diff --git a/poetry.lock b/poetry.lock
index 374914a..f20981e 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.1.2 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.1.1 and should not be changed by hand.
 
 [[package]]
 name = "absl-py"
@@ -232,7 +232,7 @@ description = "Timeout context manager for asyncio programs"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "python_version == \"3.10\""
+markers = "python_version < \"3.11\""
 files = [
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     {file = "async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3"},
@@ -600,7 +600,7 @@ files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
-markers = {main = "platform_system == \"Windows\" or sys_platform == \"win32\"", test = "sys_platform == \"win32\""}
+markers = {main = "platform_system == \"Windows\" or sys_platform == \"win32\"", dev = "platform_system == \"Windows\" or sys_platform == \"win32\"", test = "sys_platform == \"win32\""}
 
 [[package]]
 name = "colorlog"
@@ -929,7 +929,7 @@ description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
 groups = ["test"]
-markers = "python_version == \"3.10\""
+markers = "python_version < \"3.11\""
 files = [
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@@ -2494,7 +2494,7 @@ description = "Python package for creating and manipulating graphs and networks"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
-markers = "python_version == \"3.10\""
+markers = "python_version < \"3.11\""
 files = [
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@@ -2515,7 +2515,7 @@ description = "Python package for creating and manipulating graphs and networks"
 optional = false
 python-versions = ">=3.11"
 groups = ["main"]
-markers = "python_version == \"3.11\""
+markers = "python_version >= \"3.11\""
 files = [
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@@ -3636,20 +3636,21 @@ test = ["cffi", "hypothesis", "pandas", "pytest", "pytz"]
 
 [[package]]
 name = "pydantic"
-version = "2.10.3"
+version = "2.11.9"
 description = "Data validation using Python type hints"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
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-    {file = "pydantic-2.10.3.tar.gz", hash = "sha256:cb5ac360ce894ceacd69c403187900a02c4b20b693a9dd1d643e1effab9eadf9"},
+    {file = "pydantic-2.11.9-py3-none-any.whl", hash = "sha256:c42dd626f5cfc1c6950ce6205ea58c93efa406da65f479dcb4029d5934857da2"},
+    {file = "pydantic-2.11.9.tar.gz", hash = "sha256:6b8ffda597a14812a7975c90b82a8a2e777d9257aba3453f973acd3c032a18e2"},
 ]
 
 [package.dependencies]
 annotated-types = ">=0.6.0"
-pydantic-core = "2.27.1"
+pydantic-core = "2.33.2"
 typing-extensions = ">=4.12.2"
+typing-inspection = ">=0.4.0"
 
 [package.extras]
 email = ["email-validator (>=2.0.0)"]
@@ -3657,112 +3658,111 @@ timezone = ["tzdata ; python_version >= \"3.9\" and platform_system == \"Windows
 
 [[package]]
 name = "pydantic-core"
-version = "2.27.1"
+version = "2.33.2"
 description = "Core functionality for Pydantic validation and serialization"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
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 ]
 
 [package.dependencies]
@@ -4829,6 +4829,10 @@ files = [
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     {file = "tables-3.10.1.tar.gz", hash = "sha256:4aa07ac734b9c037baeaf44aec64ec902ad247f57811b59f30c4e31d31f126cf"},
 ]
 
@@ -4914,7 +4918,7 @@ description = "Read and write TIFF files"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
-markers = "python_version == \"3.10\""
+markers = "python_version < \"3.11\""
 files = [
     {file = "tifffile-2025.5.10-py3-none-any.whl", hash = "sha256:e37147123c0542d67bc37ba5cdd67e12ea6fbe6e86c52bee037a9eb6a064e5ad"},
     {file = "tifffile-2025.5.10.tar.gz", hash = "sha256:018335d34283aa3fd8c263bae5c3c2b661ebc45548fde31504016fcae7bf1103"},
@@ -4938,7 +4942,7 @@ description = "Read and write TIFF files"
 optional = false
 python-versions = ">=3.11"
 groups = ["main"]
-markers = "python_version == \"3.11\""
+markers = "python_version >= \"3.11\""
 files = [
     {file = "tifffile-2025.6.11-py3-none-any.whl", hash = "sha256:32effb78b10b3a283eb92d4ebf844ae7e93e151458b0412f38518b4e6d2d7542"},
     {file = "tifffile-2025.6.11.tar.gz", hash = "sha256:0ece4c2e7a10656957d568a093b07513c0728d30c1bd8cc12725901fffdb7143"},
@@ -4974,7 +4978,7 @@ description = "A lil' TOML parser"
 optional = false
 python-versions = ">=3.8"
 groups = ["main", "dev", "test"]
-markers = "python_version == \"3.10\""
+markers = "python_version < \"3.11\""
 files = [
     {file = "tomli-2.2.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:678e4fa69e4575eb77d103de3df8a895e1591b48e740211bd1067378c69e8249"},
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@@ -5274,7 +5278,22 @@ files = [
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     {file = "typing_extensions-4.14.1.tar.gz", hash = "sha256:38b39f4aeeab64884ce9f74c94263ef78f3c22467c8724005483154c26648d36"},
 ]
-markers = {test = "python_version == \"3.10\""}
+markers = {test = "python_version < \"3.11\""}
+
+[[package]]
+name = "typing-inspection"
+version = "0.4.1"
+description = "Runtime typing introspection tools"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "typing_inspection-0.4.1-py3-none-any.whl", hash = "sha256:389055682238f53b04f7badcb49b989835495a96700ced5dab2d8feae4b26f51"},
+    {file = "typing_inspection-0.4.1.tar.gz", hash = "sha256:6ae134cc0203c33377d43188d4064e9b357dba58cff3185f22924610e70a9d28"},
+]
+
+[package.dependencies]
+typing-extensions = ">=4.12.0"
 
 [[package]]
 name = "tzdata"
@@ -5377,7 +5396,7 @@ description = "N-D labeled arrays and datasets in Python"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
-markers = "python_version == \"3.10\""
+markers = "python_version < \"3.11\""
 files = [
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     {file = "xarray-2025.6.1.tar.gz", hash = "sha256:a84f3f07544634a130d7dc615ae44175419f4c77957a7255161ed99c69c7c8b0"},
@@ -5404,7 +5423,7 @@ description = "N-D labeled arrays and datasets in Python"
 optional = false
 python-versions = ">=3.11"
 groups = ["main"]
-markers = "python_version == \"3.11\""
+markers = "python_version >= \"3.11\""
 files = [
     {file = "xarray-2025.7.1-py3-none-any.whl", hash = "sha256:e8647b659e53bd350d7c5a91c34dd4122ad6a3ca0bc41399d424a7c0273c7635"},
     {file = "xarray-2025.7.1.tar.gz", hash = "sha256:2884bf5672b540fcc6ff8c20a3196bda0d78fbfb4d67398d60526e97c2faceef"},
@@ -5431,7 +5450,7 @@ description = "Stats, linear algebra and einops for xarray"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
-markers = "python_version == \"3.10\""
+markers = "python_version < \"3.11\""
 files = [
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     {file = "xarray_einstats-0.8.0.tar.gz", hash = "sha256:7f1573f9bd4d60d6e7ed9fd27c4db39da51ec49bf8ba654d4602a139a6309d7f"},
@@ -5455,7 +5474,7 @@ description = "Stats, linear algebra and einops for xarray"
 optional = false
 python-versions = ">=3.11"
 groups = ["main"]
-markers = "python_version == \"3.11\""
+markers = "python_version >= \"3.11\""
 files = [
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     {file = "xarray_einstats-0.9.1.tar.gz", hash = "sha256:39b373deed43592c41d3fbf8863af62e19e01c1ae553ae5ff059a8df78d995c6"},
@@ -5744,4 +5763,4 @@ propcache = ">=0.2.1"
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.10,<3.12"
-content-hash = "0d317b31ba7f503d8d65f8c03eb50abea9a9b9201bee6ada6e61cdb665d3a388"
+content-hash = "90cce3a272e50e8c77e1ad2adf612a24aedd397a0b897a822c9a7b1ea80b4347"
diff --git a/pyproject.toml b/pyproject.toml
index 5811836..572ab38 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -20,7 +20,7 @@ types-PyYAML = "6.0.12.20250516" # type hints for PyYAML
 pandas-stubs = "2.2.3.241126" # type hints for pandas
 tqdm = "4.67.1" # progress bar
 types-tqdm = "4.67.0.20241119" # type hints for tqdm
-pydantic = "2.10.3" # data validation
+pydantic = "2.11.9" # data validation
 pyreadr = "0.5.2" # read R data files
 types-psutil = "6.1.0.20241102" # type hints for psutil
 psutil = "6.1.0" # process and system utilities