diff --git a/doc/release_notes.rst b/doc/release_notes.rst
index 2f5a2e669..9c5e71fe5 100644
--- a/doc/release_notes.rst
+++ b/doc/release_notes.rst
@@ -63,6 +63,9 @@ Upcoming Release
 
 * Revise dropnan for regions: `PR #366 <https://github.com/pypsa-meets-africa/pypsa-africa/pull/366>`_
 
+* Fix bug in GADM clustering. Missing crs input. `PR #379 <https://github.com/pypsa-meets-africa/pypsa-africa/pull/379>`_
+
+
 PyPSA-Africa 0.0.2 (6th April 2022)
 =====================================
 
diff --git a/scripts/cluster_network.py b/scripts/cluster_network.py
index ca27c0716..9ceeda79a 100644
--- a/scripts/cluster_network.py
+++ b/scripts/cluster_network.py
@@ -309,7 +309,8 @@ def n_bounds(model, n_id):
 
 def busmap_for_gadm_clusters(n, gadm_level):
 
-    gdf = get_GADM_layer(country_list, gadm_level)
+    geo_crs = snakemake.config["crs"]["geo_crs"]  # load default crs
+    gdf = get_GADM_layer(country_list, gadm_level, geo_crs)
 
     def locate_bus(coords, co):