update changelog

NREL · May 6, 2024 · 2939591 · 2939591
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diff --git a/docs/source/whatsnew/index.rst b/docs/source/whatsnew/index.rst
@@ -4,11 +4,12 @@ What's New
 ==========
 PVDegradationTools (pvdeg) change log:
 
+.. include:: releases/v0.3.1.rst
 .. include:: releases/v0.3.0.rst
 .. include:: releases/v0.2.3.rst
 .. include:: releases/v0.2.2.rst
 .. include:: releases/v0.2.1.rst
 .. include:: releases/v0.2.0.rst
 .. include:: releases/v0.1.3.rst
 .. include:: releases/v0.1.2.rst
-.. include:: releases/v0.1.0.rst
+.. include:: releases/v0.1.0.rst
diff --git a/docs/source/whatsnew/releases/v0.3.1.rst b/docs/source/whatsnew/releases/v0.3.1.rst
@@ -1,10 +1,24 @@
-v0.3.1 (2024-02-27)
+v0.3.1 (2024-05-06)
 =======================
 
 Enhancements
 ------------
-Added recent tutorials to Jupyter-Book
+* Added new LETID tests
+
+Bug Fixes
+---------
+* Multiple bug fixes in geospatial analysis
+
+Documentation
+-------------
+* Renamed pvdeg_tutorials folder to tutorials_and_tools, and added more tutorials
+to be run easily in google collab.
+* Jupyter Journals now have information regarding the version of the programs used near
+the beginning, to simplify debugging and user support.
 
 Contributors
 ~~~~~~~~~~~~
+* Martin Springer (:ghuser:`martin-springer`)
+* Mike Kempe (:ghuser:`MDKempe`)
+* Silvana Ovaitt (:ghuser:`shirubana`)
 * Tobin Ford (:ghuser:`tobin-ford`)
diff --git a/docs/source/whatsnew/releases/v0.3.2.rst b/docs/source/whatsnew/releases/v0.3.2.rst