diff --git a/src/Functions/mortonEncode.cpp b/src/Functions/mortonEncode.cpp
index fee14c7784b..3b95c114b14 100644
--- a/src/Functions/mortonEncode.cpp
+++ b/src/Functions/mortonEncode.cpp
@@ -321,6 +321,9 @@ public:
 
     ColumnPtr executeImpl(const ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
+        if (input_rows_count == 0)
+            return ColumnUInt64::create();
+
         return selector.selectAndExecute(arguments, result_type, input_rows_count);
     }
 
diff --git a/tests/queries/0_stateless/03035_morton_encode_no_rows.reference b/tests/queries/0_stateless/03035_morton_encode_no_rows.reference
new file mode 100644
index 00000000000..dc8bb19a028
--- /dev/null
+++ b/tests/queries/0_stateless/03035_morton_encode_no_rows.reference
@@ -0,0 +1,2 @@
+4294967286
+4294967286
diff --git a/tests/queries/0_stateless/03035_morton_encode_no_rows.sql b/tests/queries/0_stateless/03035_morton_encode_no_rows.sql
new file mode 100644
index 00000000000..2663b1ac212
--- /dev/null
+++ b/tests/queries/0_stateless/03035_morton_encode_no_rows.sql
@@ -0,0 +1,2 @@
+SELECT mortonEncode(materialize((1, 1)), 65534, 65533);
+SELECT mortonEncode((1, 1), 65534, 65533);