diff --git a/README.md b/README.md
index e9bbcab..5209909 100644
--- a/README.md
+++ b/README.md
@@ -13,7 +13,7 @@ SOCRATES (Signals of Opportunity Constellation and Remote sensing Analysis Tool
   - Link budget for direct and reflected signals.
   - Modeling of multi-body spacecraft attitude dynamics with rigid bodies.
   
-Use SOCRATES-Retrieval for end-to-end retrieval analysis using multi-SoOp. SOCRATES-Retrieval can be accessed from the following Code Ocean capsule: <https://doi.org/10.24433/CO.5405959.v1>
+Use SOCRATES-Retrieval for end-to-end retrieval analysis using multi-SoOp. SOCRATES-Retrieval can be accessed from the following Code Ocean capsule: <https://doi.org/10.24433/CO.5405959.v2>
 
 ## Compilation
 
diff --git a/doc/SOCRATES_User_Manual.pdf b/doc/SOCRATES_User_Manual.pdf
index 5fc011d..ae7988a 100644
Binary files a/doc/SOCRATES_User_Manual.pdf and b/doc/SOCRATES_User_Manual.pdf differ