diff --git a/thirdparty/auron-iceberg/src/main/scala/org/apache/iceberg/spark/source/AuronIcebergSourceUtil.scala b/thirdparty/auron-iceberg/src/main/scala/org/apache/iceberg/spark/source/AuronIcebergSourceUtil.scala
index c1d0a58d6..50520db62 100644
--- a/thirdparty/auron-iceberg/src/main/scala/org/apache/iceberg/spark/source/AuronIcebergSourceUtil.scala
+++ b/thirdparty/auron-iceberg/src/main/scala/org/apache/iceberg/spark/source/AuronIcebergSourceUtil.scala
@@ -18,6 +18,8 @@ package org.apache.iceberg.spark.source
 
 import scala.collection.JavaConverters._
 
+import org.apache.commons.lang3.reflect.FieldUtils
+import org.apache.iceberg.Table
 import org.apache.iceberg.types.TypeUtil
 
 object AuronIcebergSourceUtil {
@@ -37,8 +39,23 @@ object AuronIcebergSourceUtil {
     expectedSchema.columns().asScala.map(field => field.name() -> field.fieldId()).toMap
   }
 
+  def expectedFieldIdsForChangelogScan(scan: AnyRef): Map[String, Int] = {
+    val expectedSchema =
+      FieldUtils.readField(scan, "expectedSchema", true).asInstanceOf[org.apache.iceberg.Schema]
+    expectedSchema.columns().asScala.map(field => field.name() -> field.fieldId()).toMap
+  }
+
   def detectRenameOrDrop(scan: AnyRef): RenameOrDrop = {
     val table = asBatchQueryScan(scan).table()
+    detectRenameOrDrop(table)
+  }
+
+  def detectRenameOrDropForChangelogScan(scan: AnyRef): RenameOrDrop = {
+    val table = FieldUtils.readField(scan, "table", true).asInstanceOf[Table]
+    detectRenameOrDrop(table)
+  }
+
+  private def detectRenameOrDrop(table: Table): RenameOrDrop = {
     val currentFields = collectFieldIdToName(table.schema())
 
     table
diff --git a/thirdparty/auron-iceberg/src/main/scala/org/apache/spark/sql/auron/iceberg/IcebergScanSupport.scala b/thirdparty/auron-iceberg/src/main/scala/org/apache/spark/sql/auron/iceberg/IcebergScanSupport.scala
index 3aa85b2de..6651a2743 100644
--- a/thirdparty/auron-iceberg/src/main/scala/org/apache/spark/sql/auron/iceberg/IcebergScanSupport.scala
+++ b/thirdparty/auron-iceberg/src/main/scala/org/apache/spark/sql/auron/iceberg/IcebergScanSupport.scala
@@ -211,6 +211,31 @@ object IcebergScanSupport extends Logging {
     }
     val (fileSchema, partitionSchema) = schemas.get
 
+    val fieldIdsByName =
+      try {
+        AuronIcebergSourceUtil.expectedFieldIdsForChangelogScan(scan.asInstanceOf[AnyRef])
+      } catch {
+        case NonFatal(t) =>
+          logWarning(s"Failed to inspect Iceberg changelog field ids for $scan.", t)
+          return None
+      }
+
+    val renameOrDrop =
+      try {
+        AuronIcebergSourceUtil.detectRenameOrDropForChangelogScan(scan.asInstanceOf[AnyRef])
+      } catch {
+        case NonFatal(t) =>
+          logWarning(s"Failed to inspect Iceberg changelog schema history for $scan.", t)
+          return None
+      }
+    assert(!renameOrDrop.nested, "Nested Iceberg rename or drop is not supported.")
+
+    val missingFieldIds =
+      fileSchema.fields.filterNot(field => fieldIdsByName.contains(field.name)).map(_.name)
+    assert(
+      missingFieldIds.isEmpty,
+      s"Missing Iceberg field ids for columns: ${missingFieldIds.mkString(", ")}")
+
     val partitions = inputPartitions(exec)
     if (partitions.isEmpty) {
       return Some(
@@ -221,7 +246,7 @@ object IcebergScanSupport extends Logging {
           fileSchema,
           partitionSchema,
           Seq.empty,
-          Map.empty))
+          fieldIdsByName))
     }
 
     val icebergPartitions = partitions.flatMap(icebergPartition)
@@ -256,7 +281,9 @@ object IcebergScanSupport extends Logging {
     }
 
     val format = formats.headOption.getOrElse(FileFormat.PARQUET)
-    if (format != FileFormat.PARQUET && format != FileFormat.ORC) {
+    val supportedFormat =
+      format == FileFormat.PARQUET || (format == FileFormat.ORC && !renameOrDrop.topLevel)
+    if (!supportedFormat) {
       return None
     }
 
@@ -270,7 +297,7 @@ object IcebergScanSupport extends Logging {
         fileSchema,
         partitionSchema,
         pruningPredicates,
-        Map.empty))
+        fieldIdsByName))
   }
 
   private def supportedSchemas(
diff --git a/thirdparty/auron-iceberg/src/test/scala/org/apache/auron/iceberg/AuronIcebergIntegrationSuite.scala b/thirdparty/auron-iceberg/src/test/scala/org/apache/auron/iceberg/AuronIcebergIntegrationSuite.scala
index 1142b6e03..e6f75e3c7 100644
--- a/thirdparty/auron-iceberg/src/test/scala/org/apache/auron/iceberg/AuronIcebergIntegrationSuite.scala
+++ b/thirdparty/auron-iceberg/src/test/scala/org/apache/auron/iceberg/AuronIcebergIntegrationSuite.scala
@@ -475,6 +475,65 @@ class AuronIcebergIntegrationSuite
     }
   }
 
+  test("iceberg changelog scan reads renamed columns by field id") {
+    withTable("local.db.t_changelog_rename") {
+      withTempView("t_changelog_rename_changes") {
+        sql("""
+              |create table local.db.t_changelog_rename (id int, old_name string)
+              |using iceberg
+              |tblproperties ('format-version' = '2')
+              |""".stripMargin)
+        sql("insert into local.db.t_changelog_rename values (0, 'initial')")
+        val startSnapshotId = currentSnapshotId("local.db.t_changelog_rename")
+        sql("insert into local.db.t_changelog_rename values (1, 'before')")
+        sql("alter table local.db.t_changelog_rename rename column old_name to new_name")
+        sql("insert into local.db.t_changelog_rename values (2, 'after')")
+        val endSnapshotId = currentSnapshotId("local.db.t_changelog_rename")
+        createChangelogView(
+          "local.db.t_changelog_rename",
+          "t_changelog_rename_changes",
+          startSnapshotId,
+          endSnapshotId)
+
+        checkSparkAnswerAndOperator("""
+            |select id, new_name, _change_type, _change_ordinal, _commit_snapshot_id
+            |from t_changelog_rename_changes
+            |order by id
+            |""".stripMargin)
+      }
+    }
+  }
+
+  test("iceberg changelog scan does not reuse dropped field id for an added column") {
+    withTable("local.db.t_changelog_drop_add") {
+      withTempView("t_changelog_drop_add_changes") {
+        sql("""
+              |create table local.db.t_changelog_drop_add (id int, value string)
+              |using iceberg
+              |tblproperties ('format-version' = '2')
+              |""".stripMargin)
+        sql("insert into local.db.t_changelog_drop_add values (0, 'initial')")
+        val startSnapshotId = currentSnapshotId("local.db.t_changelog_drop_add")
+        sql("insert into local.db.t_changelog_drop_add values (1, 'old')")
+        sql("alter table local.db.t_changelog_drop_add drop column value")
+        sql("alter table local.db.t_changelog_drop_add add column value string")
+        sql("insert into local.db.t_changelog_drop_add values (2, 'new')")
+        val endSnapshotId = currentSnapshotId("local.db.t_changelog_drop_add")
+        createChangelogView(
+          "local.db.t_changelog_drop_add",
+          "t_changelog_drop_add_changes",
+          startSnapshotId,
+          endSnapshotId)
+
+        checkSparkAnswerAndOperator("""
+            |select id, value, _change_type, _change_ordinal, _commit_snapshot_id
+            |from t_changelog_drop_add_changes
+            |order by id
+            |""".stripMargin)
+      }
+    }
+  }
+
   test("iceberg changelog scan falls back when delete changes exist") {
     withTable("local.db.t_changelog_delete") {
       withTempView("t_changelog_delete_changes") {