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add ARC Club slides
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<style scoped>section {background: none; background-color: white;}</style>

<br>

November 15<sup>th</sup>, 2023
Dominik Brilhaus, CEPLAS Data Science

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# Let's draw a typical lab workflow from your lab :pencil:
# Let's draw a typical lab workflow from your lab :pencil: <!-- fit -->

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# Resources

### <img align="left" style="height:35px" src='https://raw.githubusercontent.com/nfdi4plants/Branding/7e7d442aafeaa767b9c14a63a16e459dadcbdaaf/logos/DataPLANT/DataPLANT_logo_minimal_rounded_bg_darkblue.svg'/> DataPLANT (nfdi4plants)

Website: <a href="https://nfdi4plants.org/" target="_blank">https://nfdi4plants.org/</a>
Knowledge Base: <a href="https://nfdi4plants.org/nfdi4plants.knowledgebase/" target="_blank">https://nfdi4plants.org/nfdi4plants.knowledgebase/</a>
DataHUB: <a href="https://git.nfdi4plants.org" target="_blank">https://git.nfdi4plants.org</a>


GitHub: <a href="https://github.com/nfdi4plants" target="_blank">https://github.com/nfdi4plants</a>
HelpDesk: <a href="https://helpdesk.nfdi4plants.org" target="_blank">https://helpdesk.nfdi4plants.org</a>

:bulb: You can help us by raising issues, bugs, ideas...

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---
marp: true
paginate: true
theme: marp-theme_dataplant-ceplas-ccby
license: '[CC-BY 4.0](https://creativecommons.org/licenses/by/4.0/)'
title: ARC Ecosystem Demo
date: 2023-11-14
author:
- name: Dominik Brilhaus
github: https://github.com/brilator
orcid: https://orcid.org/0000-0001-9021-3197
---

<style>

figcaption {
font-size: 10px;
font-style: italic;
}

.reference-bgright {
font-size:15px;
line-height: 1.2em;
position: fixed;
right: 0px;
bottom: 0px;
transform: translate(-50%, -50%);
margin: 0 auto;
}

</style>

# The ARC ecosystem

<!-- _color: white; -->
<!-- _paginate: false -->

<style scoped>section {background: none; background-color: white;}</style>

### *A FAIR RDM journey along a (mutable) data life cycle*

<br>

![bg fit](./../../../img/background_title_ceplas.drawio.svg)

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# Data Stewardship between DataPLANT and the community <!-- fit -->

![w:880](././../../../img/DataPLANT-collaborationCEPLAS.drawio.png)

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# The research data life cycle

<br>

![w:350](./../../../img/RDMkit-data_life_cycle_9.svg)

<span class="footer-reference">https://rdmkit.elixir-europe.org, [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/)</span>

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# Annotated Research Context (ARC)

![width:950](./../../../img/ARC_DataCentricIntegration_img1.png)

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# What does an ARC look like?

![width:950](./../../../img/ARC_fillWithData_seq1.png)

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# ARCs store experimental data

![width:950](./../../../img/ARC_fillWithData_seq3.png)

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# Computations can be run inside ARCs

![width:950](./../../../img/ARC_fillWithData_seq5.png)

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# ARCs come with comprehensive metadata

![width:950](./../../../img/ARC_fillWithData_seq6.png)

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# ARC builds on standards

![w:880](./../../../img/ARC_BuildsOnStandards2.png)

<span class="footer-reference">https://isa-tools.org/ | https://www.commonwl.org/
https://www.researchobject.org/ro-crate/ | https://git-scm.com</span>

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<!-- _paginate: false -->

<style scoped>section {background: none; background-color: white;}</style>

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# Collect <img align="left" class="center" style="height:75px" src='./../../../img/Screenshot-RDMkit-02-collect.png'/>

![width:800](./../../../img/ARC_fillWithData_experimental.png)

<!--
- create study folder
- take a picture (add more demo pictures)
- create assay folder
- add fastq data
-->

---

# Process (e.g. annotate) <img align="left" class="center" style="height:75px" src='./../../../img/Screenshot-RDMkit-03-process.png'/>

<style scoped>

section p img {
width: 900px;
height: 400px;
object-fit: cover;
object-position: 50% 60%;
/* display: block; */;
}
</style>

![](./../../../img/Swate_metadataTemplates.png)

<!--
- annotate plant samples
- annotate rnaseq extraction -->

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# Analyse <img align="left" class="center" style="height:75px" src='./../../../img/Screenshot-RDMkit-04-analyse.png'/>

<!--
- run fastqc
- receive back results
-->

![w:800](./../../../img/tpj16474-fig-0005-m.jpg)

<span class="footer-reference"> Weil, H.L., Schneider, K., et al. (2023), PLANTdataHUB: a collaborative platform for continuous FAIR data sharing in plant research. Plant J. https://doi.org/10.1111/tpj.16474 </span>

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# Preserve <img align="left" class="center" style="height:75px" src='./../../../img/Screenshot-RDMkit-05-preserve.png'/>

<!--
1. Validation: CQC on each DataHUB commit
2. Publication: DOI
-->

![h:400](./../../../img/tpj16474-fig-0008-m-modified.png)

<span class="footer-reference"> adapted from Weil, H.L., Schneider, K., et al. (2023), PLANTdataHUB: a collaborative platform for continuous FAIR data sharing in plant research. Plant J. https://doi.org/10.1111/tpj.16474 </span>

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# Preserve and publish <img align="left" class="center" style="height:75px" src='./../../../img/Screenshot-RDMkit-05-preserve.png'/>

<!--
1. Validation: CQC on each DataHUB commit
2. Publication: DOI
-->

![h:400](././../../../img/tpj16474-fig-0008-m.jpg)

<span class="footer-reference"> Weil, H.L., Schneider, K., et al. (2023), PLANTdataHUB: a collaborative platform for continuous FAIR data sharing in plant research. Plant J. https://doi.org/10.1111/tpj.16474 </span>

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# Share and collaborate <img align="left" class="center" style="height:75px" src='./../../../img/Screenshot-RDMkit-06-share.png'/>

![w:700](./../../../img/ARC_DataSharing_Experts02_img1.png)

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# Reuse <img align="left" class="center" style="height:75px" src='./../../../img/Screenshot-RDMkit-07-reuse.png'/>

![w:800](./../../../img/tpj16474-fig-0001-m.jpg)

<!--
- via ARC https://arcregistry.nfdi4plants.org/arcsearch
- via ISA https://arcregistry.nfdi4plants.org/isasearch
-->

<span class="footer-reference"> Weil, H.L., Schneider, K., et al. (2023), PLANTdataHUB: a collaborative platform for continuous FAIR data sharing in plant research. Plant J. https://doi.org/10.1111/tpj.16474 </span>

---

# **Mutable** data life cycle

![w:700](./../../../img/tpj16474-fig-0006-m.jpg)

<!--
- Invite other (demo) account
- add notes from there
-->

<span class="footer-reference"> Weil, H.L., Schneider, K., et al. (2023), PLANTdataHUB: a collaborative platform for continuous FAIR data sharing in plant research. Plant J. https://doi.org/10.1111/tpj.16474 </span>

---

# Plan &ndash; ARC scale <img align="left" class="center" style="height:75px" src='./../../../img/Screenshot-RDMkit-01-plan.png'/>

![w:800](./../../../img/tpj16474-fig-0007-m.jpg)

<span class="footer-reference"> Weil, H.L., Schneider, K., et al. (2023), PLANTdataHUB: a collaborative platform for continuous FAIR data sharing in plant research. Plant J. https://doi.org/10.1111/tpj.16474 </span>

<!--
- **ARCitect**: Create empty ARC
- description
- author
- first name
- last name
- email
- **ARCitect**: Upload ARC to DataHUB
- **DataHUB**
- Discuss, collect meeting minutes in Wiki
- design / plant investigation (datahub wiki, issues)
-->

---

# Plan &ndash; proposal scale <img align="left" class="center" style="height:75px" src='./../../../img/Screenshot-RDMkit-01-plan.png'/>

<span class="footer-reference">**Zhou *et al.* (2023)**, DataPLAN: a web-based data management plan generator for the plant sciences, bioRxiv 2023.07.07.548147; doi: https://doi.org/10.1101/2023.07.07.548147 </span>

https://dmpg.nfdi4plants.org

![w:800](././../../../img/zhou2023-dataplan.png)

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# The ARC ecosystem

![w:850](./../../../img/ARC-ecosystem-07.drawio.png)

---

# The ARC ecosystem

![w:850](./../../../img/ARC-ecosystem-09.drawio.png)

---

# The ARC ecosystem

![w:850](./../../../img/ARC-ecosystem-10.drawio.png)

---

---

# Contributors

Slides presented here include contributions by

- name: Dominik Brilhaus
github: https://github.com/brilator
orcid: https://orcid.org/0000-0001-9021-3197
- name: Cristina Martins Rodrigues
github: https://github.com/CMR248
orcid: https://orcid.org/0000-0002-4849-1537
- name: Martin Kuhl
github: https://github.com/Martin-Kuhl
orcid: https://orcid.org/0000-0002-8493-1077

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