diff --git a/HISTORY.rst b/HISTORY.rst
index ec2d9350..b385c107 100644
--- a/HISTORY.rst
+++ b/HISTORY.rst
@@ -2,6 +2,9 @@
 
 History
 -------
+3.2 (2024-7-8)
+~~~~~~~~~~~~~~
+* Disequilibrium climate modeling
 
 3.1 (2023-3-23)
 ~~~~~~~~~~~~~~~
diff --git a/picaso/justdoit.py b/picaso/justdoit.py
index a3eb563b..d868fe97 100755
--- a/picaso/justdoit.py
+++ b/picaso/justdoit.py
@@ -42,7 +42,7 @@
 # #testing error tracker
 # from loguru import logger 
 __refdata__ = os.environ.get('picaso_refdata')
-__version__ = 3.2
+__version__ = 3.2.1
 
 
 if not os.path.exists(__refdata__): 
diff --git a/reference/config.json b/reference/config.json
index 3065a415..bf412513 100755
--- a/reference/config.json
+++ b/reference/config.json
@@ -1,5 +1,5 @@
 {
-	"version":3.2,
+	"version":3.2.1,
 	"calculation":"spectrum_only",
 	"phase":0,
 	"planet":{
diff --git a/reference/version.md b/reference/version.md
index abbb2415..f7b44420 100644
--- a/reference/version.md
+++ b/reference/version.md
@@ -1,4 +1,8 @@
-Version 3.1 (current beta)
+Version 3.2
+-----------
+- Disequilibrium Climate (Mukherjee et al. 2024) Elf-OWL models
+
+Version 3.1 
 --------------------------
 - Spherical harmonics with reflected light (Rooney et al. 2023a)
 - Spherical harmonics with thermal emission (Rooney et al. 2023b) 
diff --git a/setup.py b/setup.py
index 0dfe103c..d6efaa42 100644
--- a/setup.py
+++ b/setup.py
@@ -41,7 +41,7 @@
 # to this sample package.
 setup(
     name='picaso', 
-    version = '3.2',
+    version = '3.2.1',
     description = 'planetary intesity code for atmospheric scattering observations',
     long_description = 'README.md',
     author = 'Natasha E. Batalha',