diff --git a/LICENSE b/LICENSE
index a79ea789a5b55f7328d1fd987293376838112048..11849c4f4caaf7e9644c4f4f182133089a28bda1 100644
--- a/LICENSE
+++ b/LICENSE
@@ -1,6 +1,6 @@
 MIT License
 
-Copyright (c) 2020 Lukas Leufen
+Copyright (c) Forschungszentrum Jülich GmbH
 
 Permission is hereby granted, free of charge, to any person obtaining a copy
 of this software and associated documentation files (the "Software"), to deal
diff --git a/README.md b/README.md
index c56baeea96c3f7d6f3712a72966f166af4ecf844..43fb50cd0cde1dbeae9eb5adbd71a5a0e95548a0 100644
--- a/README.md
+++ b/README.md
@@ -83,7 +83,9 @@ The installation on Windows is not tested yet.
 
 In this section, we show three examples how to work with MLAir. Note, that for these examples MLAir was installed using
 the distribution file. In case you are using the git clone it is required to adjust the import path if not directly
-executed inside the source directory of MLAir.
+executed inside the source directory of MLAir. There is also a downloadable 
+[Jupyter Notebook](https://gitlab.version.fz-juelich.de/toar/mlair/-/blob/master/supplement/Examples_from_manuscript.ipynb) 
+provided in that you can run the following examples. Note that this notebook still requires an installation of MLAir.
 
 ## Example 1
 
diff --git a/run_zam347.py b/run_zam347.py
index 9027bec807ad9beafcdac573a70aa32d34491034..352f04177167441d3636359a9f6ade5f039c12c1 100644
--- a/run_zam347.py
+++ b/run_zam347.py
@@ -16,7 +16,7 @@ from mlair.workflows import DefaultWorkflowHPC
 
 def load_stations():
     try:
-        filename = 'German_background_stations.json'
+        filename = 'supplement/German_background_stations.json'
         with open(filename, 'r') as jfile:
             stations = json.load(jfile)
             logging.info(f"load station IDs from file: {filename} ({len(stations)} stations)")
diff --git a/Examples_from_manuscript.ipynb b/supplement/Examples_from_manuscript.ipynb
similarity index 100%
rename from Examples_from_manuscript.ipynb
rename to supplement/Examples_from_manuscript.ipynb
diff --git a/German_background_stations.json b/supplement/German_background_stations.json
similarity index 100%
rename from German_background_stations.json
rename to supplement/German_background_stations.json
diff --git a/development_guidelines.md b/supplement/development_guidelines.md
similarity index 100%
rename from development_guidelines.md
rename to supplement/development_guidelines.md