diff --git a/CITATION.cff b/CITATION.cff
index ee08aebf..0b4b23ae 100644
--- a/CITATION.cff
+++ b/CITATION.cff
@@ -1,37 +1,36 @@
-cff-version: 1.2.0
-message: "If you use this software, please cite it as below."
+cff-version: "1.2.0"
 authors:
-  - family-names: Usher
-    given-names: Will
-    orcid: https://orcid.org/0000-0001-9367-1791
-  - family-names: Barnes
-    given-names: Trevor
-    orcid: https://orcid.org/0000-0003-2458-2968
-  - family-names: Henke
-    given-names: Hauke
-    orcid: https://orcid.org/0000-0003-0098-8701
-  - family-names: Muschner
-    given-names: Christoph
-    orcid: https://orcid.org/0000-0001-8144-5260
-title: "otoole: OSeMOSYS tools for energy work"
-version: 1.1.1
-doi: 10.5281/zenodo.10292217
-date-released: 2023-02-26
+- family-names: Barnes
+  given-names: Trevor
+  orcid: "https://orcid.org/0000-0003-2458-2968"
+- family-names: Usher
+  given-names: Will
+  orcid: "https://orcid.org/0000-0001-9367-1791"
+contact:
+- family-names: Barnes
+  given-names: Trevor
+  orcid: "https://orcid.org/0000-0003-2458-2968"
+doi: 10.5281/zenodo.10360538
+message: If you use this software, please cite our article in the
+  Journal of Open Source Software.
 preferred-citation:
-  type: article
   authors:
-  - family-names: Usher
-    given-names: Will
-    orcid: https://orcid.org/0000-0001-9367-1791
   - family-names: Barnes
     given-names: Trevor
-    orcid: https://orcid.org/0000-0003-2458-2968
-  doi: "0.5281/zenodo.10292217"
-  journal: "Journal of Open Source Software"
-  month: 5
-  start: 1 # First page number
-  end: 15 # Last page number
-  title: "otoole: OSeMOSYS tools for energy work"
-  issue: 1
-  volume: 4
-  year: 2023
+    orcid: "https://orcid.org/0000-0003-2458-2968"
+  - family-names: Usher
+    given-names: Will
+    orcid: "https://orcid.org/0000-0001-9367-1791"
+  date-published: 2023-12-20
+  doi: 10.21105/joss.05511
+  issn: 2475-9066
+  issue: 92
+  journal: Journal of Open Source Software
+  publisher:
+    name: Open Journals
+  start: 5511
+  title: "otoole: OSeMOSYS Tools for Energy Work"
+  type: article
+  url: "https://joss.theoj.org/papers/10.21105/joss.05511"
+  volume: 8
+title: "otoole: OSeMOSYS Tools for Energy Work"