MLWorkflowInterface
This project develops a Jupyter/Dashboard-based user interface for the DE_370C_FZJ - Destination Earth Use Case – Air Quality.
The air quality use case of DestinE DE_370C comprises three model strategies, namely field forecasts with EURAD-IM, point forecasts with MLAir, and emission scenario calculations with EURAD-IM as well as the generation of evaluation plots. The user interface runs on a virtual machine in the cloud and triggers the execution of jobs on an HPC system. It is based on Python dash and the UNICORE software.
Installation instructions
After successful cloning of this repository, install all requirements from requirements.txt
preferably in a virtual environment. You can use
pip install -r requirements.txt
to install all requirements at once.
Deploy with your favourite web server (for nginx
start app:server
with gunicorn
-workers).
Authors
Sabine Schröder (s.schroeder_at_fz-juelich.de), Carl Burkert, Roman Romany, Max Lensing, Niklas Selke, Mohammed Elshambakey, Martin Schultz Jülich Supercomputing Centre (JSC) Forschungszentrum Jülich Wilhelm-Johnen-Str 52425 Jülich Germany
Acknowledgment
We are pleased to acknowledge the valuable contributions and partnership of the two core user groups who have collaborated in the co-design process of our new Graphical User Interface (GUI):
The North Rhine-Westphalia Office of Nature, Environment and Consumer Protection (LANUV)
The German Environment Agency (UBA)
Their active engagement and insightful feedback have been instrumental in shaping a design solution that addresses their needs.
License
This project is licensed under the open source MIT license. See LICENSE file.