diff --git a/CHANGELOG.md b/CHANGELOG.md
index 29800cbd..669385c3 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -2,6 +2,7 @@
 
 - `MorphologicalFilterTask` adapted to work on boolean values.
 - Added `temporal_subset` method to `EOPatch`, which can be used to extract a subset of an `EOPatch` by filtering out temporal slices. Also added a corresponding `TemporalSubsetTask`.
+- `EOExecutor` now has an option to treat `TemporalDimensionWarning` as an exception.
 
 ## [Version 1.5.0] - 2023-09-06
 
diff --git a/eolearn/core/eoexecution.py b/eolearn/core/eoexecution.py
index 16f4a281..6ce1f165 100644
--- a/eolearn/core/eoexecution.py
+++ b/eolearn/core/eoexecution.py
@@ -27,7 +27,7 @@
 
 from .eonode import EONode
 from .eoworkflow import EOWorkflow, WorkflowResults
-from .exceptions import EORuntimeWarning
+from .exceptions import EORuntimeWarning, TemporalDimensionWarning
 from .utils.fs import get_base_filesystem_and_path, get_full_path, pickle_fs, unpickle_fs
 from .utils.logging import LogFileFilter
 from .utils.parallelize import _decide_processing_type, _ProcessingType, parallelize
@@ -55,6 +55,7 @@ class _ProcessingData:
     filter_logs_by_thread: bool
     logs_filter: Filter | None
     logs_handler_factory: _HandlerFactoryType
+    raise_on_temporal_mismatch: bool
 
 
 @dataclass(frozen=True)
@@ -86,6 +87,7 @@ def __init__(
         filesystem: FS | None = None,
         logs_filter: Filter | None = None,
         logs_handler_factory: _HandlerFactoryType = FileHandler,
+        raise_on_temporal_mismatch: bool = False,
     ):
         """
         :param workflow: A prepared instance of EOWorkflow class
@@ -108,6 +110,7 @@ def __init__(
               object.
 
             The 2nd option is chosen only if `filesystem` parameter exists in the signature.
+        :param raise_on_temporal_mismatch: Whether to treat `TemporalDimensionWarning` as an exception.
         """
         self.workflow = workflow
         self.execution_kwargs = self._parse_and_validate_execution_kwargs(execution_kwargs)
@@ -116,6 +119,7 @@ def __init__(
         self.filesystem, self.logs_folder = self._parse_logs_filesystem(filesystem, logs_folder)
         self.logs_filter = logs_filter
         self.logs_handler_factory = logs_handler_factory
+        self.raise_on_temporal_mismatch = raise_on_temporal_mismatch
 
         self.start_time: dt.datetime | None = None
         self.report_folder: str | None = None
@@ -193,6 +197,7 @@ def run(self, workers: int | None = 1, multiprocess: bool = True, **tqdm_kwargs:
                 filter_logs_by_thread=filter_logs_by_thread,
                 logs_filter=self.logs_filter,
                 logs_handler_factory=self.logs_handler_factory,
+                raise_on_temporal_mismatch=self.raise_on_temporal_mismatch,
             )
             for workflow_kwargs, log_path in zip(self.execution_kwargs, log_paths)
         ]
@@ -263,7 +268,10 @@ def _execute_workflow(cls, data: _ProcessingData) -> WorkflowResults:
             data.logs_handler_factory,
         )
 
-        results = data.workflow.execute(data.workflow_kwargs, raise_errors=False)
+        with warnings.catch_warnings():
+            if data.raise_on_temporal_mismatch:
+                warnings.simplefilter("error", TemporalDimensionWarning)
+            results = data.workflow.execute(data.workflow_kwargs, raise_errors=False)
 
         cls._try_remove_logging(data.log_path, logger, handler)
         return results
diff --git a/tests/core/test_eoexecutor.py b/tests/core/test_eoexecutor.py
index 06fa594a..48e80675 100644
--- a/tests/core/test_eoexecutor.py
+++ b/tests/core/test_eoexecutor.py
@@ -19,7 +19,21 @@
 import pytest
 from fs.base import FS
 
-from eolearn.core import EOExecutor, EONode, EOTask, EOWorkflow, OutputTask, WorkflowResults, execute_with_mp_lock
+from sentinelhub import CRS, BBox
+
+from eolearn.core import (
+    CreateEOPatchTask,
+    EOExecutor,
+    EONode,
+    EOTask,
+    EOWorkflow,
+    FeatureType,
+    InitializeFeatureTask,
+    OutputTask,
+    WorkflowResults,
+    execute_with_mp_lock,
+    linearly_connect_tasks,
+)
 from eolearn.core.utils.fs import get_full_path
 
 FULL_LOG_LINE_COUNT = 12
@@ -251,3 +265,21 @@ def test_without_lock(num_workers):
         assert len(lines) == 2 * num_workers
         assert len(set(lines[:num_workers])) == num_workers, "All processes should start"
         assert len(set(lines[num_workers:])) == num_workers, "All processes should finish"
+
+
+@pytest.mark.parametrize("multiprocess", [True, False])
+def test_temporal_dim_error(multiprocess):
+    workflow = EOWorkflow(
+        linearly_connect_tasks(
+            CreateEOPatchTask(bbox=BBox((0, 0, 1, 1), CRS.POP_WEB)),
+            InitializeFeatureTask([FeatureType.DATA, "data"], (2, 5, 5, 1)),
+        )
+    )
+
+    executor = EOExecutor(workflow, [{}, {}])
+    for result in executor.run(workers=2, multiprocess=multiprocess):
+        assert result.error_node_uid is None
+
+    executor = EOExecutor(workflow, [{}, {}], raise_on_temporal_mismatch=True)
+    for result in executor.run(workers=2, multiprocess=multiprocess):
+        assert result.error_node_uid is not None