diff --git a/CITATION.cff b/CITATION.cff
index 604bd47..2210b88 100644
--- a/CITATION.cff
+++ b/CITATION.cff
@@ -1,19 +1,57 @@
-cff-version: 1.2.0
-message: "If you use the GemGIS Data Repository, please cite it as below."
+cff-version: "1.2.0"
 authors:
+- family-names: Jüstel
+  given-names: Alexander
+  orcid: "https://orcid.org/0000-0003-0980-7479"
+- family-names: Varga
+  given-names: Miguel
+  name-particle: de la
+  orcid: "https://orcid.org/0000-0001-6941-2685"
+- family-names: Chudalla
+  given-names: Nils
+- family-names: Wagner
+  given-names: Jan David
+  orcid: "https://orcid.org/0009-0007-7673-8334"
+- family-names: Back
+  given-names: Stefan
+  orcid: "https://orcid.org/0000-0003-3134-3367"
+- family-names: Wellmann
+  given-names: Florian
+  orcid: "https://orcid.org/0000-0003-2552-1876"
+message: If you use this software, please cite our article in the
+  Journal of Open Source Software.
+preferred-citation:
+  authors:
   - family-names: Jüstel
     given-names: Alexander
-    orcid: 0000-0003-0980-7479
-  - family-names: de la Varga
+    orcid: "https://orcid.org/0000-0003-0980-7479"
+  - family-names: Varga
     given-names: Miguel
-    orcid: 0000-0001-6941-2685
+    name-particle: de la
+    orcid: "https://orcid.org/0000-0001-6941-2685"
   - family-names: Chudalla
     given-names: Nils
+  - family-names: Wagner
+    given-names: Jan David
+    orcid: "https://orcid.org/0009-0007-7673-8334"
   - family-names: Back
     given-names: Stefan
+    orcid: "https://orcid.org/0000-0003-3134-3367"
   - family-names: Wellmann
     given-names: Florian
-    orcid: 0000-0003-2552-1876
-title: cgre-aachen/gemgis_data: v0.0.x
-version: v0.0.x
-date-released: 2022-12-30
+    orcid: "https://orcid.org/0000-0003-2552-1876"
+  date-published: 2023-08-15
+  doi: 10.21105/jose.00185
+  issn: 2577-3569
+  issue: 66
+  journal: Journal of Open Source Education
+  publisher:
+    name: Open Journals
+  start: 185
+  title: From Maps to Models - Tutorials for structural geological
+    modeling using GemPy and GemGIS
+  type: article
+  url: "https://jose.theoj.org/papers/10.21105/jose.00185"
+  volume: 6
+title: From Maps to Models - Tutorials for structural geological
+  modeling using GemPy and GemGIS