests to large-scale operational inference.
Features
- Modular Python framework for AI weather and climate pipelines
- Support for multiple prognostic and diagnostic models
- Integration with diverse atmospheric and reanalysis data sources
- Unified workflows for deterministic and ensemble inference
- Pluggable backend IO and statistical utilities
- Extensible API for custom forecasting and analysis tasks
Programming Language
Python
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/nvidia-earth2studio.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.