On this website you can find the source code and ids of the images that were used for the evaluation in the following paper:
Christian Arbinger, Martin Bullin and Andreas Henrich. 2021. Exploiting Geodata to Improve Image Recognition with Deep Learning. Further Info following.
The source code and image list can be found via:

https://gitlab.rz.uni-bamberg.de/martin.bullin/geodata4imagerecognition