Rewetting drained peatlands is crucial in mitigating climate change, but special monitoring schemes are required to track rewetting effects. Species distribution and condition may give indications on water level and hence rewetting success. We mapped the fractions of seven peatland related and four non-peatland vegetation classes, as well as their dynamics in condition from five 30 m EnMAP images. We used neural network regression with synthetic training data augmentation to predict peatland veg