Fine scale plant community assessment in coastal meadows using UAV based multispectral data

•Plant communities in coastal wetlands are at risk due to the impacts of global change.•Knowing the distribution of plant communities is essential for nature conservation.•Communities distribution maps were produced using a UAV-based multispectral sensor.•The Random Forest classifier yielded the highest classification accuracy.•Species diversity and aboveground biomass affect the classification performance.