This dataset contains paired high resolution orthorectified aerial photography provided by the Waikato Region Aerial Photography initiative, paired with Sentinel-2 satellite images. These images were collected as part of a satellite imagery super-resolution research project. The aerial photograph was down-sampled to a spatial resolution of 2.5m per pixel, while the satellite images were taken at a spatial resolution of 10m per pixel. The satellite images were taken from 8 fly-bys between 16th January to 2nd March 2019 so that it is temporally consistent with the aerial photographs taken in February of 2019.