diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index f1832c1..0de3735 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,13 +1,34 @@
+default_install_hook_types:
+  - pre-commit
+  - commit-msg
+  - pre-push
+
 repos:
--   repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v2.3.0
+  - repo: https://github.com/pre-commit/pre-commit-hooks
+    rev: v4.3.0
     hooks:
-    -   id: check-yaml
-    -   id: check-json
-        exclude : aodn_cloud_optimised/config/dataset/dataset_template.json
-    -   id: end-of-file-fixer
-    -   id: trailing-whitespace
--   repo: https://github.com/psf/black
+      - id: check-yaml
+        files: \.ya?ml$
+      - id: check-json
+        files: \.json$
+        exclude: ^aodn_cloud_optimised/config/dataset/dataset_template.json$
+      - id: end-of-file-fixer
+      - id: trailing-whitespace
+      - id: check-toml
+
+  - repo: https://github.com/psf/black
     rev: 22.10.0
     hooks:
-    -   id: black
+      - id: black
+
+  - repo: https://github.com/python-poetry/poetry
+    rev: '1.8.3'
+    hooks:
+      - id: poetry-export
+        args: ["-f", "requirements.txt"]
+        verbose: true
+      - id: poetry-check
+        args: ["--lock"]
+        verbose: true
+      - id: poetry-lock
+      - id: poetry-install
diff --git a/README.md b/README.md
index 01dc6cf..f2d906b 100644
--- a/README.md
+++ b/README.md
@@ -21,8 +21,18 @@ Requirements:
 mamba env create --file=environment.yml
 mamba activate CloudOptimisedParquet
 
-poetry install
+poetry install --with dev
 ```
+### Update dependencies
+
+1. Update manually the pyproject.toml file with the required package versions
+2. run
+```bash
+poetry update
+```
+to update the poetry.lock file. Commit the changes to poetry.lock
+
+
 # Requirements
 AWS SSO to push files to S3
 
diff --git a/aodn_cloud_optimised/config/dataset/argo_core.json b/aodn_cloud_optimised/config/dataset/argo_core.json
index 069f615..887c446 100644
--- a/aodn_cloud_optimised/config/dataset/argo_core.json
+++ b/aodn_cloud_optimised/config/dataset/argo_core.json
@@ -395,9 +395,6 @@
     },
     "polygon": {
       "type": "string"
-    },
-    "DATA_CENTRE": {
-      "type": "string"
     }
   },
   "dataset_gattrs": {
diff --git a/poetry.lock b/poetry.lock
index d7122b3..b0ebbad 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -142,6 +142,17 @@ files = [
 [package.dependencies]
 frozenlist = ">=1.1.0"
 
+[[package]]
+name = "appnope"
+version = "0.1.4"
+description = "Disable App Nap on macOS >= 10.9"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "appnope-0.1.4-py2.py3-none-any.whl", hash = "sha256:502575ee11cd7a28c0205f379b525beefebab9d161b7c964670864014ed7213c"},
+    {file = "appnope-0.1.4.tar.gz", hash = "sha256:1de3860566df9caf38f01f86f65e0e13e379af54f9e4bee1e66b48f2efffd1ee"},
+]
+
 [[package]]
 name = "asciitree"
 version = "0.3.3"
@@ -182,6 +193,17 @@ tests = ["attrs[tests-no-zope]", "zope-interface"]
 tests-mypy = ["mypy (>=1.6)", "pytest-mypy-plugins"]
 tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
 
+[[package]]
+name = "backcall"
+version = "0.2.0"
+description = "Specifications for callback functions passed in to an API"
+optional = false
+python-versions = "*"
+files = [
+    {file = "backcall-0.2.0-py2.py3-none-any.whl", hash = "sha256:fbbce6a29f263178a1f7915c1940bde0ec2b2a967566fe1c65c1dfb7422bd255"},
+    {file = "backcall-0.2.0.tar.gz", hash = "sha256:5cbdbf27be5e7cfadb448baf0aa95508f91f2bbc6c6437cd9cd06e2a4c215e1e"},
+]
+
 [[package]]
 name = "bokeh"
 version = "3.4.1"
@@ -302,13 +324,13 @@ doc = ["gitpython", "numpydoc", "sphinx"]
 
 [[package]]
 name = "certifi"
-version = "2024.2.2"
+version = "2024.6.2"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "certifi-2024.2.2-py3-none-any.whl", hash = "sha256:dc383c07b76109f368f6106eee2b593b04a011ea4d55f652c6ca24a754d1cdd1"},
-    {file = "certifi-2024.2.2.tar.gz", hash = "sha256:0569859f95fc761b18b45ef421b1290a0f65f147e92a1e5eb3e635f9a5e4e66f"},
+    {file = "certifi-2024.6.2-py3-none-any.whl", hash = "sha256:ddc6c8ce995e6987e7faf5e3f1b02b302836a0e5d98ece18392cb1a36c72ad56"},
+    {file = "certifi-2024.6.2.tar.gz", hash = "sha256:3cd43f1c6fa7dedc5899d69d3ad0398fd018ad1a17fba83ddaf78aa46c747516"},
 ]
 
 [[package]]
@@ -637,13 +659,13 @@ tests = ["pytest", "pytest-cov", "pytest-xdist"]
 
 [[package]]
 name = "dask"
-version = "2024.5.1"
+version = "2024.5.2"
 description = "Parallel PyData with Task Scheduling"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "dask-2024.5.1-py3-none-any.whl", hash = "sha256:af1cadd1fd1d1d44600ff5de43dd029e5668fdf87422131f4e3e3aa2a6a63555"},
-    {file = "dask-2024.5.1.tar.gz", hash = "sha256:e071fda67031c314569e37ca70b3e88bb30f1d91ff8ee4122b541845847cc264"},
+    {file = "dask-2024.5.2-py3-none-any.whl", hash = "sha256:acc2cfe41d9e0151c216ac40396dbe34df13bc3d8c51dfece190349e4f2243af"},
+    {file = "dask-2024.5.2.tar.gz", hash = "sha256:5c9722c44d0195e78b6e54197aa3302e6fcaaac2310fd3014560bcb86253dcb3"},
 ]
 
 [package.dependencies]
@@ -651,7 +673,7 @@ bokeh = {version = ">=2.4.2", optional = true, markers = "extra == \"diagnostics
 click = ">=8.1"
 cloudpickle = ">=1.5.0"
 dask-expr = {version = ">=1.1,<1.2", optional = true, markers = "extra == \"dataframe\""}
-distributed = {version = "2024.5.1", optional = true, markers = "extra == \"distributed\""}
+distributed = {version = "2024.5.2", optional = true, markers = "extra == \"distributed\""}
 fsspec = ">=2021.09.0"
 importlib-metadata = {version = ">=4.13.0", markers = "python_version < \"3.12\""}
 jinja2 = {version = ">=2.10.3", optional = true, markers = "extra == \"diagnostics\""}
@@ -670,25 +692,36 @@ array = ["numpy (>=1.21)"]
 complete = ["dask[array,dataframe,diagnostics,distributed]", "lz4 (>=4.3.2)", "pyarrow (>=7.0)", "pyarrow-hotfix"]
 dataframe = ["dask-expr (>=1.1,<1.2)", "dask[array]", "pandas (>=1.3)"]
 diagnostics = ["bokeh (>=2.4.2)", "jinja2 (>=2.10.3)"]
-distributed = ["distributed (==2024.5.1)"]
+distributed = ["distributed (==2024.5.2)"]
 test = ["pandas[test]", "pre-commit", "pytest", "pytest-cov", "pytest-rerunfailures", "pytest-timeout", "pytest-xdist"]
 
 [[package]]
 name = "dask-expr"
-version = "1.1.1"
+version = "1.1.2"
 description = "High Level Expressions for Dask"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "dask_expr-1.1.1-py3-none-any.whl", hash = "sha256:455842bff0795309f75f78f98d9be235210e01ad93da9b5a74f8cdaa594ab958"},
-    {file = "dask_expr-1.1.1.tar.gz", hash = "sha256:30acb27c19ef3f44681cddd46597395b2da976d426e050e684e2044ebe033f3a"},
+    {file = "dask_expr-1.1.2-py3-none-any.whl", hash = "sha256:3be69fb2d449b5edf4404e953b7f6e688426872c6eb10f239539ead716a06f7a"},
+    {file = "dask_expr-1.1.2.tar.gz", hash = "sha256:ce2e3803b638cdc67bc75326e1b0d36ea9d231fdddf086e727145a5a2769bed4"},
 ]
 
 [package.dependencies]
-dask = "2024.5.1"
+dask = "2024.5.2"
 pandas = ">=2"
 pyarrow = ">=7.0.0"
 
+[[package]]
+name = "decorator"
+version = "5.1.1"
+description = "Decorators for Humans"
+optional = false
+python-versions = ">=3.5"
+files = [
+    {file = "decorator-5.1.1-py3-none-any.whl", hash = "sha256:b8c3f85900b9dc423225913c5aace94729fe1fa9763b38939a95226f02d37186"},
+    {file = "decorator-5.1.1.tar.gz", hash = "sha256:637996211036b6385ef91435e4fae22989472f9d571faba8927ba8253acbc330"},
+]
+
 [[package]]
 name = "distlib"
 version = "0.3.8"
@@ -702,19 +735,19 @@ files = [
 
 [[package]]
 name = "distributed"
-version = "2024.5.1"
+version = "2024.5.2"
 description = "Distributed scheduler for Dask"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "distributed-2024.5.1-py3-none-any.whl", hash = "sha256:cf77583ce67f6696aa716c30f1cba3403ac866241c00d6e9a0bc1500c6818b40"},
-    {file = "distributed-2024.5.1.tar.gz", hash = "sha256:c4e641e5fc014de3b43c584c70f703a7d44557b51b1143db812b8bc861aa84e2"},
+    {file = "distributed-2024.5.2-py3-none-any.whl", hash = "sha256:c0fd59d5c34179d9c9b5dc5acb42a00a06d163107b79f66c2dc73e9479a92286"},
+    {file = "distributed-2024.5.2.tar.gz", hash = "sha256:4cee41093e98340d04d9254012c7d521065f64b3f33546dd0b02b00becb41e21"},
 ]
 
 [package.dependencies]
 click = ">=8.0"
 cloudpickle = ">=1.5.0"
-dask = "2024.5.1"
+dask = "2024.5.2"
 jinja2 = ">=2.10.3"
 locket = ">=1.0.0"
 msgpack = ">=1.0.0"
@@ -808,53 +841,53 @@ test = ["netCDF4"]
 
 [[package]]
 name = "fonttools"
-version = "4.52.4"
+version = "4.53.0"
 description = "Tools to manipulate font files"
 optional = false
 python-versions = ">=3.8"
 files = [
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-    {file = "fonttools-4.52.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:5ecb88318ff249bd2a715e7aec36774ce7ae3441128007ef72a39a60601f4a8f"},
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-    {file = "fonttools-4.52.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8873d6edd1dae5c088dd3d61c9fd4dd80c827c486fa224d368233e7f33dc98af"},
-    {file = "fonttools-4.52.4-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:73ba38b98c012957940a04d9eb5439b42565ac892bba8cfc32e10d88e73921fe"},
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 ]
 
 [package.extras]
@@ -959,13 +992,13 @@ files = [
 
 [[package]]
 name = "fsspec"
-version = "2024.5.0"
+version = "2024.6.0"
 description = "File-system specification"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "fsspec-2024.5.0-py3-none-any.whl", hash = "sha256:e0fdbc446d67e182f49a70b82cf7889028a63588fde6b222521f10937b2b670c"},
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+    {file = "fsspec-2024.6.0-py3-none-any.whl", hash = "sha256:58d7122eb8a1a46f7f13453187bfea4972d66bf01618d37366521b1998034cee"},
+    {file = "fsspec-2024.6.0.tar.gz", hash = "sha256:f579960a56e6d8038a9efc8f9c77279ec12e6299aa86b0769a7e9c46b94527c2"},
 ]
 
 [package.extras]
@@ -974,6 +1007,7 @@ adl = ["adlfs"]
 arrow = ["pyarrow (>=1)"]
 dask = ["dask", "distributed"]
 dev = ["pre-commit", "ruff"]
+doc = ["numpydoc", "sphinx", "sphinx-design", "sphinx-rtd-theme", "yarl"]
 dropbox = ["dropbox", "dropboxdrivefs", "requests"]
 full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "dask", "distributed", "dropbox", "dropboxdrivefs", "fusepy", "gcsfs", "libarchive-c", "ocifs", "panel", "paramiko", "pyarrow (>=1)", "pygit2", "requests", "s3fs", "smbprotocol", "tqdm"]
 fuse = ["fusepy"]
@@ -1134,6 +1168,77 @@ files = [
     {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"},
 ]
 
+[[package]]
+name = "ipdb"
+version = "0.13.13"
+description = "IPython-enabled pdb"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+files = [
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+    {file = "ipdb-0.13.13.tar.gz", hash = "sha256:e3ac6018ef05126d442af680aad863006ec19d02290561ac88b8b1c0b0cfc726"},
+]
+
+[package.dependencies]
+decorator = {version = "*", markers = "python_version > \"3.6\" and python_version < \"3.11\""}
+ipython = {version = ">=7.31.1", markers = "python_version > \"3.6\" and python_version < \"3.11\""}
+tomli = {version = "*", markers = "python_version > \"3.6\" and python_version < \"3.11\""}
+
+[[package]]
+name = "ipython"
+version = "7.34.0"
+description = "IPython: Productive Interactive Computing"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "ipython-7.34.0-py3-none-any.whl", hash = "sha256:c175d2440a1caff76116eb719d40538fbb316e214eda85c5515c303aacbfb23e"},
+    {file = "ipython-7.34.0.tar.gz", hash = "sha256:af3bdb46aa292bce5615b1b2ebc76c2080c5f77f54bda2ec72461317273e7cd6"},
+]
+
+[package.dependencies]
+appnope = {version = "*", markers = "sys_platform == \"darwin\""}
+backcall = "*"
+colorama = {version = "*", markers = "sys_platform == \"win32\""}
+decorator = "*"
+jedi = ">=0.16"
+matplotlib-inline = "*"
+pexpect = {version = ">4.3", markers = "sys_platform != \"win32\""}
+pickleshare = "*"
+prompt-toolkit = ">=2.0.0,<3.0.0 || >3.0.0,<3.0.1 || >3.0.1,<3.1.0"
+pygments = "*"
+setuptools = ">=18.5"
+traitlets = ">=4.2"
+
+[package.extras]
+all = ["Sphinx (>=1.3)", "ipykernel", "ipyparallel", "ipywidgets", "nbconvert", "nbformat", "nose (>=0.10.1)", "notebook", "numpy (>=1.17)", "pygments", "qtconsole", "requests", "testpath"]
+doc = ["Sphinx (>=1.3)"]
+kernel = ["ipykernel"]
+nbconvert = ["nbconvert"]
+nbformat = ["nbformat"]
+notebook = ["ipywidgets", "notebook"]
+parallel = ["ipyparallel"]
+qtconsole = ["qtconsole"]
+test = ["ipykernel", "nbformat", "nose (>=0.10.1)", "numpy (>=1.17)", "pygments", "requests", "testpath"]
+
+[[package]]
+name = "jedi"
+version = "0.19.1"
+description = "An autocompletion tool for Python that can be used for text editors."
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "jedi-0.19.1-py2.py3-none-any.whl", hash = "sha256:e983c654fe5c02867aef4cdfce5a2fbb4a50adc0af145f70504238f18ef5e7e0"},
+    {file = "jedi-0.19.1.tar.gz", hash = "sha256:cf0496f3651bc65d7174ac1b7d043eff454892c708a87d1b683e57b569927ffd"},
+]
+
+[package.dependencies]
+parso = ">=0.8.3,<0.9.0"
+
+[package.extras]
+docs = ["Jinja2 (==2.11.3)", "MarkupSafe (==1.1.1)", "Pygments (==2.8.1)", "alabaster (==0.7.12)", "babel (==2.9.1)", "chardet (==4.0.0)", "commonmark (==0.8.1)", "docutils (==0.17.1)", "future (==0.18.2)", "idna (==2.10)", "imagesize (==1.2.0)", "mock (==1.0.1)", "packaging (==20.9)", "pyparsing (==2.4.7)", "pytz (==2021.1)", "readthedocs-sphinx-ext (==2.1.4)", "recommonmark (==0.5.0)", "requests (==2.25.1)", "six (==1.15.0)", "snowballstemmer (==2.1.0)", "sphinx (==1.8.5)", "sphinx-rtd-theme (==0.4.3)", "sphinxcontrib-serializinghtml (==1.1.4)", "sphinxcontrib-websupport (==1.2.4)", "urllib3 (==1.26.4)"]
+qa = ["flake8 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"]
+testing = ["Django", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
+
 [[package]]
 name = "jinja2"
 version = "3.1.4"
@@ -1522,6 +1627,20 @@ python-dateutil = ">=2.7"
 [package.extras]
 dev = ["meson-python (>=0.13.1)", "numpy (>=1.25)", "pybind11 (>=2.6)", "setuptools (>=64)", "setuptools_scm (>=7)"]
 
+[[package]]
+name = "matplotlib-inline"
+version = "0.1.7"
+description = "Inline Matplotlib backend for Jupyter"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "matplotlib_inline-0.1.7-py3-none-any.whl", hash = "sha256:df192d39a4ff8f21b1895d72e6a13f5fcc5099f00fa84384e0ea28c2cc0653ca"},
+    {file = "matplotlib_inline-0.1.7.tar.gz", hash = "sha256:8423b23ec666be3d16e16b60bdd8ac4e86e840ebd1dd11a30b9f117f2fa0ab90"},
+]
+
+[package.dependencies]
+traitlets = "*"
+
 [[package]]
 name = "msgpack"
 version = "1.0.8"
@@ -2073,6 +2192,21 @@ sql-other = ["SQLAlchemy (>=2.0.0)", "adbc-driver-postgresql (>=0.8.0)", "adbc-d
 test = ["hypothesis (>=6.46.1)", "pytest (>=7.3.2)", "pytest-xdist (>=2.2.0)"]
 xml = ["lxml (>=4.9.2)"]
 
+[[package]]
+name = "parso"
+version = "0.8.4"
+description = "A Python Parser"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "parso-0.8.4-py2.py3-none-any.whl", hash = "sha256:a418670a20291dacd2dddc80c377c5c3791378ee1e8d12bffc35420643d43f18"},
+    {file = "parso-0.8.4.tar.gz", hash = "sha256:eb3a7b58240fb99099a345571deecc0f9540ea5f4dd2fe14c2a99d6b281ab92d"},
+]
+
+[package.extras]
+qa = ["flake8 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"]
+testing = ["docopt", "pytest"]
+
 [[package]]
 name = "partd"
 version = "1.4.2"
@@ -2091,6 +2225,31 @@ toolz = "*"
 [package.extras]
 complete = ["blosc", "numpy (>=1.20.0)", "pandas (>=1.3)", "pyzmq"]
 
+[[package]]
+name = "pexpect"
+version = "4.9.0"
+description = "Pexpect allows easy control of interactive console applications."
+optional = false
+python-versions = "*"
+files = [
+    {file = "pexpect-4.9.0-py2.py3-none-any.whl", hash = "sha256:7236d1e080e4936be2dc3e326cec0af72acf9212a7e1d060210e70a47e253523"},
+    {file = "pexpect-4.9.0.tar.gz", hash = "sha256:ee7d41123f3c9911050ea2c2dac107568dc43b2d3b0c7557a33212c398ead30f"},
+]
+
+[package.dependencies]
+ptyprocess = ">=0.5"
+
+[[package]]
+name = "pickleshare"
+version = "0.7.5"
+description = "Tiny 'shelve'-like database with concurrency support"
+optional = false
+python-versions = "*"
+files = [
+    {file = "pickleshare-0.7.5-py2.py3-none-any.whl", hash = "sha256:9649af414d74d4df115d5d718f82acb59c9d418196b7b4290ed47a12ce62df56"},
+    {file = "pickleshare-0.7.5.tar.gz", hash = "sha256:87683d47965c1da65cdacaf31c8441d12b8044cdec9aca500cd78fc2c683afca"},
+]
+
 [[package]]
 name = "pillow"
 version = "10.3.0"
@@ -2247,6 +2406,20 @@ nodeenv = ">=0.11.1"
 pyyaml = ">=5.1"
 virtualenv = ">=20.10.0"
 
+[[package]]
+name = "prompt-toolkit"
+version = "3.0.45"
+description = "Library for building powerful interactive command lines in Python"
+optional = false
+python-versions = ">=3.7.0"
+files = [
+    {file = "prompt_toolkit-3.0.45-py3-none-any.whl", hash = "sha256:a29b89160e494e3ea8622b09fa5897610b437884dcdcd054fdc1308883326c2a"},
+    {file = "prompt_toolkit-3.0.45.tar.gz", hash = "sha256:07c60ee4ab7b7e90824b61afa840c8f5aad2d46b3e2e10acc33d8ecc94a49089"},
+]
+
+[package.dependencies]
+wcwidth = "*"
+
 [[package]]
 name = "psutil"
 version = "5.9.8"
@@ -2275,6 +2448,17 @@ files = [
 [package.extras]
 test = ["enum34", "ipaddress", "mock", "pywin32", "wmi"]
 
+[[package]]
+name = "ptyprocess"
+version = "0.7.0"
+description = "Run a subprocess in a pseudo terminal"
+optional = false
+python-versions = "*"
+files = [
+    {file = "ptyprocess-0.7.0-py2.py3-none-any.whl", hash = "sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35"},
+    {file = "ptyprocess-0.7.0.tar.gz", hash = "sha256:5c5d0a3b48ceee0b48485e0c26037c0acd7d29765ca3fbb5cb3831d347423220"},
+]
+
 [[package]]
 name = "pyarrow"
 version = "16.0.0"
@@ -2334,6 +2518,20 @@ files = [
     {file = "pyarrow_hotfix-0.6.tar.gz", hash = "sha256:79d3e030f7ff890d408a100ac16d6f00b14d44a502d7897cd9fc3e3a534e9945"},
 ]
 
+[[package]]
+name = "pygments"
+version = "2.18.0"
+description = "Pygments is a syntax highlighting package written in Python."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "pygments-2.18.0-py3-none-any.whl", hash = "sha256:b8e6aca0523f3ab76fee51799c488e38782ac06eafcf95e7ba832985c8e7b13a"},
+    {file = "pygments-2.18.0.tar.gz", hash = "sha256:786ff802f32e91311bff3889f6e9a86e81505fe99f2735bb6d60ae0c5004f199"},
+]
+
+[package.extras]
+windows-terminal = ["colorama (>=0.4.6)"]
+
 [[package]]
 name = "pyparsing"
 version = "3.1.2"
@@ -2693,45 +2891,45 @@ files = [
 
 [[package]]
 name = "ruff"
-version = "0.4.6"
+version = "0.4.7"
 description = "An extremely fast Python linter and code formatter, written in Rust."
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "ruff-0.4.6-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:ef995583a038cd4a7edf1422c9e19118e2511b8ba0b015861b4abd26ec5367c5"},
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+    {file = "ruff-0.4.7-py3-none-manylinux_2_17_ppc64.manylinux2014_ppc64.whl", hash = "sha256:fa4dafe3fe66d90e2e2b63fa1591dd6e3f090ca2128daa0be33db894e6c18648"},
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+    {file = "ruff-0.4.7-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:ad1b20e66a44057c326168437d680a2166c177c939346b19c0d6b08a62a37589"},
+    {file = "ruff-0.4.7-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cbf5d818553add7511c38b05532d94a407f499d1a76ebb0cad0374e32bc67202"},
+    {file = "ruff-0.4.7-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:50e9651578b629baec3d1513b2534de0ac7ed7753e1382272b8d609997e27e83"},
+    {file = "ruff-0.4.7-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:8874a9df7766cb956b218a0a239e0a5d23d9e843e4da1e113ae1d27ee420877a"},
+    {file = "ruff-0.4.7-py3-none-musllinux_1_2_i686.whl", hash = "sha256:b9de9a6e49f7d529decd09381c0860c3f82fa0b0ea00ea78409b785d2308a567"},
+    {file = "ruff-0.4.7-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:13a1768b0691619822ae6d446132dbdfd568b700ecd3652b20d4e8bc1e498f78"},
+    {file = "ruff-0.4.7-py3-none-win32.whl", hash = "sha256:769e5a51df61e07e887b81e6f039e7ed3573316ab7dd9f635c5afaa310e4030e"},
+    {file = "ruff-0.4.7-py3-none-win_amd64.whl", hash = "sha256:9e3ab684ad403a9ed1226894c32c3ab9c2e0718440f6f50c7c5829932bc9e054"},
+    {file = "ruff-0.4.7-py3-none-win_arm64.whl", hash = "sha256:10f2204b9a613988e3484194c2c9e96a22079206b22b787605c255f130db5ed7"},
+    {file = "ruff-0.4.7.tar.gz", hash = "sha256:2331d2b051dc77a289a653fcc6a42cce357087c5975738157cd966590b18b5e1"},
 ]
 
 [[package]]
 name = "s3fs"
-version = "2024.5.0"
+version = "2024.6.0"
 description = "Convenient Filesystem interface over S3"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "s3fs-2024.5.0-py3-none-any.whl", hash = "sha256:edccd9cc9f33a344a090e54b71e9f507e5b2d79369353b0e101237b20a720bc6"},
-    {file = "s3fs-2024.5.0.tar.gz", hash = "sha256:b03471ae0d066b275b7dd0b0383cc5a93538ef40b2f6e730ce447bce849c1e32"},
+    {file = "s3fs-2024.6.0-py3-none-any.whl", hash = "sha256:8d5f591956a61c7d64097eff4847598826f09d60b4ce9a16202565693569f6d4"},
+    {file = "s3fs-2024.6.0.tar.gz", hash = "sha256:a59020ededc61e9666f1e473ce4aa28764e5f7b3c97414beb15cd9be522a87b6"},
 ]
 
 [package.dependencies]
 aiobotocore = ">=2.5.4,<3.0.0"
 aiohttp = "<4.0.0a0 || >4.0.0a0,<4.0.0a1 || >4.0.0a1"
-fsspec = "==2024.5.0.*"
+fsspec = "==2024.6.0.*"
 
 [package.extras]
 awscli = ["aiobotocore[awscli] (>=2.5.4,<3.0.0)"]
@@ -2817,6 +3015,21 @@ dev = ["flake8", "flit", "mypy", "pandas-stubs", "pre-commit", "pytest", "pytest
 docs = ["ipykernel", "nbconvert", "numpydoc", "pydata_sphinx_theme (==0.10.0rc2)", "pyyaml", "sphinx (<6.0.0)", "sphinx-copybutton", "sphinx-design", "sphinx-issues"]
 stats = ["scipy (>=1.7)", "statsmodels (>=0.12)"]
 
+[[package]]
+name = "setuptools"
+version = "70.0.0"
+description = "Easily download, build, install, upgrade, and uninstall Python packages"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "setuptools-70.0.0-py3-none-any.whl", hash = "sha256:54faa7f2e8d2d11bcd2c07bed282eef1046b5c080d1c32add737d7b5817b1ad4"},
+    {file = "setuptools-70.0.0.tar.gz", hash = "sha256:f211a66637b8fa059bb28183da127d4e86396c991a942b028c6650d4319c3fd0"},
+]
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "pyproject-hooks (!=1.1)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
+testing = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "importlib-metadata", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "mypy (==1.9)", "packaging (>=23.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.1)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-home (>=0.5)", "pytest-mypy", "pytest-perf", "pytest-ruff (>=0.2.1)", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
+
 [[package]]
 name = "shapely"
 version = "2.0.4"
@@ -2949,15 +3162,30 @@ files = [
     {file = "tornado-6.4.tar.gz", hash = "sha256:72291fa6e6bc84e626589f1c29d90a5a6d593ef5ae68052ee2ef000dfd273dee"},
 ]
 
+[[package]]
+name = "traitlets"
+version = "5.14.3"
+description = "Traitlets Python configuration system"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "traitlets-5.14.3-py3-none-any.whl", hash = "sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f"},
+    {file = "traitlets-5.14.3.tar.gz", hash = "sha256:9ed0579d3502c94b4b3732ac120375cda96f923114522847de4b3bb98b96b6b7"},
+]
+
+[package.extras]
+docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
+test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,<8.2)", "pytest-mock", "pytest-mypy-testing"]
+
 [[package]]
 name = "typing-extensions"
-version = "4.12.0"
+version = "4.12.1"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "typing_extensions-4.12.0-py3-none-any.whl", hash = "sha256:b349c66bea9016ac22978d800cfff206d5f9816951f12a7d0ec5578b0a819594"},
-    {file = "typing_extensions-4.12.0.tar.gz", hash = "sha256:8cbcdc8606ebcb0d95453ad7dc5065e6237b6aa230a31e81d0f440c30fed5fd8"},
+    {file = "typing_extensions-4.12.1-py3-none-any.whl", hash = "sha256:6024b58b69089e5a89c347397254e35f1bf02a907728ec7fee9bf0fe837d203a"},
+    {file = "typing_extensions-4.12.1.tar.gz", hash = "sha256:915f5e35ff76f56588223f15fdd5938f9a1cf9195c0de25130c627e4d597f6d1"},
 ]
 
 [[package]]
@@ -3008,6 +3236,17 @@ platformdirs = ">=3.9.1,<5"
 docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.2,!=7.3)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"]
 test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8)", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10)"]
 
+[[package]]
+name = "wcwidth"
+version = "0.2.13"
+description = "Measures the displayed width of unicode strings in a terminal"
+optional = false
+python-versions = "*"
+files = [
+    {file = "wcwidth-0.2.13-py2.py3-none-any.whl", hash = "sha256:3da69048e4540d84af32131829ff948f1e022c1c6bdb8d6102117aac784f6859"},
+    {file = "wcwidth-0.2.13.tar.gz", hash = "sha256:72ea0c06399eb286d978fdedb6923a9eb47e1c486ce63e9b4e64fc18303972b5"},
+]
+
 [[package]]
 name = "wrapt"
 version = "1.16.0"
@@ -3283,24 +3522,20 @@ files = [
 
 [[package]]
 name = "zipp"
-version = "3.19.0"
+version = "3.19.1"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "zipp-3.19.0-py3-none-any.whl", hash = "sha256:96dc6ad62f1441bcaccef23b274ec471518daf4fbbc580341204936a5a3dddec"},
-    {file = "zipp-3.19.0.tar.gz", hash = "sha256:952df858fb3164426c976d9338d3961e8e8b3758e2e059e0f754b8c4262625ee"},
+    {file = "zipp-3.19.1-py3-none-any.whl", hash = "sha256:2828e64edb5386ea6a52e7ba7cdb17bb30a73a858f5eb6eb93d8d36f5ea26091"},
+    {file = "zipp-3.19.1.tar.gz", hash = "sha256:35427f6d5594f4acf82d25541438348c26736fa9b3afa2754bcd63cdb99d8e8f"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
-
-[extras]
-interactive = []
-testing = []
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+test = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
 
 [metadata]
 lock-version = "2.0"
 python-versions = "==3.10.14"
-content-hash = "d8dba6808e504b980ff6e94baf3842075a7101a2fabc4bbc2edc9064557e966e"
+content-hash = "7dc4b00a7c40ae9db4a6dc2df451d1e5996b66a3ea955a220a7e310cb5c11951"
diff --git a/pyproject.toml b/pyproject.toml
index 4ae006b..fe30124 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -44,9 +44,15 @@ shapely = ">=2.0.4"
 xarray = { version = ">=2024.3.0", extras = ["complete"] }
 zarr = ">=2.18.0"
 
-[tool.poetry.extras]
-testing = ["pytest", "ipython", "ipdb"]
-interactive = ["pytest", "ipython", "ipdb"]
+[tool.poetry.dev-dependencies]
+pytest = "^8.2.1"
+ipdb = "^0.13"
+ipython = "^7.5.3"
+
+
+#[tool.poetry.extras]
+#testing = ["pytest", "ipython", "ipdb"]
+#interactive = ["pytest", "ipython", "ipdb"]
 
 
 [tool.poetry.scripts]
@@ -63,13 +69,13 @@ soop_xbt_nrt_to_parquet = "aodn_cloud_optimised.bin.soop_xbt_nrt_to_parquet:main
 srs_oc_ljco_to_parquet = "aodn_cloud_optimised.bin.srs_oc_ljco_to_parquet:main"
 srs_l3s_1d_dn_to_zarr = "aodn_cloud_optimised.bin.srs_l3s_1d_dn_to_zarr:main"
 
-
 #[tool.poetry.include]
 #data = ["aodn_cloud_optimised/config/*.json", "aodn_cloud_optimised/config/dataset/*.json"]
 
 [tool.poetry.group.dev.dependencies]
 pytest = "^8.2.1"
 coverage = "^7.5.3"
+pre-commit = "^3.7.1"
 
 [tool.pre_commit]
 version = "2.3.0"
diff --git a/requirements.txt b/requirements.txt
index 227226f..108df31 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -8,16 +8,16 @@ attrs==23.2.0 ; python_full_version == "3.10.14"
 bokeh==3.4.1 ; python_full_version == "3.10.14"
 boto3==1.34.106 ; python_full_version == "3.10.14"
 botocore==1.34.106 ; python_full_version == "3.10.14"
-certifi==2024.2.2 ; python_full_version == "3.10.14"
+certifi==2024.6.2 ; python_full_version == "3.10.14"
 cftime==1.6.3 ; python_full_version == "3.10.14"
 click==8.1.7 ; python_full_version == "3.10.14"
 cloudpickle==3.0.0 ; python_full_version == "3.10.14"
 colorama==0.4.6 ; python_full_version == "3.10.14" and platform_system == "Windows"
 contourpy==1.2.1 ; python_full_version == "3.10.14"
-dask[array,diagnostics]==2024.5.1 ; python_full_version == "3.10.14"
+dask[array,diagnostics]==2024.5.2 ; python_full_version == "3.10.14"
 fasteners==0.19 ; sys_platform != "emscripten" and python_full_version == "3.10.14"
 frozenlist==1.4.1 ; python_full_version == "3.10.14"
-fsspec==2024.5.0 ; python_full_version == "3.10.14"
+fsspec==2024.6.0 ; python_full_version == "3.10.14"
 h5netcdf==1.3.0 ; python_full_version == "3.10.14"
 h5py==3.11.0 ; python_full_version == "3.10.14"
 idna==3.7 ; python_full_version == "3.10.14"
@@ -44,7 +44,7 @@ pyyaml==6.0.1 ; python_full_version == "3.10.14"
 rechunker==0.5.2 ; python_full_version == "3.10.14"
 referencing==0.35.1 ; python_full_version == "3.10.14"
 rpds-py==0.18.1 ; python_full_version == "3.10.14"
-s3fs==2024.5.0 ; python_full_version == "3.10.14"
+s3fs==2024.6.0 ; python_full_version == "3.10.14"
 s3transfer==0.10.1 ; python_full_version == "3.10.14"
 scipy==1.13.1 ; python_full_version == "3.10.14"
 shapely==2.0.4 ; python_full_version == "3.10.14"
@@ -58,4 +58,4 @@ xarray[complete]==2024.5.0 ; python_full_version == "3.10.14"
 xyzservices==2024.4.0 ; python_full_version == "3.10.14"
 yarl==1.9.4 ; python_full_version == "3.10.14"
 zarr==2.18.2 ; python_full_version == "3.10.14"
-zipp==3.19.0 ; python_full_version == "3.10.14"
+zipp==3.19.1 ; python_full_version == "3.10.14"
diff --git a/test_aodn_cloud_optimised/resources/argo_core.json b/test_aodn_cloud_optimised/resources/argo_core.json
index 936aa53..db6f54f 100644
--- a/test_aodn_cloud_optimised/resources/argo_core.json
+++ b/test_aodn_cloud_optimised/resources/argo_core.json
@@ -384,9 +384,6 @@
     },
     "polygon": {
       "type": "string"
-    },
-    "DATA_CENTRE": {
-      "type": "string"
     }
   },
   "dataset_gattrs": {