diff --git a/qubes/storage/lvm.py b/qubes/storage/lvm.py
index 9f2949cd..5bb09107 100644
--- a/qubes/storage/lvm.py
+++ b/qubes/storage/lvm.py
@@ -190,7 +190,11 @@ class ThinPool(qubes.storage.Pool):
         return volume
 
     def _reset(self, volume):
-        self.remove(volume)
+        try:
+            self.remove(volume)
+        except qubes.storage.StoragePoolException:
+            pass
+
         self.create(volume)
 
     def setup(self):