diff --git a/torchgeo/datasets/geo.py b/torchgeo/datasets/geo.py
index 406900ef2e7..0b0dc74046c 100644
--- a/torchgeo/datasets/geo.py
+++ b/torchgeo/datasets/geo.py
@@ -415,7 +415,7 @@ def __init__(
                     (minx, maxx), (miny, maxy) = fiona.transform.transform(
                         src.crs, self.crs.to_dict(), [minx, maxx], [miny, maxy]
                     )
-            except fiona.errors.DriverError:
+            except (fiona.errors.DriverError, fiona.errors.FionaValueError):
                 # Skip files that fiona is unable to read
                 continue
             else: