diff --git a/CHANGELOG.md b/CHANGELOG.md
index 1125e42..c09e536 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,7 +5,22 @@ All notable changes to this project will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/),
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
-## v0.4.0
+## Unreleased
+
+[All changes](https://github.com/mllam/mllam-data-prep/compare/v0.4.0...HEAD)
+
+### Added
+
+- Add optional section called `extra` to config file to allow for user-defined extra information that is ignored by `mllam-data-prep` but can be used by downstream applications. ![\#18](https://github.com/mllam/mllam-data-prep/pull/18), @leifdenby
+
+### Changed
+
+- Schema version bumped to `v0.5.0` to match next expected release that will support optional `extra` section in config [\#18](https://github.com/mllam/mllam-data-prep/pull/18)
+
+
+## [v0.4.0](https://github.com/mllam/mllam-data-prep/releases/tag/v0.4.0)
+
+[All changes](https://github.com/mllam/mllam-data-prep/compare/v0.3.0...v0.4.0)
 
 This release adds support for defining the output path in the command line
 interface and addresses bugs around optional dependencies for
diff --git a/README.md b/README.md
index d940379..5f5fcdf 100644
--- a/README.md
+++ b/README.md
@@ -112,7 +112,7 @@ ds = mdp.create_dataset(config=config)
 A full example configuration file is given in [example.danra.yaml](example.danra.yaml), and reproduced here for completeness:
 
 ```yaml
-schema_version: v0.2.0
+schema_version: v0.5.0
 dataset_version: v0.1.0
 
 output:
@@ -201,6 +201,16 @@ inputs:
         name_format: "{var_name}"
     target_output_variable: static
 
+extra:
+  projection:
+    class_name: LambertConformal
+    kwargs:
+      central_longitude: 25.0
+      central_latitude: 56.7
+      standard_parallels: [56.7, 56.7]
+      globe:
+        semimajor_axis: 6367470.0
+        semiminor_axis: 6367470.0
 ```
 
 Apart from identifiers to keep track of the configuration file format version and the dataset version (for you to keep track of changes that you make to the dataset), the configuration file is divided into two main sections:
@@ -208,6 +218,8 @@ Apart from identifiers to keep track of the configuration file format version an
 - `output`: defines the variables and dimensions of the output dataset produced by `mllam-data-prep`. These are the variables and dimensions that the input datasets will be mapped to. These output variables and dimensions should match the input variables and dimensions expected by the model architecture you are training.
 - `inputs`: a list of source datasets to extract data from. These are the datasets that will be mapped to the architecture defined in the `architecture` section.
 
+If you want to add any extra information to the configuration file you can add it to the `extra` section. This section is not used or validated by `mllam-data-prep` but can be used to store any extra information you want to keep track of (for example when using `mllam-data-prep` with [neural-lam](https://github.com/mllam/neural-lam) the `extra` section is used to store the projection information).
+
 ### The `output` section
 
 ```yaml
@@ -308,3 +320,10 @@ The `inputs` section defines the source datasets to extract data from. Each sour
   - `rename`: simply rename the dimension to the new name
   - `stack`: stack the listed dimension to create the dimension in the output
   - `stack_variables_by_var_name`: stack the dimension into the new dimension, and also stack the variable name into the new variable name. This is useful when you have multiple variables with the same dimensions that you want to stack into a single variable.
+
+
+### Config schema versioning
+
+The schema version of the configuration file is defined by the `schema_version` attribute at the top of the configuration file. This is used to keep track of changes to the configuration file format. The schema version is used to check that the configuration file is compatible with the version of `mllam-data-prep` that you are using. If the schema version of the configuration file is not compatible with the version of `mllam-data-prep` that you are using you will get an error message telling you that the schema version is not compatible.
+
+The schema version is updated whenever the configuration format changes, with the new schema version matching the minimum version of `mllam-data-prep` that is required to use the new configuration format. As `mllam-data-prep` is still in rapid development (and hasn't reached version `v1.0.0` yet) we unfortunately make no gaurantee about backward compatibility. However, the [CHANGELOG.md](CHANGELOG.md) will always contain migration instructions when the config format changes.
diff --git a/example.danra.yaml b/example.danra.yaml
index 5a8fdcb..3edf126 100644
--- a/example.danra.yaml
+++ b/example.danra.yaml
@@ -1,4 +1,4 @@
-schema_version: v0.2.0
+schema_version: v0.5.0
 dataset_version: v0.1.0
 
 output:
@@ -86,3 +86,14 @@ inputs:
         method: stack_variables_by_var_name
         name_format: "{var_name}"
     target_output_variable: static
+
+extra:
+  projection:
+    class_name: LambertConformal
+    kwargs:
+      central_longitude: 25.0
+      central_latitude: 56.7
+      standard_parallels: [56.7, 56.7]
+      globe:
+        semimajor_axis: 6367470.0
+        semiminor_axis: 6367470.0
diff --git a/mllam_data_prep/config.py b/mllam_data_prep/config.py
index 2ebdc9d..14e80ef 100644
--- a/mllam_data_prep/config.py
+++ b/mllam_data_prep/config.py
@@ -282,6 +282,10 @@ class Config(dataclass_wizard.JSONWizard, dataclass_wizard.YAMLWizard):
     inputs: Dict[str, InputDataset]
         Input datasets for the model. The keys are the names of the datasets and the values are
         the input dataset configurations.
+    extra: Dict[str, Any]
+        Extra information to include in the config file. This will be ignored by the
+        `mllam_data_prep` library, but can be used to include additional information
+        that is useful for the user.
     schema_version: str
         Version string for the config file schema.
     dataset_version: str
@@ -292,6 +296,7 @@ class Config(dataclass_wizard.JSONWizard, dataclass_wizard.YAMLWizard):
     inputs: Dict[str, InputDataset]
     schema_version: str
     dataset_version: str
+    extra: Dict[str, Any] = None
 
     class _(JSONWizard.Meta):
         raise_on_unknown_json_key = True
diff --git a/mllam_data_prep/create_dataset.py b/mllam_data_prep/create_dataset.py
index ad14704..73996cf 100644
--- a/mllam_data_prep/create_dataset.py
+++ b/mllam_data_prep/create_dataset.py
@@ -15,6 +15,10 @@
 from .ops.selection import select_by_kwargs
 from .ops.statistics import calc_stats
 
+# the `extra` field in the config that was added between v0.2.0 and v0.5.0 is
+# optional, so we can support both v0.2.0 and v0.5.0
+SUPPORTED_CONFIG_VERSIONS = ["v0.2.0", "v0.5.0"]
+
 
 def _check_dataset_attributes(ds, expected_attributes, dataset_name):
     # check that the dataset has the expected attributes with the expected values
@@ -102,6 +106,18 @@ def create_dataset(config: Config):
         The dataset created from the input datasets with a variable for each output
         as defined in the config file.
     """
+    if not config.schema_version in SUPPORTED_CONFIG_VERSIONS:
+        raise ValueError(
+            f"Unsupported schema version {config.schema_version}. Only schema versions "
+            f" {', '.join(SUPPORTED_CONFIG_VERSIONS)} are supported by mllam-data-prep "
+            f"v{__version__}."
+        )
+    if config.schema_version == "v0.2.0" and config.extra is not None:
+        raise ValueError(
+            "Config schema version v0.2.0 does not support the `extra` field. Please "
+            "update the schema version used in your config to v0.5.0."
+        )
+
     output_config = config.output
     output_coord_ranges = output_config.coord_ranges
 
@@ -241,10 +257,6 @@ def create_dataset_zarr(fp_config, fp_zarr: str = None):
     """
     config = Config.from_yaml_file(file=fp_config)
 
-    assert (
-        config.schema_version == "v0.2.0"
-    ), f"Expected schema version v0.2.0, got {config.schema_version}"
-
     ds = create_dataset(config=config)
 
     logger.info("Writing dataset to zarr")
diff --git a/pdm.lock b/pdm.lock
index 749d944..30a0e20 100644
--- a/pdm.lock
+++ b/pdm.lock
@@ -2,10 +2,10 @@
 # It is not intended for manual editing.
 
 [metadata]
-groups = ["default", "dask-distibuted", "dev"]
+groups = ["default", "dev"]
 strategy = ["inherit_metadata"]
 lock_version = "4.5.0"
-content_hash = "sha256:e35fd7d265f53e711c01b5e20141b553bcd3ab07854b42384e6ec37c5ae5b128"
+content_hash = "sha256:ed345b0df8664a5ab1aadb77d5c4218ef15f135ddacd674f0d029e5a39f9654d"
 
 [[metadata.targets]]
 requires_python = ">=3.9"
@@ -101,6 +101,7 @@ name = "asttokens"
 version = "2.4.1"
 summary = "Annotate AST trees with source code positions"
 groups = ["dev"]
+marker = "python_version > \"3.6\""
 dependencies = [
     "six>=1.12.0",
     "typing; python_version < \"3.5\"",
@@ -139,28 +140,6 @@ files = [
     {file = "attrs-23.2.0.tar.gz", hash = "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30"},
 ]
 
-[[package]]
-name = "bokeh"
-version = "3.4.3"
-requires_python = ">=3.9"
-summary = "Interactive plots and applications in the browser from Python"
-groups = ["dask-distibuted"]
-dependencies = [
-    "Jinja2>=2.9",
-    "PyYAML>=3.10",
-    "contourpy>=1.2",
-    "numpy>=1.16",
-    "packaging>=16.8",
-    "pandas>=1.2",
-    "pillow>=7.1.0",
-    "tornado>=6.2",
-    "xyzservices>=2021.09.1",
-]
-files = [
-    {file = "bokeh-3.4.3-py3-none-any.whl", hash = "sha256:c6f33817f866fc67fbeb5df79cd13a8bb592c05c591f3fd7f4f22b824f7afa01"},
-    {file = "bokeh-3.4.3.tar.gz", hash = "sha256:b7c22fb0f7004b04f12e1b7b26ee0269a26737a08ded848fb58f6a34ec1eb155"},
-]
-
 [[package]]
 name = "certifi"
 version = "2024.6.2"
@@ -244,7 +223,7 @@ name = "click"
 version = "8.1.7"
 requires_python = ">=3.7"
 summary = "Composable command line interface toolkit"
-groups = ["default", "dask-distibuted"]
+groups = ["default"]
 dependencies = [
     "colorama; platform_system == \"Windows\"",
     "importlib-metadata; python_version < \"3.8\"",
@@ -259,7 +238,7 @@ name = "cloudpickle"
 version = "3.0.0"
 requires_python = ">=3.8"
 summary = "Pickler class to extend the standard pickle.Pickler functionality"
-groups = ["default", "dask-distibuted"]
+groups = ["default"]
 files = [
     {file = "cloudpickle-3.0.0-py3-none-any.whl", hash = "sha256:246ee7d0c295602a036e86369c77fecda4ab17b506496730f2f576d9016fd9c7"},
     {file = "cloudpickle-3.0.0.tar.gz", hash = "sha256:996d9a482c6fb4f33c1a35335cf8afd065d2a56e973270364840712d9131a882"},
@@ -270,75 +249,19 @@ name = "colorama"
 version = "0.4.6"
 requires_python = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 summary = "Cross-platform colored terminal text."
-groups = ["default", "dask-distibuted", "dev"]
+groups = ["default", "dev"]
 marker = "sys_platform == \"win32\" or platform_system == \"Windows\""
 files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
 
-[[package]]
-name = "contourpy"
-version = "1.2.1"
-requires_python = ">=3.9"
-summary = "Python library for calculating contours of 2D quadrilateral grids"
-groups = ["dask-distibuted"]
-dependencies = [
-    "numpy>=1.20",
-]
-files = [
-    {file = "contourpy-1.2.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:bd7c23df857d488f418439686d3b10ae2fbf9bc256cd045b37a8c16575ea1040"},
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-]
-
 [[package]]
 name = "dask"
 version = "2024.7.1"
 requires_python = ">=3.9"
 summary = "Parallel PyData with Task Scheduling"
-groups = ["default", "dask-distibuted"]
+groups = ["default"]
 dependencies = [
     "click>=8.1",
     "cloudpickle>=1.5.0",
@@ -354,22 +277,6 @@ files = [
     {file = "dask-2024.7.1.tar.gz", hash = "sha256:dbaef2d50efee841a9d981a218cfeb50392fc9a95e0403b6d680450e4f50d531"},
 ]
 
-[[package]]
-name = "dask"
-version = "2024.7.1"
-extras = ["distributed"]
-requires_python = ">=3.9"
-summary = "Parallel PyData with Task Scheduling"
-groups = ["dask-distibuted"]
-dependencies = [
-    "dask==2024.7.1",
-    "distributed==2024.7.1",
-]
-files = [
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-]
-
 [[package]]
 name = "dataclass-wizard"
 version = "0.22.3"
@@ -391,6 +298,7 @@ version = "5.1.1"
 requires_python = ">=3.5"
 summary = "Decorators for Humans"
 groups = ["dev"]
+marker = "python_version > \"3.6\""
 files = [
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@@ -406,34 +314,6 @@ files = [
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-version = "2024.7.1"
-requires_python = ">=3.9"
-summary = "Distributed scheduler for Dask"
-groups = ["dask-distibuted"]
-dependencies = [
-    "click>=8.0",
-    "cloudpickle>=1.5.0",
-    "dask==2024.7.1",
-    "jinja2>=2.10.3",
-    "locket>=1.0.0",
-    "msgpack>=1.0.0",
-    "packaging>=20.0",
-    "psutil>=5.7.2",
-    "pyyaml>=5.3.1",
-    "sortedcontainers>=2.0.5",
-    "tblib>=1.6.0",
-    "toolz>=0.10.0",
-    "tornado>=6.0.4",
-    "urllib3>=1.24.3",
-    "zict>=3.0.0",
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-
 [[package]]
 name = "exceptiongroup"
 version = "1.2.1"
@@ -452,6 +332,7 @@ version = "2.0.1"
 requires_python = ">=3.5"
 summary = "Get the currently executing AST node of a frame, and other information"
 groups = ["dev"]
+marker = "python_version > \"3.6\""
 files = [
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@@ -541,7 +422,7 @@ name = "fsspec"
 version = "2024.6.0"
 requires_python = ">=3.8"
 summary = "File-system specification"
-groups = ["default", "dask-distibuted"]
+groups = ["default"]
 files = [
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 version = "7.2.1"
 requires_python = ">=3.8"
 summary = "Read metadata from Python packages"
-groups = ["default", "dask-distibuted"]
+groups = ["default"]
 marker = "python_version < \"3.12\""
 dependencies = [
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@@ -633,6 +514,7 @@ version = "8.18.1"
 requires_python = ">=3.9"
 summary = "IPython: Productive Interactive Computing"
 groups = ["dev"]
+marker = "python_version > \"3.6\""
 dependencies = [
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@@ -670,6 +552,7 @@ version = "0.19.1"
 requires_python = ">=3.6"
 summary = "An autocompletion tool for Python that can be used for text editors."
 groups = ["dev"]
+marker = "python_version > \"3.6\""
 dependencies = [
     "parso<0.9.0,>=0.8.3",
 ]
@@ -678,26 +561,12 @@ files = [
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-summary = "A very fast and expressive template engine."
-groups = ["dask-distibuted"]
-dependencies = [
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 [[package]]
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 summary = "File-based locks for Python on Linux and Windows"
-groups = ["default", "dask-distibuted"]
+groups = ["default"]
 files = [
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 [[package]]
 name = "matplotlib-inline"
 version = "0.1.7"
 requires_python = ">=3.8"
 summary = "Inline Matplotlib backend for Jupyter"
 groups = ["dev"]
+marker = "python_version > \"3.6\""
 dependencies = [
     "traitlets",
 ]
@@ -808,60 +628,6 @@ files = [
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-groups = ["dask-distibuted"]
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-    {file = "pillow-10.4.0-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:87dd88ded2e6d74d31e1e0a99a726a6765cda32d00ba72dc37f0651f306daaa8"},
-    {file = "pillow-10.4.0-pp39-pypy39_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:2db98790afc70118bd0255c2eeb465e9767ecf1f3c25f9a1abb8ffc8cfd1fe0a"},
-    {file = "pillow-10.4.0-pp39-pypy39_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:f7baece4ce06bade126fb84b8af1c33439a76d8a6fd818970215e0560ca28c27"},
-    {file = "pillow-10.4.0-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:cfdd747216947628af7b259d274771d84db2268ca062dd5faf373639d00113a3"},
-    {file = "pillow-10.4.0.tar.gz", hash = "sha256:166c1cd4d24309b30d61f79f4a9114b7b2313d7450912277855ff5dfd7cd4a06"},
-]
-
 [[package]]
 name = "platformdirs"
 version = "4.2.2"
@@ -1213,6 +901,7 @@ version = "3.0.47"
 requires_python = ">=3.7.0"
 summary = "Library for building powerful interactive command lines in Python"
 groups = ["dev"]
+marker = "python_version > \"3.6\""
 dependencies = [
     "wcwidth",
 ]
@@ -1226,7 +915,7 @@ name = "psutil"
 version = "6.0.0"
 requires_python = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
 summary = "Cross-platform lib for process and system monitoring in Python."
-groups = ["dask-distibuted"]
+groups = ["default"]
 files = [
     {file = "psutil-6.0.0-cp36-abi3-macosx_10_9_x86_64.whl", hash = "sha256:c588a7e9b1173b6e866756dde596fd4cad94f9399daf99ad8c3258b3cb2b47a0"},
     {file = "psutil-6.0.0-cp36-abi3-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6ed2440ada7ef7d0d608f20ad89a04ec47d2d3ab7190896cd62ca5fc4fe08bf0"},
@@ -1243,7 +932,7 @@ name = "ptyprocess"
 version = "0.7.0"
 summary = "Run a subprocess in a pseudo terminal"
 groups = ["dev"]
-marker = "sys_platform != \"win32\""
+marker = "sys_platform != \"win32\" and python_version > \"3.6\""
 files = [
     {file = "ptyprocess-0.7.0-py2.py3-none-any.whl", hash = "sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35"},
     {file = "ptyprocess-0.7.0.tar.gz", hash = "sha256:5c5d0a3b48ceee0b48485e0c26037c0acd7d29765ca3fbb5cb3831d347423220"},
@@ -1254,6 +943,7 @@ name = "pure-eval"
 version = "0.2.2"
 summary = "Safely evaluate AST nodes without side effects"
 groups = ["dev"]
+marker = "python_version > \"3.6\""
 files = [
     {file = "pure_eval-0.2.2-py3-none-any.whl", hash = "sha256:01eaab343580944bc56080ebe0a674b39ec44a945e6d09ba7db3cb8cec289350"},
     {file = "pure_eval-0.2.2.tar.gz", hash = "sha256:2b45320af6dfaa1750f543d714b6d1c520a1688dec6fd24d339063ce0aaa9ac3"},
@@ -1294,7 +984,7 @@ name = "python-dateutil"
 version = "2.9.0.post0"
 requires_python = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 summary = "Extensions to the standard Python datetime module"
-groups = ["default", "dask-distibuted"]
+groups = ["default"]
 dependencies = [
     "six>=1.5",
 ]
@@ -1307,7 +997,7 @@ files = [
 name = "pytz"
 version = "2024.1"
 summary = "World timezone definitions, modern and historical"
-groups = ["default", "dask-distibuted"]
+groups = ["default"]
 files = [
     {file = "pytz-2024.1-py2.py3-none-any.whl", hash = "sha256:328171f4e3623139da4983451950b28e95ac706e13f3f2630a879749e7a8b319"},
     {file = "pytz-2024.1.tar.gz", hash = "sha256:2a29735ea9c18baf14b448846bde5a48030ed267578472d8955cd0e7443a9812"},
@@ -1318,7 +1008,7 @@ name = "pyyaml"
 version = "6.0.1"
 requires_python = ">=3.6"
 summary = "YAML parser and emitter for Python"
-groups = ["default", "dask-distibuted", "dev"]
+groups = ["default", "dev"]
 files = [
     {file = "PyYAML-6.0.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d858aa552c999bc8a8d57426ed01e40bef403cd8ccdd0fc5f6f04a00414cac2a"},
     {file = "PyYAML-6.0.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:fd66fc5d0da6d9815ba2cebeb4205f95818ff4b79c3ebe268e75d961704af52f"},
@@ -1395,27 +1085,18 @@ name = "six"
 version = "1.16.0"
 requires_python = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
 summary = "Python 2 and 3 compatibility utilities"
-groups = ["default", "dask-distibuted", "dev"]
+groups = ["default", "dev"]
 files = [
     {file = "six-1.16.0-py2.py3-none-any.whl", hash = "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"},
     {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"},
 ]
 
-[[package]]
-name = "sortedcontainers"
-version = "2.4.0"
-summary = "Sorted Containers -- Sorted List, Sorted Dict, Sorted Set"
-groups = ["dask-distibuted"]
-files = [
-    {file = "sortedcontainers-2.4.0-py2.py3-none-any.whl", hash = "sha256:a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0"},
-    {file = "sortedcontainers-2.4.0.tar.gz", hash = "sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88"},
-]
-
 [[package]]
 name = "stack-data"
 version = "0.6.3"
 summary = "Extract data from python stack frames and tracebacks for informative displays"
 groups = ["dev"]
+marker = "python_version > \"3.6\""
 dependencies = [
     "asttokens>=2.1.0",
     "executing>=1.2.0",
@@ -1426,17 +1107,6 @@ files = [
     {file = "stack_data-0.6.3.tar.gz", hash = "sha256:836a778de4fec4dcd1dcd89ed8abff8a221f58308462e1c4aa2a3cf30148f0b9"},
 ]
 
-[[package]]
-name = "tblib"
-version = "3.0.0"
-requires_python = ">=3.8"
-summary = "Traceback serialization library."
-groups = ["dask-distibuted"]
-files = [
-    {file = "tblib-3.0.0-py3-none-any.whl", hash = "sha256:80a6c77e59b55e83911e1e607c649836a69c103963c5f28a46cbeef44acf8129"},
-    {file = "tblib-3.0.0.tar.gz", hash = "sha256:93622790a0a29e04f0346458face1e144dc4d32f493714c6c3dff82a4adb77e6"},
-]
-
 [[package]]
 name = "tomli"
 version = "2.0.1"
@@ -1454,38 +1124,19 @@ name = "toolz"
 version = "0.12.1"
 requires_python = ">=3.7"
 summary = "List processing tools and functional utilities"
-groups = ["default", "dask-distibuted"]
+groups = ["default"]
 files = [
     {file = "toolz-0.12.1-py3-none-any.whl", hash = "sha256:d22731364c07d72eea0a0ad45bafb2c2937ab6fd38a3507bf55eae8744aa7d85"},
     {file = "toolz-0.12.1.tar.gz", hash = "sha256:ecca342664893f177a13dac0e6b41cbd8ac25a358e5f215316d43e2100224f4d"},
 ]
 
-[[package]]
-name = "tornado"
-version = "6.4.1"
-requires_python = ">=3.8"
-summary = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
-groups = ["dask-distibuted"]
-files = [
-    {file = "tornado-6.4.1-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:163b0aafc8e23d8cdc3c9dfb24c5368af84a81e3364745ccb4427669bf84aec8"},
-    {file = "tornado-6.4.1-cp38-abi3-macosx_10_9_x86_64.whl", hash = "sha256:6d5ce3437e18a2b66fbadb183c1d3364fb03f2be71299e7d10dbeeb69f4b2a14"},
-    {file = "tornado-6.4.1-cp38-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e2e20b9113cd7293f164dc46fffb13535266e713cdb87bd2d15ddb336e96cfc4"},
-    {file = "tornado-6.4.1-cp38-abi3-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:8ae50a504a740365267b2a8d1a90c9fbc86b780a39170feca9bcc1787ff80842"},
-    {file = "tornado-6.4.1-cp38-abi3-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:613bf4ddf5c7a95509218b149b555621497a6cc0d46ac341b30bd9ec19eac7f3"},
-    {file = "tornado-6.4.1-cp38-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:25486eb223babe3eed4b8aecbac33b37e3dd6d776bc730ca14e1bf93888b979f"},
-    {file = "tornado-6.4.1-cp38-abi3-musllinux_1_2_i686.whl", hash = "sha256:454db8a7ecfcf2ff6042dde58404164d969b6f5d58b926da15e6b23817950fc4"},
-    {file = "tornado-6.4.1-cp38-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:a02a08cc7a9314b006f653ce40483b9b3c12cda222d6a46d4ac63bb6c9057698"},
-    {file = "tornado-6.4.1-cp38-abi3-win32.whl", hash = "sha256:d9a566c40b89757c9aa8e6f032bcdb8ca8795d7c1a9762910c722b1635c9de4d"},
-    {file = "tornado-6.4.1-cp38-abi3-win_amd64.whl", hash = "sha256:b24b8982ed444378d7f21d563f4180a2de31ced9d8d84443907a0a64da2072e7"},
-    {file = "tornado-6.4.1.tar.gz", hash = "sha256:92d3ab53183d8c50f8204a51e6f91d18a15d5ef261e84d452800d4ff6fc504e9"},
-]
-
 [[package]]
 name = "traitlets"
 version = "5.14.3"
 requires_python = ">=3.8"
 summary = "Traitlets Python configuration system"
 groups = ["dev"]
+marker = "python_version > \"3.6\""
 files = [
     {file = "traitlets-5.14.3-py3-none-any.whl", hash = "sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f"},
     {file = "traitlets-5.14.3.tar.gz", hash = "sha256:9ed0579d3502c94b4b3732ac120375cda96f923114522847de4b3bb98b96b6b7"},
@@ -1508,7 +1159,7 @@ name = "tzdata"
 version = "2024.1"
 requires_python = ">=2"
 summary = "Provider of IANA time zone data"
-groups = ["default", "dask-distibuted"]
+groups = ["default"]
 files = [
     {file = "tzdata-2024.1-py2.py3-none-any.whl", hash = "sha256:9068bc196136463f5245e51efda838afa15aaeca9903f49050dfa2679db4d252"},
     {file = "tzdata-2024.1.tar.gz", hash = "sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd"},
@@ -1519,7 +1170,7 @@ name = "urllib3"
 version = "2.2.2"
 requires_python = ">=3.8"
 summary = "HTTP library with thread-safe connection pooling, file post, and more."
-groups = ["default", "dask-distibuted"]
+groups = ["default"]
 files = [
     {file = "urllib3-2.2.2-py3-none-any.whl", hash = "sha256:a448b2f64d686155468037e1ace9f2d2199776e17f0a46610480d311f73e3472"},
     {file = "urllib3-2.2.2.tar.gz", hash = "sha256:dd505485549a7a552833da5e6063639d0d177c04f23bc3864e41e5dc5f612168"},
@@ -1547,6 +1198,7 @@ name = "wcwidth"
 version = "0.2.13"
 summary = "Measures the displayed width of unicode strings in a terminal"
 groups = ["dev"]
+marker = "python_version > \"3.6\""
 dependencies = [
     "backports-functools-lru-cache>=1.2.1; python_version < \"3.2\"",
 ]
@@ -1583,17 +1235,6 @@ files = [
     {file = "xarray-2024.6.0.tar.gz", hash = "sha256:0b91e0bc4dc0296947947640fe31ec6e867ce258d2f7cbc10bedf4a6d68340c7"},
 ]
 
-[[package]]
-name = "xyzservices"
-version = "2024.6.0"
-requires_python = ">=3.8"
-summary = "Source of XYZ tiles providers"
-groups = ["dask-distibuted"]
-files = [
-    {file = "xyzservices-2024.6.0-py3-none-any.whl", hash = "sha256:fecb2508f0f2b71c819aecf5df2c03cef001c56a4b49302e640f3b34710d25e4"},
-    {file = "xyzservices-2024.6.0.tar.gz", hash = "sha256:58c1bdab4257d2551b9ef91cd48571f77b7c4d2bc45bf5e3c05ac97b3a4d7282"},
-]
-
 [[package]]
 name = "yarl"
 version = "1.9.4"
@@ -1672,23 +1313,12 @@ files = [
     {file = "zarr-2.18.2.tar.gz", hash = "sha256:9bb393b8a0a38fb121dbb913b047d75db28de9890f6d644a217a73cf4ae74f47"},
 ]
 
-[[package]]
-name = "zict"
-version = "3.0.0"
-requires_python = ">=3.8"
-summary = "Mutable mapping tools"
-groups = ["dask-distibuted"]
-files = [
-    {file = "zict-3.0.0-py2.py3-none-any.whl", hash = "sha256:5796e36bd0e0cc8cf0fbc1ace6a68912611c1dbd74750a3f3026b9b9d6a327ae"},
-    {file = "zict-3.0.0.tar.gz", hash = "sha256:e321e263b6a97aafc0790c3cfb3c04656b7066e6738c37fffcca95d803c9fba5"},
-]
-
 [[package]]
 name = "zipp"
 version = "3.19.2"
 requires_python = ">=3.8"
 summary = "Backport of pathlib-compatible object wrapper for zip files"
-groups = ["default", "dask-distibuted"]
+groups = ["default"]
 marker = "python_version < \"3.12\""
 files = [
     {file = "zipp-3.19.2-py3-none-any.whl", hash = "sha256:f091755f667055f2d02b32c53771a7a6c8b47e1fdbc4b72a8b9072b3eef8015c"},
diff --git a/tests/data.py b/tests/data.py
index c2517ff..78739ee 100644
--- a/tests/data.py
+++ b/tests/data.py
@@ -5,6 +5,8 @@
 import pandas as pd
 import xarray as xr
 
+SCHEMA_VERSION = "v0.5.0"
+
 NX, NY = 10, 8
 NT_ANALYSIS, NT_FORECAST = 5, 12
 NZ = 3
diff --git a/tests/old_config_schema_examples/README.md b/tests/old_config_schema_examples/README.md
new file mode 100644
index 0000000..3e1bed6
--- /dev/null
+++ b/tests/old_config_schema_examples/README.md
@@ -0,0 +1,3 @@
+This directoy should contain config examples with schema versions which are still supported by the current version.
+
+The folder structure is expected to be `{schema_version}/{config_name}.yaml`.
diff --git a/tests/old_config_schema_examples/v0.2.0/example.danra.yaml b/tests/old_config_schema_examples/v0.2.0/example.danra.yaml
new file mode 100644
index 0000000..73aa0df
--- /dev/null
+++ b/tests/old_config_schema_examples/v0.2.0/example.danra.yaml
@@ -0,0 +1,88 @@
+schema_version: v0.2.0
+dataset_version: v0.1.0
+
+output:
+  variables:
+    static: [grid_index, static_feature]
+    state: [time, grid_index, state_feature]
+    forcing: [time, grid_index, forcing_feature]
+  coord_ranges:
+    time:
+      start: 1990-09-03T00:00
+      end: 1990-09-09T00:00
+      step: PT3H
+  chunking:
+    time: 1
+  splitting:
+    dim: time
+    splits:
+      train:
+        start: 1990-09-03T00:00
+        end: 1990-09-06T00:00
+        compute_statistics:
+          ops: [mean, std, diff_mean, diff_std]
+          dims: [grid_index, time]
+      val:
+        start: 1990-09-06T00:00
+        end: 1990-09-07T00:00
+      test:
+        start: 1990-09-07T00:00
+        end: 1990-09-09T00:00
+
+inputs:
+  danra_height_levels:
+    path: https://mllam-test-data.s3.eu-north-1.amazonaws.com/height_levels.zarr
+    dims: [time, x, y, altitude]
+    variables:
+      u:
+        altitude:
+          values: [100,]
+          units: m
+      v:
+        altitude:
+          values: [100, ]
+          units: m
+    dim_mapping:
+      time:
+        method: rename
+        dim: time
+      state_feature:
+        method: stack_variables_by_var_name
+        dims: [altitude]
+        name_format: f"{var_name}{altitude}m"
+      grid_index:
+        method: stack
+        dims: [x, y]
+    target_output_variable: state
+
+  danra_surface:
+    path: https://mllam-test-data.s3.eu-north-1.amazonaws.com/single_levels.zarr
+    dims: [time, x, y]
+    variables:
+      # use surface incoming shortwave radiation as forcing
+      - swavr0m
+    dim_mapping:
+      time:
+        method: rename
+        dim: time
+      grid_index:
+        method: stack
+        dims: [x, y]
+      forcing_feature:
+        method: stack_variables_by_var_name
+        name_format: f"{var_name}"
+    target_output_variable: forcing
+
+  danra_lsm:
+    path: https://mllam-test-data.s3.eu-north-1.amazonaws.com/lsm.zarr
+    dims: [x, y]
+    variables:
+      - lsm
+    dim_mapping:
+      grid_index:
+        method: stack
+        dims: [x, y]
+      static_feature:
+        method: stack_variables_by_var_name
+        name_format: f"{var_name}"
+    target_output_variable: static
diff --git a/tests/test_from_config.py b/tests/test_from_config.py
index 5eb66ba..06cf640 100644
--- a/tests/test_from_config.py
+++ b/tests/test_from_config.py
@@ -1,3 +1,4 @@
+import shutil
 import tempfile
 from pathlib import Path
 
@@ -29,7 +30,7 @@ def test_merging_static_and_surface_analysis():
     t_test_end = testdata.T_END_ANALYSIS
 
     config = dict(
-        schema_version="v0.2.0",
+        schema_version=testdata.SCHEMA_VERSION,
         dataset_version="v0.1.0",
         output=dict(
             variables=dict(
@@ -139,7 +140,7 @@ def test_time_selection(source_data_contains_time_range, time_stepsize):
         t_end_config = t_end_dataset + testdata.DT_ANALYSIS
 
     config = dict(
-        schema_version="v0.2.0",
+        schema_version=testdata.SCHEMA_VERSION,
         dataset_version="v0.1.0",
         output=dict(
             variables=dict(
@@ -215,7 +216,7 @@ def test_feature_collision(use_common_feature_var_name):
         state_feature_var_name = "state_feature"
 
     config = dict(
-        schema_version="v0.2.0",
+        schema_version=testdata.SCHEMA_VERSION,
         dataset_version="v0.1.0",
         output=dict(
             variables=dict(
@@ -280,3 +281,85 @@ def test_danra_example():
     fp_config = Path(__file__).parent.parent / "example.danra.yaml"
     with tempfile.TemporaryDirectory(suffix=".zarr") as tmpdir:
         mdp.create_dataset_zarr(fp_config=fp_config, fp_zarr=tmpdir)
+
+
+@pytest.mark.parametrize("extra_content", [None, {"foobar": {"baz": 42}}])
+def test_optional_extra_section(extra_content):
+    """
+    Test to ensure that the optional `extra` section of the config can contain
+    arbitrary information and is not required for the config to be valid
+    """
+    tmpdir = tempfile.TemporaryDirectory()
+    datasets = testdata.create_data_collection(
+        data_kinds=["static"], fp_root=tmpdir.name
+    )
+
+    config_dict = dict(
+        schema_version=testdata.SCHEMA_VERSION,
+        dataset_version="v0.1.0",
+        output=dict(
+            variables=dict(
+                static=["grid_index", "static_feature"],
+            ),
+        ),
+        inputs=dict(
+            danra_static=dict(
+                path=datasets["static"],
+                dims=["x", "y"],
+                variables=testdata.DEFAULT_STATIC_VARS,
+                dim_mapping=dict(
+                    grid_index=dict(
+                        method="stack",
+                        dims=["x", "y"],
+                    ),
+                    static_feature=dict(
+                        method="stack_variables_by_var_name",
+                        name_format="{var_name}",
+                    ),
+                ),
+                target_output_variable="static",
+            ),
+        ),
+    )
+
+    if extra_content is not None:
+        config_dict["extra"] = extra_content
+
+    # write yaml config to file
+    fn_config = "config.yaml"
+    fp_config = Path(tmpdir.name) / fn_config
+    with open(fp_config, "w") as f:
+        yaml.dump(config_dict, f)
+
+    mdp.create_dataset_zarr(fp_config=fp_config)
+
+
+CONFIG_REVISION_EXAMPLES_PATH = Path(__file__).parent / "old_config_schema_examples"
+
+
+def find_config_revision_examples():
+    """
+    Build a dictionary of examples for each revision of the config schema
+    so that we can check that the examples are valid and up-to-date
+    """
+    examples = {}
+    for fp in CONFIG_REVISION_EXAMPLES_PATH.rglob("*.yaml"):
+        revision = fp.parent.name
+        examples[revision] = fp
+
+    return examples.values()
+
+
+@pytest.mark.parametrize("fp_example", find_config_revision_examples())
+def test_config_revision_examples(fp_example):
+    """
+    Ensure that all the examples (which may be using different config schema
+    versions)in the `config_examples` directory are valid
+    """
+    tmpdir = tempfile.TemporaryDirectory()
+
+    # copy example to tempdir
+    fp_config_copy = Path(tmpdir.name) / fp_example.name
+    shutil.copy(fp_example, fp_config_copy)
+
+    mdp.create_dataset_zarr(fp_config=fp_config_copy)