diff --git a/modules/deeplearning/icing_fcn.py b/modules/deeplearning/icing_fcn.py
index 84a13b6a76a2cd7b7933c78f8cb07b3ab4d167b9..0e37d3c0629a2d63793068591ed6319baf6726af 100644
--- a/modules/deeplearning/icing_fcn.py
+++ b/modules/deeplearning/icing_fcn.py
@@ -221,7 +221,7 @@ class IcingIntensityFCN:
         self.X_img = tf.keras.Input(shape=(None, None, n_chans))
 
         self.inputs.append(self.X_img)
-        self.inputs.append(tf.keras.Input(shape=(None, None, 5)))
+        self.inputs.append(tf.keras.Input(shape=(None, 5)))
 
         self.flight_level = 0