In this project a land cover map for the Mudgee region in NSW was produced using Landsat satellite data. All observations for the period December 2023 - February 2024 were combined to produce a median composite dataset. Ground truth points were established for each class to which a Random Forest (RF) classifier was applied. The overall accuracy of the classifier was found to be …% based on … training samples and … test samples.