diff --git a/.gitattributes b/.gitattributes
index 1b26c5357cd6008c597561d6d8ba13f460c5e8f3..4cb7abe047d5f380590bbb7c8a729c4b656c1ea3 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -89,3 +89,4 @@ global_era5_1_mdp_config.zarr/forcing/0.3.0 filter=lfs diff=lfs merge=lfs -text
 global_era5_1_mdp_config.zarr/forcing/0.0.0 filter=lfs diff=lfs merge=lfs -text
 global_era5_1_mdp_config.zarr/forcing/0.30.0 filter=lfs diff=lfs merge=lfs -text
 global_era5_1_mdp_config.zarr/forcing/0.20.0 filter=lfs diff=lfs merge=lfs -text
+global_ocean_1_mdp_config.zarr/static/0.0 filter=lfs diff=lfs merge=lfs -text
diff --git a/global_ocean_1_mdp_config.zarr/forcing/.zarray b/global_ocean_1_mdp_config.zarr/forcing/.zarray
new file mode 100644
index 0000000000000000000000000000000000000000..27075f15ef66d7bdcc252cea0a1f921e110f1196
--- /dev/null
+++ b/global_ocean_1_mdp_config.zarr/forcing/.zarray
@@ -0,0 +1,24 @@
+{
+    "chunks": [
+        2,
+        1,
+        61200
+    ],
+    "compressor": {
+        "blocksize": 0,
+        "clevel": 1,
+        "cname": "zstd",
+        "id": "blosc",
+        "shuffle": 2
+    },
+    "dtype": "<f8",
+    "fill_value": "NaN",
+    "filters": null,
+    "order": "C",
+    "shape": [
+        2,
+        31,
+        61200
+    ],
+    "zarr_format": 2
+}
\ No newline at end of file
diff --git a/global_ocean_1_mdp_config.zarr/forcing/0.0.0 b/global_ocean_1_mdp_config.zarr/forcing/0.0.0
new file mode 100644
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diff --git a/global_ocean_1_mdp_config.zarr/forcing/0.15.0 b/global_ocean_1_mdp_config.zarr/forcing/0.15.0
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diff --git a/global_ocean_1_mdp_config.zarr/forcing/0.16.0 b/global_ocean_1_mdp_config.zarr/forcing/0.16.0
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diff --git a/global_ocean_1_mdp_config.zarr/forcing/0.17.0 b/global_ocean_1_mdp_config.zarr/forcing/0.17.0
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diff --git a/global_ocean_1_mdp_config.zarr/forcing/0.2.0 b/global_ocean_1_mdp_config.zarr/forcing/0.2.0
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diff --git a/global_ocean_1_mdp_config.zarr/forcing/0.20.0 b/global_ocean_1_mdp_config.zarr/forcing/0.20.0
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diff --git a/global_ocean_1_mdp_config.zarr/forcing/0.21.0 b/global_ocean_1_mdp_config.zarr/forcing/0.21.0
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diff --git a/global_ocean_1_mdp_config.zarr/forcing/0.23.0 b/global_ocean_1_mdp_config.zarr/forcing/0.23.0
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diff --git a/global_ocean_1_mdp_config.zarr/forcing/0.24.0 b/global_ocean_1_mdp_config.zarr/forcing/0.24.0
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diff --git a/global_ocean_1_mdp_config.zarr/forcing/0.25.0 b/global_ocean_1_mdp_config.zarr/forcing/0.25.0
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diff --git a/global_ocean_1_mdp_config.zarr/forcing/0.3.0 b/global_ocean_1_mdp_config.zarr/forcing/0.3.0
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diff --git a/global_ocean_1_mdp_config.zarr/forcing/0.5.0 b/global_ocean_1_mdp_config.zarr/forcing/0.5.0
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diff --git a/global_ocean_1_mdp_config.zarr/forcing/0.6.0 b/global_ocean_1_mdp_config.zarr/forcing/0.6.0
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diff --git a/global_ocean_1_mdp_config.zarr/forcing/0.7.0 b/global_ocean_1_mdp_config.zarr/forcing/0.7.0
new file mode 100644
index 0000000000000000000000000000000000000000..8f82d04441257e5cb23fecd6b143355c41e99cf6
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diff --git a/global_ocean_1_mdp_config.zarr/forcing/0.8.0 b/global_ocean_1_mdp_config.zarr/forcing/0.8.0
new file mode 100644
index 0000000000000000000000000000000000000000..95a728d8a5a33e410c698f119073d191ac3e337d
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diff --git a/global_ocean_1_mdp_config.zarr/forcing/0.9.0 b/global_ocean_1_mdp_config.zarr/forcing/0.9.0
new file mode 100644
index 0000000000000000000000000000000000000000..493e5743c845f991ffdf2fd96ece7bbcd62435e9
Binary files /dev/null and b/global_ocean_1_mdp_config.zarr/forcing/0.9.0 differ
diff --git a/global_ocean_1_mdp_config.zarr/forcing__train__mean/.zarray b/global_ocean_1_mdp_config.zarr/forcing__train__mean/.zarray
new file mode 100644
index 0000000000000000000000000000000000000000..9cdc3876466ea4a03030f9ba5a38f0b6e87c714e
--- /dev/null
+++ b/global_ocean_1_mdp_config.zarr/forcing__train__mean/.zarray
@@ -0,0 +1,20 @@
+{
+    "chunks": [
+        2
+    ],
+    "compressor": {
+        "blocksize": 0,
+        "clevel": 1,
+        "cname": "zstd",
+        "id": "blosc",
+        "shuffle": 2
+    },
+    "dtype": "<f8",
+    "fill_value": "NaN",
+    "filters": null,
+    "order": "C",
+    "shape": [
+        2
+    ],
+    "zarr_format": 2
+}
\ No newline at end of file
diff --git a/global_ocean_1_mdp_config.zarr/forcing__train__mean/.zattrs b/global_ocean_1_mdp_config.zarr/forcing__train__mean/.zattrs
new file mode 100644
index 0000000000000000000000000000000000000000..e0ae3a55d0160d782286236ccd89966cc120ba91
--- /dev/null
+++ b/global_ocean_1_mdp_config.zarr/forcing__train__mean/.zattrs
@@ -0,0 +1,6 @@
+{
+    "_ARRAY_DIMENSIONS": [
+        "forcing_feature"
+    ],
+    "coordinates": "forcing_feature_long_name forcing_feature_source_dataset forcing_feature_units"
+}
\ No newline at end of file
diff --git a/global_ocean_1_mdp_config.zarr/forcing__train__mean/0 b/global_ocean_1_mdp_config.zarr/forcing__train__mean/0
new file mode 100644
index 0000000000000000000000000000000000000000..9887e1244fc6c09a43976df73d40a54054b62011
Binary files /dev/null and b/global_ocean_1_mdp_config.zarr/forcing__train__mean/0 differ
diff --git a/global_ocean_1_mdp_config.zarr/forcing_feature_source_dataset/.zarray b/global_ocean_1_mdp_config.zarr/forcing_feature_source_dataset/.zarray
new file mode 100644
index 0000000000000000000000000000000000000000..004b7c1fabbf886568812534e357a8826df2596f
--- /dev/null
+++ b/global_ocean_1_mdp_config.zarr/forcing_feature_source_dataset/.zarray
@@ -0,0 +1,20 @@
+{
+    "chunks": [
+        2
+    ],
+    "compressor": {
+        "blocksize": 0,
+        "clevel": 5,
+        "cname": "lz4",
+        "id": "blosc",
+        "shuffle": 1
+    },
+    "dtype": "<U7",
+    "fill_value": null,
+    "filters": null,
+    "order": "C",
+    "shape": [
+        2
+    ],
+    "zarr_format": 2
+}
\ No newline at end of file
diff --git a/global_ocean_1_mdp_config.zarr/forcing_feature_source_dataset/.zattrs b/global_ocean_1_mdp_config.zarr/forcing_feature_source_dataset/.zattrs
new file mode 100644
index 0000000000000000000000000000000000000000..40093cc39e1df1992312e79ba97ce811d60ed852
--- /dev/null
+++ b/global_ocean_1_mdp_config.zarr/forcing_feature_source_dataset/.zattrs
@@ -0,0 +1,5 @@
+{
+    "_ARRAY_DIMENSIONS": [
+        "forcing_feature"
+    ]
+}
\ No newline at end of file
diff --git a/global_ocean_1_mdp_config.zarr/forcing_feature_source_dataset/0 b/global_ocean_1_mdp_config.zarr/forcing_feature_source_dataset/0
new file mode 100644
index 0000000000000000000000000000000000000000..15f54a2c647600ad455611527ccd2e23a0427e45
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diff --git a/global_ocean_1_mdp_config.zarr/forcing_feature_units/.zarray b/global_ocean_1_mdp_config.zarr/forcing_feature_units/.zarray
new file mode 100644
index 0000000000000000000000000000000000000000..0c12effce1dd514ac8a1f404c4e8385cfd4c97f5
--- /dev/null
+++ b/global_ocean_1_mdp_config.zarr/forcing_feature_units/.zarray
@@ -0,0 +1,20 @@
+{
+    "chunks": [
+        2
+    ],
+    "compressor": {
+        "blocksize": 0,
+        "clevel": 5,
+        "cname": "lz4",
+        "id": "blosc",
+        "shuffle": 1
+    },
+    "dtype": "<U1",
+    "fill_value": null,
+    "filters": null,
+    "order": "C",
+    "shape": [
+        2
+    ],
+    "zarr_format": 2
+}
\ No newline at end of file
diff --git a/global_ocean_1_mdp_config.zarr/forcing_feature_units/.zattrs b/global_ocean_1_mdp_config.zarr/forcing_feature_units/.zattrs
new file mode 100644
index 0000000000000000000000000000000000000000..40093cc39e1df1992312e79ba97ce811d60ed852
--- /dev/null
+++ b/global_ocean_1_mdp_config.zarr/forcing_feature_units/.zattrs
@@ -0,0 +1,5 @@
+{
+    "_ARRAY_DIMENSIONS": [
+        "forcing_feature"
+    ]
+}
\ No newline at end of file
diff --git a/global_ocean_1_mdp_config.zarr/forcing_feature_units/0 b/global_ocean_1_mdp_config.zarr/forcing_feature_units/0
new file mode 100644
index 0000000000000000000000000000000000000000..1c6acf25bdd50d05d1e585099466bf13479bf706
Binary files /dev/null and b/global_ocean_1_mdp_config.zarr/forcing_feature_units/0 differ
diff --git a/global_ocean_1_mdp_config.zarr/latitude/.zarray b/global_ocean_1_mdp_config.zarr/latitude/.zarray
new file mode 100644
index 0000000000000000000000000000000000000000..1393535b059774d5774f2493eca7a8502b383d74
--- /dev/null
+++ b/global_ocean_1_mdp_config.zarr/latitude/.zarray
@@ -0,0 +1,20 @@
+{
+    "chunks": [
+        61200
+    ],
+    "compressor": {
+        "blocksize": 0,
+        "clevel": 5,
+        "cname": "lz4",
+        "id": "blosc",
+        "shuffle": 1
+    },
+    "dtype": "<f8",
+    "fill_value": "NaN",
+    "filters": null,
+    "order": "C",
+    "shape": [
+        61200
+    ],
+    "zarr_format": 2
+}
\ No newline at end of file
diff --git a/global_ocean_1_mdp_config.zarr/latitude/.zattrs b/global_ocean_1_mdp_config.zarr/latitude/.zattrs
new file mode 100644
index 0000000000000000000000000000000000000000..15057516f1a2a8f60a8e91f5a52e237a84202ac2
--- /dev/null
+++ b/global_ocean_1_mdp_config.zarr/latitude/.zattrs
@@ -0,0 +1,10 @@
+{
+    "_ARRAY_DIMENSIONS": [
+        "grid_index"
+    ],
+    "axis": "Y",
+    "long_name": "Latitude",
+    "standard_name": "latitude",
+    "unit_long": "Degrees North",
+    "units": "degrees_north"
+}
\ No newline at end of file
diff --git a/global_ocean_1_mdp_config.zarr/latitude/0 b/global_ocean_1_mdp_config.zarr/latitude/0
new file mode 100644
index 0000000000000000000000000000000000000000..46ef8e7064f2cfd5dc034a6ed3e7080c03eb10e1
Binary files /dev/null and b/global_ocean_1_mdp_config.zarr/latitude/0 differ
diff --git a/global_ocean_1_mdp_config.zarr/longitude/.zarray b/global_ocean_1_mdp_config.zarr/longitude/.zarray
new file mode 100644
index 0000000000000000000000000000000000000000..1393535b059774d5774f2493eca7a8502b383d74
--- /dev/null
+++ b/global_ocean_1_mdp_config.zarr/longitude/.zarray
@@ -0,0 +1,20 @@
+{
+    "chunks": [
+        61200
+    ],
+    "compressor": {
+        "blocksize": 0,
+        "clevel": 5,
+        "cname": "lz4",
+        "id": "blosc",
+        "shuffle": 1
+    },
+    "dtype": "<f8",
+    "fill_value": "NaN",
+    "filters": null,
+    "order": "C",
+    "shape": [
+        61200
+    ],
+    "zarr_format": 2
+}
\ No newline at end of file
diff --git a/global_ocean_1_mdp_config.zarr/longitude/.zattrs b/global_ocean_1_mdp_config.zarr/longitude/.zattrs
new file mode 100644
index 0000000000000000000000000000000000000000..2c6e5837d910e84d86437bf7fbef457ffc5f120d
--- /dev/null
+++ b/global_ocean_1_mdp_config.zarr/longitude/.zattrs
@@ -0,0 +1,10 @@
+{
+    "_ARRAY_DIMENSIONS": [
+        "grid_index"
+    ],
+    "axis": "X",
+    "long_name": "Longitude",
+    "standard_name": "longitude",
+    "unit_long": "Degrees East",
+    "units": "degrees_east"
+}
\ No newline at end of file
diff --git a/global_ocean_1_mdp_config.zarr/longitude/0 b/global_ocean_1_mdp_config.zarr/longitude/0
new file mode 100644
index 0000000000000000000000000000000000000000..195043694951871e5261831bdb06667b349e1363
Binary files /dev/null and b/global_ocean_1_mdp_config.zarr/longitude/0 differ
diff --git a/global_ocean_1_mdp_config.zarr/mask/.zarray b/global_ocean_1_mdp_config.zarr/mask/.zarray
new file mode 100644
index 0000000000000000000000000000000000000000..83ecb5a767267cc6e8958d544ba10b9cc310c93c
--- /dev/null
+++ b/global_ocean_1_mdp_config.zarr/mask/.zarray
@@ -0,0 +1,22 @@
+{
+    "chunks": [
+        27,
+        61200
+    ],
+    "compressor": {
+        "blocksize": 0,
+        "clevel": 1,
+        "cname": "zstd",
+        "id": "blosc",
+        "shuffle": 2
+    },
+    "dtype": "|u1",
+    "fill_value": null,
+    "filters": null,
+    "order": "C",
+    "shape": [
+        27,
+        61200
+    ],
+    "zarr_format": 2
+}
\ No newline at end of file
diff --git a/global_ocean_1_mdp_config.zarr/mask/.zattrs b/global_ocean_1_mdp_config.zarr/mask/.zattrs
new file mode 100644
index 0000000000000000000000000000000000000000..4c3dfa8821d7f29492b26cfca5d754323c5e313d
--- /dev/null
+++ b/global_ocean_1_mdp_config.zarr/mask/.zattrs
@@ -0,0 +1,8 @@
+{
+    "_ARRAY_DIMENSIONS": [
+        "mask_feature",
+        "grid_index"
+    ],
+    "coordinates": "latitude longitude mask_feature_long_name mask_feature_source_dataset mask_feature_units",
+    "variables_mapping_dim": "mask_feature"
+}
\ No newline at end of file
diff --git a/global_ocean_1_mdp_config.zarr/mask/0.0 b/global_ocean_1_mdp_config.zarr/mask/0.0
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@@ -0,0 +1,20 @@
+{
+    "chunks": [
+        27
+    ],
+    "compressor": {
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+        "clevel": 1,
+        "cname": "zstd",
+        "id": "blosc",
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--- /dev/null
+++ b/global_ocean_1_mdp_config.zarr/mask__train__std/.zattrs
@@ -0,0 +1,6 @@
+{
+    "_ARRAY_DIMENSIONS": [
+        "mask_feature"
+    ],
+    "coordinates": "mask_feature_long_name mask_feature_source_dataset mask_feature_units"
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+{
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+    ],
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--- /dev/null
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@@ -0,0 +1,5 @@
+{
+    "_ARRAY_DIMENSIONS": [
+        "mask_feature"
+    ]
+}
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+        27
+    ],
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+        "mask_feature"
+    ]
+}
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+        2
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--- /dev/null
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+        "split_part"
+    ]
+}
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+        27
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@@ -0,0 +1,6 @@
+{
+    "_ARRAY_DIMENSIONS": [
+        "state_feature"
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+{
+    "_ARRAY_DIMENSIONS": [
+        "state_feature"
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--- /dev/null
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