diff --git a/CHANGELOG.md b/CHANGELOG.md
index 470cfaf8..07ee5709 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -34,6 +34,7 @@ Keep it human-readable, your future self will thank you!
 - ci: extened python versions to include 3.11 and 3.12 [#66](https://github.com/ecmwf/anemoi-models/pull/66)
 - Update copyright notice
 - Fix `__version__` import in init
+- Fix missing copyrights [#71](https://github.com/ecmwf/anemoi-models/pull/71)
 
 ### Removed
 
diff --git a/docs/conf.py b/docs/conf.py
index 8a5d5688..32e7531c 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -29,7 +29,7 @@
 
 project = "Anemoi Models"
 
-author = "ECMWF"
+author = "Anemoi contributors"
 
 year = datetime.datetime.now().year
 if year == 2024:
@@ -37,7 +37,7 @@
 else:
     years = "2024-%s" % (year,)
 
-copyright = "%s, ECMWF" % (years,)
+copyright = "%s, Anemoi contributors" % (years,)
 
 try:
     from anemoi.models._version import __version__
diff --git a/pyproject.toml b/pyproject.toml
index 214f82c1..ba0b9d33 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,13 +1,12 @@
-# (C) Copyright 2024 ECMWF.
+# (C) Copyright 2024 Anemoi contributors.
 #
 # This software is licensed under the terms of the Apache Licence Version 2.0
 # which can be obtained at http://www.apache.org/licenses/LICENSE-2.0.
+#
 # In applying this licence, ECMWF does not waive the privileges and immunities
 # granted to it by virtue of its status as an intergovernmental organisation
 # nor does it submit to any jurisdiction.
 
-# https://packaging.python.org/en/latest/guides/writing-pyproject-toml/
-
 [build-system]
 build-backend = "setuptools.build_meta"
 
diff --git a/src/anemoi/models/__init__.py b/src/anemoi/models/__init__.py
index bdd630a2..019edd80 100644
--- a/src/anemoi/models/__init__.py
+++ b/src/anemoi/models/__init__.py
@@ -1,6 +1,8 @@
-# (C) Copyright 2024 European Centre for Medium-Range Weather Forecasts.
+# (C) Copyright 2024 Anemoi contributors.
+#
 # This software is licensed under the terms of the Apache Licence Version 2.0
 # which can be obtained at http://www.apache.org/licenses/LICENSE-2.0.
+#
 # In applying this licence, ECMWF does not waive the privileges and immunities
 # granted to it by virtue of its status as an intergovernmental organisation
 # nor does it submit to any jurisdiction.
diff --git a/src/anemoi/models/__main__.py b/src/anemoi/models/__main__.py
index be940c27..0057b940 100644
--- a/src/anemoi/models/__main__.py
+++ b/src/anemoi/models/__main__.py
@@ -1,12 +1,11 @@
-#!/usr/bin/env python
-# (C) Copyright 2024 ECMWF.
+# (C) Copyright 2024 Anemoi contributors.
 #
 # This software is licensed under the terms of the Apache Licence Version 2.0
 # which can be obtained at http://www.apache.org/licenses/LICENSE-2.0.
+#
 # In applying this licence, ECMWF does not waive the privileges and immunities
 # granted to it by virtue of its status as an intergovernmental organisation
 # nor does it submit to any jurisdiction.
-#
 
 from anemoi.utils.cli import cli_main
 from anemoi.utils.cli import make_parser
diff --git a/src/anemoi/models/commands/__init__.py b/src/anemoi/models/commands/__init__.py
index cebb5395..e5e2219d 100644
--- a/src/anemoi/models/commands/__init__.py
+++ b/src/anemoi/models/commands/__init__.py
@@ -1,12 +1,11 @@
-#!/usr/bin/env python
-# (C) Copyright 2024 ECMWF.
+# (C) Copyright 2024 Anemoi contributors.
 #
 # This software is licensed under the terms of the Apache Licence Version 2.0
 # which can be obtained at http://www.apache.org/licenses/LICENSE-2.0.
+#
 # In applying this licence, ECMWF does not waive the privileges and immunities
 # granted to it by virtue of its status as an intergovernmental organisation
 # nor does it submit to any jurisdiction.
-#
 
 import os
 
diff --git a/src/anemoi/models/data_indices/__init__.py b/src/anemoi/models/data_indices/__init__.py
index e69de29b..c167afa2 100644
--- a/src/anemoi/models/data_indices/__init__.py
+++ b/src/anemoi/models/data_indices/__init__.py
@@ -0,0 +1,8 @@
+# (C) Copyright 2024 Anemoi contributors.
+#
+# This software is licensed under the terms of the Apache Licence Version 2.0
+# which can be obtained at http://www.apache.org/licenses/LICENSE-2.0.
+#
+# In applying this licence, ECMWF does not waive the privileges and immunities
+# granted to it by virtue of its status as an intergovernmental organisation
+# nor does it submit to any jurisdiction.
diff --git a/src/anemoi/models/distributed/__init__.py b/src/anemoi/models/distributed/__init__.py
index e69de29b..c167afa2 100644
--- a/src/anemoi/models/distributed/__init__.py
+++ b/src/anemoi/models/distributed/__init__.py
@@ -0,0 +1,8 @@
+# (C) Copyright 2024 Anemoi contributors.
+#
+# This software is licensed under the terms of the Apache Licence Version 2.0
+# which can be obtained at http://www.apache.org/licenses/LICENSE-2.0.
+#
+# In applying this licence, ECMWF does not waive the privileges and immunities
+# granted to it by virtue of its status as an intergovernmental organisation
+# nor does it submit to any jurisdiction.
diff --git a/src/anemoi/models/interface/__init__.py b/src/anemoi/models/interface/__init__.py
index aba62a23..25b7852a 100644
--- a/src/anemoi/models/interface/__init__.py
+++ b/src/anemoi/models/interface/__init__.py
@@ -1,11 +1,11 @@
-# (C) Copyright 2024 ECMWF.
+# (C) Copyright 2024 Anemoi contributors.
 #
 # This software is licensed under the terms of the Apache Licence Version 2.0
 # which can be obtained at http://www.apache.org/licenses/LICENSE-2.0.
+#
 # In applying this licence, ECMWF does not waive the privileges and immunities
 # granted to it by virtue of its status as an intergovernmental organisation
 # nor does it submit to any jurisdiction.
-#
 
 import uuid
 
diff --git a/src/anemoi/models/layers/__init__.py b/src/anemoi/models/layers/__init__.py
index e69de29b..c167afa2 100644
--- a/src/anemoi/models/layers/__init__.py
+++ b/src/anemoi/models/layers/__init__.py
@@ -0,0 +1,8 @@
+# (C) Copyright 2024 Anemoi contributors.
+#
+# This software is licensed under the terms of the Apache Licence Version 2.0
+# which can be obtained at http://www.apache.org/licenses/LICENSE-2.0.
+#
+# In applying this licence, ECMWF does not waive the privileges and immunities
+# granted to it by virtue of its status as an intergovernmental organisation
+# nor does it submit to any jurisdiction.
diff --git a/src/anemoi/models/models/__init__.py b/src/anemoi/models/models/__init__.py
index e69de29b..c167afa2 100644
--- a/src/anemoi/models/models/__init__.py
+++ b/src/anemoi/models/models/__init__.py
@@ -0,0 +1,8 @@
+# (C) Copyright 2024 Anemoi contributors.
+#
+# This software is licensed under the terms of the Apache Licence Version 2.0
+# which can be obtained at http://www.apache.org/licenses/LICENSE-2.0.
+#
+# In applying this licence, ECMWF does not waive the privileges and immunities
+# granted to it by virtue of its status as an intergovernmental organisation
+# nor does it submit to any jurisdiction.
diff --git a/src/anemoi/models/preprocessing/__init__.py b/src/anemoi/models/preprocessing/__init__.py
index cc2cb4f8..4c7f6153 100644
--- a/src/anemoi/models/preprocessing/__init__.py
+++ b/src/anemoi/models/preprocessing/__init__.py
@@ -1,11 +1,11 @@
-# (C) Copyright 2024 ECMWF.
+# (C) Copyright 2024 Anemoi contributors.
 #
 # This software is licensed under the terms of the Apache Licence Version 2.0
 # which can be obtained at http://www.apache.org/licenses/LICENSE-2.0.
+#
 # In applying this licence, ECMWF does not waive the privileges and immunities
 # granted to it by virtue of its status as an intergovernmental organisation
 # nor does it submit to any jurisdiction.
-#
 
 import logging
 from typing import Optional