diff --git a/airflow/providers/google/cloud/operators/bigquery.py b/airflow/providers/google/cloud/operators/bigquery.py
index 9d482fdf3632c..702b0f6540fb5 100644
--- a/airflow/providers/google/cloud/operators/bigquery.py
+++ b/airflow/providers/google/cloud/operators/bigquery.py
@@ -640,12 +640,14 @@ def __init__(
                 "The bigquery_conn_id parameter has been deprecated. You should pass "
                 "the gcp_conn_id parameter.",
                 DeprecationWarning,
+                stacklevel=2,
             )
             gcp_conn_id = bigquery_conn_id
 
         warnings.warn(
             "This operator is deprecated. Please use `BigQueryInsertJobOperator`.",
             DeprecationWarning,
+            stacklevel=2,
         )
 
         self.sql = sql
@@ -1638,7 +1640,7 @@ def __init__(
         warnings.warn(
             "This operator is deprecated. Please use BigQueryUpdateDatasetOperator.",
             DeprecationWarning,
-            stacklevel=3,
+            stacklevel=2,
         )
         self.dataset_id = dataset_id
         self.project_id = project_id
diff --git a/airflow/providers/google/cloud/transfers/gdrive_to_gcs.py b/airflow/providers/google/cloud/transfers/gdrive_to_gcs.py
index 4ed72933ed66d..05cfecdbefe02 100644
--- a/airflow/providers/google/cloud/transfers/gdrive_to_gcs.py
+++ b/airflow/providers/google/cloud/transfers/gdrive_to_gcs.py
@@ -93,10 +93,18 @@ def __init__(
         super().__init__(**kwargs)
         self.bucket_name = destination_bucket or bucket_name
         if destination_bucket:
-            warnings.warn("`destination_bucket` is deprecated please use `bucket_name`", DeprecationWarning)
+            warnings.warn(
+                "`destination_bucket` is deprecated please use `bucket_name`",
+                DeprecationWarning,
+                stacklevel=2,
+            )
         self.object_name = destination_object or object_name
         if destination_object:
-            warnings.warn("`destination_object` is deprecated please use `object_name`", DeprecationWarning)
+            warnings.warn(
+                "`destination_object` is deprecated please use `object_name`",
+                DeprecationWarning,
+                stacklevel=2,
+            )
         self.folder_id = folder_id
         self.drive_id = drive_id
         self.file_name = file_name