updated readme, introcuded supplement folder to cleanup root folder a bit

LICENSE

 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

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
 

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)")