Merge pull request #281 from kinow/add-autosubmit

Add Autosubmit use case with climate workflows and HPC using RO-Crate.

docs/in-use/autosubmit.md

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+---
+title: Autosubmit
+parent: RO-Crate In Use
+---
+<!--
+   Copyright 2023-2024 RO-Crate contributors
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+   Licensed under the Apache License, Version 2.0 (the "License");
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+       http://www.apache.org/licenses/LICENSE-2.0
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+
+## Autosubmit
+
+[Autosubmit](https://autosubmit.readthedocs.io/en/master/) is an
+experiment and workflow manager that is able to produce Workflow
+Run RO-Crate files. Before Autosubmit adopted RO-Crate, the
+provenance of workflow runs was available but was it was not
+standardized, consisting of configuration and trace files
+compressed into a single archive file.
+
+Now, Autosubmit produces a ZIP file with the same content as before,
+but it also includes the top level RO-Crate JSON-LD file. In this file
+users can find data annotated with persistent identifiers (PID),
+and following a pre-defined schema, which makes it not only human-
+but also machine-actionable.
+
+The most common use cases for Autosubmit are climate and weather
+workflows executed in HPC environments, like
+[BSC's MareNostrum](https://www.bsc.es/marenostrum/marenostrum).
+The execution logs include metrics from models, Slurm jobs, energy usage,
+dependency versions, and more. Now more accessible through RO-Crate.