diff --git a/docs/changelog.md b/docs/changelog.md
index 8e1de725d6..0a1bde9aa9 100644
--- a/docs/changelog.md
+++ b/docs/changelog.md
@@ -1,5 +1,11 @@
 # Changelog
 
+## v0.23.2 - Aug 8, 2023
+
+**Improvement**
+
+-   Removed shapely import from osm module (#503)
+
 ## v0.23.1 - Aug 8, 2023
 
 **Improvement**
diff --git a/leafmap/osm.py b/leafmap/osm.py
index 596745a886..644c98b5ed 100644
--- a/leafmap/osm.py
+++ b/leafmap/osm.py
@@ -8,7 +8,6 @@
 from typing import Optional, Union, Tuple, Dict, List
 
 warnings.filterwarnings("ignore")
-from shapely.geometry import Polygon, MultiPolygon
 
 
 def osm_gdf_from_address(address: str, tags: Dict, dist: Optional[int] = 1000):